HydPy-W-GD (extended version of the WALRUS model with modified groundwater dynamics)¶
wland_gd
is still under development and is likely to change in the future.
When applying wland_wag
on the Kiel Catchment river basins, we realised some
strengths and limitations of the WALRUS concept. First, wland_wag
does not
predict the high dynamics of the groundwater levels encountered at many groundwater
gauges. This shortcoming is likely with an observed tendency to underestimate
streamflow peaks. Second, wland_wag
tends to run dry during summer conditions much
too fast.
So far, wland_gd
offers a physically based approach that increases groundwater
dynamics. See the documentation on method Calc_GF_V1
for an in-depth explanation.
The second problem seems to be related to a lack of “groundwater recharge areas” where
groundwater is less exposed to evapotranspiration. We will address this later.
The following integration tests are identical to the ones of wland_wag
, except that
we set the additional parameter ThetaR
to 0.01. Compare the
base scenario example of wland_wag
with the
base scenario example of wland_gd
to see how the differences between
both models affect groundwater dynamics.
Integration tests¶
Note
When new to HydPy, consider reading section Integration Tests first.
>>> from hydpy import IntegrationTest, Element, pub, round_
>>> pub.timegrids = "2017-02-10", "2017-04-10", "1d"
>>> from hydpy.models.wland_gd import *
>>> parameterstep("1d")
>>> land = Element("land", outlets="outlet")
>>> land.model = model
>>> at(10.0)
>>> nu(4)
>>> lt(FIELD, CONIFER, SEALED, WATER)
>>> er(False)
>>> aur(0.6 * 0.98, 0.3 * 0.98, 0.1 * 0.98, 0.02)
>>> gl(1.5)
>>> bl(0.0)
>>> cp(0.8)
>>> lai.sealed = 10.0
>>> lai.conifer = 11.0
>>> lai.field = 0.4, 0.4, 0.3, 0.7, 3.0, 5.2, 4.6, 3.1, 1.3, 0.2, 0.0, 0.0
>>> ih(0.2)
>>> tt(0.0)
>>> ti(4.0)
>>> ddf(5.0)
>>> ddt(0.0)
>>> cw(400.0)
>>> cv(0.2)
>>> cg(200000.0)
>>> cgf(1.0)
>>> cq(0.5)
>>> b(soil=SANDY_LOAM)
>>> psiae(soil=SANDY_LOAM)
>>> thetas(soil=SANDY_LOAM)
>>> thetar(0.01)
>>> zeta1(0.02)
>>> zeta2(400.0)
>>> cwe(nan)
>>> cge(nan)
>>> ac(nan)
>>> sh(1.0)
>>> st(1.0)
>>> rg(False)
>>> with model.add_petmodel_v1("evap_pet_mlc"):
... landmonthfactor.sealed = 0.7
... landmonthfactor.conifer = 1.3
... landmonthfactor.field[1:4] = 0.73, 0.77, 0.95
... landmonthfactor.water[1:4] = 1.22, 1.26, 1.28
... dampingfactor(1.0)
... with model.add_retmodel_v1("evap_ret_io"):
... evapotranspirationfactor(0.9)
>>> with model.add_dischargemodel_v2("wq_walrus"):
... crestheight(0.0)
... bankfulldischarge(8.0)
... dischargeexponent(1.5)
>>> test = IntegrationTest(land)
>>> test.inits = (
... (states.ic, (-3.0, -3.0, -3.0, 0.0)),
... (states.sp, (-3.0, -3.0, -3.0, 0.0)),
... (states.dve, 140.0),
... (states.dv, 140.0),
... (states.hge, 900.0),
... (states.dg, 1600.0),
... (states.hq, 0.0),
... (states.hs, -2.0),
... (model.petmodel.sequences.logs.loggedpotentialevapotranspiration, 0.0),
... )
>>> inputs.t.series = (
... -2.8, -1.5, -0.9, -1.6, -1.3, 1.7, 4.4, 4.5, 3.4, 4.8, 6.7, 5.8, 6.5, 5.0, 3.0,
... 3.1, 7.1, 9.4, 4.6, 3.7, 4.7, 5.9, 7.7, 6.3, 3.7, 1.6, 4.0, 5.6, 5.8, 5.7, 4.6,
... 4.2, 7.4, 6.3, 8.7, 6.4, 5.2, 5.1, 8.7, 6.2, 5.9, 5.2, 5.2, 5.9, 6.7, 7.0, 8.3,
... 9.0, 12.4, 15.0, 11.8, 9.4, 8.1, 7.9, 7.5, 7.2, 8.1, 8.6, 10.5)
>>> inputs.p.series = (
... 0.0, 0.4, 0.0, 0.0, 0.0, 0.0, 0.2, 4.5, 0.0, 3.2, 4.6, 2.3, 18.0, 19.2, 0.4,
... 8.3, 5.3, 0.7, 2.7, 1.6, 2.5, 0.6, 0.2, 1.7, 0.3, 0.0, 1.8, 8.9, 0.0, 0.0,
... 0.0, 0.9, 0.1, 0.0, 0.0, 3.9, 8.7, 26.4, 11.5, 0.9, 0.0, 0.0, 0.0, 0.0, 0.0,
... 0.0, 0.0, 1.5, 0.3, 0.2, 4.5, 0.0, 0.0, 0.0, 0.4, 0.0, 0.0, 0.0, 0.0)
>>> model.petmodel.retmodel.sequences.inputs.referenceevapotranspiration.series = (
... 0.6, 0.8, 0.7, 0.4, 0.4, 0.4, 0.4, 0.3, 0.3, 0.4, 0.3, 0.6, 0.8, 0.5, 0.8,
... 0.5, 0.4, 1.3, 0.9, 0.7, 0.7, 1.1, 1.0, 0.8, 0.6, 0.7, 0.7, 0.5, 0.8, 1.0,
... 1.2, 0.9, 0.9, 1.2, 1.4, 1.1, 1.1, 0.5, 0.6, 1.5, 2.0, 1.6, 1.6, 1.2, 1.3,
... 1.6, 1.9, 0.8, 1.5, 2.7, 1.5, 1.6, 2.0, 2.1, 1.7, 1.7, 0.8, 1.3, 2.5)
>>> inputs.fxg.series = 0.0
>>> inputs.fxs.series = 0.0
>>> test.reset_inits()
>>> conditions = model.conditions
base scenario¶
>>> test("wland_gd_base_scenario",
... axis1=(fluxes.pc, fluxes.fqs, fluxes.fgs, fluxes.rh),
... axis2=(states.dg, states.hs))
Click to see the table
| date | t | p | fxg | fxs | dhs | pc | pe | pet | tf | ei | rf | sf | pm | am | ps | pve | pv | pq | etve | etv | es | et | gr | fxs | fxg | cdg | fgse | fgs | fqs | rh | r | ic | sp | dve | dv | hge | dg | hq | hs | outlet |
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| 2017-02-10 00:00:00 | -2.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.3942 0.702 0.378 0.6588 | 0.3942 0.702 0.378 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.000001 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.000117 0.000117 0.000117 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.49406 | 0.000067 | 0.435763 | 0.0 | 0.0 | 0.0 | -37.374521 | 0.0 | -0.000081 | 0.0 | 0.0 | 0.0 | -3.0 -3.000001 -3.0 0.0 | -3.0 -3.0 -3.0 0.0 | nan | 140.493979 | nan | 1562.625479 | 0.0 | -2.00364 | 0.0 |
| 2017-02-11 00:00:00 | -1.5 | 0.4 | 0.0 | 0.0 | 0.0 | 0.32 | 0.5256 0.936 0.504 0.8784 | 0.5256 0.936 0.504 0.0 | 0.000001 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.009388 0.009388 0.009388 0.0 | 0.0 0.0 0.0 0.0 | 0.32 | 0.0 | 0.0 | 0.0 | 0.0 | 0.658704 | 0.000199 | 0.580983 | 0.0 | 0.0 | 0.0 | -15.520342 | 0.0 | -0.000055 | 0.0 | 0.0 | 0.0 | -2.680002 -2.680003 -2.680002 0.0 | -3.0 -3.0 -3.0 0.0 | nan | 141.152629 | nan | 1547.105137 | 0.0 | -1.686272 | 0.0 |
| 2017-02-12 00:00:00 | -0.9 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.4599 0.819 0.441 0.7686 | 0.4599 0.819 0.441 0.0 | 0.0 0.0 0.0 0.0 | 0.000002 0.000004 0.000002 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.069591 0.069591 0.069591 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.576325 | 0.00033 | 0.508328 | 0.0 | 0.0 | 0.0 | -5.171805 | 0.0 | -0.000045 | 0.0 | 0.0 | 0.0 | -2.680004 -2.680007 -2.680004 0.0 | -3.0 -3.0 -3.0 0.0 | nan | 141.728908 | nan | 1541.933333 | 0.0 | -1.688597 | 0.0 |
| 2017-02-13 00:00:00 | -1.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.006707 0.006707 0.006707 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.329312 | 0.000186 | 0.290458 | 0.0 | 0.0 | 0.0 | -0.904798 | 0.0 | -0.000043 | 0.0 | 0.0 | 0.0 | -2.680005 -2.680009 -2.680005 0.0 | -3.0 -3.0 -3.0 0.0 | nan | 142.058178 | nan | 1541.028534 | 0.0 | -1.690658 | 0.0 |
| 2017-02-14 00:00:00 | -1.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.018374 0.018374 0.018374 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.329299 | 0.000185 | 0.290447 | 0.0 | 0.0 | 0.0 | 0.730086 | 0.0 | -0.000043 | 0.0 | 0.0 | 0.0 | -2.680007 -2.680011 -2.680006 0.0 | -3.0 -3.0 -3.0 0.0 | nan | 142.387434 | nan | 1541.758621 | 0.0 | -1.692718 | 0.0 |
| 2017-02-15 00:00:00 | 1.7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 8.50479 8.50479 8.50479 0.0 | 0.000009 0.000009 0.000009 0.0 | 0.0 | 0.0 | 0.000002 | 0.000007 | 0.0 | 0.329287 | 0.000183 | 0.290436 | 0.0 | 0.0 | 0.0 | 1.5035 | 0.0 | -0.000044 | 0.000003 | 0.0 | 0.0 | -2.680008 -2.680013 -2.680007 0.0 | -3.000008 -3.000009 -3.000009 0.0 | nan | 142.716675 | nan | 1543.26212 | 0.000003 | -1.69466 | 0.0 |
| 2017-02-16 00:00:00 | 4.4 | 0.2 | 0.0 | 0.0 | 0.0 | 0.16 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 0.000001 0.0 0.0 0.0 | 0.000002 0.000003 0.000002 0.0 | 0.000001 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 22.000001 22.000001 22.000001 0.0 | 0.000023 0.000023 0.000023 0.0 | 0.16 | 0.0 | 0.000007 | 0.000017 | 0.0 | 0.329274 | 0.000268 | 0.290427 | 0.0 | 0.0 | 0.0 | 1.869514 | 0.0 | -0.000046 | 0.000013 | 0.0 | 0.0 | -2.52001 -2.520016 -2.520009 0.0 | -3.000031 -3.000032 -3.000032 0.0 | nan | 143.045896 | nan | 1545.131634 | 0.000007 | -1.536276 | 0.0 |
| 2017-02-17 00:00:00 | 4.5 | 4.5 | 0.0 | 0.0 | 0.0 | 3.6 | 0.1971 0.351 0.189 0.3294 | 0.1971 0.351 0.189 0.0 | 0.716494 0.000865 0.002553 0.0 | 0.045813 0.103383 0.056188 0.0 | 0.716494 0.000865 0.002553 0.0 | 0.0 0.0 0.0 0.0 | 22.5 22.5 22.5 0.0 | 0.000023 0.000023 0.000023 0.0 | 3.6 | 0.0 | 0.135792 | 0.308222 | 0.0 | 0.182326 | 0.188386 | 0.227419 | 0.0 | 0.0 | 0.0 | -10.351857 | 0.0 | -0.000253 | 0.08012 | 0.000248 | 0.000029 | 0.317682 0.975737 1.02125 0.0 | -3.000054 -3.000055 -3.000055 0.0 | nan | 143.092178 | nan | 1534.779777 | 0.228109 | 5.777652 | 0.000029 |
| 2017-02-18 00:00:00 | 3.4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1971 0.351 0.189 0.3294 | 0.1971 0.351 0.189 0.0 | 0.0 0.0 0.0 0.0 | 0.147906 0.341646 0.186301 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 17.000016 17.000016 17.000016 0.0 | 0.000018 0.000018 0.000018 0.0 | 0.0 | 0.0 | 0.000005 | 0.000013 | 0.0 | 0.035705 | 0.3294 | 0.243749 | 0.0 | 0.0 | 0.0 | 6.850761 | 0.0 | -0.003016 | 0.198426 | 0.005644 | 0.000653 | 0.169777 0.63409 0.83495 0.0 | -3.000072 -3.000072 -3.000072 0.0 | nan | 143.124861 | nan | 1541.630538 | 0.029696 | 14.755903 | 0.000653 |
| 2017-02-19 00:00:00 | 4.8 | 3.2 | 0.0 | 0.0 | 0.0 | 2.56 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 2.023752 0.453078 0.899772 0.0 | 0.221728 0.465424 0.251476 0.0 | 2.023752 0.453078 0.899772 0.0 | 0.0 0.0 0.0 0.0 | 24.0 24.0 24.0 0.0 | 0.000025 0.000025 0.000025 0.0 | 2.56 | 0.0 | 0.425022 | 1.057656 | 0.0 | 0.028076 | 0.4392 | 0.325402 | 0.0 | 0.0 | 0.0 | -28.76742 | 0.0 | -0.006778 | 0.568775 | 0.018355 | 0.002124 | 0.484297 2.275589 2.243702 0.0 | -3.000097 -3.000097 -3.000097 0.0 | nan | 142.721137 | nan | 1512.863118 | 0.518578 | 43.530004 | 0.002124 |
| 2017-02-20 00:00:00 | 6.7 | 4.6 | 0.0 | 0.0 | 0.0 | 3.68 | 0.1971 0.351 0.189 0.3294 | 0.1971 0.351 0.189 0.0 | 3.340021 2.972444 3.208119 0.0 | 0.184109 0.350996 0.188997 0.0 | 3.340021 2.972444 3.208119 0.0 | 0.0 0.0 0.0 0.0 | 33.5 33.5 33.5 0.0 | 0.000035 0.000035 0.000035 0.0 | 3.68 | 0.0 | 0.903984 | 2.403007 | 0.0 | 0.008612 | 0.3294 | 0.244155 | 0.0 | 0.0 | 0.0 | -51.065213 | 0.0 | -0.028923 | 1.792105 | 0.105384 | 0.012197 | 0.640166 2.632149 2.526586 0.0 | -3.000131 -3.000131 -3.000131 0.0 | nan | 141.796841 | nan | 1461.797905 | 1.12948 | 128.148992 | 0.012197 |
| 2017-02-21 00:00:00 | 5.8 | 2.3 | 0.0 | 0.0 | 0.0 | 1.84 | 0.3942 0.702 0.378 0.6588 | 0.3942 0.702 0.378 0.0 | 1.642137 1.409144 1.61889 0.0 | 0.363807 0.701991 0.377995 0.0 | 1.642137 1.409144 1.61889 0.0 | 0.0 0.0 0.0 0.0 | 29.0 29.0 29.0 0.0 | 0.00003 0.00003 0.00003 0.0 | 1.84 | 0.0 | 0.43559 | 1.177914 | 0.0 | 0.020151 | 0.6588 | 0.488296 | 0.0 | 0.0 | 0.0 | 1.256242 | 0.0 | -0.106227 | 1.656185 | 0.291426 | 0.03373 | 0.474222 2.361014 2.369701 0.0 | -3.000161 -3.000161 -3.000161 0.0 | nan | 141.275176 | nan | 1463.054146 | 0.651209 | 191.227344 | 0.03373 |
| 2017-02-22 00:00:00 | 6.5 | 18.0 | 0.0 | 0.0 | 0.0 | 14.4 | 0.5256 0.936 0.504 0.8784 | 0.5256 0.936 0.504 0.0 | 13.589441 13.048599 13.564535 0.0 | 0.504697 0.935996 0.503997 0.0 | 13.589441 13.048599 13.564535 0.0 | 0.0 0.0 0.0 0.0 | 32.5 32.5 32.5 0.0 | 0.000033 0.000033 0.000033 0.0 | 14.4 | 0.0 | 3.631273 | 10.156586 | 0.0 | 0.013861 | 0.8784 | 0.651129 | 0.0 | 0.0 | 0.0 | -194.354232 | 0.0 | -0.22784 | 6.26682 | 0.746521 | 0.086403 | 0.780084 2.776418 2.701169 0.0 | -3.000194 -3.000195 -3.000195 0.0 | nan | 137.429923 | nan | 1268.699915 | 4.540974 | 464.449329 | 0.086403 |
| 2017-02-23 00:00:00 | 5.0 | 19.2 | 0.0 | 0.0 | 0.0 | 15.36 | 0.3285 0.585 0.315 0.549 | 0.3285 0.585 0.315 0.0 | 14.927286 14.656218 14.931712 0.0 | 0.322035 0.584999 0.314999 0.0 | 14.927286 14.656218 14.931712 0.0 | 0.0 0.0 0.0 0.0 | 25.0 25.0 25.0 0.0 | 0.000026 0.000026 0.000026 0.0 | 15.36 | 0.0 | 3.793893 | 11.43193 | 0.0 | 0.004289 | 0.549 | 0.406979 | 0.0 | 0.0 | 0.0 | -51.728904 | 0.0 | -1.302452 | 10.388816 | 2.284046 | 0.264357 | 0.890763 2.895201 2.814459 0.0 | -3.00022 -3.000221 -3.000221 0.0 | nan | 132.337866 | nan | 1216.971011 | 5.584088 | 816.671885 | 0.264357 |
| 2017-02-24 00:00:00 | 3.0 | 0.4 | 0.0 | 0.0 | 0.0 | 0.32 | 0.5256 0.936 0.504 0.8784 | 0.5256 0.936 0.504 0.0 | 0.294506 0.228504 0.294804 0.0 | 0.495651 0.935979 0.503995 0.0 | 0.294506 0.228504 0.294804 0.0 | 0.0 0.0 0.0 0.0 | 15.00006 15.00006 15.00006 0.0 | 0.000015 0.000015 0.000015 0.0 | 0.32 | 0.0 | 0.06614 | 0.215225 | 0.0 | 0.019881 | 0.8784 | 0.651116 | 0.0 | 0.0 | 0.0 | 16.46191 | 0.0 | -2.377207 | 4.955501 | 3.330921 | 0.385523 | 0.420605 2.050718 2.335659 0.0 | -3.000236 -3.000236 -3.000236 0.0 | nan | 129.9144 | nan | 1233.432921 | 0.843812 | 787.552125 | 0.385523 |
| 2017-02-25 00:00:00 | 3.1 | 8.3 | 0.0 | 0.0 | 0.0 | 6.64 | 0.3285 0.585 0.315 0.549 | 0.3285 0.585 0.315 0.0 | 6.06746 5.421574 6.057767 0.0 | 0.308293 0.584994 0.314997 0.0 | 6.06746 5.421574 6.057767 0.0 | 0.0 0.0 0.0 0.0 | 15.500043 15.500043 15.500043 0.0 | 0.000016 0.000016 0.000016 0.0 | 6.64 | 0.0 | 1.364169 | 4.644989 | 0.0 | 0.013414 | 0.549 | 0.406946 | 0.0 | 0.0 | 0.0 | -30.068967 | 0.0 | -1.741572 | 3.313177 | 2.825479 | 0.327023 | 0.684852 2.68415 2.602895 0.0 | -3.000251 -3.000252 -3.000252 0.0 | nan | 126.822074 | nan | 1203.363953 | 2.175624 | 737.911537 | 0.327023 |
| 2017-02-26 00:00:00 | 7.1 | 5.3 | 0.0 | 0.0 | 0.0 | 4.24 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 3.990587 3.797307 3.989263 0.0 | 0.251899 0.467998 0.251998 0.0 | 3.990587 3.797307 3.989263 0.0 | 0.0 0.0 0.0 0.0 | 35.5 35.5 35.5 0.0 | 0.000037 0.000037 0.000037 0.0 | 4.24 | 0.0 | 0.879972 | 3.140532 | 0.0 | 0.007238 | 0.4392 | 0.325572 | 0.0 | 0.0 | 0.0 | -9.178465 | 0.0 | -1.569803 | 3.661652 | 2.715389 | 0.314281 | 0.682366 2.658845 2.601634 0.0 | -3.000288 -3.000288 -3.000288 0.0 | nan | 124.379537 | nan | 1194.185488 | 1.654504 | 716.13555 | 0.314281 |
| 2017-02-27 00:00:00 | 9.4 | 0.7 | 0.0 | 0.0 | 0.0 | 0.56 | 0.8541 1.521 0.819 1.4274 | 0.8541 1.521 0.819 0.0 | 0.424048 0.206921 0.404336 0.0 | 0.695516 1.52066 0.818961 0.0 | 0.424048 0.206921 0.404336 0.0 | 0.0 0.0 0.0 0.0 | 47.0 47.0 47.0 0.0 | 0.000048 0.000048 0.000048 0.0 | 0.56 | 0.0 | 0.076779 | 0.287886 | 0.0 | 0.105418 | 1.4274 | 1.057822 | 0.0 | 0.0 | 0.0 | 20.21848 | 0.0 | -1.271379 | 1.611656 | 2.406929 | 0.27858 | 0.122801 1.491264 1.938337 0.0 | -3.000336 -3.000337 -3.000337 0.0 | nan | 123.136797 | nan | 1214.403968 | 0.330734 | 617.825045 | 0.27858 |
| 2017-02-28 00:00:00 | 4.6 | 2.7 | 0.0 | 0.0 | 0.0 | 2.16 | 0.5913 1.053 0.567 0.9882 | 0.5913 1.053 0.567 0.0 | 1.504342 0.475474 1.340734 0.0 | 0.45371 1.052728 0.566963 0.0 | 1.504342 0.475474 1.340734 0.0 | 0.0 0.0 0.0 0.0 | 23.0 23.0 23.0 0.0 | 0.000024 0.000024 0.000024 0.0 | 2.16 | 0.0 | 0.248993 | 0.955251 | 0.0 | 0.09146 | 0.9882 | 0.732278 | 0.0 | 0.0 | 0.0 | 21.088443 | 0.0 | -0.836008 | 0.799122 | 1.867699 | 0.216169 | 0.324749 2.123061 2.19064 0.0 | -3.00036 -3.000361 -3.000361 0.0 | nan | 122.143256 | nan | 1235.492411 | 0.486863 | 527.900925 | 0.216169 |
| 2017-03-01 00:00:00 | 3.7 | 1.6 | 0.0 | 0.0 | 0.0 | 1.28 | 0.4851 0.819 0.441 0.7938 | 0.4851 0.819 0.441 0.0 | 0.950591 0.497004 0.875872 0.0 | 0.384057 0.818947 0.440979 0.0 | 0.950591 0.497004 0.875872 0.0 | 0.0 0.0 0.0 0.0 | 18.500006 18.500006 18.500006 0.0 | 0.000019 0.000019 0.000019 0.0 | 1.28 | 0.0 | 0.169296 | 0.654695 | 0.0 | 0.067123 | 0.7938 | 0.58489 | 0.0 | 0.0 | 0.0 | 29.527873 | 0.0 | -0.610859 | 0.795382 | 1.51942 | 0.175859 | 0.270102 2.08711 2.153789 0.0 | -3.000379 -3.00038 -3.00038 0.0 | nan | 121.430223 | nan | 1265.020284 | 0.346176 | 464.450935 | 0.175859 |
| 2017-03-02 00:00:00 | 4.7 | 2.5 | 0.0 | 0.0 | 0.0 | 2.0 | 0.4851 0.819 0.441 0.7938 | 0.4851 0.819 0.441 0.0 | 1.532173 1.008537 1.460236 0.0 | 0.393795 0.818966 0.440983 0.0 | 1.532173 1.008537 1.460236 0.0 | 0.0 0.0 0.0 0.0 | 23.5 23.5 23.5 0.0 | 0.000024 0.000024 0.000024 0.0 | 2.0 | 0.0 | 0.284446 | 1.111912 | 0.0 | 0.060652 | 0.7938 | 0.584915 | 0.0 | 0.0 | 0.0 | 13.288412 | 0.0 | -0.475414 | 0.920397 | 1.281994 | 0.148379 | 0.344134 2.259606 2.252569 0.0 | -3.000403 -3.000404 -3.000404 0.0 | nan | 120.731015 | nan | 1278.308696 | 0.537691 | 425.69109 | 0.148379 |
| 2017-03-03 00:00:00 | 5.9 | 0.6 | 0.0 | 0.0 | 0.0 | 0.48 | 0.7623 1.287 0.693 1.2474 | 0.7623 1.287 0.693 0.0 | 0.288966 0.08905 0.242285 0.0 | 0.505891 1.286378 0.692918 0.0 | 0.288966 0.08905 0.242285 0.0 | 0.0 0.0 0.0 0.0 | 29.5 29.5 29.5 0.0 | 0.00003 0.00003 0.00003 0.0 | 0.48 | 0.0 | 0.046247 | 0.182731 | 0.0 | 0.170509 | 1.2474 | 0.918902 | 0.0 | 0.0 | 0.0 | 27.773459 | 0.0 | -0.399918 | 0.578739 | 1.121237 | 0.129773 | 0.029276 1.364178 1.797366 0.0 | -3.000434 -3.000434 -3.000434 0.0 | nan | 120.455359 | nan | 1306.082155 | 0.141683 | 379.583656 | 0.129773 |
| 2017-03-04 00:00:00 | 7.7 | 0.2 | 0.0 | 0.0 | 0.0 | 0.16 | 0.693 1.17 0.63 1.134 | 0.693 1.17 0.63 0.0 | 0.056032 0.00073 0.020468 0.0 | 0.28711 1.128812 0.629377 0.0 | 0.056032 0.00073 0.020468 0.0 | 0.0 0.0 0.0 0.0 | 38.5 38.5 38.5 0.0 | 0.00004 0.00004 0.00004 0.0 | 0.16 | 0.0 | 0.007808 | 0.028897 | 0.0 | 0.283266 | 1.134 | 0.834891 | 0.0 | 0.0 | 0.0 | 23.029314 | 0.0 | -0.301842 | 0.140114 | 0.912753 | 0.105643 | -0.153865 0.394636 1.307521 0.0 | -3.000473 -3.000474 -3.000474 0.0 | nan | 120.428975 | nan | 1329.111469 | 0.030467 | 326.526337 | 0.105643 |
| 2017-03-05 00:00:00 | 6.3 | 1.7 | 0.0 | 0.0 | 0.0 | 1.36 | 0.5544 0.936 0.504 0.9072 | 0.5544 0.936 0.504 0.0 | 0.699353 0.001276 0.261852 0.0 | 0.321216 0.881369 0.50364 0.0 | 0.699353 0.001276 0.261852 0.0 | 0.0 0.0 0.0 0.0 | 31.5 31.5 31.5 0.0 | 0.000032 0.000032 0.000032 0.0 | 1.36 | 0.0 | 0.096729 | 0.359156 | 0.0 | 0.173021 | 0.9072 | 0.668103 | 0.0 | 0.0 | 0.0 | 10.406701 | 0.0 | -0.217535 | 0.212163 | 0.739748 | 0.085619 | 0.185566 0.871991 1.902029 0.0 | -3.000506 -3.000506 -3.000506 0.0 | nan | 120.287732 | nan | 1339.518171 | 0.17746 | 290.794428 | 0.085619 |
| 2017-03-06 00:00:00 | 3.7 | 0.3 | 0.0 | 0.0 | 0.0 | 0.24 | 0.4158 0.702 0.378 0.6804 | 0.4158 0.702 0.378 0.0 | 0.13171 0.000231 0.068138 0.0 | 0.255779 0.664282 0.377897 0.0 | 0.13171 0.000231 0.068138 0.0 | 0.0 0.0 0.0 0.0 | 18.500006 18.500006 18.500006 0.0 | 0.000019 0.000019 0.000019 0.0 | 0.24 | 0.0 | 0.018186 | 0.069561 | 0.0 | 0.118812 | 0.6804 | 0.501131 | 0.0 | 0.0 | 0.0 | 13.902661 | 0.0 | -0.170176 | 0.194343 | 0.632223 | 0.073174 | 0.038077 0.447478 1.695993 0.0 | -3.000525 -3.000525 -3.000525 0.0 | nan | 120.218183 | nan | 1353.420832 | 0.052678 | 260.760967 | 0.073174 |
| 2017-03-07 00:00:00 | 1.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.4851 0.819 0.441 0.7938 | 0.4851 0.819 0.441 0.0 | 0.0 0.0 0.0 0.0 | 0.203146 0.529544 0.440411 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 8.006707 8.006707 8.006707 0.0 | 0.000008 0.000008 0.000008 0.0 | 0.0 | 0.0 | 0.000002 | 0.000007 | 0.0 | 0.283401 | 0.7938 | 0.584131 | 0.0 | 0.0 | 0.0 | 11.248788 | 0.0 | -0.128403 | 0.04549 | 0.529029 | 0.06123 | -0.165069 -0.082066 1.255582 0.0 | -3.000533 -3.000533 -3.000533 0.0 | nan | 120.373179 | nan | 1364.669619 | 0.007194 | 230.082206 | 0.06123 |
| 2017-03-08 00:00:00 | 4.0 | 1.8 | 0.0 | 0.0 | 0.0 | 1.44 | 0.4851 0.819 0.441 0.7938 | 0.4851 0.819 0.441 0.0 | 0.767777 0.000464 0.302021 0.0 | 0.289622 0.646586 0.440662 0.0 | 0.767777 0.000464 0.302021 0.0 | 0.0 0.0 0.0 0.0 | 20.000002 20.000002 20.000002 0.0 | 0.000021 0.000021 0.000021 0.0 | 1.44 | 0.0 | 0.106171 | 0.395474 | 0.0 | 0.187092 | 0.7938 | 0.584471 | 0.0 | 0.0 | 0.0 | 0.342097 | 0.0 | -0.094444 | 0.209072 | 0.450423 | 0.052132 | 0.217532 0.710883 1.952899 0.0 | -3.000553 -3.000554 -3.000554 0.0 | nan | 120.359656 | nan | 1365.011716 | 0.193596 | 214.286778 | 0.052132 |
| 2017-03-09 00:00:00 | 5.6 | 8.9 | 0.0 | 0.0 | 0.0 | 7.12 | 0.3465 0.585 0.315 0.567 | 0.3465 0.585 0.315 0.0 | 6.357929 4.564264 6.159258 0.0 | 0.317365 0.584263 0.314994 0.0 | 6.357929 4.564264 6.159258 0.0 | 0.0 0.0 0.0 0.0 | 28.0 28.0 28.0 0.0 | 0.000029 0.000029 0.000029 0.0 | 7.12 | 0.0 | 1.182315 | 4.735907 | 0.0 | 0.019596 | 0.567 | 0.417878 | 0.0 | 0.0 | 0.0 | -82.380264 | 0.0 | -0.099183 | 2.708258 | 0.555389 | 0.064281 | 0.662237 2.682356 2.598647 0.0 | -3.000582 -3.000583 -3.000583 0.0 | nan | 119.097753 | nan | 1282.631451 | 2.221245 | 321.40101 | 0.064281 |
| 2017-03-10 00:00:00 | 5.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5544 0.936 0.504 0.9072 | 0.5544 0.936 0.504 0.0 | 0.0 0.0 0.0 0.0 | 0.473399 0.93593 0.503987 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 29.0 29.0 29.0 0.0 | 0.00003 0.00003 0.00003 0.0 | 0.0 | 0.0 | 0.000006 | 0.000024 | 0.0 | 0.053829 | 0.9072 | 0.668534 | 0.0 | 0.0 | 0.0 | 31.103481 | 0.0 | -0.276773 | 1.920655 | 0.919616 | 0.106437 | 0.188839 1.746427 2.09466 0.0 | -3.000612 -3.000612 -3.000612 0.0 | nan | 118.874804 | nan | 1313.734933 | 0.300615 | 356.419422 | 0.106437 |
| 2017-03-11 00:00:00 | 5.7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.693 1.17 0.63 1.134 | 0.693 1.17 0.63 0.0 | 0.0 0.0 0.0 0.0 | 0.342819 1.155656 0.629755 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 28.5 28.5 28.5 0.0 | 0.000029 0.000029 0.000029 0.0 | 0.0 | 0.0 | 0.000006 | 0.000024 | 0.0 | 0.237378 | 1.134 | 0.835104 | 0.0 | 0.0 | 0.0 | 16.4612 | 0.0 | -0.26671 | 0.259929 | 0.849063 | 0.098271 | -0.15398 0.590771 1.464905 0.0 | -3.000641 -3.000642 -3.000642 0.0 | nan | 118.845466 | nan | 1330.196133 | 0.04071 | 313.806845 | 0.098271 |
| 2017-03-12 00:00:00 | 4.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8316 1.404 0.756 1.3608 | 0.8316 1.404 0.756 0.0 | 0.0 0.0 0.0 0.0 | 0.194384 0.813489 0.748184 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 23.0 23.0 23.0 0.0 | 0.000024 0.000024 0.000024 0.0 | 0.0 | 0.0 | 0.000005 | 0.000019 | 0.0 | 0.619401 | 1.3608 | 1.000313 | 0.0 | 0.0 | 0.0 | 14.35899 | 0.0 | -0.189543 | 0.035263 | 0.687603 | 0.079584 | -0.348364 -0.222718 0.716721 0.0 | -3.000665 -3.000665 -3.000665 0.0 | nan | 119.275319 | nan | 1344.555124 | 0.005466 | 271.434962 | 0.079584 |
| 2017-03-13 00:00:00 | 4.2 | 0.9 | 0.0 | 0.0 | 0.0 | 0.72 | 0.6237 1.053 0.567 1.0206 | 0.6237 1.053 0.567 0.0 | 0.198314 0.000023 0.002957 0.0 | 0.206879 0.452527 0.552684 0.0 | 0.198314 0.000023 0.002957 0.0 | 0.0 0.0 0.0 0.0 | 21.000001 21.000001 21.000001 0.0 | 0.000022 0.000022 0.000022 0.0 | 0.72 | 0.0 | 0.027036 | 0.094981 | 0.0 | 0.476296 | 1.0206 | 0.749357 | 0.0 | 0.0 | 0.0 | 10.433303 | 0.0 | -0.133716 | 0.052483 | 0.559937 | 0.064807 | -0.033557 0.044731 0.88108 0.0 | -3.000687 -3.000687 -3.000687 0.0 | nan | 119.590864 | nan | 1354.988427 | 0.047964 | 239.812327 | 0.064807 |
| 2017-03-14 00:00:00 | 7.4 | 0.1 | 0.0 | 0.0 | 0.0 | 0.08 | 0.6237 1.053 0.567 1.0206 | 0.6237 1.053 0.567 0.0 | 0.023913 0.000002 0.000192 0.0 | 0.223902 0.377698 0.535186 0.0 | 0.023913 0.000002 0.000192 0.0 | 0.0 0.0 0.0 0.0 | 37.0 37.0 37.0 0.0 | 0.000038 0.000038 0.000038 0.0 | 0.08 | 0.0 | 0.003281 | 0.011453 | 0.0 | 0.48983 | 1.0206 | 0.747587 | 0.0 | 0.0 | 0.0 | 10.54758 | 0.0 | -0.098574 | 0.048575 | 0.469444 | 0.054334 | -0.201372 -0.252968 0.425702 0.0 | -3.000725 -3.000725 -3.000725 0.0 | nan | 119.978839 | nan | 1365.536007 | 0.010842 | 213.43259 | 0.054334 |
| 2017-03-15 00:00:00 | 6.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8316 1.404 0.756 1.3608 | 0.8316 1.404 0.756 0.0 | 0.0 0.0 0.0 0.0 | 0.171771 0.216652 0.491877 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 31.5 31.5 31.5 0.0 | 0.000032 0.000032 0.000032 0.0 | 0.0 | 0.0 | 0.000007 | 0.000026 | 0.0 | 0.832568 | 1.3608 | 0.974442 | 0.0 | 0.0 | 0.0 | 9.39997 | 0.0 | -0.072142 | 0.00917 | 0.393353 | 0.045527 | -0.373143 -0.46962 -0.066175 0.0 | -3.000757 -3.000757 -3.000757 0.0 | nan | 120.739258 | nan | 1374.935977 | 0.001698 | 189.671997 | 0.045527 |
| 2017-03-16 00:00:00 | 8.7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9702 1.638 0.882 1.5876 | 0.9702 1.638 0.882 0.0 | 0.0 0.0 0.0 0.0 | 0.116297 0.128142 0.249606 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 43.5 43.5 43.5 0.0 | 0.000045 0.000045 0.000045 0.0 | 0.0 | 0.0 | 0.000009 | 0.000036 | 0.0 | 1.068504 | 1.5876 | 1.10469 | 0.0 | 0.0 | 0.0 | 9.198082 | 0.0 | -0.052736 | 0.001156 | 0.330516 | 0.038254 | -0.489441 -0.597762 -0.31578 0.0 | -3.000802 -3.000802 -3.000802 0.0 | nan | 121.755016 | nan | 1384.134058 | 0.000578 | 169.289574 | 0.038254 |
| 2017-03-17 00:00:00 | 6.4 | 3.9 | 0.0 | 0.0 | 0.0 | 3.12 | 0.7623 1.287 0.693 1.2474 | 0.7623 1.287 0.693 0.0 | 1.818463 0.016206 0.250957 0.0 | 0.484994 0.989435 0.602563 0.0 | 1.818463 0.016206 0.250957 0.0 | 0.0 0.0 0.0 0.0 | 32.0 32.0 32.0 0.0 | 0.000033 0.000033 0.000033 0.0 | 3.12 | 0.0 | 0.2581 | 0.888778 | 0.0 | 0.282973 | 1.2474 | 0.909652 | 0.0 | 0.0 | 0.0 | -12.428574 | 0.0 | -0.040442 | 0.436312 | 0.301193 | 0.03486 | 0.327102 1.516597 1.9507 0.0 | -3.000834 -3.000835 -3.000835 0.0 | nan | 121.739448 | nan | 1371.705484 | 0.453044 | 175.698347 | 0.03486 |
| 2017-03-18 00:00:00 | 5.2 | 8.7 | 0.0 | 0.0 | 0.0 | 6.96 | 0.7623 1.287 0.693 1.2474 | 0.7623 1.287 0.693 0.0 | 6.071563 4.670998 5.753257 0.0 | 0.685968 1.286933 0.692984 0.0 | 6.071563 4.670998 5.753257 0.0 | 0.0 0.0 0.0 0.0 | 26.0 26.0 26.0 0.0 | 0.000027 0.000027 0.000027 0.0 | 6.96 | 0.0 | 1.175769 | 4.561398 | 0.0 | 0.050718 | 1.2474 | 0.919301 | 0.0 | 0.0 | 0.0 | -76.877683 | 0.0 | -0.06674 | 2.896153 | 0.467416 | 0.054099 | 0.52957 2.518667 2.464459 0.0 | -3.000861 -3.000862 -3.000862 0.0 | nan | 120.547657 | nan | 1294.827801 | 2.118288 | 297.008426 | 0.054099 |
| 2017-03-19 00:00:00 | 5.1 | 26.4 | 0.0 | 0.0 | 0.0 | 21.12 | 0.3465 0.585 0.315 0.567 | 0.3465 0.585 0.315 0.0 | 20.402784 20.094611 20.410298 0.0 | 0.337475 0.584999 0.314999 0.0 | 20.402784 20.094611 20.410298 0.0 | 0.0 0.0 0.0 0.0 | 25.5 25.5 25.5 0.0 | 0.000026 0.000026 0.000026 0.0 | 21.12 | 0.0 | 4.077907 | 16.640994 | 0.0 | 0.005996 | 0.567 | 0.417923 | 0.0 | 0.0 | 0.0 | -185.215164 | 0.0 | -0.500625 | 11.201779 | 1.596338 | 0.184761 | 0.909311 2.959057 2.859162 0.0 | -3.000887 -3.000888 -3.000888 0.0 | nan | 115.975121 | nan | 1109.612637 | 7.557504 | 764.55411 | 0.184761 |
| 2017-03-20 00:00:00 | 8.7 | 11.5 | 0.0 | 0.0 | 0.0 | 9.2 | 0.4158 0.702 0.378 0.6804 | 0.4158 0.702 0.378 0.0 | 8.931935 8.697486 8.951417 0.0 | 0.406537 0.701998 0.377999 0.0 | 8.931935 8.697486 8.951417 0.0 | 0.0 0.0 0.0 0.0 | 43.5 43.5 43.5 0.0 | 0.000045 0.000045 0.000045 0.0 | 9.2 | 0.0 | 1.660678 | 7.368982 | 0.0 | 0.006156 | 0.6804 | 0.501513 | 0.0 | 0.0 | 0.0 | -25.509302 | 0.0 | -2.410977 | 10.723056 | 3.843916 | 0.444898 | 0.77084 2.759573 2.729747 0.0 | -3.000932 -3.000932 -3.000932 0.0 | nan | 111.909622 | nan | 1084.103335 | 4.203431 | 999.983517 | 0.444898 |
| 2017-03-21 00:00:00 | 6.2 | 0.9 | 0.0 | 0.0 | 0.0 | 0.72 | 1.0395 1.755 0.945 1.701 | 1.0395 1.755 0.945 0.0 | 0.554126 0.276001 0.548122 0.0 | 0.842875 1.754558 0.944963 0.0 | 0.554126 0.276001 0.548122 0.0 | 0.0 0.0 0.0 0.0 | 31.0 31.0 31.0 0.0 | 0.000032 0.000032 0.000032 0.0 | 0.72 | 0.0 | 0.081904 | 0.396406 | 0.0 | 0.130834 | 1.701 | 1.253473 | 0.0 | 0.0 | 0.0 | 4.323781 | 0.0 | -2.598518 | 3.885184 | 4.067252 | 0.470747 | 0.093839 1.449014 1.956662 0.0 | -3.000964 -3.000964 -3.000964 0.0 | nan | 109.360034 | nan | 1088.427116 | 0.714654 | 871.419237 | 0.470747 |
| 2017-03-22 00:00:00 | 5.9 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.386 2.34 1.26 2.268 | 1.386 2.34 1.26 0.0 | 0.0 0.0 0.0 0.0 | 0.443211 1.68771 1.251505 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 29.5 29.5 29.5 0.0 | 0.00003 0.00003 0.00003 0.0 | 0.0 | 0.0 | 0.000005 | 0.000026 | 0.0 | 0.843462 | 2.268 | 1.668736 | 0.0 | 0.0 | 0.0 | 17.32388 | 0.0 | -1.448082 | 0.617804 | 2.979654 | 0.344867 | -0.349371 -0.238696 0.705157 0.0 | -3.000994 -3.000994 -3.000994 0.0 | nan | 108.755409 | nan | 1105.750996 | 0.096875 | 686.580539 | 0.344867 |
| 2017-03-23 00:00:00 | 5.2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.1088 1.872 1.008 1.8144 | 1.1088 1.872 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.139085 0.270011 0.749585 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 26.0 26.0 26.0 0.0 | 0.000027 0.000027 0.000027 0.0 | 0.0 | 0.0 | 0.000005 | 0.000023 | 0.0 | 1.176986 | 1.8144 | 1.309014 | 0.0 | 0.0 | 0.0 | 49.332488 | 0.0 | -0.754993 | 0.083772 | 2.101834 | 0.243268 | -0.488456 -0.508708 -0.044428 0.0 | -3.001021 -3.001021 -3.001021 0.0 | nan | 109.177397 | nan | 1155.083484 | 0.013125 | 550.484087 | 0.243268 |
| 2017-03-24 00:00:00 | 5.2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.1088 1.872 1.008 1.8144 | 1.1088 1.872 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.087831 0.124898 0.285202 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 26.0 26.0 26.0 0.0 | 0.000027 0.000027 0.000027 0.0 | 0.0 | 0.0 | 0.000005 | 0.000022 | 0.0 | 1.259234 | 1.8144 | 1.263247 | 0.0 | 0.0 | 0.0 | 49.279072 | 0.0 | -0.44947 | 0.011353 | 1.536679 | 0.177856 | -0.576287 -0.633605 -0.329631 0.0 | -3.001047 -3.001048 -3.001048 0.0 | nan | 109.987156 | nan | 1204.362556 | 0.001795 | 452.570417 | 0.177856 |
| 2017-03-25 00:00:00 | 5.9 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8316 1.404 0.756 1.3608 | 0.8316 1.404 0.756 0.0 | 0.0 0.0 0.0 0.0 | 0.049333 0.062911 0.109412 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 29.5 29.5 29.5 0.0 | 0.00003 0.00003 0.00003 0.0 | 0.0 | 0.0 | 0.000005 | 0.000025 | 0.0 | 0.965599 | 1.3608 | 0.9371 | 0.0 | 0.0 | 0.0 | 38.991611 | 0.0 | -0.290317 | 0.001575 | 1.164158 | 0.134741 | -0.625621 -0.696516 -0.439043 0.0 | -3.001078 -3.001078 -3.001078 0.0 | nan | 110.662433 | nan | 1243.354167 | 0.000245 | 380.275908 | 0.134741 |
| 2017-03-26 00:00:00 | 6.7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9009 1.521 0.819 1.4742 | 0.9009 1.521 0.819 0.0 | 0.0 0.0 0.0 0.0 | 0.043679 0.052843 0.081011 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 33.5 33.5 33.5 0.0 | 0.000034 0.000034 0.000034 0.0 | 0.0 | 0.0 | 0.000006 | 0.000029 | 0.0 | 1.057594 | 1.4742 | 1.01144 | 0.0 | 0.0 | 0.0 | 29.280516 | 0.0 | -0.194008 | 0.000223 | 0.907802 | 0.10507 | -0.669299 -0.749359 -0.520054 0.0 | -3.001112 -3.001112 -3.001112 0.0 | nan | 111.526012 | nan | 1272.634683 | 0.00005 | 324.866774 | 0.10507 |
| 2017-03-27 00:00:00 | 7.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.1088 1.872 1.008 1.8144 | 1.1088 1.872 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.04431 0.051555 0.072303 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 35.0 35.0 35.0 0.0 | 0.000036 0.000036 0.000036 0.0 | 0.0 | 0.0 | 0.000007 | 0.00003 | 0.0 | 1.31233 | 1.8144 | 1.24206 | 0.0 | 0.0 | 0.0 | 22.837244 | 0.0 | -0.131204 | 0.00006 | 0.723672 | 0.083758 | -0.713609 -0.800914 -0.592357 0.0 | -3.001148 -3.001148 -3.001148 0.0 | nan | 112.707133 | nan | 1295.471927 | 0.00002 | 281.085639 | 0.083758 |
| 2017-03-28 00:00:00 | 8.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.3167 2.223 1.197 2.1546 | 1.3167 2.223 1.197 0.0 | 0.0 0.0 0.0 0.0 | 0.04334 0.048893 0.064061 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 41.5 41.5 41.5 0.0 | 0.000043 0.000043 0.000043 0.0 | 0.0 | 0.0 | 0.000008 | 0.000035 | 0.0 | 1.568522 | 2.1546 | 1.472664 | 0.0 | 0.0 | 0.0 | 19.142318 | 0.0 | -0.089588 | 0.000038 | 0.586819 | 0.067919 | -0.756949 -0.849808 -0.656417 0.0 | -3.00119 -3.001191 -3.001191 0.0 | nan | 114.186058 | nan | 1314.614245 | 0.000018 | 245.641069 | 0.067919 |
| 2017-03-29 00:00:00 | 9.0 | 1.5 | 0.0 | 0.0 | 0.0 | 1.2 | 0.5544 0.936 0.504 0.9072 | 0.5544 0.936 0.504 0.0 | 0.261855 0.000022 0.000144 0.0 | 0.145067 0.238297 0.204217 0.0 | 0.261855 0.000022 0.000144 0.0 | 0.0 0.0 0.0 0.0 | 45.0 45.0 45.0 0.0 | 0.000046 0.000046 0.000046 0.0 | 1.2 | 0.0 | 0.032993 | 0.127487 | 0.0 | 0.503791 | 0.9072 | 0.637859 | 0.0 | 0.0 | 0.0 | 11.981734 | 0.0 | -0.062933 | 0.052181 | 0.488196 | 0.056504 | 0.036129 0.111873 0.339221 0.0 | -3.001236 -3.001237 -3.001237 0.0 | nan | 114.593923 | nan | 1326.595979 | 0.075324 | 221.305643 | 0.056504 |
| 2017-03-30 00:00:00 | 12.4 | 0.3 | 0.0 | 0.0 | 0.0 | 0.24 | 1.0395 1.755 0.945 1.701 | 1.0395 1.755 0.945 0.0 | 0.076999 0.000006 0.00005 0.0 | 0.397315 0.624883 0.602032 0.0 | 0.076999 0.000006 0.00005 0.0 | 0.0 0.0 0.0 0.0 | 62.0 62.0 62.0 0.0 | 0.000064 0.000064 0.000064 0.0 | 0.24 | 0.0 | 0.009771 | 0.037475 | 0.0 | 0.802147 | 1.701 | 1.21785 | 0.0 | 0.0 | 0.0 | 11.0004 | 0.0 | -0.046009 | 0.08814 | 0.422898 | 0.048947 | -0.198185 -0.273016 -0.022861 0.0 | -3.0013 -3.0013 -3.0013 0.0 | nan | 115.34029 | nan | 1337.596379 | 0.024659 | 200.98962 | 0.048947 |
| 2017-03-31 00:00:00 | 15.0 | 0.2 | 0.0 | 0.0 | 0.0 | 0.16 | 1.8711 3.159 1.701 3.0618 | 1.8711 3.159 1.701 0.0 | 0.023623 0.000001 0.000007 0.0 | 0.346813 0.402176 0.468844 0.0 | 0.023623 0.000001 0.000007 0.0 | 0.0 0.0 0.0 0.0 | 75.0 75.0 75.0 0.0 | 0.000077 0.000077 0.000077 0.0 | 0.16 | 0.0 | 0.00307 | 0.011489 | 0.0 | 1.928512 | 3.0618 | 2.130296 | 0.0 | 0.0 | 0.0 | 11.865255 | 0.0 | -0.032068 | 0.029403 | 0.361638 | 0.041856 | -0.40862 -0.515194 -0.331711 0.0 | -3.001377 -3.001377 -3.001377 0.0 | nan | 117.233664 | nan | 1349.461634 | 0.006745 | 180.032437 | 0.041856 |
| 2017-04-01 00:00:00 | 11.8 | 4.5 | 0.0 | 0.0 | 0.0 | 3.6 | 1.2825 1.755 0.945 1.728 | 1.2825 1.755 0.945 0.0 | 1.9917 0.031322 0.415839 0.0 | 0.874859 1.42793 0.831929 0.0 | 1.9917 0.031322 0.415839 0.0 | 0.0 0.0 0.0 0.0 | 59.0 59.0 59.0 0.0 | 0.00006 0.00006 0.00006 0.0 | 3.6 | 0.0 | 0.264795 | 1.007745 | 0.0 | 0.379453 | 1.728 | 1.384995 | 0.0 | 0.0 | 0.0 | -9.848999 | 0.0 | -0.02363 | 0.504805 | 0.33295 | 0.038536 | 0.324821 1.625554 2.02052 0.0 | -3.001437 -3.001438 -3.001438 0.0 | nan | 117.324692 | nan | 1339.612635 | 0.509685 | 188.950355 | 0.038536 |
| 2017-04-02 00:00:00 | 9.4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.368 1.872 1.008 1.8432 | 1.368 1.872 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.610003 1.639835 1.005964 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 47.0 47.0 47.0 0.0 | 0.000048 0.000048 0.000048 0.0 | 0.0 | 0.0 | 0.00001 | 0.00004 | 0.0 | 0.580673 | 1.8432 | 1.488396 | 0.0 | 0.0 | 0.0 | 14.746854 | 0.0 | -0.038374 | 0.440784 | 0.36696 | 0.042472 | -0.285183 -0.014281 1.014556 0.0 | -3.001485 -3.001486 -3.001486 0.0 | nan | 117.866982 | nan | 1354.359489 | 0.068941 | 188.665269 | 0.042472 |
| 2017-04-03 00:00:00 | 8.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.71 2.34 1.26 2.304 | 1.71 2.34 1.26 0.0 | 0.0 0.0 0.0 0.0 | 0.226994 0.478502 1.030203 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 40.5 40.5 40.5 0.0 | 0.000041 0.000041 0.000041 0.0 | 0.0 | 0.0 | 0.000008 | 0.000034 | 0.0 | 1.603398 | 2.304 | 1.83539 | 0.0 | 0.0 | 0.0 | 11.605867 | 0.0 | -0.036226 | 0.059677 | 0.332852 | 0.038524 | -0.512177 -0.492783 -0.015647 0.0 | -3.001527 -3.001527 -3.001527 0.0 | nan | 119.434146 | nan | 1365.965356 | 0.009298 | 171.045254 | 0.038524 |
| 2017-04-04 00:00:00 | 7.9 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.7955 2.457 1.323 2.4192 | 1.7955 2.457 1.323 0.0 | 0.0 0.0 0.0 0.0 | 0.119524 0.161068 0.355469 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 39.5 39.5 39.5 0.0 | 0.00004 0.00004 0.00004 0.0 | 0.0 | 0.0 | 0.000008 | 0.000033 | 0.0 | 1.875642 | 2.4192 | 1.85517 | 0.0 | 0.0 | 0.0 | 12.526533 | 0.0 | -0.027827 | 0.008696 | 0.284399 | 0.032917 | -0.631701 -0.653851 -0.371116 0.0 | -3.001567 -3.001568 -3.001568 0.0 | nan | 121.281952 | nan | 1378.491889 | 0.000635 | 153.605043 | 0.032917 |
| 2017-04-05 00:00:00 | 7.5 | 0.4 | 0.0 | 0.0 | 0.0 | 0.32 | 1.4535 1.989 1.071 1.9584 | 1.4535 1.989 1.071 0.0 | 0.014432 0.000001 0.000008 0.0 | 0.119617 0.145282 0.209544 0.0 | 0.014432 0.000001 0.000008 0.0 | 0.0 0.0 0.0 0.0 | 37.5 37.5 37.5 0.0 | 0.000038 0.000038 0.000038 0.0 | 0.32 | 0.0 | 0.002057 | 0.006848 | 0.0 | 1.49806 | 1.9584 | 1.49404 | 0.0 | 0.0 | 0.0 | 12.228507 | 0.0 | -0.022529 | 0.004273 | 0.243287 | 0.028158 | -0.445751 -0.479133 -0.260668 0.0 | -3.001606 -3.001606 -3.001606 0.0 | nan | 122.755427 | nan | 1390.720396 | 0.00321 | 139.018122 | 0.028158 |
| 2017-04-06 00:00:00 | 7.2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.4535 1.989 1.071 1.9584 | 1.4535 1.989 1.071 0.0 | 0.0 0.0 0.0 0.0 | 0.126278 0.143979 0.175695 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 36.0 36.0 36.0 0.0 | 0.000037 0.000037 0.000037 0.0 | 0.0 | 0.0 | 0.000008 | 0.00003 | 0.0 | 1.493898 | 1.9584 | 1.490585 | 0.0 | 0.0 | 0.0 | 11.557873 | 0.0 | -0.019109 | 0.003012 | 0.209661 | 0.024266 | -0.572028 -0.623112 -0.436363 0.0 | -3.001642 -3.001643 -3.001643 0.0 | nan | 124.230208 | nan | 1402.278269 | 0.000228 | 125.881588 | 0.024266 |
| 2017-04-07 00:00:00 | 8.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.684 0.936 0.504 0.9216 | 0.684 0.936 0.504 0.0 | 0.0 0.0 0.0 0.0 | 0.042012 0.045674 0.053504 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 40.5 40.5 40.5 0.0 | 0.000041 0.000041 0.000041 0.0 | 0.0 | 0.0 | 0.000009 | 0.000033 | 0.0 | 0.721842 | 0.9216 | 0.698471 | 0.0 | 0.0 | 0.0 | 9.523129 | 0.0 | -0.016681 | 0.000212 | 0.181972 | 0.021062 | -0.61404 -0.668787 -0.489867 0.0 | -3.001684 -3.001684 -3.001684 0.0 | nan | 124.935359 | nan | 1411.801398 | 0.000049 | 115.136115 | 0.021062 |
| 2017-04-08 00:00:00 | 8.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.1115 1.521 0.819 1.4976 | 1.1115 1.521 0.819 0.0 | 0.0 0.0 0.0 0.0 | 0.055222 0.058913 0.067492 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 43.0 43.0 43.0 0.0 | 0.000044 0.000044 0.000044 0.0 | 0.0 | 0.0 | 0.00001 | 0.000035 | 0.0 | 1.186647 | 1.4976 | 1.13298 | 0.0 | 0.0 | 0.0 | 8.230114 | 0.0 | -0.014257 | 0.000056 | 0.158917 | 0.018393 | -0.669262 -0.727699 -0.557359 0.0 | -3.001728 -3.001728 -3.001728 0.0 | nan | 126.10774 | nan | 1420.031512 | 0.000028 | 105.066701 | 0.018393 |
| 2017-04-09 00:00:00 | 10.5 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.1375 2.925 1.575 2.88 | 2.1375 2.925 1.575 0.0 | 0.0 0.0 0.0 0.0 | 0.078869 0.082516 0.092006 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 52.5 52.5 52.5 0.0 | 0.000054 0.000054 0.000054 0.0 | 0.0 | 0.0 | 0.000012 | 0.000043 | 0.0 | 2.310038 | 2.88 | 2.174705 | 0.0 | 0.0 | 0.0 | 10.517272 | 0.0 | -0.012372 | 0.000048 | 0.137396 | 0.015902 | -0.748131 -0.810216 -0.649366 0.0 | -3.001781 -3.001782 -3.001782 0.0 | nan | 128.405394 | nan | 1430.548784 | 0.000022 | 94.773673 | 0.015902 |
Click to see the graph
>>> round_(model.check_waterbalance(conditions))
0.0
seepage¶
>>> inputs.fxg.series = 10.0
>>> test("wland_gd_seepage",
... axis1=(fluxes.pc, fluxes.fqs, fluxes.fgs, fluxes.rh),
... axis2=(states.dg, states.hs))
Click to see the table
| date | t | p | fxg | fxs | dhs | pc | pe | pet | tf | ei | rf | sf | pm | am | ps | pve | pv | pq | etve | etv | es | et | gr | fxs | fxg | cdg | fgse | fgs | fqs | rh | r | ic | sp | dve | dv | hge | dg | hq | hs | outlet |
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| 2017-02-10 00:00:00 | -2.8 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 0.3942 0.702 0.378 0.6588 | 0.3942 0.702 0.378 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.000001 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.000117 0.000117 0.000117 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.494343 | 0.399555 | 0.444002 | 0.0 | 0.0 | 11.337868 | -441.312411 | 0.0 | 0.327192 | 0.0 | 0.001248 | 0.000144 | -3.0 -3.000001 -3.0 0.0 | -3.0 -3.0 -3.0 0.0 | nan | 129.483667 | nan | 1158.687589 | 0.0 | 11.967233 | 0.000144 |
| 2017-02-11 00:00:00 | -1.5 | 0.4 | 10.0 | 0.0 | 0.0 | 0.32 | 0.5256 0.936 0.504 0.8784 | 0.5256 0.936 0.504 0.0 | 0.000001 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.009388 0.009388 0.009388 0.0 | 0.0 0.0 0.0 0.0 | 0.32 | 0.0 | 0.0 | 0.0 | 0.0 | 0.659727 | 0.8784 | 0.599448 | 0.0 | 0.0 | 11.337868 | -75.6168 | 0.0 | 0.677048 | 0.0 | 0.018395 | 0.002129 | -2.680002 -2.680003 -2.680002 0.0 | -3.0 -3.0 -3.0 0.0 | nan | 119.482573 | nan | 1083.070789 | 0.0 | 40.346927 | 0.002129 |
| 2017-02-12 00:00:00 | -0.9 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 0.4599 0.819 0.441 0.7686 | 0.4599 0.819 0.441 0.0 | 0.0 0.0 0.0 0.0 | 0.000002 0.000004 0.000002 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.069591 0.069591 0.069591 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.577679 | 0.7686 | 0.524888 | 0.0 | 0.0 | 11.337868 | -69.597592 | 0.0 | 0.891566 | 0.0 | 0.060825 | 0.00704 | -2.680004 -2.680007 -2.680004 0.0 | -3.0 -3.0 -3.0 0.0 | nan | 109.613951 | nan | 1013.473197 | 0.0 | 75.855143 | 0.00704 |
| 2017-02-13 00:00:00 | -1.6 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.006707 0.006707 0.006707 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.330299 | 0.4392 | 0.300109 | 0.0 | 0.0 | 11.337868 | -70.558174 | 0.0 | 1.110199 | 0.0 | 0.131045 | 0.015167 | -2.680005 -2.680009 -2.680005 0.0 | -3.0 -3.0 -3.0 0.0 | nan | 99.71658 | nan | 942.915023 | 0.0 | 117.823463 | 0.015167 |
| 2017-02-14 00:00:00 | -1.3 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.018374 0.018374 0.018374 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.330458 | 0.4392 | 0.30025 | 0.0 | 0.0 | 11.337868 | -71.337567 | 0.0 | 1.339527 | 0.0 | 0.231318 | 0.026773 | -2.680007 -2.680011 -2.680006 0.0 | -3.0 -3.0 -3.0 0.0 | nan | 90.048697 | nan | 871.577456 | 0.0 | 164.891537 | 0.026773 |
| 2017-02-15 00:00:00 | 1.7 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 8.50479 8.50479 8.50479 0.0 | 0.000009 0.000009 0.000009 0.0 | 0.0 | 0.0 | 0.000001 | 0.000008 | 0.0 | 0.330587 | 0.4392 | 0.300363 | 0.0 | 0.0 | 11.337868 | -71.733292 | 0.0 | 1.57543 | 0.000004 | 0.361726 | 0.041866 | -2.680008 -2.680013 -2.680007 0.0 | -3.000008 -3.000009 -3.000009 0.0 | nan | 80.616844 | nan | 799.844164 | 0.000003 | 215.842703 | 0.041866 |
| 2017-02-16 00:00:00 | 4.4 | 0.2 | 10.0 | 0.0 | 0.0 | 0.16 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 0.000001 0.0 0.0 0.0 | 0.000002 0.000003 0.000002 0.0 | 0.000001 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 22.000001 22.000001 22.000001 0.0 | 0.000023 0.000023 0.000023 0.0 | 0.16 | 0.0 | 0.000002 | 0.000021 | 0.0 | 0.33069 | 0.4392 | 0.300455 | 0.0 | 0.0 | 11.337868 | -72.274143 | 0.0 | 1.81783 | 0.000015 | 0.52107 | 0.060309 | -2.52001 -2.520016 -2.520009 0.0 | -3.000031 -3.000032 -3.000032 0.0 | nan | 71.427494 | nan | 727.570021 | 0.00001 | 269.677035 | 0.060309 |
| 2017-02-17 00:00:00 | 4.5 | 4.5 | 10.0 | 0.0 | 0.0 | 3.6 | 0.1971 0.351 0.189 0.3294 | 0.1971 0.351 0.189 0.0 | 0.715966 0.000866 0.002554 0.0 | 0.045788 0.103395 0.056195 0.0 | 0.715966 0.000866 0.002554 0.0 | 0.0 0.0 0.0 0.0 | 22.5 22.5 22.5 0.0 | 0.000023 0.000023 0.000023 0.0 | 3.6 | 0.0 | 0.029375 | 0.40368 | 0.0 | 0.18317 | 0.3294 | 0.230973 | 0.0 | 0.0 | 11.337868 | -74.370198 | 0.0 | 2.062232 | 0.105045 | 0.715068 | 0.082762 | 0.318236 0.975723 1.021242 0.0 | -3.000054 -3.000055 -3.000055 0.0 | nan | 62.305652 | nan | 653.199823 | 0.298644 | 333.285905 | 0.082762 |
| 2017-02-18 00:00:00 | 3.4 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 0.1971 0.351 0.189 0.3294 | 0.1971 0.351 0.189 0.0 | 0.0 0.0 0.0 0.0 | 0.14799 0.341643 0.1863 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 17.000016 17.000016 17.000016 0.0 | 0.000018 0.000018 0.000018 0.0 | 0.0 | 0.0 | 0.000001 | 0.000017 | 0.0 | 0.035821 | 0.3294 | 0.243901 | 0.0 | 0.0 | 11.337868 | -76.641165 | 0.0 | 2.2887 | 0.258175 | 0.971888 | 0.112487 | 0.170246 0.634081 0.834941 0.0 | -3.000072 -3.000072 -3.000072 0.0 | nan | 53.292304 | nan | 576.558658 | 0.040486 | 397.944389 | 0.112487 |
| 2017-02-19 00:00:00 | 4.8 | 3.2 | 10.0 | 0.0 | 0.0 | 2.56 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 2.024047 0.452944 0.899585 0.0 | 0.221752 0.46542 0.251473 0.0 | 2.024047 0.452944 0.899585 0.0 | 0.0 0.0 0.0 0.0 | 24.0 24.0 24.0 0.0 | 0.000025 0.000025 0.000025 0.0 | 2.56 | 0.0 | 0.053722 | 1.391945 | 0.0 | 0.028199 | 0.4392 | 0.325524 | 0.0 | 0.0 | 11.337868 | -80.483137 | 0.0 | 2.531996 | 0.752748 | 1.262122 | 0.146079 | 0.484447 2.275716 2.243883 0.0 | -3.000097 -3.000097 -3.000097 0.0 | nan | 44.46091 | nan | 496.075521 | 0.679684 | 485.504717 | 0.146079 |
| 2017-02-20 00:00:00 | 6.7 | 4.6 | 10.0 | 0.0 | 0.0 | 3.68 | 0.1971 0.351 0.189 0.3294 | 0.1971 0.351 0.189 0.0 | 3.340109 2.972326 3.20822 0.0 | 0.184113 0.350996 0.188997 0.0 | 3.340109 2.972326 3.20822 0.0 | 0.0 0.0 0.0 0.0 | 33.5 33.5 33.5 0.0 | 0.000035 0.000035 0.000035 0.0 | 3.68 | 0.0 | 0.078869 | 3.145638 | 0.0 | 0.008653 | 0.3294 | 0.244193 | 0.0 | 0.0 | 11.337868 | -87.800968 | 0.0 | 2.582112 | 2.345023 | 1.796926 | 0.207978 | 0.640224 2.632393 2.526666 0.0 | -3.000131 -3.000131 -3.000131 0.0 | nan | 35.634937 | nan | 408.274552 | 1.480298 | 627.786295 | 0.207978 |
| 2017-02-21 00:00:00 | 5.8 | 2.3 | 10.0 | 0.0 | 0.0 | 1.84 | 0.3942 0.702 0.378 0.6588 | 0.3942 0.702 0.378 0.0 | 1.642161 1.408849 1.618933 0.0 | 0.36381 0.701991 0.377995 0.0 | 1.642161 1.408849 1.618933 0.0 | 0.0 0.0 0.0 0.0 | 29.0 29.0 29.0 0.0 | 0.00003 0.00003 0.00003 0.0 | 1.84 | 0.0 | 0.023727 | 1.54852 | 0.0 | 0.02025 | 0.6588 | 0.488386 | 0.0 | 0.0 | 11.337868 | -95.251471 | 0.0 | 2.59304 | 2.171735 | 2.461991 | 0.284953 | 0.474253 2.361553 2.369738 0.0 | -3.000161 -3.000161 -3.000161 0.0 | nan | 26.886631 | nan | 313.023081 | 0.857083 | 726.636002 | 0.284953 |
| 2017-02-22 00:00:00 | 6.5 | 18.0 | 10.0 | 0.0 | 0.0 | 14.4 | 0.5256 0.936 0.504 0.8784 | 0.5256 0.936 0.504 0.0 | 13.589478 13.049179 13.564578 0.0 | 0.504698 0.935996 0.503997 0.0 | 13.589478 13.049179 13.564578 0.0 | 0.0 0.0 0.0 0.0 | 32.5 32.5 32.5 0.0 | 0.000033 0.000033 0.000033 0.0 | 14.4 | 0.0 | 0.104481 | 13.330898 | 0.0 | 0.013929 | 0.8784 | 0.65119 | 0.0 | 0.0 | 11.337868 | -118.317035 | 0.0 | 2.29727 | 8.236518 | 3.55707 | 0.411698 | 0.780078 2.776379 2.701163 0.0 | -3.000194 -3.000195 -3.000195 0.0 | nan | 17.75548 | nan | 194.706047 | 5.951464 | 1067.203114 | 0.411698 |
| 2017-02-23 00:00:00 | 5.0 | 19.2 | 10.0 | 0.0 | 0.0 | 15.36 | 0.3285 0.585 0.315 0.549 | 0.3285 0.585 0.315 0.0 | 14.927269 14.656171 14.931694 0.0 | 0.322035 0.584999 0.314999 0.0 | 14.927269 14.656171 14.931694 0.0 | 0.0 0.0 0.0 0.0 | 25.0 25.0 25.0 0.0 | 0.000026 0.000026 0.000026 0.0 | 15.36 | 0.0 | 0.038178 | 14.812048 | 0.0 | 0.004309 | 0.549 | 0.406996 | 0.0 | 0.0 | 11.337868 | -171.354682 | 0.0 | 0.76195 | 13.53591 | 6.280166 | 0.726871 | 0.890774 2.895209 2.81447 0.0 | -3.00022 -3.000221 -3.000221 0.0 | nan | 7.145693 | nan | 23.351365 | 7.227602 | 1464.867412 | 0.726871 |
| 2017-02-24 00:00:00 | 3.0 | 0.4 | 10.0 | 0.0 | 0.0 | 0.32 | 0.5256 0.936 0.504 0.8784 | 0.5256 0.936 0.504 0.0 | 0.294508 0.228504 0.294805 0.0 | 0.495654 0.935979 0.503995 0.0 | 0.294508 0.228504 0.294805 0.0 | 0.0 0.0 0.0 0.0 | 15.00006 15.00006 15.00006 0.0 | 0.000015 0.000015 0.000015 0.0 | 0.32 | 0.0 | 0.00005 | 0.274707 | 0.0 | 0.019964 | 0.8784 | 0.65119 | 0.0 | 0.0 | 11.337868 | -25.760905 | 0.0 | 0.470714 | 6.412005 | 7.794027 | 0.902086 | 0.420612 2.050726 2.335669 0.0 | -3.000236 -3.000236 -3.000236 0.0 | nan | -3.701548 | nan | -2.40954 | 1.090304 | 1409.554385 | 0.902086 |
| 2017-02-25 00:00:00 | 3.1 | 8.3 | 10.0 | 0.0 | 0.0 | 6.64 | 0.3285 0.585 0.315 0.549 | 0.3285 0.585 0.315 0.0 | 6.067423 5.421468 6.057732 0.0 | 0.308292 0.584994 0.314997 0.0 | 6.067423 5.421468 6.057732 0.0 | 0.0 0.0 0.0 0.0 | 15.500043 15.500043 15.500043 0.0 | 0.000016 0.000016 0.000016 0.0 | 6.64 | 0.0 | 0.0 | 5.872684 | 0.0 | 0.01347 | 0.549 | 0.406994 | 0.0 | 0.0 | 11.337868 | -6.780234 | 0.0 | 4.500193 | 4.21241 | 7.327723 | 0.848116 | 0.684897 2.684264 2.60294 0.0 | -3.000251 -3.000252 -3.000252 0.0 | nan | -10.525753 | nan | -9.189775 | 2.750577 | 1454.125841 | 0.848116 |
| 2017-02-26 00:00:00 | 7.1 | 5.3 | 10.0 | 0.0 | 0.0 | 4.24 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 3.990618 3.797448 3.989293 0.0 | 0.251901 0.467998 0.251998 0.0 | 3.990618 3.797448 3.989293 0.0 | 0.0 0.0 0.0 0.0 | 35.5 35.5 35.5 0.0 | 0.000037 0.000037 0.000037 0.0 | 4.24 | 0.0 | 0.0 | 3.932571 | 0.0 | 0.007265 | 0.4392 | 0.325597 | 0.0 | 0.0 | 11.337868 | -7.072746 | 0.0 | 4.217222 | 4.611493 | 7.77218 | 0.899558 | 0.682378 2.658817 2.601648 0.0 | -3.000288 -3.000288 -3.000288 0.0 | nan | -17.639134 | nan | -16.262521 | 2.071655 | 1481.260298 | 0.899558 |
| 2017-02-27 00:00:00 | 9.4 | 0.7 | 10.0 | 0.0 | 0.0 | 0.56 | 0.8541 1.521 0.819 1.4274 | 0.8541 1.521 0.819 0.0 | 0.424053 0.206901 0.404342 0.0 | 0.695521 1.52066 0.818961 0.0 | 0.424053 0.206901 0.404342 0.0 | 0.0 0.0 0.0 0.0 | 47.0 47.0 47.0 0.0 | 0.000048 0.000048 0.000048 0.0 | 0.56 | 0.0 | 0.0 | 0.356985 | 0.0 | 0.105809 | 1.4274 | 1.05817 | 0.0 | 0.0 | 11.337868 | -5.373284 | 0.0 | 6.507357 | 2.016054 | 7.818686 | 0.904941 | 0.122804 1.491256 1.938345 0.0 | -3.000336 -3.000337 -3.000337 0.0 | nan | -22.363837 | nan | -21.635805 | 0.412586 | 1475.219678 | 0.904941 |
| 2017-02-28 00:00:00 | 4.6 | 2.7 | 10.0 | 0.0 | 0.0 | 2.16 | 0.5913 1.053 0.567 0.9882 | 0.5913 1.053 0.567 0.0 | 1.504266 0.475364 1.340625 0.0 | 0.45369 1.052728 0.566963 0.0 | 1.504266 0.475364 1.340625 0.0 | 0.0 0.0 0.0 0.0 | 23.0 23.0 23.0 0.0 | 0.000024 0.000024 0.000024 0.0 | 2.16 | 0.0 | 0.0 | 1.179255 | 0.0 | 0.091812 | 0.9882 | 0.732576 | 0.0 | 0.0 | 11.337868 | -3.307634 | 0.0 | 7.99577 | 0.990315 | 7.84068 | 0.907486 | 0.324849 2.123164 2.190757 0.0 | -3.00036 -3.000361 -3.000361 0.0 | nan | -25.614123 | nan | -24.943439 | 0.601526 | 1485.496379 | 0.907486 |
| 2017-03-01 00:00:00 | 3.7 | 1.6 | 10.0 | 0.0 | 0.0 | 1.28 | 0.4851 0.819 0.441 0.7938 | 0.4851 0.819 0.441 0.0 | 0.950677 0.497096 0.87597 0.0 | 0.384085 0.818947 0.440979 0.0 | 0.950677 0.497096 0.87597 0.0 | 0.0 0.0 0.0 0.0 | 18.500006 18.500006 18.500006 0.0 | 0.000019 0.000019 0.000019 0.0 | 1.28 | 0.0 | 0.0 | 0.807151 | 0.0 | 0.067348 | 0.7938 | 0.585105 | 0.0 | 0.0 | 11.337868 | -3.305347 | 0.0 | 8.004341 | 0.982014 | 7.909207 | 0.915417 | 0.270086 2.08712 2.153807 0.0 | -3.000379 -3.00038 -3.00038 0.0 | nan | -28.880303 | nan | -28.248786 | 0.426663 | 1491.632381 | 0.915417 |
| 2017-03-02 00:00:00 | 4.7 | 2.5 | 10.0 | 0.0 | 0.0 | 2.0 | 0.4851 0.819 0.441 0.7938 | 0.4851 0.819 0.441 0.0 | 1.532258 1.008873 1.46039 0.0 | 0.393812 0.818966 0.440983 0.0 | 1.532258 1.008873 1.46039 0.0 | 0.0 0.0 0.0 0.0 | 23.5 23.5 23.5 0.0 | 0.000024 0.000024 0.000024 0.0 | 2.0 | 0.0 | 0.0 | 1.36808 | 0.0 | 0.060859 | 0.7938 | 0.585107 | 0.0 | 0.0 | 11.337868 | -3.267028 | 0.0 | 7.944703 | 1.133532 | 7.969104 | 0.92235 | 0.344016 2.259281 2.252434 0.0 | -3.000403 -3.000404 -3.000404 0.0 | nan | -32.212609 | nan | -31.515814 | 0.661211 | 1500.287833 | 0.92235 |
| 2017-03-03 00:00:00 | 5.9 | 0.6 | 10.0 | 0.0 | 0.0 | 0.48 | 0.7623 1.287 0.693 1.2474 | 0.7623 1.287 0.693 0.0 | 0.289004 0.088949 0.242189 0.0 | 0.505952 1.286374 0.692918 0.0 | 0.289004 0.088949 0.242189 0.0 | 0.0 0.0 0.0 0.0 | 29.5 29.5 29.5 0.0 | 0.00003 0.00003 0.00003 0.0 | 0.48 | 0.0 | 0.0 | 0.224336 | 0.0 | 0.171079 | 1.2474 | 0.919439 | 0.0 | 0.0 | 11.337868 | -3.01492 | 0.0 | 8.352741 | 0.711968 | 8.009543 | 0.92703 | 0.029061 1.363959 1.797327 0.0 | -3.000434 -3.000434 -3.000434 0.0 | nan | -35.026659 | nan | -34.530733 | 0.173579 | 1502.285576 | 0.92703 |
| 2017-03-04 00:00:00 | 7.7 | 0.2 | 10.0 | 0.0 | 0.0 | 0.16 | 0.693 1.17 0.63 1.134 | 0.693 1.17 0.63 0.0 | 0.055998 0.000737 0.020493 0.0 | 0.286944 1.128621 0.629375 0.0 | 0.055998 0.000737 0.020493 0.0 | 0.0 0.0 0.0 0.0 | 38.5 38.5 38.5 0.0 | 0.00004 0.00004 0.00004 0.0 | 0.16 | 0.0 | 0.0 | 0.035909 | 0.0 | 0.28445 | 1.134 | 0.835782 | 0.0 | 0.0 | 11.337868 | -2.163171 | 0.0 | 8.999879 | 0.171979 | 8.029477 | 0.929338 | -0.153882 0.3946 1.307459 0.0 | -3.000473 -3.000474 -3.000474 0.0 | nan | -37.080198 | nan | -36.693904 | 0.037509 | 1505.159376 | 0.929338 |
| 2017-03-05 00:00:00 | 6.3 | 1.7 | 10.0 | 0.0 | 0.0 | 1.36 | 0.5544 0.936 0.504 0.9072 | 0.5544 0.936 0.504 0.0 | 0.699272 0.001281 0.261612 0.0 | 0.321169 0.881292 0.503638 0.0 | 0.699272 0.001281 0.261612 0.0 | 0.0 0.0 0.0 0.0 | 31.5 31.5 31.5 0.0 | 0.000032 0.000032 0.000032 0.0 | 1.36 | 0.0 | 0.0 | 0.446141 | 0.0 | 0.173696 | 0.9072 | 0.668648 | 0.0 | 0.0 | 11.337868 | -2.128034 | 0.0 | 8.949279 | 0.264427 | 8.061202 | 0.933009 | 0.185678 0.872028 1.902208 0.0 | -3.000506 -3.000506 -3.000506 0.0 | nan | -39.295091 | nan | -38.821938 | 0.219222 | 1510.172203 | 0.933009 |
| 2017-03-06 00:00:00 | 3.7 | 0.3 | 10.0 | 0.0 | 0.0 | 0.24 | 0.4158 0.702 0.378 0.6804 | 0.4158 0.702 0.378 0.0 | 0.131675 0.000231 0.068176 0.0 | 0.255712 0.664055 0.377897 0.0 | 0.131675 0.000231 0.068176 0.0 | 0.0 0.0 0.0 0.0 | 18.500006 18.500006 18.500006 0.0 | 0.000019 0.000019 0.000019 0.0 | 0.24 | 0.0 | 0.0 | 0.085911 | 0.0 | 0.119356 | 0.6804 | 0.501505 | 0.0 | 0.0 | 11.337868 | -2.285899 | 0.0 | 8.983597 | 0.239648 | 8.09241 | 0.936622 | 0.038291 0.447742 1.696135 0.0 | -3.000525 -3.000525 -3.000525 0.0 | nan | -41.530007 | nan | -41.107838 | 0.065486 | 1513.030665 | 0.936622 |
| 2017-03-07 00:00:00 | 1.6 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 0.4851 0.819 0.441 0.7938 | 0.4851 0.819 0.441 0.0 | 0.0 0.0 0.0 0.0 | 0.203127 0.528999 0.440409 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 8.006707 8.006707 8.006707 0.0 | 0.000008 0.000008 0.000008 0.0 | 0.0 | 0.0 | 0.0 | 0.000008 | 0.0 | 0.284608 | 0.7938 | 0.585025 | 0.0 | 0.0 | 11.337868 | -1.909937 | 0.0 | 9.215406 | 0.056508 | 8.115161 | 0.939255 | -0.164836 -0.081258 1.255726 0.0 | -3.000533 -3.000533 -3.000533 0.0 | nan | -43.367861 | nan | -43.017774 | 0.008986 | 1515.647073 | 0.939255 |
| 2017-03-08 00:00:00 | 4.0 | 1.8 | 10.0 | 0.0 | 0.0 | 1.44 | 0.4851 0.819 0.441 0.7938 | 0.4851 0.819 0.441 0.0 | 0.768015 0.000467 0.302361 0.0 | 0.289689 0.646975 0.44066 0.0 | 0.768015 0.000467 0.302361 0.0 | 0.0 0.0 0.0 0.0 | 20.000002 20.000002 20.000002 0.0 | 0.000021 0.000021 0.000021 0.0 | 1.44 | 0.0 | 0.0 | 0.491206 | 0.0 | 0.18759 | 0.7938 | 0.585062 | 0.0 | 0.0 | 11.337868 | -2.002462 | 0.0 | 9.033776 | 0.260782 | 8.143848 | 0.942575 | 0.217459 0.711301 1.952705 0.0 | -3.000553 -3.000554 -3.000554 0.0 | nan | -45.484364 | nan | -45.020237 | 0.23941 | 1520.268753 | 0.942575 |
| 2017-03-09 00:00:00 | 5.6 | 8.9 | 10.0 | 0.0 | 0.0 | 7.12 | 0.3465 0.585 0.315 0.567 | 0.3465 0.585 0.315 0.0 | 6.357862 4.564533 6.159076 0.0 | 0.317363 0.584264 0.314994 0.0 | 6.357862 4.564533 6.159076 0.0 | 0.0 0.0 0.0 0.0 | 28.0 28.0 28.0 0.0 | 0.000029 0.000029 0.000029 0.0 | 7.12 | 0.0 | 0.0 | 5.800014 | 0.0 | 0.019668 | 0.567 | 0.417939 | 0.0 | 0.0 | 11.337868 | -4.423548 | 0.0 | 5.966305 | 3.318541 | 8.245546 | 0.954346 | 0.662235 2.682504 2.598635 0.0 | -3.000582 -3.000583 -3.000583 0.0 | nan | -50.83626 | nan | -49.443785 | 2.720883 | 1540.266989 | 0.954346 |
| 2017-03-10 00:00:00 | 5.8 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 0.5544 0.936 0.504 0.9072 | 0.5544 0.936 0.504 0.0 | 0.0 0.0 0.0 0.0 | 0.473407 0.93593 0.503987 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 29.0 29.0 29.0 0.0 | 0.00003 0.00003 0.00003 0.0 | 0.0 | 0.0 | 0.0 | 0.00003 | 0.0 | 0.054013 | 0.9072 | 0.668701 | 0.0 | 0.0 | 11.337868 | -5.347612 | 0.0 | 6.689538 | 2.353198 | 8.293707 | 0.95992 | 0.188828 1.746574 2.094648 0.0 | -3.000612 -3.000612 -3.000612 0.0 | nan | -55.430578 | nan | -54.791397 | 0.367714 | 1534.98974 | 0.95992 |
| 2017-03-11 00:00:00 | 5.7 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 0.693 1.17 0.63 1.134 | 0.693 1.17 0.63 0.0 | 0.0 0.0 0.0 0.0 | 0.342769 1.155579 0.629754 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 28.5 28.5 28.5 0.0 | 0.000029 0.000029 0.000029 0.0 | 0.0 | 0.0 | 0.0 | 0.000029 | 0.0 | 0.238268 | 1.134 | 0.835837 | 0.0 | 0.0 | 11.337868 | -2.288398 | 0.0 | 9.101613 | 0.317906 | 8.286049 | 0.959033 | -0.153941 0.590995 1.464894 0.0 | -3.000641 -3.000642 -3.000642 0.0 | nan | -57.428565 | nan | -57.079795 | 0.049838 | 1536.511814 | 0.959033 |
| 2017-03-12 00:00:00 | 4.6 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 0.8316 1.404 0.756 1.3608 | 0.8316 1.404 0.756 0.0 | 0.0 0.0 0.0 0.0 | 0.194386 0.813195 0.748164 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 23.0 23.0 23.0 0.0 | 0.000024 0.000024 0.000024 0.0 | 0.0 | 0.0 | 0.0 | 0.000024 | 0.0 | 0.621679 | 1.3608 | 1.002235 | 0.0 | 0.0 | 11.337868 | -1.408605 | 0.0 | 9.427045 | 0.043089 | 8.299973 | 0.960645 | -0.348328 -0.222201 0.71673 0.0 | -3.000665 -3.000665 -3.000665 0.0 | nan | -58.71771 | nan | -58.488399 | 0.006772 | 1537.996418 | 0.960645 |
| 2017-03-13 00:00:00 | 4.2 | 0.9 | 10.0 | 0.0 | 0.0 | 0.72 | 0.6237 1.053 0.567 1.0206 | 0.6237 1.053 0.567 0.0 | 0.198895 0.000023 0.00296 0.0 | 0.207398 0.453561 0.552677 0.0 | 0.198895 0.000023 0.00296 0.0 | 0.0 0.0 0.0 0.0 | 21.000001 21.000001 21.000001 0.0 | 0.000022 0.000022 0.000022 0.0 | 0.72 | 0.0 | 0.0 | 0.119662 | 0.0 | 0.477299 | 1.0206 | 0.750849 | 0.0 | 0.0 | 11.337868 | -1.371285 | 0.0 | 9.40645 | 0.066023 | 8.314634 | 0.962342 | -0.03462 0.044215 0.881093 0.0 | -3.000687 -3.000687 -3.000687 0.0 | nan | -60.17183 | nan | -59.859685 | 0.060411 | 1540.023671 | 0.962342 |
| 2017-03-14 00:00:00 | 7.4 | 0.1 | 10.0 | 0.0 | 0.0 | 0.08 | 0.6237 1.053 0.567 1.0206 | 0.6237 1.053 0.567 0.0 | 0.023841 0.000002 0.000192 0.0 | 0.223276 0.376887 0.534972 0.0 | 0.023841 0.000002 0.000192 0.0 | 0.0 0.0 0.0 0.0 | 37.0 37.0 37.0 0.0 | 0.000038 0.000038 0.000038 0.0 | 0.08 | 0.0 | 0.0 | 0.014363 | 0.0 | 0.492272 | 1.0206 | 0.749114 | 0.0 | 0.0 | 11.337868 | -1.451432 | 0.0 | 9.435495 | 0.060692 | 8.330075 | 0.964129 | -0.201738 -0.252674 0.425928 0.0 | -3.000725 -3.000725 -3.000725 0.0 | nan | -61.581932 | nan | -61.311116 | 0.014082 | 1541.658538 | 0.964129 |
| 2017-03-15 00:00:00 | 6.3 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 0.8316 1.404 0.756 1.3608 | 0.8316 1.404 0.756 0.0 | 0.0 0.0 0.0 0.0 | 0.171522 0.21667 0.4912 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 31.5 31.5 31.5 0.0 | 0.000032 0.000032 0.000032 0.0 | 0.0 | 0.0 | 0.0 | 0.000032 | 0.0 | 0.835747 | 1.3608 | 0.977039 | 0.0 | 0.0 | 11.337868 | -1.070292 | 0.0 | 9.504299 | 0.012139 | 8.342553 | 0.965573 | -0.37326 -0.469344 -0.065272 0.0 | -3.000757 -3.000757 -3.000757 0.0 | nan | -62.579754 | nan | -62.381408 | 0.001975 | 1542.904461 | 0.965573 |
| 2017-03-16 00:00:00 | 8.7 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 0.9702 1.638 0.882 1.5876 | 0.9702 1.638 0.882 0.0 | 0.0 0.0 0.0 0.0 | 0.116223 0.128208 0.249667 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 43.5 43.5 43.5 0.0 | 0.000045 0.000045 0.000045 0.0 | 0.0 | 0.0 | 0.0 | 0.000045 | 0.0 | 1.07248 | 1.5876 | 1.108179 | 0.0 | 0.0 | 11.337868 | -0.788816 | 0.0 | 9.537177 | 0.001726 | 8.351801 | 0.966644 | -0.489483 -0.597552 -0.314939 0.0 | -3.000802 -3.000802 -3.000802 0.0 | nan | -63.307966 | nan | -63.170225 | 0.000294 | 1544.40086 | 0.966644 |
| 2017-03-17 00:00:00 | 6.4 | 3.9 | 10.0 | 0.0 | 0.0 | 3.12 | 0.7623 1.287 0.693 1.2474 | 0.7623 1.287 0.693 0.0 | 1.81855 0.016239 0.253053 0.0 | 0.484984 0.989407 0.602651 0.0 | 1.81855 0.016239 0.253053 0.0 | 0.0 0.0 0.0 0.0 | 32.0 32.0 32.0 0.0 | 0.000033 0.000033 0.000033 0.0 | 3.12 | 0.0 | 0.0 | 1.12134 | 0.0 | 0.284049 | 1.2474 | 0.910595 | 0.0 | 0.0 | 11.337868 | -1.724514 | 0.0 | 8.935511 | 0.551642 | 8.37268 | 0.96906 | 0.326983 1.516802 1.949358 0.0 | -3.000834 -3.000835 -3.000835 0.0 | nan | -65.426275 | nan | -64.894739 | 0.569992 | 1548.725948 | 0.96906 |
| 2017-03-18 00:00:00 | 5.2 | 8.7 | 10.0 | 0.0 | 0.0 | 6.96 | 0.7623 1.287 0.693 1.2474 | 0.7623 1.287 0.693 0.0 | 6.071439 4.671048 5.751904 0.0 | 0.685957 1.286933 0.692984 0.0 | 6.071439 4.671048 5.751904 0.0 | 0.0 0.0 0.0 0.0 | 26.0 26.0 26.0 0.0 | 0.000027 0.000027 0.000027 0.0 | 6.96 | 0.0 | 0.0 | 5.619395 | 0.0 | 0.050913 | 1.2474 | 0.919467 | 0.0 | 0.0 | 11.337868 | -4.678907 | 0.0 | 5.785493 | 3.579887 | 8.45148 | 0.978181 | 0.529587 2.51882 2.46447 0.0 | -3.000861 -3.000862 -3.000862 0.0 | nan | -70.927737 | nan | -69.573646 | 2.6095 | 1562.419202 | 0.978181 |
| 2017-03-19 00:00:00 | 5.1 | 26.4 | 10.0 | 0.0 | 0.0 | 21.12 | 0.3465 0.585 0.315 0.567 | 0.3465 0.585 0.315 0.0 | 20.402804 20.094766 20.410313 0.0 | 0.337475 0.584999 0.314999 0.0 | 20.402804 20.094766 20.410313 0.0 | 0.0 0.0 0.0 0.0 | 25.5 25.5 25.5 0.0 | 0.000026 0.000026 0.000026 0.0 | 21.12 | 0.0 | 0.0 | 20.31117 | 0.0 | 0.006017 | 0.567 | 0.417941 | 0.0 | 0.0 | 11.337868 | -13.741511 | 0.0 | -5.099846 | 13.714547 | 8.666954 | 1.00312 | 0.909308 2.959056 2.859158 0.0 | -3.000887 -3.000888 -3.000888 0.0 | nan | -87.359435 | nan | -83.315157 | 9.206122 | 1596.734119 | 1.00312 |
| 2017-03-20 00:00:00 | 8.7 | 11.5 | 10.0 | 0.0 | 0.0 | 9.2 | 0.4158 0.702 0.378 0.6804 | 0.4158 0.702 0.378 0.0 | 8.931936 8.697492 8.951417 0.0 | 0.406537 0.701998 0.377999 0.0 | 8.931936 8.697492 8.951417 0.0 | 0.0 0.0 0.0 0.0 | 43.5 43.5 43.5 0.0 | 0.000045 0.000045 0.000045 0.0 | 9.2 | 0.0 | 0.0 | 8.863595 | 0.0 | 0.006176 | 0.6804 | 0.50153 | 0.0 | 0.0 | 11.337868 | -17.221205 | 0.0 | -4.551638 | 13.006593 | 8.799881 | 1.018505 | 0.770835 2.759566 2.729743 0.0 | -3.000932 -3.000932 -3.000932 0.0 | nan | -103.242765 | nan | -100.536362 | 5.063124 | 1601.855507 | 1.018505 |
| 2017-03-21 00:00:00 | 6.2 | 0.9 | 10.0 | 0.0 | 0.0 | 0.72 | 1.0395 1.755 0.945 1.701 | 1.0395 1.755 0.945 0.0 | 0.554136 0.27601 0.548116 0.0 | 0.842885 1.754558 0.944963 0.0 | 0.554136 0.27601 0.548116 0.0 | 0.0 0.0 0.0 0.0 | 31.0 31.0 31.0 0.0 | 0.000032 0.000032 0.000032 0.0 | 0.72 | 0.0 | 0.0 | 0.470128 | 0.0 | 0.131219 | 1.701 | 1.253818 | 0.0 | 0.0 | 11.337868 | -8.343374 | 0.0 | 4.769683 | 4.675708 | 8.813693 | 1.020103 | 0.093815 1.448998 1.956663 0.0 | -3.000964 -3.000964 -3.000964 0.0 | nan | -109.679732 | nan | -108.879736 | 0.857544 | 1599.642563 | 1.020103 |
| 2017-03-22 00:00:00 | 5.9 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 1.386 2.34 1.26 2.268 | 1.386 2.34 1.26 0.0 | 0.0 0.0 0.0 0.0 | 0.443224 1.687536 1.251484 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 29.5 29.5 29.5 0.0 | 0.00003 0.00003 0.00003 0.0 | 0.0 | 0.0 | 0.0 | 0.00003 | 0.0 | 0.845974 | 2.268 | 1.670906 | 0.0 | 0.0 | 11.337868 | -1.958155 | 0.0 | 9.229906 | 0.741361 | 8.811762 | 1.01988 | -0.349409 -0.238537 0.705179 0.0 | -3.000994 -3.000994 -3.000994 0.0 | nan | -110.94172 | nan | -110.837891 | 0.116214 | 1600.151973 | 1.01988 |
| 2017-03-23 00:00:00 | 5.2 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 1.1088 1.872 1.008 1.8144 | 1.1088 1.872 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.139055 0.270034 0.749157 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 26.0 26.0 26.0 0.0 | 0.000027 0.000027 0.000027 0.0 | 0.0 | 0.0 | 0.0 | 0.000027 | 0.0 | 1.180443 | 1.8144 | 1.31201 | 0.0 | 0.0 | 11.337868 | -0.312601 | 0.0 | 9.920933 | 0.100395 | 8.813482 | 1.020079 | -0.488464 -0.508571 -0.043978 0.0 | -3.001021 -3.001021 -3.001021 0.0 | nan | -111.178213 | nan | -111.150492 | 0.015846 | 1600.09592 | 1.020079 |
| 2017-03-24 00:00:00 | 5.2 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 1.1088 1.872 1.008 1.8144 | 1.1088 1.872 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.087824 0.124941 0.285357 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 26.0 26.0 26.0 0.0 | 0.000027 0.000027 0.000027 0.0 | 0.0 | 0.0 | 0.0 | 0.000027 | 0.0 | 1.262958 | 1.8144 | 1.266555 | 0.0 | 0.0 | 11.337868 | -0.075794 | 0.0 | 10.021932 | 0.013699 | 8.814087 | 1.020149 | -0.576288 -0.633511 -0.329335 0.0 | -3.001047 -3.001048 -3.001048 0.0 | nan | -111.231191 | nan | -111.226286 | 0.002174 | 1600.215605 | 1.020149 |
| 2017-03-25 00:00:00 | 5.9 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 0.8316 1.404 0.756 1.3608 | 0.8316 1.404 0.756 0.0 | 0.0 0.0 0.0 0.0 | 0.049332 0.062932 0.109506 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 29.5 29.5 29.5 0.0 | 0.00003 0.00003 0.00003 0.0 | 0.0 | 0.0 | 0.0 | 0.00003 | 0.0 | 0.9685 | 1.3608 | 0.939674 | 0.0 | 0.0 | 11.337868 | -0.280474 | 0.0 | 10.033512 | 0.001894 | 8.815369 | 1.020297 | -0.62562 -0.696443 -0.438841 0.0 | -3.001078 -3.001078 -3.001078 0.0 | nan | -111.567048 | nan | -111.50676 | 0.00031 | 1600.657052 | 1.020297 |
| 2017-03-26 00:00:00 | 6.7 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 0.9009 1.521 0.819 1.4742 | 0.9009 1.521 0.819 0.0 | 0.0 0.0 0.0 0.0 | 0.043678 0.052857 0.081065 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 33.5 33.5 33.5 0.0 | 0.000034 0.000034 0.000034 0.0 | 0.0 | 0.0 | 0.0 | 0.000034 | 0.0 | 1.060824 | 1.4742 | 1.014298 | 0.0 | 0.0 | 11.337868 | -0.257698 | 0.0 | 10.032795 | 0.000287 | 8.818048 | 1.020607 | -0.669298 -0.7493 -0.519906 0.0 | -3.001112 -3.001112 -3.001112 0.0 | nan | -111.811298 | nan | -111.764458 | 0.000057 | 1600.740771 | 1.020607 |
| 2017-03-27 00:00:00 | 7.0 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 1.1088 1.872 1.008 1.8144 | 1.1088 1.872 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.044309 0.051566 0.072339 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 35.0 35.0 35.0 0.0 | 0.000036 0.000036 0.000036 0.0 | 0.0 | 0.0 | 0.0 | 0.000036 | 0.0 | 1.316424 | 1.8144 | 1.245678 | 0.0 | 0.0 | 11.337868 | -0.032241 | 0.0 | 10.045225 | 0.00007 | 8.819349 | 1.020758 | -0.713608 -0.800866 -0.592246 0.0 | -3.001148 -3.001148 -3.001148 0.0 | nan | -111.787517 | nan | -111.796699 | 0.000023 | 1600.956729 | 1.020758 |
| 2017-03-28 00:00:00 | 8.3 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 1.3167 2.223 1.197 2.1546 | 1.3167 2.223 1.197 0.0 | 0.0 0.0 0.0 0.0 | 0.043339 0.048902 0.064086 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 41.5 41.5 41.5 0.0 | 0.000043 0.000043 0.000043 0.0 | 0.0 | 0.0 | 0.0 | 0.000043 | 0.0 | 1.57355 | 2.1546 | 1.477104 | 0.0 | 0.0 | 11.337868 | 0.226425 | 0.0 | 10.03735 | 0.000044 | 8.818534 | 1.020664 | -0.756947 -0.849768 -0.656332 0.0 | -3.00119 -3.001191 -3.001191 0.0 | nan | -111.514486 | nan | -111.570274 | 0.000022 | 1600.524753 | 1.020664 |
| 2017-03-29 00:00:00 | 9.0 | 1.5 | 10.0 | 0.0 | 0.0 | 1.2 | 0.5544 0.936 0.504 0.9072 | 0.5544 0.936 0.504 0.0 | 0.262344 0.000023 0.000145 0.0 | 0.145287 0.238686 0.204268 0.0 | 0.262344 0.000023 0.000145 0.0 | 0.0 0.0 0.0 0.0 | 45.0 45.0 45.0 0.0 | 0.000046 0.000046 0.000046 0.0 | 1.2 | 0.0 | 0.0 | 0.157474 | 0.0 | 0.505162 | 0.9072 | 0.639318 | 0.0 | 0.0 | 11.337868 | -0.618551 | 0.0 | 9.938124 | 0.064378 | 8.820236 | 1.020861 | 0.035422 0.111523 0.339255 0.0 | -3.001236 -3.001237 -3.001237 0.0 | nan | -112.409069 | nan | -112.188825 | 0.093117 | 1601.231569 | 1.020861 |
| 2017-03-30 00:00:00 | 12.4 | 0.3 | 10.0 | 0.0 | 0.0 | 0.24 | 1.0395 1.755 0.945 1.701 | 1.0395 1.755 0.945 0.0 | 0.076871 0.000006 0.00005 0.0 | 0.396709 0.624107 0.601753 0.0 | 0.076871 0.000006 0.00005 0.0 | 0.0 0.0 0.0 0.0 | 62.0 62.0 62.0 0.0 | 0.000064 0.000064 0.000064 0.0 | 0.24 | 0.0 | 0.0 | 0.046193 | 0.0 | 0.805463 | 1.701 | 1.220163 | 0.0 | 0.0 | 11.337868 | -0.72093 | 0.0 | 9.938832 | 0.108768 | 8.827675 | 1.021722 | -0.198158 -0.27259 -0.022548 0.0 | -3.0013 -3.0013 -3.0013 0.0 | nan | -113.002642 | nan | -112.909755 | 0.030542 | 1602.018934 | 1.021722 |
| 2017-03-31 00:00:00 | 15.0 | 0.2 | 10.0 | 0.0 | 0.0 | 0.16 | 1.8711 3.159 1.701 3.0618 | 1.8711 3.159 1.701 0.0 | 0.023626 0.000001 0.000007 0.0 | 0.346844 0.403413 0.470504 0.0 | 0.023626 0.000001 0.000007 0.0 | 0.0 0.0 0.0 0.0 | 75.0 75.0 75.0 0.0 | 0.000077 0.000077 0.000077 0.0 | 0.16 | 0.0 | 0.0 | 0.014253 | 0.0 | 1.934631 | 3.0618 | 2.136238 | 0.0 | 0.0 | 11.337868 | 0.390604 | 0.0 | 10.022252 | 0.035203 | 8.828682 | 1.021838 | -0.408628 -0.516004 -0.333059 0.0 | -3.001377 -3.001377 -3.001377 0.0 | nan | -112.383627 | nan | -112.51915 | 0.009593 | 1601.389254 | 1.021838 |
| 2017-04-01 00:00:00 | 11.8 | 4.5 | 10.0 | 0.0 | 0.0 | 3.6 | 1.2825 1.755 0.945 1.728 | 1.2825 1.755 0.945 0.0 | 1.9917 0.031385 0.41475 0.0 | 0.874826 1.427544 0.831626 0.0 | 1.9917 0.031385 0.41475 0.0 | 0.0 0.0 0.0 0.0 | 59.0 59.0 59.0 0.0 | 0.00006 0.00006 0.00006 0.0 | 3.6 | 0.0 | 0.0 | 1.245971 | 0.0 | 0.380921 | 1.728 | 1.386128 | 0.0 | 0.0 | 11.337868 | -1.037387 | 0.0 | 9.339769 | 0.628215 | 8.834757 | 1.022541 | 0.324846 1.625066 2.020565 0.0 | -3.001437 -3.001438 -3.001438 0.0 | nan | -114.000806 | nan | -113.556537 | 0.627348 | 1604.189768 | 1.022541 |
| 2017-04-02 00:00:00 | 9.4 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 1.368 1.872 1.008 1.8432 | 1.368 1.872 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.609807 1.638192 1.00595 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 47.0 47.0 47.0 0.0 | 0.000048 0.000048 0.000048 0.0 | 0.0 | 0.0 | 0.0 | 0.000048 | 0.0 | 0.583379 | 1.8432 | 1.490182 | 0.0 | 0.0 | 11.337868 | -1.576832 | 0.0 | 9.483414 | 0.542155 | 8.848909 | 1.024179 | -0.284961 -0.013126 1.014615 0.0 | -3.001485 -3.001486 -3.001486 0.0 | nan | -115.271882 | nan | -115.13337 | 0.085241 | 1604.685319 | 1.024179 |
| 2017-04-03 00:00:00 | 8.1 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 1.71 2.34 1.26 2.304 | 1.71 2.34 1.26 0.0 | 0.0 0.0 0.0 0.0 | 0.227073 0.479042 1.028501 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 40.5 40.5 40.5 0.0 | 0.000041 0.000041 0.000041 0.0 | 0.0 | 0.0 | 0.0 | 0.000041 | 0.0 | 1.608883 | 2.304 | 1.840266 | 0.0 | 0.0 | 11.337868 | 0.0503 | 0.0 | 9.998479 | 0.073651 | 8.850708 | 1.024388 | -0.512034 -0.492168 -0.013886 0.0 | -3.001527 -3.001527 -3.001527 0.0 | nan | -115.002388 | nan | -115.083069 | 0.011632 | 1604.387696 | 1.024388 |
| 2017-04-04 00:00:00 | 7.9 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 1.7955 2.457 1.323 2.4192 | 1.7955 2.457 1.323 0.0 | 0.0 0.0 0.0 0.0 | 0.119567 0.161335 0.357054 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 39.5 39.5 39.5 0.0 | 0.00004 0.00004 0.00004 0.0 | 0.0 | 0.0 | 0.0 | 0.00004 | 0.0 | 1.882447 | 2.4192 | 1.861431 | 0.0 | 0.0 | 11.337868 | 0.558379 | 0.0 | 10.063877 | 0.010068 | 8.84674 | 1.023928 | -0.631601 -0.653502 -0.37094 0.0 | -3.001567 -3.001568 -3.001568 0.0 | nan | -114.393933 | nan | -114.524691 | 0.001604 | 1603.941818 | 1.023928 |
| 2017-04-05 00:00:00 | 7.5 | 0.4 | 10.0 | 0.0 | 0.0 | 0.32 | 1.4535 1.989 1.071 1.9584 | 1.4535 1.989 1.071 0.0 | 0.014452 0.000001 0.000008 0.0 | 0.119771 0.145598 0.209777 0.0 | 0.014452 0.000001 0.000008 0.0 | 0.0 0.0 0.0 0.0 | 37.5 37.5 37.5 0.0 | 0.000038 0.000038 0.000038 0.0 | 0.32 | 0.0 | 0.0 | 0.008711 | 0.0 | 1.503569 | 1.9584 | 1.499105 | 0.0 | 0.0 | 11.337868 | 0.303242 | 0.0 | 10.045086 | 0.005861 | 8.842571 | 1.023446 | -0.445823 -0.479102 -0.260724 0.0 | -3.001606 -3.001606 -3.001606 0.0 | nan | -114.183147 | nan | -114.221449 | 0.004454 | 1603.450355 | 1.023446 |
| 2017-04-06 00:00:00 | 7.2 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 1.4535 1.989 1.071 1.9584 | 1.4535 1.989 1.071 0.0 | 0.0 0.0 0.0 0.0 | 0.126231 0.143967 0.17563 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 36.0 36.0 36.0 0.0 | 0.000037 0.000037 0.000037 0.0 | 0.0 | 0.0 | 0.0 | 0.000037 | 0.0 | 1.499805 | 1.9584 | 1.495758 | 0.0 | 0.0 | 11.337868 | 0.208968 | 0.0 | 10.057296 | 0.003867 | 8.84045 | 1.0232 | -0.572055 -0.623069 -0.436354 0.0 | -3.001642 -3.001643 -3.001643 0.0 | nan | -113.963914 | nan | -114.012481 | 0.000623 | 1603.185704 | 1.0232 |
| 2017-04-07 00:00:00 | 8.1 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 0.684 0.936 0.504 0.9216 | 0.684 0.936 0.504 0.0 | 0.0 0.0 0.0 0.0 | 0.042007 0.045682 0.053505 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 40.5 40.5 40.5 0.0 | 0.000041 0.000041 0.000041 0.0 | 0.0 | 0.0 | 0.0 | 0.000041 | 0.0 | 0.724743 | 0.9216 | 0.70103 | 0.0 | 0.0 | 11.337868 | -0.402345 | 0.0 | 10.058633 | 0.000562 | 8.840831 | 1.023244 | -0.614062 -0.668751 -0.489859 0.0 | -3.001684 -3.001684 -3.001684 0.0 | nan | -114.518407 | nan | -114.414826 | 0.000103 | 1603.83577 | 1.023244 |
| 2017-04-08 00:00:00 | 8.6 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 1.1115 1.521 0.819 1.4976 | 1.1115 1.521 0.819 0.0 | 0.0 0.0 0.0 0.0 | 0.055216 0.05892 0.067492 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 43.0 43.0 43.0 0.0 | 0.000044 0.000044 0.000044 0.0 | 0.0 | 0.0 | 0.0 | 0.000044 | 0.0 | 1.191509 | 1.4976 | 1.137267 | 0.0 | 0.0 | 11.337868 | -0.173302 | 0.0 | 10.061587 | 0.000114 | 8.84412 | 1.023625 | -0.669278 -0.72767 -0.557351 0.0 | -3.001728 -3.001728 -3.001728 0.0 | nan | -114.60318 | nan | -114.588128 | 0.000033 | 1603.853738 | 1.023625 |
| 2017-04-09 00:00:00 | 10.5 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 2.1375 2.925 1.575 2.88 | 2.1375 2.925 1.575 0.0 | 0.0 0.0 0.0 0.0 | 0.078861 0.082522 0.092005 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 52.5 52.5 52.5 0.0 | 0.000054 0.000054 0.000054 0.0 | 0.0 | 0.0 | 0.0 | 0.000054 | 0.0 | 2.319839 | 2.88 | 2.183346 | 0.0 | 0.0 | 11.337868 | 0.826183 | 0.0 | 10.06762 | 0.000059 | 8.841466 | 1.023318 | -0.74814 -0.810193 -0.649357 0.0 | -3.001781 -3.001782 -3.001782 0.0 | nan | -113.553589 | nan | -113.761945 | 0.000028 | 1602.885403 | 1.023318 |
Click to see the graph
>>> round_(model.check_waterbalance(conditions))
0.0
surface water supply¶
>>> inputs.fxg.series = 0.0
>>> inputs.fxs.series = 10.0
>>> test("wland_gd_surface_water_supply",
... axis1=(fluxes.pc, fluxes.fqs, fluxes.fgs, fluxes.rh),
... axis2=(states.dg, states.hs))
Click to see the table
| date | t | p | fxg | fxs | dhs | pc | pe | pet | tf | ei | rf | sf | pm | am | ps | pve | pv | pq | etve | etv | es | et | gr | fxs | fxg | cdg | fgse | fgs | fqs | rh | r | ic | sp | dve | dv | hge | dg | hq | hs | outlet |
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| 2017-02-10 00:00:00 | -2.8 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 0.3942 0.702 0.378 0.6588 | 0.3942 0.702 0.378 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.000001 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.000117 0.000117 0.000117 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.494067 | 0.653311 | 0.448834 | 0.0 | 500.0 | 0.0 | -72.847932 | 0.0 | -0.427184 | 0.0 | 0.555335 | 0.064275 | -3.0 -3.000001 -3.0 0.0 | -3.0 -3.0 -3.0 0.0 | nan | 140.066883 | nan | 1527.152068 | 0.0 | 450.741142 | 0.064275 |
| 2017-02-11 00:00:00 | -1.5 | 0.4 | 0.0 | 10.0 | 0.0 | 0.32 | 0.5256 0.936 0.504 0.8784 | 0.5256 0.936 0.504 0.0 | 0.000001 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.009388 0.009388 0.009388 0.0 | 0.0 0.0 0.0 0.0 | 0.32 | 0.0 | 0.0 | 0.0 | 0.0 | 0.658793 | 0.8784 | 0.598625 | 0.0 | 500.0 | 0.0 | -136.55005 | 0.0 | -1.822211 | 0.0 | 2.136492 | 0.247279 | -2.680002 -2.680003 -2.680002 0.0 | -3.0 -3.0 -3.0 0.0 | nan | 138.903465 | nan | 1390.602018 | 0.0 | 762.998656 | 0.247279 |
| 2017-02-12 00:00:00 | -0.9 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 0.4599 0.819 0.441 0.7686 | 0.4599 0.819 0.441 0.0 | 0.0 0.0 0.0 0.0 | 0.000002 0.000004 0.000002 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.069591 0.069591 0.069591 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.576555 | 0.7686 | 0.523896 | 0.0 | 500.0 | 0.0 | -121.984012 | 0.0 | -2.976518 | 0.0 | 3.521857 | 0.407622 | -2.680004 -2.680007 -2.680004 0.0 | -3.0 -3.0 -3.0 0.0 | nan | 136.503501 | nan | 1268.618007 | 0.0 | 954.872782 | 0.407622 |
| 2017-02-13 00:00:00 | -1.6 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.006707 0.006707 0.006707 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.32956 | 0.4392 | 0.299457 | 0.0 | 500.0 | 0.0 | -34.467875 | 0.0 | -3.878821 | 0.0 | 4.445772 | 0.514557 | -2.680005 -2.680009 -2.680005 0.0 | -3.0 -3.0 -3.0 0.0 | nan | 132.95424 | nan | 1234.150131 | 0.0 | 1061.088982 | 0.514557 |
| 2017-02-14 00:00:00 | -1.3 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.018374 0.018374 0.018374 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.329681 | 0.4392 | 0.299564 | 0.0 | 500.0 | 0.0 | -32.62078 | 0.0 | -4.421921 | 0.0 | 4.969671 | 0.575193 | -2.680007 -2.680011 -2.680006 0.0 | -3.0 -3.0 -3.0 0.0 | nan | 128.862 | nan | 1201.529351 | 0.0 | 1117.159505 | 0.575193 |
| 2017-02-15 00:00:00 | 1.7 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 8.50479 8.50479 8.50479 0.0 | 0.000009 0.000009 0.000009 0.0 | 0.0 | 0.0 | 0.000002 | 0.000007 | 0.0 | 0.329803 | 0.4392 | 0.299672 | 0.0 | 500.0 | 0.0 | -31.773217 | 0.0 | -4.649601 | 0.000004 | 5.260599 | 0.608866 | -2.680008 -2.680013 -2.680007 0.0 | -3.000008 -3.000009 -3.000009 0.0 | nan | 124.5422 | nan | 1169.756134 | 0.000003 | 1148.643121 | 0.608866 |
| 2017-02-16 00:00:00 | 4.4 | 0.2 | 0.0 | 10.0 | 0.0 | 0.16 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 0.000001 0.0 0.0 0.0 | 0.000002 0.000003 0.000002 0.0 | 0.000001 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 22.000001 22.000001 22.000001 0.0 | 0.000023 0.000023 0.000023 0.0 | 0.16 | 0.0 | 0.000005 | 0.000019 | 0.0 | 0.329919 | 0.4392 | 0.299774 | 0.0 | 500.0 | 0.0 | -31.175524 | 0.0 | -4.714985 | 0.000013 | 5.435694 | 0.629131 | -2.52001 -2.520016 -2.520009 0.0 | -3.000031 -3.000032 -3.000032 0.0 | nan | 120.157129 | nan | 1138.580611 | 0.000008 | 1168.649065 | 0.629131 |
| 2017-02-17 00:00:00 | 4.5 | 4.5 | 0.0 | 10.0 | 0.0 | 3.6 | 0.1971 0.351 0.189 0.3294 | 0.1971 0.351 0.189 0.0 | 0.716522 0.000865 0.002553 0.0 | 0.045818 0.103401 0.056198 0.0 | 0.716522 0.000865 0.002553 0.0 | 0.0 0.0 0.0 0.0 | 22.5 22.5 22.5 0.0 | 0.000023 0.000023 0.000023 0.0 | 3.6 | 0.0 | 0.093016 | 0.346736 | 0.0 | 0.182733 | 0.3294 | 0.230606 | 0.0 | 500.0 | 0.0 | -34.331941 | 0.0 | -4.716092 | 0.090039 | 5.569049 | 0.644566 | 0.31765 0.975719 1.02124 0.0 | -3.000054 -3.000055 -3.000055 0.0 | nan | 115.530753 | nan | 1104.24867 | 0.256705 | 1189.899487 | 0.644566 |
| 2017-02-18 00:00:00 | 3.4 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 0.1971 0.351 0.189 0.3294 | 0.1971 0.351 0.189 0.0 | 0.0 0.0 0.0 0.0 | 0.147887 0.341617 0.186298 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 17.000016 17.000016 17.000016 0.0 | 0.000018 0.000018 0.000018 0.0 | 0.0 | 0.0 | 0.000003 | 0.000015 | 0.0 | 0.035821 | 0.3294 | 0.243833 | 0.0 | 500.0 | 0.0 | -31.54252 | 0.0 | -4.73086 | 0.221365 | 5.722816 | 0.662363 | 0.169764 0.634101 0.834942 0.0 | -3.000072 -3.000072 -3.000072 0.0 | nan | 110.835712 | nan | 1072.70615 | 0.035355 | 1205.645261 | 0.662363 |
| 2017-02-19 00:00:00 | 4.8 | 3.2 | 0.0 | 10.0 | 0.0 | 2.56 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 2.023732 0.453003 0.899733 0.0 | 0.221727 0.465424 0.251476 0.0 | 2.023732 0.453003 0.899733 0.0 | 0.0 0.0 0.0 0.0 | 24.0 24.0 24.0 0.0 | 0.000025 0.000025 0.000025 0.0 | 2.56 | 0.0 | 0.254687 | 1.21092 | 0.0 | 0.028158 | 0.4392 | 0.325473 | 0.0 | 500.0 | 0.0 | -38.682073 | 0.0 | -4.710334 | 0.652981 | 5.862583 | 0.67854 | 0.484305 2.275674 2.243733 0.0 | -3.000097 -3.000097 -3.000097 0.0 | nan | 105.898848 | nan | 1034.024077 | 0.593294 | 1238.907257 | 0.67854 |
| 2017-02-20 00:00:00 | 6.7 | 4.6 | 0.0 | 10.0 | 0.0 | 3.68 | 0.1971 0.351 0.189 0.3294 | 0.1971 0.351 0.189 0.0 | 3.340013 2.972315 3.208118 0.0 | 0.184109 0.350996 0.188997 0.0 | 3.340013 2.972315 3.208118 0.0 | 0.0 0.0 0.0 0.0 | 33.5 33.5 33.5 0.0 | 0.000035 0.000035 0.000035 0.0 | 3.68 | 0.0 | 0.499651 | 2.766863 | 0.0 | 0.008639 | 0.3294 | 0.244178 | 0.0 | 500.0 | 0.0 | -45.73599 | 0.0 | -4.991423 | 2.057405 | 6.254213 | 0.723867 | 0.640182 2.632363 2.526618 0.0 | -3.000131 -3.000131 -3.000131 0.0 | nan | 100.416412 | nan | 988.288087 | 1.302752 | 1310.238246 | 0.723867 |
| 2017-02-21 00:00:00 | 5.8 | 2.3 | 0.0 | 10.0 | 0.0 | 1.84 | 0.3942 0.702 0.378 0.6588 | 0.3942 0.702 0.378 0.0 | 1.642124 1.408767 1.61889 0.0 | 0.363805 0.701991 0.377995 0.0 | 1.642124 1.408767 1.61889 0.0 | 0.0 0.0 0.0 0.0 | 29.0 29.0 29.0 0.0 | 0.00003 0.00003 0.00003 0.0 | 1.84 | 0.0 | 0.219347 | 1.372411 | 0.0 | 0.020219 | 0.6588 | 0.488355 | 0.0 | 500.0 | 0.0 | -40.305953 | 0.0 | -5.298444 | 1.91591 | 6.672962 | 0.772334 | 0.474254 2.361605 2.369733 0.0 | -3.000161 -3.000161 -3.000161 0.0 | nan | 94.918841 | nan | 947.982135 | 0.759252 | 1337.989604 | 0.772334 |
| 2017-02-22 00:00:00 | 6.5 | 18.0 | 0.0 | 10.0 | 0.0 | 14.4 | 0.5256 0.936 0.504 0.8784 | 0.5256 0.936 0.504 0.0 | 13.58948 13.049203 13.564576 0.0 | 0.504698 0.935996 0.503997 0.0 | 13.58948 13.049203 13.564576 0.0 | 0.0 0.0 0.0 0.0 | 32.5 32.5 32.5 0.0 | 0.000033 0.000033 0.000033 0.0 | 14.4 | 0.0 | 1.641743 | 11.947372 | 0.0 | 0.013907 | 0.8784 | 0.651171 | 0.0 | 500.0 | 0.0 | -117.971599 | 0.0 | -7.702903 | 7.360121 | 7.422974 | 0.85914 | 0.780076 2.776406 2.70116 0.0 | -3.000194 -3.000195 -3.000195 0.0 | nan | 85.588102 | nan | 830.010536 | 5.346503 | 1501.310427 | 0.85914 |
| 2017-02-23 00:00:00 | 5.0 | 19.2 | 0.0 | 10.0 | 0.0 | 15.36 | 0.3285 0.585 0.315 0.549 | 0.3285 0.585 0.315 0.0 | 14.927268 14.65619 14.931693 0.0 | 0.322035 0.584999 0.314999 0.0 | 14.927268 14.65619 14.931693 0.0 | 0.0 0.0 0.0 0.0 | 25.0 25.0 25.0 0.0 | 0.000026 0.000026 0.000026 0.0 | 15.36 | 0.0 | 1.319604 | 13.65877 | 0.0 | 0.004304 | 0.549 | 0.406992 | 0.0 | 500.0 | 0.0 | -180.915873 | 0.0 | -16.25481 | 12.327521 | 8.015642 | 0.927736 | 0.890773 2.895217 2.814468 0.0 | -3.00022 -3.000221 -3.000221 0.0 | nan | 68.017992 | nan | 649.094663 | 6.677751 | 1502.550735 | 0.927736 |
| 2017-02-24 00:00:00 | 3.0 | 0.4 | 0.0 | 10.0 | 0.0 | 0.32 | 0.5256 0.936 0.504 0.8784 | 0.5256 0.936 0.504 0.0 | 0.294507 0.228506 0.294804 0.0 | 0.495652 0.935979 0.503995 0.0 | 0.294507 0.228506 0.294804 0.0 | 0.0 0.0 0.0 0.0 | 15.00006 15.00006 15.00006 0.0 | 0.000015 0.000015 0.000015 0.0 | 0.32 | 0.0 | 0.01628 | 0.260099 | 0.0 | 0.01995 | 0.8784 | 0.651176 | 0.0 | 500.0 | 0.0 | -15.447997 | 0.0 | -8.917671 | 5.927614 | 8.005939 | 0.926613 | 0.420615 2.050731 2.335669 0.0 | -3.000236 -3.000236 -3.000236 0.0 | nan | 59.10399 | nan | 633.646666 | 1.010236 | 1498.879184 | 0.926613 |
| 2017-02-25 00:00:00 | 3.1 | 8.3 | 0.0 | 10.0 | 0.0 | 6.64 | 0.3285 0.585 0.315 0.549 | 0.3285 0.585 0.315 0.0 | 6.067446 5.421533 6.057752 0.0 | 0.308293 0.584994 0.314997 0.0 | 6.067446 5.421533 6.057752 0.0 | 0.0 0.0 0.0 0.0 | 15.500043 15.500043 15.500043 0.0 | 0.000016 0.000016 0.000016 0.0 | 6.64 | 0.0 | 0.27656 | 5.623815 | 0.0 | 0.01346 | 0.549 | 0.406985 | 0.0 | 500.0 | 0.0 | -57.21 | 0.0 | -6.802647 | 4.00067 | 8.00239 | 0.926203 | 0.684876 2.684204 2.60292 0.0 | -3.000251 -3.000252 -3.000252 0.0 | nan | 52.038242 | nan | 576.436666 | 2.633381 | 1500.886779 | 0.926203 |
| 2017-02-26 00:00:00 | 7.1 | 5.3 | 0.0 | 10.0 | 0.0 | 4.24 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 3.990605 3.797404 3.98928 0.0 | 0.2519 0.467998 0.251998 0.0 | 3.990605 3.797404 3.98928 0.0 | 0.0 0.0 0.0 0.0 | 35.5 35.5 35.5 0.0 | 0.000037 0.000037 0.000037 0.0 | 4.24 | 0.0 | 0.139369 | 3.807117 | 0.0 | 0.007261 | 0.4392 | 0.325593 | 0.0 | 500.0 | 0.0 | -64.760531 | 0.0 | -7.279615 | 4.436518 | 8.006113 | 0.926633 | 0.682371 2.658802 2.601641 0.0 | -3.000288 -3.000288 -3.000288 0.0 | nan | 44.62652 | nan | 511.676135 | 2.00398 | 1500.740299 | 0.926633 |
| 2017-02-27 00:00:00 | 9.4 | 0.7 | 0.0 | 10.0 | 0.0 | 0.56 | 0.8541 1.521 0.819 1.4274 | 0.8541 1.521 0.819 0.0 | 0.424023 0.206937 0.404317 0.0 | 0.695482 1.52066 0.818961 0.0 | 0.424023 0.206937 0.404317 0.0 | 0.0 0.0 0.0 0.0 | 47.0 47.0 47.0 0.0 | 0.000048 0.000048 0.000048 0.0 | 0.56 | 0.0 | 0.009705 | 0.348241 | 0.0 | 0.105777 | 1.4274 | 1.058119 | 0.0 | 500.0 | 0.0 | -14.723343 | 0.0 | -4.556863 | 1.951674 | 7.994099 | 0.925243 | 0.122867 1.491205 1.938363 0.0 | -3.000336 -3.000337 -3.000337 0.0 | nan | 40.165729 | nan | 496.952792 | 0.400546 | 1494.842338 | 0.925243 |
| 2017-02-28 00:00:00 | 4.6 | 2.7 | 0.0 | 10.0 | 0.0 | 2.16 | 0.5913 1.053 0.567 0.9882 | 0.5913 1.053 0.567 0.0 | 1.504371 0.475372 1.340728 0.0 | 0.453718 1.052728 0.566963 0.0 | 1.504371 0.475372 1.340728 0.0 | 0.0 0.0 0.0 0.0 | 23.0 23.0 23.0 0.0 | 0.000024 0.000024 0.000024 0.0 | 2.16 | 0.0 | 0.026054 | 1.155882 | 0.0 | 0.091745 | 0.9882 | 0.732534 | 0.0 | 500.0 | 0.0 | -24.398353 | 0.0 | -3.548412 | 0.967053 | 7.921822 | 0.916877 | 0.324777 2.123105 2.190672 0.0 | -3.00036 -3.000361 -3.000361 0.0 | nan | 36.683008 | nan | 472.55444 | 0.589375 | 1490.823671 | 0.916877 |
| 2017-03-01 00:00:00 | 3.7 | 1.6 | 0.0 | 10.0 | 0.0 | 1.28 | 0.4851 0.819 0.441 0.7938 | 0.4851 0.819 0.441 0.0 | 0.950551 0.496994 0.875855 0.0 | 0.384044 0.818947 0.440979 0.0 | 0.950551 0.496994 0.875855 0.0 | 0.0 0.0 0.0 0.0 | 18.500006 18.500006 18.500006 0.0 | 0.000019 0.000019 0.000019 0.0 | 1.28 | 0.0 | 0.015043 | 0.793494 | 0.0 | 0.067343 | 0.7938 | 0.585077 | 0.0 | 500.0 | 0.0 | -30.731545 | 0.0 | -3.357869 | 0.963106 | 7.941661 | 0.919174 | 0.270182 2.087164 2.153838 0.0 | -3.000379 -3.00038 -3.00038 0.0 | nan | 33.377438 | nan | 441.822895 | 0.419764 | 1493.336991 | 0.919174 |
| 2017-03-02 00:00:00 | 4.7 | 2.5 | 0.0 | 10.0 | 0.0 | 2.0 | 0.4851 0.819 0.441 0.7938 | 0.4851 0.819 0.441 0.0 | 1.532261 1.008675 1.460322 0.0 | 0.393813 0.818966 0.440983 0.0 | 1.532261 1.008675 1.460322 0.0 | 0.0 0.0 0.0 0.0 | 23.5 23.5 23.5 0.0 | 0.000024 0.000024 0.000024 0.0 | 2.0 | 0.0 | 0.020967 | 1.349145 | 0.0 | 0.060831 | 0.7938 | 0.585083 | 0.0 | 500.0 | 0.0 | -38.506105 | 0.0 | -3.405203 | 1.116525 | 7.980625 | 0.923684 | 0.344108 2.259522 2.252532 0.0 | -3.000403 -3.000404 -3.000404 0.0 | nan | 30.012098 | nan | 403.31679 | 0.652384 | 1500.052177 | 0.923684 |
| 2017-03-03 00:00:00 | 5.9 | 0.6 | 0.0 | 10.0 | 0.0 | 0.48 | 0.7623 1.287 0.693 1.2474 | 0.7623 1.287 0.693 0.0 | 0.288959 0.089034 0.242267 0.0 | 0.50588 1.286378 0.692918 0.0 | 0.288959 0.089034 0.242267 0.0 | 0.0 0.0 0.0 0.0 | 29.5 29.5 29.5 0.0 | 0.00003 0.00003 0.00003 0.0 | 0.48 | 0.0 | 0.002808 | 0.221815 | 0.0 | 0.171053 | 1.2474 | 0.919375 | 0.0 | 500.0 | 0.0 | -26.576924 | 0.0 | -3.097933 | 0.702183 | 7.99349 | 0.925172 | 0.029269 1.36411 1.797347 0.0 | -3.000434 -3.000434 -3.000434 0.0 | nan | 27.08241 | nan | 376.739865 | 0.172016 | 1497.39837 | 0.925172 |
| 2017-03-04 00:00:00 | 7.7 | 0.2 | 0.0 | 10.0 | 0.0 | 0.16 | 0.693 1.17 0.63 1.134 | 0.693 1.17 0.63 0.0 | 0.056014 0.000733 0.020497 0.0 | 0.287017 1.128526 0.629375 0.0 | 0.056014 0.000733 0.020497 0.0 | 0.0 0.0 0.0 0.0 | 38.5 38.5 38.5 0.0 | 0.00004 0.00004 0.00004 0.0 | 0.16 | 0.0 | 0.00039 | 0.035566 | 0.0 | 0.28432 | 1.134 | 0.835682 | 0.0 | 500.0 | 0.0 | -23.262945 | 0.0 | -2.675598 | 0.170167 | 7.946202 | 0.919699 | -0.153762 0.394851 1.307475 0.0 | -3.000473 -3.000474 -3.000474 0.0 | nan | 24.690742 | nan | 353.47692 | 0.037416 | 1489.458583 | 0.919699 |
| 2017-03-05 00:00:00 | 6.3 | 1.7 | 0.0 | 10.0 | 0.0 | 1.36 | 0.5544 0.936 0.504 0.9072 | 0.5544 0.936 0.504 0.0 | 0.699695 0.001278 0.261984 0.0 | 0.321352 0.881396 0.503639 0.0 | 0.699695 0.001278 0.261984 0.0 | 0.0 0.0 0.0 0.0 | 31.5 31.5 31.5 0.0 | 0.000032 0.000032 0.000032 0.0 | 1.36 | 0.0 | 0.003937 | 0.442888 | 0.0 | 0.173473 | 0.9072 | 0.668589 | 0.0 | 500.0 | 0.0 | -24.4205 | 0.0 | -2.482883 | 0.261788 | 7.931138 | 0.917956 | 0.185191 0.872178 1.901852 0.0 | -3.000506 -3.000506 -3.000506 0.0 | nan | 22.377396 | nan | 329.05642 | 0.218516 | 1496.686974 | 0.917956 |
| 2017-03-06 00:00:00 | 3.7 | 0.3 | 0.0 | 10.0 | 0.0 | 0.24 | 0.4158 0.702 0.378 0.6804 | 0.4158 0.702 0.378 0.0 | 0.131638 0.000231 0.068103 0.0 | 0.255659 0.664309 0.377897 0.0 | 0.131638 0.000231 0.068103 0.0 | 0.0 0.0 0.0 0.0 | 18.500006 18.500006 18.500006 0.0 | 0.000019 0.000019 0.000019 0.0 | 0.24 | 0.0 | 0.000611 | 0.085331 | 0.0 | 0.119263 | 0.6804 | 0.501467 | 0.0 | 500.0 | 0.0 | -29.109958 | 0.0 | -2.464377 | 0.239262 | 7.993808 | 0.925209 | 0.037894 0.447637 1.695851 0.0 | -3.000525 -3.000525 -3.000525 0.0 | nan | 20.031671 | nan | 299.946461 | 0.064585 | 1499.600994 | 0.925209 |
| 2017-03-07 00:00:00 | 1.6 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 0.4851 0.819 0.441 0.7938 | 0.4851 0.819 0.441 0.0 | 0.0 0.0 0.0 0.0 | 0.20305 0.529438 0.440409 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 8.006707 8.006707 8.006707 0.0 | 0.000008 0.000008 0.000008 0.0 | 0.0 | 0.0 | 0.0 | 0.000008 | 0.0 | 0.284415 | 0.7938 | 0.584938 | 0.0 | 500.0 | 0.0 | -26.041778 | 0.0 | -2.311714 | 0.055803 | 7.997079 | 0.925588 | -0.165156 -0.0818 1.255442 0.0 | -3.000533 -3.000533 -3.000533 0.0 | nan | 18.004372 | nan | 273.904683 | 0.00879 | 1499.741013 | 0.925588 |
| 2017-03-08 00:00:00 | 4.0 | 1.8 | 0.0 | 10.0 | 0.0 | 1.44 | 0.4851 0.819 0.441 0.7938 | 0.4851 0.819 0.441 0.0 | 0.767704 0.000465 0.301922 0.0 | 0.289598 0.646694 0.440662 0.0 | 0.767704 0.000465 0.301922 0.0 | 0.0 0.0 0.0 0.0 | 20.000002 20.000002 20.000002 0.0 | 0.000021 0.000021 0.000021 0.0 | 1.44 | 0.0 | 0.002214 | 0.488982 | 0.0 | 0.187681 | 0.7938 | 0.585007 | 0.0 | 500.0 | 0.0 | -37.249081 | 0.0 | -2.550243 | 0.259203 | 8.001458 | 0.926095 | 0.217542 0.711041 1.952859 0.0 | -3.000553 -3.000554 -3.000554 0.0 | nan | 15.639597 | nan | 236.655602 | 0.23857 | 1500.549574 | 0.926095 |
| 2017-03-09 00:00:00 | 5.6 | 8.9 | 0.0 | 10.0 | 0.0 | 7.12 | 0.3465 0.585 0.315 0.567 | 0.3465 0.585 0.315 0.0 | 6.357943 4.564431 6.15922 0.0 | 0.317366 0.584263 0.314994 0.0 | 6.357943 4.564431 6.15922 0.0 | 0.0 0.0 0.0 0.0 | 28.0 28.0 28.0 0.0 | 0.000029 0.000029 0.000029 0.0 | 7.12 | 0.0 | 0.015029 | 5.78652 | 0.0 | 0.01966 | 0.567 | 0.417934 | 0.0 | 500.0 | 0.0 | -129.250919 | 0.0 | -5.886208 | 3.30999 | 8.029164 | 0.929301 | 0.662233 2.682347 2.598645 0.0 | -3.000582 -3.000583 -3.000583 0.0 | nan | 9.75802 | nan | 107.404683 | 2.7151 | 1508.252104 | 0.929301 |
| 2017-03-10 00:00:00 | 5.8 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 0.5544 0.936 0.504 0.9072 | 0.5544 0.936 0.504 0.0 | 0.0 0.0 0.0 0.0 | 0.473397 0.93593 0.503987 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 29.0 29.0 29.0 0.0 | 0.00003 0.00003 0.00003 0.0 | 0.0 | 0.0 | 0.0 | 0.00003 | 0.0 | 0.054005 | 0.9072 | 0.668688 | 0.0 | 500.0 | 0.0 | -88.39727 | 0.0 | -4.705385 | 2.347669 | 8.073352 | 0.934416 | 0.188836 1.746417 2.094657 0.0 | -3.000612 -3.000612 -3.000612 0.0 | nan | 5.106639 | nan | 19.007413 | 0.367461 | 1511.205616 | 0.934416 |
| 2017-03-11 00:00:00 | 5.7 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 0.693 1.17 0.63 1.134 | 0.693 1.17 0.63 0.0 | 0.0 0.0 0.0 0.0 | 0.342784 1.155482 0.629754 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 28.5 28.5 28.5 0.0 | 0.000029 0.000029 0.000029 0.0 | 0.0 | 0.0 | 0.0 | 0.000029 | 0.0 | 0.23823 | 1.134 | 0.835784 | 0.0 | 500.0 | 0.0 | -19.312172 | 0.0 | -2.329407 | 0.317599 | 8.122932 | 0.940154 | -0.153948 0.590935 1.464903 0.0 | -3.000641 -3.000642 -3.000642 0.0 | nan | 3.015462 | nan | -0.30476 | 0.049891 | 1516.760533 | 0.940154 |
| 2017-03-12 00:00:00 | 4.6 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 0.8316 1.404 0.756 1.3608 | 0.8316 1.404 0.756 0.0 | 0.0 0.0 0.0 0.0 | 0.194399 0.81325 0.748162 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 23.0 23.0 23.0 0.0 | 0.000024 0.000024 0.000024 0.0 | 0.0 | 0.0 | 0.0 | 0.000024 | 0.0 | 0.6215 | 1.3608 | 1.002101 | 0.0 | 500.0 | 0.0 | -0.325375 | 0.0 | -2.140023 | 0.043137 | 8.1329 | 0.941308 | -0.348347 -0.222315 0.716742 0.0 | -3.000665 -3.000665 -3.000665 0.0 | nan | 1.496939 | nan | -0.630134 | 0.006778 | 1516.493407 | 0.941308 |
| 2017-03-13 00:00:00 | 4.2 | 0.9 | 0.0 | 10.0 | 0.0 | 0.72 | 0.6237 1.053 0.567 1.0206 | 0.6237 1.053 0.567 0.0 | 0.1985 0.000023 0.002958 0.0 | 0.207048 0.453034 0.552683 0.0 | 0.1985 0.000023 0.002958 0.0 | 0.0 0.0 0.0 0.0 | 21.000001 21.000001 21.000001 0.0 | 0.000022 0.000022 0.000022 0.0 | 0.72 | 0.0 | 0.000001 | 0.119424 | 0.0 | 0.477594 | 1.0206 | 0.750749 | 0.0 | 500.0 | 0.0 | -0.250094 | 0.0 | -2.167611 | 0.065913 | 8.134747 | 0.941522 | -0.033896 0.044627 0.881101 0.0 | -3.000687 -3.000687 -3.000687 0.0 | nan | -0.193079 | nan | -0.880229 | 0.060289 | 1517.093562 | 0.941522 |
| 2017-03-14 00:00:00 | 7.4 | 0.1 | 0.0 | 10.0 | 0.0 | 0.08 | 0.6237 1.053 0.567 1.0206 | 0.6237 1.053 0.567 0.0 | 0.023892 0.000002 0.000192 0.0 | 0.223715 0.377517 0.535147 0.0 | 0.023892 0.000002 0.000192 0.0 | 0.0 0.0 0.0 0.0 | 37.0 37.0 37.0 0.0 | 0.000038 0.000038 0.000038 0.0 | 0.08 | 0.0 | 0.0 | 0.014393 | 0.0 | 0.491656 | 1.0206 | 0.749032 | 0.0 | 500.0 | 0.0 | -0.758081 | 0.0 | -2.160047 | 0.060766 | 8.136398 | 0.941713 | -0.201502 -0.252892 0.425762 0.0 | -3.000725 -3.000725 -3.000725 0.0 | nan | -1.861469 | nan | -1.638309 | 0.013915 | 1517.052573 | 0.941713 |
| 2017-03-15 00:00:00 | 6.3 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 0.8316 1.404 0.756 1.3608 | 0.8316 1.404 0.756 0.0 | 0.0 0.0 0.0 0.0 | 0.171645 0.216554 0.491468 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 31.5 31.5 31.5 0.0 | 0.000032 0.000032 0.000032 0.0 | 0.0 | 0.0 | 0.0 | 0.000032 | 0.0 | 0.835519 | 1.3608 | 0.976902 | 0.0 | 500.0 | 0.0 | -1.23221 | 0.0 | -2.078392 | 0.012022 | 8.138485 | 0.941954 | -0.373147 -0.469446 -0.065706 0.0 | -3.000757 -3.000757 -3.000757 0.0 | nan | -3.104343 | nan | -2.870519 | 0.001926 | 1517.699468 | 0.941954 |
| 2017-03-16 00:00:00 | 8.7 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 0.9702 1.638 0.882 1.5876 | 0.9702 1.638 0.882 0.0 | 0.0 0.0 0.0 0.0 | 0.116208 0.12809 0.249038 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 43.5 43.5 43.5 0.0 | 0.000045 0.000045 0.000045 0.0 | 0.0 | 0.0 | 0.0 | 0.000045 | 0.0 | 1.072297 | 1.5876 | 1.107912 | 0.0 | 500.0 | 0.0 | -1.030082 | 0.0 | -2.060898 | 0.001665 | 8.143034 | 0.942481 | -0.489355 -0.597536 -0.314744 0.0 | -3.000802 -3.000802 -3.000802 0.0 | nan | -4.092945 | nan | -3.900601 | 0.000305 | 1518.156135 | 0.942481 |
| 2017-03-17 00:00:00 | 6.4 | 3.9 | 0.0 | 10.0 | 0.0 | 3.12 | 0.7623 1.287 0.693 1.2474 | 0.7623 1.287 0.693 0.0 | 1.818576 0.016236 0.252127 0.0 | 0.484984 0.989168 0.60256 0.0 | 1.818576 0.016236 0.252127 0.0 | 0.0 0.0 0.0 0.0 | 32.0 32.0 32.0 0.0 | 0.000033 0.000033 0.000033 0.0 | 3.12 | 0.0 | 0.0 | 1.121262 | 0.0 | 0.284068 | 1.2474 | 0.910533 | 0.0 | 500.0 | 0.0 | -1.948576 | 0.0 | -2.617969 | 0.551846 | 8.165185 | 0.945045 | 0.327084 1.51706 1.95057 0.0 | -3.000834 -3.000835 -3.000835 0.0 | nan | -6.426846 | nan | -5.849177 | 0.569721 | 1523.357544 | 0.945045 |
| 2017-03-18 00:00:00 | 5.2 | 8.7 | 0.0 | 10.0 | 0.0 | 6.96 | 0.7623 1.287 0.693 1.2474 | 0.7623 1.287 0.693 0.0 | 6.071563 4.671479 5.753171 0.0 | 0.685968 1.286933 0.692984 0.0 | 6.071563 4.671479 5.753171 0.0 | 0.0 0.0 0.0 0.0 | 26.0 26.0 26.0 0.0 | 0.000027 0.000027 0.000027 0.0 | 6.96 | 0.0 | 0.0 | 5.619726 | 0.0 | 0.050896 | 1.2474 | 0.919458 | 0.0 | 500.0 | 0.0 | -4.899013 | 0.0 | -5.781779 | 3.58005 | 8.249952 | 0.954856 | 0.529553 2.518648 2.464415 0.0 | -3.000861 -3.000862 -3.000862 0.0 | nan | -12.157729 | nan | -10.748191 | 2.609397 | 1537.018559 | 0.954856 |
| 2017-03-19 00:00:00 | 5.1 | 26.4 | 0.0 | 10.0 | 0.0 | 21.12 | 0.3465 0.585 0.315 0.567 | 0.3465 0.585 0.315 0.0 | 20.402771 20.094596 20.410261 0.0 | 0.337475 0.584999 0.314999 0.0 | 20.402771 20.094596 20.410261 0.0 | 0.0 0.0 0.0 0.0 | 25.5 25.5 25.5 0.0 | 0.000026 0.000026 0.000026 0.0 | 21.12 | 0.0 | 0.0 | 20.311094 | 0.0 | 0.006016 | 0.567 | 0.417941 | 0.0 | 500.0 | 0.0 | -14.082185 | 0.0 | -16.797206 | 13.714397 | 8.441139 | 0.976984 | 0.909307 2.959053 2.859155 0.0 | -3.000887 -3.000888 -3.000888 0.0 | nan | -28.948919 | nan | -24.830376 | 9.206093 | 1566.763248 | 0.976984 |
| 2017-03-20 00:00:00 | 8.7 | 11.5 | 0.0 | 10.0 | 0.0 | 9.2 | 0.4158 0.702 0.378 0.6804 | 0.4158 0.702 0.378 0.0 | 8.931946 8.69755 8.951424 0.0 | 0.406537 0.701998 0.377999 0.0 | 8.931946 8.69755 8.951424 0.0 | 0.0 0.0 0.0 0.0 | 43.5 43.5 43.5 0.0 | 0.000045 0.000045 0.000045 0.0 | 9.2 | 0.0 | 0.0 | 8.86362 | 0.0 | 0.006175 | 0.6804 | 0.501529 | 0.0 | 500.0 | 0.0 | -17.635243 | 0.0 | -16.311367 | 13.007069 | 8.530553 | 0.987333 | 0.770823 2.759505 2.729733 0.0 | -3.000932 -3.000932 -3.000932 0.0 | nan | -45.254111 | nan | -42.465619 | 5.062644 | 1566.770342 | 0.987333 |
| 2017-03-21 00:00:00 | 6.2 | 0.9 | 0.0 | 10.0 | 0.0 | 0.72 | 1.0395 1.755 0.945 1.701 | 1.0395 1.755 0.945 0.0 | 0.554102 0.275967 0.548112 0.0 | 0.842841 1.754558 0.944963 0.0 | 0.554102 0.275967 0.548112 0.0 | 0.0 0.0 0.0 0.0 | 31.0 31.0 31.0 0.0 | 0.000032 0.000032 0.000032 0.0 | 0.72 | 0.0 | 0.0 | 0.470094 | 0.0 | 0.131237 | 1.701 | 1.253808 | 0.0 | 500.0 | 0.0 | -8.813486 | 0.0 | -7.046507 | 4.674931 | 8.500201 | 0.98382 | 0.09388 1.448981 1.956658 0.0 | -3.000964 -3.000964 -3.000964 0.0 | nan | -52.169381 | nan | -51.279105 | 0.857807 | 1559.099922 | 0.98382 |
| 2017-03-22 00:00:00 | 5.9 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 1.386 2.34 1.26 2.268 | 1.386 2.34 1.26 0.0 | 0.0 0.0 0.0 0.0 | 0.443363 1.687857 1.251508 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 29.5 29.5 29.5 0.0 | 0.00003 0.00003 0.00003 0.0 | 0.0 | 0.0 | 0.0 | 0.00003 | 0.0 | 0.845708 | 2.268 | 1.67085 | 0.0 | 500.0 | 0.0 | -2.389655 | 0.0 | -2.535234 | 0.742034 | 8.470464 | 0.980378 | -0.349483 -0.238877 0.70515 0.0 | -3.000994 -3.000994 -3.000994 0.0 | nan | -53.858907 | nan | -53.668759 | 0.115804 | 1557.864538 | 0.980378 |
| 2017-03-23 00:00:00 | 5.2 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 1.1088 1.872 1.008 1.8144 | 1.1088 1.872 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.139004 0.269691 0.748739 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 26.0 26.0 26.0 0.0 | 0.000027 0.000027 0.000027 0.0 | 0.0 | 0.0 | 0.0 | 0.000027 | 0.0 | 1.1805 | 1.8144 | 1.311889 | 0.0 | 500.0 | 0.0 | -0.706265 | 0.0 | -1.797319 | 0.099931 | 8.46822 | 0.980118 | -0.488488 -0.508568 -0.043589 0.0 | -3.001021 -3.001021 -3.001021 0.0 | nan | -54.475726 | nan | -54.375024 | 0.0159 | 1558.273949 | 0.980118 |
| 2017-03-24 00:00:00 | 5.2 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 1.1088 1.872 1.008 1.8144 | 1.1088 1.872 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.087812 0.124929 0.285484 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 26.0 26.0 26.0 0.0 | 0.000027 0.000027 0.000027 0.0 | 0.0 | 0.0 | 0.0 | 0.000027 | 0.0 | 1.262874 | 1.8144 | 1.266483 | 0.0 | 500.0 | 0.0 | -0.457858 | 0.0 | -1.7031 | 0.013728 | 8.470891 | 0.980427 | -0.576299 -0.633497 -0.329073 0.0 | -3.001047 -3.001048 -3.001048 0.0 | nan | -54.915952 | nan | -54.832883 | 0.002198 | 1558.480963 | 0.980427 |
| 2017-03-25 00:00:00 | 5.9 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 0.8316 1.404 0.756 1.3608 | 0.8316 1.404 0.756 0.0 | 0.0 0.0 0.0 0.0 | 0.049329 0.062934 0.109594 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 29.5 29.5 29.5 0.0 | 0.00003 0.00003 0.00003 0.0 | 0.0 | 0.0 | 0.0 | 0.00003 | 0.0 | 0.968428 | 1.3608 | 0.939618 | 0.0 | 500.0 | 0.0 | -0.660248 | 0.0 | -1.685812 | 0.001914 | 8.474692 | 0.980867 | -0.625629 -0.696431 -0.438667 0.0 | -3.001078 -3.001078 -3.001078 0.0 | nan | -55.633336 | nan | -55.493131 | 0.000315 | 1559.135037 | 0.980867 |
| 2017-03-26 00:00:00 | 6.7 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 0.9009 1.521 0.819 1.4742 | 0.9009 1.521 0.819 0.0 | 0.0 0.0 0.0 0.0 | 0.043675 0.052857 0.081106 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 33.5 33.5 33.5 0.0 | 0.000034 0.000034 0.000034 0.0 | 0.0 | 0.0 | 0.0 | 0.000034 | 0.0 | 1.060748 | 1.4742 | 1.014233 | 0.0 | 500.0 | 0.0 | -0.636106 | 0.0 | -1.675527 | 0.00029 | 8.47968 | 0.981444 | -0.669304 -0.749288 -0.519773 0.0 | -3.001112 -3.001112 -3.001112 0.0 | nan | -56.248115 | nan | -56.129237 | 0.000059 | 1559.800307 | 0.981444 |
| 2017-03-27 00:00:00 | 7.0 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 1.1088 1.872 1.008 1.8144 | 1.1088 1.872 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.044308 0.051568 0.072372 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 35.0 35.0 35.0 0.0 | 0.000036 0.000036 0.000036 0.0 | 0.0 | 0.0 | 0.0 | 0.000036 | 0.0 | 1.316329 | 1.8144 | 1.245597 | 0.0 | 500.0 | 0.0 | -0.404731 | 0.0 | -1.672468 | 0.000071 | 8.48371 | 0.981911 | -0.713612 -0.800856 -0.592145 0.0 | -3.001148 -3.001148 -3.001148 0.0 | nan | -56.604254 | nan | -56.533968 | 0.000024 | 1560.048012 | 0.981911 |
| 2017-03-28 00:00:00 | 8.3 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 1.3167 2.223 1.197 2.1546 | 1.3167 2.223 1.197 0.0 | 0.0 0.0 0.0 0.0 | 0.043336 0.048901 0.064103 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 41.5 41.5 41.5 0.0 | 0.000043 0.000043 0.000043 0.0 | 0.0 | 0.0 | 0.0 | 0.000043 | 0.0 | 1.573439 | 2.1546 | 1.477006 | 0.0 | 500.0 | 0.0 | -0.14367 | 0.0 | -1.664506 | 0.000044 | 8.485696 | 0.982141 | -0.756948 -0.849756 -0.656248 0.0 | -3.00119 -3.001191 -3.001191 0.0 | nan | -56.69532 | nan | -56.677638 | 0.000022 | 1560.20608 | 0.982141 |
| 2017-03-29 00:00:00 | 9.0 | 1.5 | 0.0 | 10.0 | 0.0 | 1.2 | 0.5544 0.936 0.504 0.9072 | 0.5544 0.936 0.504 0.0 | 0.262511 0.000023 0.000146 0.0 | 0.145361 0.238849 0.204304 0.0 | 0.262511 0.000023 0.000146 0.0 | 0.0 0.0 0.0 0.0 | 45.0 45.0 45.0 0.0 | 0.000046 0.000046 0.000046 0.0 | 1.2 | 0.0 | 0.0 | 0.157574 | 0.0 | 0.505022 | 0.9072 | 0.639289 | 0.0 | 500.0 | 0.0 | -0.984411 | 0.0 | -1.760531 | 0.064376 | 8.490732 | 0.982724 | 0.03518 0.111372 0.339302 0.0 | -3.001236 -3.001237 -3.001237 0.0 | nan | -57.950829 | nan | -57.662049 | 0.09322 | 1561.477282 | 0.982724 |
| 2017-03-30 00:00:00 | 12.4 | 0.3 | 0.0 | 10.0 | 0.0 | 0.24 | 1.0395 1.755 0.945 1.701 | 1.0395 1.755 0.945 0.0 | 0.076819 0.000006 0.00005 0.0 | 0.396454 0.62374 0.601591 0.0 | 0.076819 0.000006 0.00005 0.0 | 0.0 0.0 0.0 0.0 | 62.0 62.0 62.0 0.0 | 0.000064 0.000064 0.000064 0.0 | 0.24 | 0.0 | 0.0 | 0.046162 | 0.0 | 0.8057 | 1.701 | 1.220098 | 0.0 | 500.0 | 0.0 | -1.088514 | 0.0 | -1.771559 | 0.108784 | 8.500021 | 0.983799 | -0.198093 -0.272374 -0.022339 0.0 | -3.0013 -3.0013 -3.0013 0.0 | nan | -58.916688 | nan | -58.750562 | 0.030597 | 1562.219896 | 0.983799 |
| 2017-03-31 00:00:00 | 15.0 | 0.2 | 0.0 | 10.0 | 0.0 | 0.16 | 1.8711 3.159 1.701 3.0618 | 1.8711 3.159 1.701 0.0 | 0.02362 0.000001 0.000007 0.0 | 0.346755 0.403415 0.470442 0.0 | 0.02362 0.000001 0.000007 0.0 | 0.0 0.0 0.0 0.0 | 75.0 75.0 75.0 0.0 | 0.000077 0.000077 0.000077 0.0 | 0.16 | 0.0 | 0.0 | 0.01425 | 0.0 | 1.934558 | 3.0618 | 2.136116 | 0.0 | 500.0 | 0.0 | 0.026639 | 0.0 | -1.670686 | 0.035209 | 8.502756 | 0.984115 | -0.408469 -0.51579 -0.332788 0.0 | -3.001377 -3.001377 -3.001377 0.0 | nan | -58.652816 | nan | -58.723923 | 0.009638 | 1562.228248 | 0.984115 |
| 2017-04-01 00:00:00 | 11.8 | 4.5 | 0.0 | 10.0 | 0.0 | 3.6 | 1.2825 1.755 0.945 1.728 | 1.2825 1.755 0.945 0.0 | 1.991769 0.031289 0.414313 0.0 | 0.874718 1.427468 0.831559 0.0 | 1.991769 0.031289 0.414313 0.0 | 0.0 0.0 0.0 0.0 | 59.0 59.0 59.0 0.0 | 0.00006 0.00006 0.00006 0.0 | 3.6 | 0.0 | 0.0 | 1.24594 | 0.0 | 0.380993 | 1.728 | 1.386098 | 0.0 | 500.0 | 0.0 | -1.376047 | 0.0 | -2.34437 | 0.628185 | 8.515631 | 0.985605 | 0.325045 1.625453 2.021341 0.0 | -3.001437 -3.001438 -3.001438 0.0 | nan | -60.616194 | nan | -60.09997 | 0.627393 | 1565.713055 | 0.985605 |
| 2017-04-02 00:00:00 | 9.4 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 1.368 1.872 1.008 1.8432 | 1.368 1.872 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.610023 1.639364 1.005966 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 47.0 47.0 47.0 0.0 | 0.000048 0.000048 0.000048 0.0 | 0.0 | 0.0 | 0.0 | 0.000048 | 0.0 | 0.582807 | 1.8432 | 1.490151 | 0.0 | 500.0 | 0.0 | -1.950523 | 0.0 | -2.23164 | 0.542349 | 8.529724 | 0.987237 | -0.284978 -0.013911 1.015375 0.0 | -3.001485 -3.001486 -3.001486 0.0 | nan | -62.265027 | nan | -62.050493 | 0.085092 | 1565.543453 | 0.987237 |
| 2017-04-03 00:00:00 | 8.1 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 1.71 2.34 1.26 2.304 | 1.71 2.34 1.26 0.0 | 0.0 0.0 0.0 0.0 | 0.227067 0.478502 1.028598 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 40.5 40.5 40.5 0.0 | 0.000041 0.000041 0.000041 0.0 | 0.0 | 0.0 | 0.0 | 0.000041 | 0.0 | 1.608966 | 2.304 | 1.840186 | 0.0 | 500.0 | 0.0 | -0.311128 | 0.0 | -1.696484 | 0.073518 | 8.530078 | 0.987278 | -0.512045 -0.492413 -0.013223 0.0 | -3.001527 -3.001527 -3.001527 0.0 | nan | -62.352544 | nan | -62.361621 | 0.011615 | 1565.522981 | 0.987278 |
| 2017-04-04 00:00:00 | 7.9 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 1.7955 2.457 1.323 2.4192 | 1.7955 2.457 1.323 0.0 | 0.0 0.0 0.0 0.0 | 0.119557 0.161202 0.357479 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 39.5 39.5 39.5 0.0 | 0.00004 0.00004 0.00004 0.0 | 0.0 | 0.0 | 0.0 | 0.00004 | 0.0 | 1.88238 | 2.4192 | 1.861369 | 0.0 | 500.0 | 0.0 | 0.207253 | 0.0 | -1.632475 | 0.010045 | 8.528991 | 0.987152 | -0.631602 -0.653615 -0.370703 0.0 | -3.001567 -3.001568 -3.001568 0.0 | nan | -62.102639 | nan | -62.154368 | 0.001611 | 1565.154293 | 0.987152 |
| 2017-04-05 00:00:00 | 7.5 | 0.4 | 0.0 | 10.0 | 0.0 | 0.32 | 1.4535 1.989 1.071 1.9584 | 1.4535 1.989 1.071 0.0 | 0.014458 0.000001 0.000008 0.0 | 0.11982 0.145604 0.209947 0.0 | 0.014458 0.000001 0.000008 0.0 | 0.0 0.0 0.0 0.0 | 37.5 37.5 37.5 0.0 | 0.000038 0.000038 0.000038 0.0 | 0.32 | 0.0 | 0.0 | 0.008714 | 0.0 | 1.50344 | 1.9584 | 1.499039 | 0.0 | 500.0 | 0.0 | -0.046755 | 0.0 | -1.633392 | 0.005869 | 8.528018 | 0.987039 | -0.445879 -0.47922 -0.260658 0.0 | -3.001606 -3.001606 -3.001606 0.0 | nan | -62.232591 | nan | -62.201123 | 0.004456 | 1565.370006 | 0.987039 |
| 2017-04-06 00:00:00 | 7.2 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 1.4535 1.989 1.071 1.9584 | 1.4535 1.989 1.071 0.0 | 0.0 0.0 0.0 0.0 | 0.126183 0.143877 0.175605 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 36.0 36.0 36.0 0.0 | 0.000037 0.000037 0.000037 0.0 | 0.0 | 0.0 | 0.0 | 0.000037 | 0.0 | 1.499774 | 1.9584 | 1.495674 | 0.0 | 500.0 | 0.0 | -0.138086 | 0.0 | -1.621338 | 0.003857 | 8.528824 | 0.987132 | -0.572062 -0.623097 -0.436263 0.0 | -3.001642 -3.001643 -3.001643 0.0 | nan | -62.354154 | nan | -62.339209 | 0.000636 | 1565.658372 | 0.987132 |
| 2017-04-07 00:00:00 | 8.1 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 0.684 0.936 0.504 0.9216 | 0.684 0.936 0.504 0.0 | 0.0 0.0 0.0 0.0 | 0.042006 0.045676 0.053523 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 40.5 40.5 40.5 0.0 | 0.000041 0.000041 0.000041 0.0 | 0.0 | 0.0 | 0.0 | 0.000041 | 0.0 | 0.724701 | 0.9216 | 0.700992 | 0.0 | 500.0 | 0.0 | -0.744902 | 0.0 | -1.632209 | 0.000573 | 8.532009 | 0.987501 | -0.614068 -0.668774 -0.489786 0.0 | -3.001684 -3.001684 -3.001684 0.0 | nan | -63.261662 | nan | -63.084111 | 0.000105 | 1566.184002 | 0.987501 |
| 2017-04-08 00:00:00 | 8.6 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 1.1115 1.521 0.819 1.4976 | 1.1115 1.521 0.819 0.0 | 0.0 0.0 0.0 0.0 | 0.055212 0.058911 0.067506 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 43.0 43.0 43.0 0.0 | 0.000044 0.000044 0.000044 0.0 | 0.0 | 0.0 | 0.0 | 0.000044 | 0.0 | 1.191442 | 1.4976 | 1.137205 | 0.0 | 500.0 | 0.0 | -0.514108 | 0.0 | -1.619655 | 0.000115 | 8.537344 | 0.988119 | -0.66928 -0.727685 -0.557292 0.0 | -3.001728 -3.001728 -3.001728 0.0 | nan | -63.689874 | nan | -63.598219 | 0.000033 | 1566.39807 | 0.988119 |
| 2017-04-09 00:00:00 | 10.5 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 2.1375 2.925 1.575 2.88 | 2.1375 2.925 1.575 0.0 | 0.0 0.0 0.0 0.0 | 0.07886 0.082517 0.092024 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 52.5 52.5 52.5 0.0 | 0.000054 0.000054 0.000054 0.0 | 0.0 | 0.0 | 0.0 | 0.000054 | 0.0 | 2.319702 | 2.88 | 2.183225 | 0.0 | 500.0 | 0.0 | 0.487713 | 0.0 | -1.597736 | 0.000059 | 8.537439 | 0.98813 | -0.74814 -0.810202 -0.649315 0.0 | -3.001781 -3.001782 -3.001782 0.0 | nan | -62.967909 | nan | -63.110506 | 0.000028 | 1566.188861 | 0.98813 |
Click to see the graph
>>> round_(model.check_waterbalance(conditions))
0.0
elevated regions¶
>>> inputs.fxs.series = 0.0
>>> er(conifer=True, default=False)
>>> ac(100.0)
>>> cwe(400.0)
>>> cge(200000.0)
>>> test("wland_wag_elevated_regions",
... axis1=(fluxes.pc, fluxes.fgse, fluxes.fgs),
... axis2=(states.hge, states.dg))
Click to see the table
| date | t | p | fxg | fxs | dhs | pc | pe | pet | tf | ei | rf | sf | pm | am | ps | pve | pv | pq | etve | etv | es | et | gr | fxs | fxg | cdg | fgse | fgs | fqs | rh | r | ic | sp | dve | dv | hge | dg | hq | hs | outlet |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| 2017-02-10 00:00:00 | -2.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.3942 0.702 0.378 0.6588 | 0.3942 0.702 0.378 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.000001 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.000117 0.000117 0.000117 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.698121 | 0.392069 | 0.003375 | 0.435852 | 0.0 | 0.0 | 0.0 | -270.544309 | 3.434919 | 0.050701 | 0.0 | 0.0 | 0.0 | -3.0 -3.000001 -3.0 0.0 | -3.0 -3.0 -3.0 0.0 | 140.698121 | 138.72531 | 892.103635 | 1329.455691 | 0.0 | -0.512767 | 0.0 |
| 2017-02-11 00:00:00 | -1.5 | 0.4 | 0.0 | 0.0 | 0.0 | 0.32 | 0.5256 0.936 0.504 0.8784 | 0.5256 0.936 0.504 0.0 | 0.000001 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.009388 0.009388 0.009388 0.0 | 0.0 0.0 0.0 0.0 | 0.32 | 0.0 | 0.0 | 0.0 | 0.930742 | 0.522801 | 0.778445 | 0.596616 | 0.0 | 0.0 | 0.0 | -38.445642 | 2.379587 | 0.197561 | 0.0 | 0.000501 | 0.000058 | -2.680002 -2.680003 -2.680002 0.0 | -3.0 -3.0 -3.0 0.0 | 141.628863 | 138.255879 | 886.633321 | 1291.010049 | 0.0 | 4.81201 | 0.000058 |
| 2017-02-12 00:00:00 | -0.9 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.4599 0.819 0.441 0.7686 | 0.4599 0.819 0.441 0.0 | 0.0 0.0 0.0 0.0 | 0.000002 0.000004 0.000002 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.069591 0.069591 0.069591 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.814317 | 0.457472 | 0.7686 | 0.523777 | 0.0 | 0.0 | 0.0 | -2.50325 | 2.269693 | 0.213173 | 0.0 | 0.002876 | 0.000333 | -2.680004 -2.680007 -2.680004 0.0 | -3.0 -3.0 -3.0 0.0 | 142.443181 | 137.791678 | 881.415636 | 1288.506799 | 0.0 | 10.166916 | 0.000333 |
| 2017-02-13 00:00:00 | -1.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.006707 0.006707 0.006707 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.46529 | 0.261428 | 0.4392 | 0.2993 | 0.0 | 0.0 | 0.0 | -3.3263 | 2.216165 | 0.213279 | 0.0 | 0.006447 | 0.000746 | -2.680005 -2.680009 -2.680005 0.0 | -3.0 -3.0 -3.0 0.0 | 142.908471 | 137.158302 | 876.321004 | 1285.180498 | 0.0 | 15.675792 | 0.000746 |
| 2017-02-14 00:00:00 | -1.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.018374 0.018374 0.018374 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.465265 | 0.261445 | 0.4392 | 0.299303 | 0.0 | 0.0 | 0.0 | -3.347695 | 2.160384 | 0.214496 | 0.0 | 0.010866 | 0.001258 | -2.680007 -2.680011 -2.680006 0.0 | -3.0 -3.0 -3.0 0.0 | 143.373735 | 136.554051 | 871.354605 | 1281.832804 | 0.0 | 20.999491 | 0.001258 |
| 2017-02-15 00:00:00 | 1.7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 8.50479 8.50479 8.50479 0.0 | 0.000009 0.000009 0.000009 0.0 | 0.0 | 0.000003 | 0.000002 | 0.000007 | 0.465239 | 0.26146 | 0.4392 | 0.299304 | 0.0 | 0.0 | 0.0 | -3.194658 | 2.106982 | 0.215594 | 0.000004 | 0.015793 | 0.001828 | -2.680008 -2.680013 -2.680007 0.0 | -3.000008 -3.000009 -3.000009 0.0 | 143.838972 | 135.977612 | 866.510968 | 1278.638146 | 0.000003 | 26.109324 | 0.001828 |
| 2017-02-16 00:00:00 | 4.4 | 0.2 | 0.0 | 0.0 | 0.0 | 0.16 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 0.000001 0.0 0.0 0.0 | 0.000002 0.000003 0.000002 0.0 | 0.000001 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 22.000001 22.000001 22.000001 0.0 | 0.000023 0.000023 0.000023 0.0 | 0.16 | 0.000007 | 0.000006 | 0.000018 | 0.465213 | 0.261475 | 0.4392 | 0.299306 | 0.0 | 0.0 | 0.0 | -3.050563 | 2.055973 | 0.216482 | 0.000013 | 0.021141 | 0.002447 | -2.52001 -2.520016 -2.520009 0.0 | -3.000031 -3.000032 -3.000032 0.0 | 144.304179 | 135.427576 | 861.784593 | 1275.587583 | 0.000008 | 31.138239 | 0.002447 |
| 2017-02-17 00:00:00 | 4.5 | 4.5 | 0.0 | 0.0 | 0.0 | 3.6 | 0.1971 0.351 0.189 0.3294 | 0.1971 0.351 0.189 0.0 | 0.716527 0.000865 0.002553 0.0 | 0.045816 0.103387 0.056191 0.0 | 0.716527 0.000865 0.002553 0.0 | 0.0 0.0 0.0 0.0 | 22.5 22.5 22.5 0.0 | 0.000023 0.000023 0.000023 0.0 | 3.6 | 0.000257 | 0.182771 | 0.320715 | 0.24613 | 0.15053 | 0.3294 | 0.230304 | 0.0 | 0.0 | 0.0 | -10.528095 | 1.99724 | 0.217994 | 0.083325 | 0.029577 | 0.003423 | 0.317647 0.975732 1.021248 0.0 | -3.000054 -3.000055 -3.000055 0.0 | 144.550052 | 134.61471 | 857.193238 | 1265.059488 | 0.237397 | 43.421954 | 0.003423 |
| 2017-02-18 00:00:00 | 3.4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1971 0.351 0.189 0.3294 | 0.1971 0.351 0.189 0.0 | 0.0 0.0 0.0 0.0 | 0.147898 0.341641 0.1863 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 17.000016 17.000016 17.000016 0.0 | 0.000018 0.000018 0.000018 0.0 | 0.0 | 0.000005 | 0.000004 | 0.000013 | 0.009303 | 0.048962 | 0.3294 | 0.243776 | 0.0 | 0.0 | 0.0 | 1.730617 | 1.940306 | 0.209106 | 0.205188 | 0.051386 | 0.005947 | 0.169749 0.634092 0.834947 0.0 | -3.000072 -3.000072 -3.000072 0.0 | 144.55935 | 133.90262 | 852.732765 | 1266.790105 | 0.032223 | 56.725169 | 0.005947 |
| 2017-02-19 00:00:00 | 4.8 | 3.2 | 0.0 | 0.0 | 0.0 | 2.56 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 2.023717 0.452895 0.899659 0.0 | 0.221725 0.465424 0.251476 0.0 | 2.023717 0.452895 0.899659 0.0 | 0.0 0.0 0.0 0.0 | 24.0 24.0 24.0 0.0 | 0.000025 0.000025 0.000025 0.0 | 2.56 | 0.130837 | 0.505675 | 1.097433 | 0.00256 | 0.040877 | 0.4392 | 0.325426 | 0.0 | 0.0 | 0.0 | -13.59945 | 1.85386 | 0.207864 | 0.592872 | 0.080551 | 0.009323 | 0.484308 2.275773 2.243812 0.0 | -3.000097 -3.000097 -3.000097 0.0 | 144.431072 | 132.718757 | 848.471018 | 1253.190655 | 0.536784 | 89.980346 | 0.009323 |
| 2017-02-20 00:00:00 | 6.7 | 4.6 | 0.0 | 0.0 | 0.0 | 3.68 | 0.1971 0.351 0.189 0.3294 | 0.1971 0.351 0.189 0.0 | 3.340007 2.972394 3.208167 0.0 | 0.184109 0.350996 0.188997 0.0 | 3.340007 2.972394 3.208167 0.0 | 0.0 0.0 0.0 0.0 | 33.5 33.5 33.5 0.0 | 0.000035 0.000035 0.000035 0.0 | 3.68 | 0.853454 | 0.81941 | 2.468891 | 0.000004 | 0.01293 | 0.3294 | 0.244163 | 0.0 | 0.0 | 0.0 | -13.538993 | 1.752408 | 0.157786 | 1.844316 | 0.207395 | 0.024004 | 0.640192 2.632382 2.526648 0.0 | -3.000131 -3.000131 -3.000131 0.0 | 143.577622 | 131.193859 | 844.442494 | 1239.651663 | 1.161359 | 177.971569 | 0.024004 |
| 2017-02-21 00:00:00 | 5.8 | 2.3 | 0.0 | 0.0 | 0.0 | 1.84 | 0.3942 0.702 0.378 0.6588 | 0.3942 0.702 0.378 0.0 | 1.642152 1.408887 1.61893 0.0 | 0.363809 0.701991 0.377995 0.0 | 1.642152 1.408887 1.61893 0.0 | 0.0 0.0 0.0 0.0 | 29.0 29.0 29.0 0.0 | 0.00003 0.00003 0.00003 0.0 | 1.84 | 0.401398 | 0.395511 | 1.212154 | 0.000009 | 0.030253 | 0.6588 | 0.488316 | 0.0 | 0.0 | 0.0 | -3.009681 | 1.694336 | 0.058918 | 1.702321 | 0.435411 | 0.050395 | 0.474231 2.361503 2.369724 0.0 | -3.000161 -3.000161 -3.000161 0.0 | 143.176232 | 130.040351 | 840.547469 | 1236.641982 | 0.671192 | 242.528133 | 0.050395 |
| 2017-02-22 00:00:00 | 6.5 | 18.0 | 0.0 | 0.0 | 0.0 | 14.4 | 0.5256 0.936 0.504 0.8784 | 0.5256 0.936 0.504 0.0 | 13.58945 13.049105 13.564558 0.0 | 0.504697 0.935996 0.503997 0.0 | 13.58945 13.049105 13.564558 0.0 | 0.0 0.0 0.0 0.0 | 32.5 32.5 32.5 0.0 | 0.000033 0.000033 0.000033 0.0 | 14.4 | 3.624387 | 3.156856 | 10.443461 | 0.000004 | 0.020812 | 0.8784 | 0.651143 | 0.0 | 0.0 | 0.0 | -58.056342 | 1.45024 | -0.129064 | 6.446151 | 0.945992 | 0.10949 | 0.780084 2.776403 2.701169 0.0 | -3.000194 -3.000195 -3.000195 0.0 | 139.551849 | 126.050123 | 837.213584 | 1178.58564 | 4.668503 | 520.817028 | 0.10949 |
| 2017-02-23 00:00:00 | 5.0 | 19.2 | 0.0 | 0.0 | 0.0 | 15.36 | 0.3285 0.585 0.315 0.549 | 0.3285 0.585 0.315 0.0 | 14.927249 14.656122 14.931675 0.0 | 0.322035 0.584999 0.314999 0.0 | 14.927249 14.656122 14.931675 0.0 | 0.0 0.0 0.0 0.0 | 25.0 25.0 25.0 0.0 | 0.000026 0.000026 0.000026 0.0 | 15.36 | 3.878654 | 3.248148 | 11.733894 | 0.000001 | 0.00644 | 0.549 | 0.406983 | 0.0 | 0.0 | 0.0 | -48.581603 | 1.206361 | -1.340882 | 10.671575 | 2.622039 | 0.303477 | 0.890801 2.895282 2.814495 0.0 | -3.00022 -3.000221 -3.000221 0.0 | 135.673196 | 120.864352 | 834.440341 | 1130.004037 | 5.730822 | 888.011307 | 0.303477 |
| 2017-02-24 00:00:00 | 3.0 | 0.4 | 0.0 | 0.0 | 0.0 | 0.32 | 0.5256 0.936 0.504 0.8784 | 0.5256 0.936 0.504 0.0 | 0.294511 0.228524 0.294809 0.0 | 0.495658 0.935979 0.503995 0.0 | 0.294511 0.228524 0.294809 0.0 | 0.0 0.0 0.0 0.0 | 15.00006 15.00006 15.00006 0.0 | 0.000015 0.000015 0.000015 0.0 | 0.32 | 0.05894 | 0.060077 | 0.221032 | 0.00002 | 0.029835 | 0.8784 | 0.651133 | 0.0 | 0.0 | 0.0 | 2.770764 | 1.098718 | -2.525314 | 5.085841 | 3.815803 | 0.441644 | 0.420632 2.050778 2.335691 0.0 | -3.000236 -3.000236 -3.000236 0.0 | 135.614276 | 117.759437 | 831.914553 | 1132.7748 | 0.866013 | 871.624746 | 0.441644 |
| 2017-02-25 00:00:00 | 3.1 | 8.3 | 0.0 | 0.0 | 0.0 | 6.64 | 0.3285 0.585 0.315 0.549 | 0.3285 0.585 0.315 0.0 | 6.067458 5.421583 6.05777 0.0 | 0.308293 0.584994 0.314997 0.0 | 6.067458 5.421583 6.05777 0.0 | 0.0 0.0 0.0 0.0 | 15.500043 15.500043 15.500043 0.0 | 0.000016 0.000016 0.000016 0.0 | 6.64 | 1.384761 | 1.173121 | 4.753442 | 0.000006 | 0.020138 | 0.549 | 0.406957 | 0.0 | 0.0 | 0.0 | -28.420639 | 0.999135 | -1.87959 | 3.394135 | 3.317719 | 0.383995 | 0.684881 2.684202 2.602925 0.0 | -3.000251 -3.000252 -3.000252 0.0 | 134.229521 | 114.227297 | 829.61769 | 1104.354161 | 2.22532 | 822.882439 | 0.383995 |
| 2017-02-26 00:00:00 | 7.1 | 5.3 | 0.0 | 0.0 | 0.0 | 4.24 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 3.990607 3.797385 3.989283 0.0 | 0.2519 0.467998 0.251998 0.0 | 3.990607 3.797385 3.989283 0.0 | 0.0 0.0 0.0 0.0 | 35.5 35.5 35.5 0.0 | 0.000037 0.000037 0.000037 0.0 | 4.24 | 0.954758 | 0.732838 | 3.206414 | 0.000002 | 0.010865 | 0.4392 | 0.325578 | 0.0 | 0.0 | 0.0 | -12.864034 | 0.913172 | -1.684664 | 3.742976 | 3.202265 | 0.370633 | 0.682374 2.65882 2.601643 0.0 | -3.000288 -3.000288 -3.000288 0.0 | 133.274765 | 111.364075 | 827.518444 | 1091.490126 | 1.688759 | 800.446674 | 0.370633 |
| 2017-02-27 00:00:00 | 9.4 | 0.7 | 0.0 | 0.0 | 0.0 | 0.56 | 0.8541 1.521 0.819 1.4274 | 0.8541 1.521 0.819 0.0 | 0.42403 0.206939 0.404322 0.0 | 0.695492 1.52066 0.818961 0.0 | 0.42403 0.206939 0.404322 0.0 | 0.0 0.0 0.0 0.0 | 47.0 47.0 47.0 0.0 | 0.000048 0.000048 0.000048 0.0 | 0.56 | 0.051688 | 0.074997 | 0.296476 | 0.000338 | 0.158128 | 1.4274 | 1.057908 | 0.0 | 0.0 | 0.0 | 1.781618 | 0.881607 | -1.324326 | 1.646102 | 2.863027 | 0.331369 | 0.122852 1.49122 1.93836 0.0 | -3.000336 -3.000337 -3.000337 0.0 | 133.223416 | 109.682076 | 825.491762 | 1093.271745 | 0.339132 | 698.151766 | 0.331369 |
| 2017-02-28 00:00:00 | 4.6 | 2.7 | 0.0 | 0.0 | 0.0 | 2.16 | 0.5913 1.053 0.567 0.9882 | 0.5913 1.053 0.567 0.0 | 1.504399 0.475642 1.340783 0.0 | 0.453724 1.052728 0.566963 0.0 | 1.504399 0.475642 1.340783 0.0 | 0.0 0.0 0.0 0.0 | 23.0 23.0 23.0 0.0 | 0.000024 0.000024 0.000024 0.0 | 2.16 | 0.118643 | 0.259073 | 0.988397 | 0.00027 | 0.137168 | 0.9882 | 0.732353 | 0.0 | 0.0 | 0.0 | -5.10832 | 0.860119 | -0.769019 | 0.825206 | 2.264918 | 0.262143 | 0.324728 2.12285 2.190614 0.0 | -3.00036 -3.000361 -3.000361 0.0 | 133.105044 | 108.361093 | 823.514477 | 1088.163425 | 0.502324 | 603.903566 | 0.262143 |
| 2017-03-01 00:00:00 | 3.7 | 1.6 | 0.0 | 0.0 | 0.0 | 1.28 | 0.4851 0.819 0.441 0.7938 | 0.4851 0.819 0.441 0.0 | 0.950571 0.49684 0.875849 0.0 | 0.384051 0.818947 0.440979 0.0 | 0.950571 0.49684 0.875849 0.0 | 0.0 0.0 0.0 0.0 | 18.500006 18.500006 18.500006 0.0 | 0.000019 0.000019 0.000019 0.0 | 1.28 | 0.123725 | 0.160627 | 0.673505 | 0.000052 | 0.100757 | 0.7938 | 0.584945 | 0.0 | 0.0 | 0.0 | 2.576215 | 0.846306 | -0.454143 | 0.819453 | 1.87418 | 0.216919 | 0.270106 2.087062 2.153785 0.0 | -3.000379 -3.00038 -3.00038 0.0 | 132.981371 | 107.423928 | 821.568947 | 1090.73964 | 0.356376 | 537.482182 | 0.216919 |
| 2017-03-02 00:00:00 | 4.7 | 2.5 | 0.0 | 0.0 | 0.0 | 2.0 | 0.4851 0.819 0.441 0.7938 | 0.4851 0.819 0.441 0.0 | 1.532176 1.008495 1.460233 0.0 | 0.393796 0.818966 0.440983 0.0 | 1.532176 1.008495 1.460233 0.0 | 0.0 0.0 0.0 0.0 | 23.5 23.5 23.5 0.0 | 0.000024 0.000024 0.000024 0.0 | 2.0 | 0.250495 | 0.254888 | 1.13982 | 0.000033 | 0.091045 | 0.7938 | 0.584964 | 0.0 | 0.0 | 0.0 | 2.186546 | 0.848978 | -0.272949 | 0.945147 | 1.606914 | 0.185985 | 0.344134 2.259601 2.252568 0.0 | -3.000403 -3.000404 -3.000404 0.0 | 132.73091 | 106.562646 | 819.617273 | 1092.926186 | 0.55105 | 496.630172 | 0.185985 |
| 2017-03-03 00:00:00 | 5.9 | 0.6 | 0.0 | 0.0 | 0.0 | 0.48 | 0.7623 1.287 0.693 1.2474 | 0.7623 1.287 0.693 0.0 | 0.288967 0.089049 0.242284 0.0 | 0.505891 1.286378 0.692918 0.0 | 0.288967 0.089049 0.242284 0.0 | 0.0 0.0 0.0 0.0 | 29.5 29.5 29.5 0.0 | 0.00003 0.00003 0.00003 0.0 | 0.48 | 0.022084 | 0.04754 | 0.189204 | 0.000619 | 0.25569 | 1.2474 | 0.919041 | 0.0 | 0.0 | 0.0 | 17.725911 | 0.886548 | -0.183292 | 0.594047 | 1.423941 | 0.164808 | 0.029277 1.364175 1.797366 0.0 | -3.000434 -3.000434 -3.000434 0.0 | 132.709445 | 106.14423 | 817.579231 | 1110.652098 | 0.146207 | 448.385248 | 0.164808 |
| 2017-03-04 00:00:00 | 7.7 | 0.2 | 0.0 | 0.0 | 0.0 | 0.16 | 0.693 1.17 0.63 1.134 | 0.693 1.17 0.63 0.0 | 0.056032 0.00073 0.020468 0.0 | 0.28711 1.128812 0.629377 0.0 | 0.056032 0.00073 0.020468 0.0 | 0.0 0.0 0.0 0.0 | 38.5 38.5 38.5 0.0 | 0.00004 0.00004 0.00004 0.0 | 0.16 | 0.000191 | 0.009176 | 0.030362 | 0.040993 | 0.404758 | 1.134 | 0.8351 | 0.0 | 0.0 | 0.0 | 14.250359 | 0.944846 | -0.081703 | 0.144905 | 1.186941 | 0.137377 | -0.153865 0.394633 1.307521 0.0 | -3.000473 -3.000474 -3.000474 0.0 | 132.750247 | 105.985686 | 815.407171 | 1124.902457 | 0.031663 | 392.76247 | 0.137377 |
| 2017-03-05 00:00:00 | 6.3 | 1.7 | 0.0 | 0.0 | 0.0 | 1.36 | 0.5544 0.936 0.504 0.9072 | 0.5544 0.936 0.504 0.0 | 0.69935 0.001276 0.261852 0.0 | 0.321216 0.881368 0.50364 0.0 | 0.69935 0.001276 0.261852 0.0 | 0.0 0.0 0.0 0.0 | 31.5 31.5 31.5 0.0 | 0.000032 0.000032 0.000032 0.0 | 1.36 | 0.000325 | 0.113937 | 0.377751 | 0.054373 | 0.232536 | 0.9072 | 0.668215 | 0.0 | 0.0 | 0.0 | 2.782262 | 0.972307 | 0.002741 | 0.222934 | 0.987184 | 0.114257 | 0.185569 0.871989 1.902029 0.0 | -3.000506 -3.000506 -3.000506 0.0 | 132.804294 | 105.620872 | 813.171982 | 1127.684719 | 0.186479 | 354.86044 | 0.114257 |
| 2017-03-06 00:00:00 | 3.7 | 0.3 | 0.0 | 0.0 | 0.0 | 0.24 | 0.4158 0.702 0.378 0.6804 | 0.4158 0.702 0.378 0.0 | 0.131711 0.000231 0.068138 0.0 | 0.255779 0.664281 0.377897 0.0 | 0.131711 0.000231 0.068138 0.0 | 0.0 0.0 0.0 0.0 | 18.500006 18.500006 18.500006 0.0 | 0.000019 0.000019 0.000019 0.0 | 0.24 | 0.000062 | 0.021334 | 0.07311 | 0.037539 | 0.159579 | 0.6804 | 0.501208 | 0.0 | 0.0 | 0.0 | 9.319057 | 0.989578 | 0.05111 | 0.204364 | 0.860821 | 0.099632 | 0.038079 0.447477 1.695993 0.0 | -3.000525 -3.000525 -3.000525 0.0 | 132.841772 | 105.315439 | 810.89709 | 1137.003776 | 0.055225 | 322.89545 | 0.099632 |
| 2017-03-07 00:00:00 | 1.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.4851 0.819 0.441 0.7938 | 0.4851 0.819 0.441 0.0 | 0.0 0.0 0.0 0.0 | 0.203149 0.529562 0.440411 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 8.006707 8.006707 8.006707 0.0 | 0.000008 0.000008 0.000008 0.0 | 0.0 | 0.000002 | 0.000001 | 0.000007 | 0.288057 | 0.281177 | 0.7938 | 0.5842 | 0.0 | 0.0 | 0.0 | 7.008302 | 1.014673 | 0.094936 | 0.047764 | 0.738683 | 0.085496 | -0.16507 -0.082085 1.255582 0.0 | -3.000533 -3.000533 -3.000533 0.0 | 133.129827 | 105.184214 | 808.564507 | 1144.012078 | 0.007468 | 290.29904 | 0.085496 |
| 2017-03-08 00:00:00 | 4.0 | 1.8 | 0.0 | 0.0 | 0.0 | 1.44 | 0.4851 0.819 0.441 0.7938 | 0.4851 0.819 0.441 0.0 | 0.767794 0.000465 0.302127 0.0 | 0.289627 0.646563 0.440662 0.0 | 0.767794 0.000465 0.302127 0.0 | 0.0 0.0 0.0 0.0 | 20.000002 20.000002 20.000002 0.0 | 0.000021 0.000021 0.000021 0.0 | 1.44 | 0.000121 | 0.123392 | 0.416978 | 0.171611 | 0.194938 | 0.7938 | 0.584528 | 0.0 | 0.0 | 0.0 | -3.016441 | 1.012892 | 0.138254 | 0.22059 | 0.645061 | 0.07466 | 0.21751 0.710887 1.952794 0.0 | -3.000553 -3.000554 -3.000554 0.0 | 133.301316 | 104.887569 | 806.236021 | 1140.995637 | 0.203855 | 273.565805 | 0.07466 |
| 2017-03-09 00:00:00 | 5.6 | 8.9 | 0.0 | 0.0 | 0.0 | 7.12 | 0.3465 0.585 0.315 0.567 | 0.3465 0.585 0.315 0.0 | 6.357888 4.564072 6.159136 0.0 | 0.317364 0.584263 0.314994 0.0 | 6.357888 4.564072 6.159136 0.0 | 0.0 0.0 0.0 0.0 | 28.0 28.0 28.0 0.0 | 0.000029 0.000029 0.000029 0.0 | 7.12 | 1.131749 | 1.007433 | 4.855912 | 0.000734 | 0.029057 | 0.567 | 0.417894 | 0.0 | 0.0 | 0.0 | -57.538524 | 0.862359 | 0.150193 | 2.78857 | 0.76444 | 0.088477 | 0.662257 2.682553 2.598664 0.0 | -3.000582 -3.000583 -3.000583 0.0 | 132.170301 | 103.628206 | 804.253585 | 1083.457113 | 2.271197 | 382.952397 | 0.088477 |
| 2017-03-10 00:00:00 | 5.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5544 0.936 0.504 0.9072 | 0.5544 0.936 0.504 0.0 | 0.0 0.0 0.0 0.0 | 0.473404 0.93593 0.503987 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 29.0 29.0 29.0 0.0 | 0.00003 0.00003 0.00003 0.0 | 0.0 | 0.000007 | 0.000005 | 0.000025 | 0.00007 | 0.080782 | 0.9072 | 0.66858 | 0.0 | 0.0 | 0.0 | 29.521033 | 0.820808 | -0.038966 | 1.963847 | 1.171296 | 0.135567 | 0.188854 1.746623 2.094677 0.0 | -3.000612 -3.000612 -3.000612 0.0 | 132.170363 | 103.259614 | 802.36667 | 1112.978146 | 0.307375 | 418.563293 | 0.135567 |
| 2017-03-11 00:00:00 | 5.7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.693 1.17 0.63 1.134 | 0.693 1.17 0.63 0.0 | 0.0 0.0 0.0 0.0 | 0.342827 1.155668 0.629755 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 28.5 28.5 28.5 0.0 | 0.000029 0.000029 0.000029 0.0 | 0.0 | 0.000007 | 0.000005 | 0.000024 | 0.014265 | 0.349251 | 1.134 | 0.835298 | 0.0 | 0.0 | 0.0 | 11.20131 | 0.883388 | -0.03394 | 0.265774 | 1.092949 | 0.126499 | -0.153973 0.590955 1.464922 0.0 | -3.000641 -3.000642 -3.000642 0.0 | 132.184621 | 103.133226 | 800.335894 | 1124.179457 | 0.041625 | 374.806892 | 0.126499 |
| 2017-03-12 00:00:00 | 4.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8316 1.404 0.756 1.3608 | 0.8316 1.404 0.756 0.0 | 0.0 0.0 0.0 0.0 | 0.194387 0.813372 0.748184 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 23.0 23.0 23.0 0.0 | 0.000024 0.000024 0.000024 0.0 | 0.0 | 0.000006 | 0.000004 | 0.00002 | 0.587838 | 0.635533 | 1.3608 | 1.000487 | 0.0 | 0.0 | 0.0 | 8.813984 | 0.91579 | 0.035434 | 0.036022 | 0.910527 | 0.105385 | -0.34836 -0.222417 0.716738 0.0 | -3.000665 -3.000665 -3.000665 0.0 | 132.772453 | 103.346294 | 798.23063 | 1132.993441 | 0.005623 | 330.726594 | 0.105385 |
| 2017-03-13 00:00:00 | 4.2 | 0.9 | 0.0 | 0.0 | 0.0 | 0.72 | 0.6237 1.053 0.567 1.0206 | 0.6237 1.053 0.567 0.0 | 0.198331 0.000023 0.002957 0.0 | 0.206897 0.452756 0.552685 0.0 | 0.198331 0.000023 0.002957 0.0 | 0.0 0.0 0.0 0.0 | 21.000001 21.000001 21.000001 0.0 | 0.000022 0.000022 0.000022 0.0 | 0.72 | 0.000011 | 0.030926 | 0.100764 | 0.597375 | 0.415701 | 1.0206 | 0.749401 | 0.0 | 0.0 | 0.0 | 5.259473 | 0.937515 | 0.092674 | 0.05551 | 0.763574 | 0.088377 | -0.033588 0.044803 0.881095 0.0 | -3.000687 -3.000687 -3.000687 0.0 | 133.369817 | 103.354985 | 796.075424 | 1138.252914 | 0.050876 | 297.691936 | 0.088377 |
| 2017-03-14 00:00:00 | 7.4 | 0.1 | 0.0 | 0.0 | 0.0 | 0.08 | 0.6237 1.053 0.567 1.0206 | 0.6237 1.053 0.567 0.0 | 0.023912 0.000002 0.000192 0.0 | 0.223888 0.377752 0.535188 0.0 | 0.023912 0.000002 0.000192 0.0 | 0.0 0.0 0.0 0.0 | 37.0 37.0 37.0 0.0 | 0.000038 0.000038 0.000038 0.0 | 0.08 | 0.00001 | 0.003734 | 0.012161 | 0.671979 | 0.398754 | 1.0206 | 0.747595 | 0.0 | 0.0 | 0.0 | 6.588323 | 0.953614 | 0.133348 | 0.051293 | 0.658545 | 0.07622 | -0.201388 -0.252951 0.425716 0.0 | -3.000725 -3.000725 -3.000725 0.0 | 134.041786 | 103.406546 | 793.883207 | 1144.841237 | 0.011744 | 270.25787 | 0.07622 |
| 2017-03-15 00:00:00 | 6.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8316 1.404 0.756 1.3608 | 0.8316 1.404 0.756 0.0 | 0.0 0.0 0.0 0.0 | 0.171765 0.216666 0.491846 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 31.5 31.5 31.5 0.0 | 0.000032 0.000032 0.000032 0.0 | 0.0 | 0.000008 | 0.000005 | 0.000027 | 1.181479 | 0.658083 | 1.3608 | 0.974422 | 0.0 | 0.0 | 0.0 | 5.664674 | 0.970139 | 0.166575 | 0.010231 | 0.56981 | 0.06595 | -0.373152 -0.469617 -0.06613 0.0 | -3.000757 -3.000757 -3.000757 0.0 | 135.223257 | 103.746129 | 791.653002 | 1150.505911 | 0.00154 | 245.805186 | 0.06595 |
| 2017-03-16 00:00:00 | 8.7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9702 1.638 0.882 1.5876 | 0.9702 1.638 0.882 0.0 | 0.0 0.0 0.0 0.0 | 0.116292 0.128134 0.249352 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 43.5 43.5 43.5 0.0 | 0.000045 0.000045 0.000045 0.0 | 0.0 | 0.000012 | 0.000007 | 0.000037 | 1.50222 | 0.85162 | 1.5876 | 1.104645 | 0.0 | 0.0 | 0.0 | 5.489598 | 0.984683 | 0.193453 | 0.001457 | 0.496675 | 0.057486 | -0.489445 -0.597751 -0.315482 0.0 | -3.000802 -3.000802 -3.000802 0.0 | 136.725465 | 104.298853 | 789.389363 | 1155.995509 | 0.00012 | 225.142744 | 0.057486 |
| 2017-03-17 00:00:00 | 6.4 | 3.9 | 0.0 | 0.0 | 0.0 | 3.12 | 0.7623 1.287 0.693 1.2474 | 0.7623 1.287 0.693 0.0 | 1.818542 0.016213 0.251692 0.0 | 0.48501 0.989328 0.602596 0.0 | 1.818542 0.016213 0.251692 0.0 | 0.0 0.0 0.0 0.0 | 32.0 32.0 32.0 0.0 | 0.000033 0.000033 0.000033 0.0 | 3.12 | 0.004267 | 0.287879 | 0.947184 | 0.296137 | 0.276543 | 1.2474 | 0.909723 | 0.0 | 0.0 | 0.0 | -14.689083 | 0.959143 | 0.219903 | 0.465019 | 0.464206 | 0.053728 | 0.327003 1.516708 1.95023 0.0 | -3.000834 -3.000835 -3.000835 0.0 | 137.017336 | 104.027849 | 787.184437 | 1141.306426 | 0.482285 | 233.0561 | 0.053728 |
| 2017-03-18 00:00:00 | 5.2 | 8.7 | 0.0 | 0.0 | 0.0 | 6.96 | 0.7623 1.287 0.693 1.2474 | 0.7623 1.287 0.693 0.0 | 6.071488 4.671028 5.752821 0.0 | 0.685962 1.286933 0.692984 0.0 | 6.071488 4.671028 5.752821 0.0 | 0.0 0.0 0.0 0.0 | 26.0 26.0 26.0 0.0 | 0.000027 0.000027 0.000027 0.0 | 6.96 | 1.216937 | 0.948827 | 4.685133 | 0.000067 | 0.076136 | 1.2474 | 0.919352 | 0.0 | 0.0 | 0.0 | -48.750551 | 0.805216 | 0.193898 | 2.99428 | 0.662266 | 0.076651 | 0.529554 2.518748 2.464426 0.0 | -3.000861 -3.000862 -3.000862 0.0 | 135.800466 | 102.946448 | 785.333366 | 1092.555875 | 2.173137 | 358.075681 | 0.076651 |
| 2017-03-19 00:00:00 | 5.1 | 26.4 | 0.0 | 0.0 | 0.0 | 21.12 | 0.3465 0.585 0.315 0.567 | 0.3465 0.585 0.315 0.0 | 20.402772 20.094679 20.410269 0.0 | 0.337475 0.584999 0.314999 0.0 | 20.402772 20.094679 20.410269 0.0 | 0.0 0.0 0.0 0.0 | 25.5 25.5 25.5 0.0 | 0.000026 0.000026 0.000026 0.0 | 21.12 | 5.019148 | 3.057611 | 16.970809 | 0.000001 | 0.009002 | 0.567 | 0.417928 | 0.0 | 0.0 | 0.0 | -98.550109 | 0.488076 | -0.34756 | 11.43817 | 1.901226 | 0.220049 | 0.909307 2.959069 2.859158 0.0 | -3.000887 -3.000888 -3.000888 0.0 | 130.781319 | 99.306241 | 784.211352 | 994.005766 | 7.705777 | 833.819419 | 0.220049 |
| 2017-03-20 00:00:00 | 8.7 | 11.5 | 0.0 | 0.0 | 0.0 | 9.2 | 0.4158 0.702 0.378 0.6804 | 0.4158 0.702 0.378 0.0 | 8.931932 8.697497 8.951414 0.0 | 0.406537 0.701998 0.377999 0.0 | 8.931932 8.697497 8.951414 0.0 | 0.0 0.0 0.0 0.0 | 43.5 43.5 43.5 0.0 | 0.000045 0.000045 0.000045 0.0 | 9.2 | 2.069054 | 1.247058 | 7.494644 | 0.000002 | 0.009241 | 0.6804 | 0.501518 | 0.0 | 0.0 | 0.0 | -30.236821 | 0.355464 | -2.421531 | 10.924277 | 4.350738 | 0.503558 | 0.770839 2.759574 2.729745 0.0 | -3.000932 -3.000932 -3.000932 0.0 | 128.712266 | 95.469162 | 783.394194 | 963.768945 | 4.276143 | 1088.898659 | 0.503558 |
| 2017-03-21 00:00:00 | 6.2 | 0.9 | 0.0 | 0.0 | 0.0 | 0.72 | 1.0395 1.755 0.945 1.701 | 1.0395 1.755 0.945 0.0 | 0.55413 0.275985 0.548126 0.0 | 0.84288 1.754558 0.944963 0.0 | 0.55413 0.275985 0.548126 0.0 | 0.0 0.0 0.0 0.0 | 31.0 31.0 31.0 0.0 | 0.000032 0.000032 0.000032 0.0 | 0.72 | 0.064683 | 0.072325 | 0.407318 | 0.00044 | 0.196193 | 1.701 | 1.253571 | 0.0 | 0.0 | 0.0 | -3.156627 | 0.300038 | -2.692614 | 3.954163 | 4.685246 | 0.542274 | 0.093828 1.449031 1.956656 0.0 | -3.000964 -3.000964 -3.000964 0.0 | 128.648023 | 92.750396 | 782.704453 | 960.612318 | 0.729299 | 968.246465 | 0.542274 |
| 2017-03-22 00:00:00 | 5.9 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.386 2.34 1.26 2.268 | 1.386 2.34 1.26 0.0 | 0.0 0.0 0.0 0.0 | 0.443274 1.688002 1.251506 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 29.5 29.5 29.5 0.0 | 0.00003 0.00003 0.00003 0.0 | 0.0 | 0.000007 | 0.000004 | 0.000026 | 0.649126 | 0.94073 | 2.268 | 1.668917 | 0.0 | 0.0 | 0.0 | 11.357409 | 0.307513 | -1.472671 | 0.630613 | 3.537274 | 0.409407 | -0.349446 -0.238971 0.70515 0.0 | -3.000994 -3.000994 -3.000994 0.0 | 129.297142 | 92.064695 | 781.997526 | 971.969727 | 0.098712 | 776.71825 | 0.409407 |
| 2017-03-23 00:00:00 | 5.2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.1088 1.872 1.008 1.8144 | 1.1088 1.872 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.139053 0.269832 0.749581 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 26.0 26.0 26.0 0.0 | 0.000027 0.000027 0.000027 0.0 | 0.0 | 0.000006 | 0.000003 | 0.000023 | 1.59495 | 0.9677 | 1.8144 | 1.308763 | 0.0 | 0.0 | 0.0 | 30.885691 | 0.356562 | -0.657095 | 0.08536 | 2.555959 | 0.295829 | -0.488499 -0.508804 -0.044431 0.0 | -3.001021 -3.001021 -3.001021 0.0 | 130.892085 | 92.197016 | 781.177843 | 1002.855418 | 0.013375 | 631.969957 | 0.295829 |
| 2017-03-24 00:00:00 | 5.2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.1088 1.872 1.008 1.8144 | 1.1088 1.872 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.087817 0.124854 0.285164 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 26.0 26.0 26.0 0.0 | 0.000027 0.000027 0.000027 0.0 | 0.0 | 0.000007 | 0.000003 | 0.000023 | 1.73901 | 1.018813 | 1.8144 | 1.262908 | 0.0 | 0.0 | 0.0 | 36.803123 | 0.458008 | -0.287039 | 0.011566 | 1.909116 | 0.220962 | -0.576315 -0.633658 -0.329595 0.0 | -3.001047 -3.001048 -3.001048 0.0 | 132.631089 | 92.699781 | 780.124951 | 1039.658541 | 0.001832 | 526.827564 | 0.220962 |
| 2017-03-25 00:00:00 | 5.9 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8316 1.404 0.756 1.3608 | 0.8316 1.404 0.756 0.0 | 0.0 0.0 0.0 0.0 | 0.049328 0.062899 0.109425 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 29.5 29.5 29.5 0.0 | 0.00003 0.00003 0.00003 0.0 | 0.0 | 0.000008 | 0.000004 | 0.000026 | 1.334662 | 0.780594 | 1.3608 | 0.936816 | 0.0 | 0.0 | 0.0 | 27.510361 | 0.557305 | -0.099504 | 0.001596 | 1.47659 | 0.170902 | -0.625643 -0.696556 -0.43902 0.0 | -3.001078 -3.001078 -3.001078 0.0 | 133.965743 | 93.102215 | 778.84379 | 1067.168902 | 0.000261 | 448.79009 | 0.170902 |
| 2017-03-26 00:00:00 | 6.7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9009 1.521 0.819 1.4742 | 0.9009 1.521 0.819 0.0 | 0.0 0.0 0.0 0.0 | 0.043675 0.052835 0.081017 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 33.5 33.5 33.5 0.0 | 0.000034 0.000034 0.000034 0.0 | 0.0 | 0.000009 | 0.000004 | 0.000029 | 1.460917 | 0.855368 | 1.4742 | 1.011104 | 0.0 | 0.0 | 0.0 | 18.90369 | 0.631377 | 0.010637 | 0.000244 | 1.175726 | 0.136079 | -0.669318 -0.749391 -0.520037 0.0 | -3.001112 -3.001112 -3.001112 0.0 | 135.426651 | 93.652527 | 777.392349 | 1086.072591 | 0.000047 | 388.854232 | 0.136079 |
| 2017-03-27 00:00:00 | 7.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.1088 1.872 1.008 1.8144 | 1.1088 1.872 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.044307 0.051549 0.072308 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 35.0 35.0 35.0 0.0 | 0.000036 0.000036 0.000036 0.0 | 0.0 | 0.000009 | 0.000005 | 0.00003 | 1.811166 | 1.062156 | 1.8144 | 1.241612 | 0.0 | 0.0 | 0.0 | 14.078475 | 0.684547 | 0.085794 | 0.000058 | 0.958106 | 0.110892 | -0.713625 -0.800939 -0.592344 0.0 | -3.001148 -3.001148 -3.001148 0.0 | 137.237808 | 94.458199 | 775.818677 | 1100.151067 | 0.000019 | 341.659712 | 0.110892 |
| 2017-03-28 00:00:00 | 8.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.3167 2.223 1.197 2.1546 | 1.3167 2.223 1.197 0.0 | 0.0 0.0 0.0 0.0 | 0.043337 0.048888 0.064064 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 41.5 41.5 41.5 0.0 | 0.000043 0.000043 0.000043 0.0 | 0.0 | 0.000011 | 0.000006 | 0.000036 | 2.162575 | 1.270515 | 2.1546 | 1.472085 | 0.0 | 0.0 | 0.0 | 11.782226 | 0.726474 | 0.141201 | 0.000037 | 0.796223 | 0.092155 | -0.756962 -0.849828 -0.656408 0.0 | -3.00119 -3.001191 -3.001191 0.0 | 139.400372 | 95.506671 | 774.148621 | 1111.933293 | 0.000018 | 303.847088 | 0.092155 |
| 2017-03-29 00:00:00 | 9.0 | 1.5 | 0.0 | 0.0 | 0.0 | 1.2 | 0.5544 0.936 0.504 0.9072 | 0.5544 0.936 0.504 0.0 | 0.261849 0.000022 0.000144 0.0 | 0.145064 0.238287 0.20422 0.0 | 0.261849 0.000022 0.000144 0.0 | 0.0 0.0 0.0 0.0 | 45.0 45.0 45.0 0.0 | 0.000046 0.000046 0.000046 0.0 | 1.2 | 0.000019 | 0.035251 | 0.136021 | 0.693904 | 0.408409 | 0.9072 | 0.637664 | 0.0 | 0.0 | 0.0 | 6.168213 | 0.756936 | 0.181113 | 0.055666 | 0.679853 | 0.078687 | 0.036125 0.111863 0.339228 0.0 | -3.001236 -3.001237 -3.001237 0.0 | 140.094257 | 95.682474 | 772.408538 | 1118.101506 | 0.080372 | 278.199636 | 0.078687 |
| 2017-03-30 00:00:00 | 12.4 | 0.3 | 0.0 | 0.0 | 0.0 | 0.24 | 1.0395 1.755 0.945 1.701 | 1.0395 1.755 0.945 0.0 | 0.076998 0.000006 0.00005 0.0 | 0.397313 0.624875 0.602036 0.0 | 0.076998 0.000006 0.00005 0.0 | 0.0 0.0 0.0 0.0 | 62.0 62.0 62.0 0.0 | 0.000064 0.000064 0.000064 0.0 | 0.24 | 0.000019 | 0.010414 | 0.040015 | 1.123843 | 0.640724 | 1.701 | 1.217508 | 0.0 | 0.0 | 0.0 | 7.140775 | 0.773507 | 0.208695 | 0.094062 | 0.603683 | 0.069871 | -0.198186 -0.273018 -0.022858 0.0 | -3.0013 -3.0013 -3.0013 0.0 | 141.218082 | 96.134726 | 770.630361 | 1125.242281 | 0.026326 | 257.299118 | 0.069871 |
| 2017-03-31 00:00:00 | 15.0 | 0.2 | 0.0 | 0.0 | 0.0 | 0.16 | 1.8711 3.159 1.701 3.0618 | 1.8711 3.159 1.701 0.0 | 0.023623 0.000001 0.000007 0.0 | 0.346812 0.402175 0.468846 0.0 | 0.023623 0.000001 0.000007 0.0 | 0.0 0.0 0.0 0.0 | 75.0 75.0 75.0 0.0 | 0.000077 0.000077 0.000077 0.0 | 0.16 | 0.000022 | 0.003256 | 0.012291 | 2.7409 | 1.520752 | 3.0618 | 2.129374 | 0.0 | 0.0 | 0.0 | 7.754985 | 0.794848 | 0.231049 | 0.031403 | 0.532877 | 0.061676 | -0.408621 -0.515194 -0.33171 0.0 | -3.001377 -3.001377 -3.001377 0.0 | 143.958959 | 97.485846 | 768.803125 | 1132.997267 | 0.007214 | 236.085036 | 0.061676 |
| 2017-04-01 00:00:00 | 11.8 | 4.5 | 0.0 | 0.0 | 0.0 | 3.6 | 1.2825 1.755 0.945 1.728 | 1.2825 1.755 0.945 0.0 | 1.991617 0.031278 0.413917 0.0 | 0.874837 1.427861 0.83191 0.0 | 1.991617 0.031278 0.413917 0.0 | 0.0 0.0 0.0 0.0 | 59.0 59.0 59.0 0.0 | 0.00006 0.00006 0.00006 0.0 | 3.6 | 0.009029 | 0.278279 | 1.076129 | 0.325191 | 0.406703 | 1.728 | 1.38503 | 0.0 | 0.0 | 0.0 | -12.015036 | 0.783506 | 0.251729 | 0.540592 | 0.501695 | 0.058067 | 0.324926 1.625667 2.022463 0.0 | -3.001437 -3.001438 -3.001438 0.0 | 144.275122 | 97.474246 | 767.001961 | 1120.98223 | 0.542752 | 246.762096 | 0.058067 |
| 2017-04-02 00:00:00 | 9.4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.368 1.872 1.008 1.8432 | 1.368 1.872 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.610077 1.639882 1.005982 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 47.0 47.0 47.0 0.0 | 0.000048 0.000048 0.000048 0.0 | 0.0 | 0.000014 | 0.000007 | 0.00004 | 0.230728 | 0.756131 | 1.8432 | 1.48874 | 0.0 | 0.0 | 0.0 | 13.527818 | 0.779947 | 0.223788 | 0.469314 | 0.546386 | 0.063239 | -0.28515 -0.014215 1.01648 0.0 | -3.001485 -3.001486 -3.001486 0.0 | 144.505836 | 98.064185 | 765.20898 | 1134.510048 | 0.073478 | 247.175308 | 0.063239 |
| 2017-04-03 00:00:00 | 8.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.71 2.34 1.26 2.304 | 1.71 2.34 1.26 0.0 | 0.0 0.0 0.0 0.0 | 0.227014 0.478555 1.031196 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 40.5 40.5 40.5 0.0 | 0.000041 0.000041 0.000041 0.0 | 0.0 | 0.000012 | 0.000006 | 0.000034 | 1.850067 | 1.479413 | 2.304 | 1.835131 | 0.0 | 0.0 | 0.0 | 8.492247 | 0.812372 | 0.221785 | 0.063603 | 0.506921 | 0.058671 | -0.512164 -0.49277 -0.014716 0.0 | -3.001527 -3.001527 -3.001527 0.0 | 146.355891 | 99.359191 | 763.341458 | 1143.002295 | 0.009909 | 229.162291 | 0.058671 |
| 2017-04-04 00:00:00 | 7.9 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.7955 2.457 1.323 2.4192 | 1.7955 2.457 1.323 0.0 | 0.0 0.0 0.0 0.0 | 0.119522 0.161049 0.35667 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 39.5 39.5 39.5 0.0 | 0.00004 0.00004 0.00004 0.0 | 0.0 | 0.000012 | 0.000006 | 0.000033 | 2.281329 | 1.671825 | 2.4192 | 1.854709 | 0.0 | 0.0 | 0.0 | 8.489756 | 0.83894 | 0.233856 | 0.008642 | 0.449949 | 0.052077 | -0.631686 -0.653819 -0.371386 0.0 | -3.001567 -3.001568 -3.001568 0.0 | 148.637208 | 100.845396 | 761.412861 | 1151.492051 | 0.0013 | 211.544452 | 0.052077 |
| 2017-04-05 00:00:00 | 7.5 | 0.4 | 0.0 | 0.0 | 0.0 | 0.32 | 1.4535 1.989 1.071 1.9584 | 1.4535 1.989 1.071 0.0 | 0.014442 0.000001 0.000008 0.0 | 0.119692 0.145401 0.209505 0.0 | 0.014442 0.000001 0.000008 0.0 | 0.0 0.0 0.0 0.0 | 37.5 37.5 37.5 0.0 | 0.000038 0.000038 0.000038 0.0 | 0.32 | 0.000012 | 0.002181 | 0.007392 | 1.831368 | 1.330415 | 1.9584 | 1.493533 | 0.0 | 0.0 | 0.0 | 7.682379 | 0.864745 | 0.241868 | 0.004842 | 0.401735 | 0.046497 | -0.44582 -0.479221 -0.260899 0.0 | -3.001606 -3.001606 -3.001606 0.0 | 150.468564 | 101.983126 | 759.424941 | 1159.17443 | 0.00385 | 197.167521 | 0.046497 |
| 2017-04-06 00:00:00 | 7.2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.4535 1.989 1.071 1.9584 | 1.4535 1.989 1.071 0.0 | 0.0 0.0 0.0 0.0 | 0.126245 0.143931 0.175573 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 36.0 36.0 36.0 0.0 | 0.000037 0.000037 0.000037 0.0 | 0.0 | 0.000012 | 0.000006 | 0.00003 | 1.832375 | 1.323802 | 1.9584 | 1.490036 | 0.0 | 0.0 | 0.0 | 6.989918 | 0.886777 | 0.247163 | 0.003269 | 0.3627 | 0.041979 | -0.572066 -0.623152 -0.436472 0.0 | -3.001642 -3.001643 -3.001643 0.0 | 152.300928 | 103.110696 | 757.386373 | 1166.164347 | 0.000612 | 184.50089 | 0.041979 |
| 2017-04-07 00:00:00 | 8.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.684 0.936 0.504 0.9216 | 0.684 0.936 0.504 0.0 | 0.0 0.0 0.0 0.0 | 0.042006 0.045667 0.053483 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 40.5 40.5 40.5 0.0 | 0.000041 0.000041 0.000041 0.0 | 0.0 | 0.000013 | 0.000006 | 0.000034 | 0.88404 | 0.640298 | 0.9216 | 0.698202 | 0.0 | 0.0 | 0.0 | 5.324699 | 0.904687 | 0.250927 | 0.000551 | 0.330789 | 0.038286 | -0.614071 -0.668819 -0.489955 0.0 | -3.001684 -3.001684 -3.001684 0.0 | 153.184955 | 103.549572 | 755.306633 | 1171.489046 | 0.000094 | 174.444123 | 0.038286 |
| 2017-04-08 00:00:00 | 8.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.1115 1.521 0.819 1.4976 | 1.1115 1.521 0.819 0.0 | 0.0 0.0 0.0 0.0 | 0.055215 0.058905 0.06747 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 43.0 43.0 43.0 0.0 | 0.000044 0.000044 0.000044 0.0 | 0.0 | 0.000014 | 0.000007 | 0.000036 | 1.451518 | 1.053457 | 1.4976 | 1.132528 | 0.0 | 0.0 | 0.0 | 4.657658 | 0.916087 | 0.255244 | 0.0001 | 0.304517 | 0.035245 | -0.669287 -0.727725 -0.557426 0.0 | -3.001728 -3.001728 -3.001728 0.0 | 154.636459 | 104.400223 | 753.200687 | 1176.146705 | 0.00003 | 165.229742 | 0.035245 |
| 2017-04-09 00:00:00 | 10.5 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.1375 2.925 1.575 2.88 | 2.1375 2.925 1.575 0.0 | 0.0 0.0 0.0 0.0 | 0.078861 0.082509 0.091985 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 52.5 52.5 52.5 0.0 | 0.000054 0.000054 0.000054 0.0 | 0.0 | 0.000018 | 0.000009 | 0.000043 | 2.821037 | 2.052978 | 2.88 | 2.173778 | 0.0 | 0.0 | 0.0 | 6.554298 | 0.930233 | 0.257171 | 0.00005 | 0.279964 | 0.032403 | -0.748148 -0.810233 -0.64941 0.0 | -3.001781 -3.001782 -3.001782 0.0 | 157.457478 | 106.245246 | 751.06222 | 1182.701003 | 0.000023 | 155.914799 | 0.032403 |
Click to see the graph
>>> round_(model.check_waterbalance(conditions))
0.0
snowfall¶
>>> er(False)
>>> inputs.t.series -= 8.0
>>> test("wland_gd_snowfall", axis1=(fluxes.pc, states.sp), axis2=(inputs.t,))
Click to see the table
| date | t | p | fxg | fxs | dhs | pc | pe | pet | tf | ei | rf | sf | pm | am | ps | pve | pv | pq | etve | etv | es | et | gr | fxs | fxg | cdg | fgse | fgs | fqs | rh | r | ic | sp | dve | dv | hge | dg | hq | hs | outlet |
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| 2017-02-10 00:00:00 | -10.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.3942 0.702 0.378 0.6588 | 0.3942 0.702 0.378 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.000001 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.49406 | 0.000067 | 0.435763 | 0.0 | 0.0 | 0.0 | -37.374521 | 0.0 | -0.000081 | 0.0 | 0.0 | 0.0 | -3.0 -3.000001 -3.0 0.0 | -3.0 -3.0 -3.0 0.0 | nan | 140.493979 | nan | 1562.625479 | 0.0 | -2.00364 | 0.0 |
| 2017-02-11 00:00:00 | -9.5 | 0.4 | 0.0 | 0.0 | 0.0 | 0.32 | 0.5256 0.936 0.504 0.8784 | 0.5256 0.936 0.504 0.0 | 0.000001 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.32 | 0.0 | 0.0 | 0.0 | 0.0 | 0.658704 | 0.000199 | 0.580983 | 0.0 | 0.0 | 0.0 | -15.520341 | 0.0 | -0.000055 | 0.0 | 0.0 | 0.0 | -2.680002 -2.680003 -2.680002 0.0 | -2.999999 -3.0 -3.0 0.0 | nan | 141.152629 | nan | 1547.105138 | 0.0 | -1.686273 | 0.0 |
| 2017-02-12 00:00:00 | -8.9 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.4599 0.819 0.441 0.7686 | 0.4599 0.819 0.441 0.0 | 0.0 0.0 0.0 0.0 | 0.000002 0.000004 0.000002 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.576325 | 0.00033 | 0.508328 | 0.0 | 0.0 | 0.0 | -5.171804 | 0.0 | -0.000045 | 0.0 | 0.0 | 0.0 | -2.680004 -2.680007 -2.680004 0.0 | -2.999999 -3.0 -3.0 0.0 | nan | 141.728908 | nan | 1541.933335 | 0.0 | -1.6886 | 0.0 |
| 2017-02-13 00:00:00 | -9.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.329312 | 0.000186 | 0.290458 | 0.0 | 0.0 | 0.0 | -0.904799 | 0.0 | -0.000043 | 0.0 | 0.0 | 0.0 | -2.680005 -2.680009 -2.680005 0.0 | -2.999999 -3.0 -3.0 0.0 | nan | 142.058178 | nan | 1541.028536 | 0.0 | -1.690662 | 0.0 |
| 2017-02-14 00:00:00 | -9.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.329299 | 0.000185 | 0.290447 | 0.0 | 0.0 | 0.0 | 0.730086 | 0.0 | -0.000043 | 0.0 | 0.0 | 0.0 | -2.680007 -2.680011 -2.680006 0.0 | -2.999999 -3.0 -3.0 0.0 | nan | 142.387434 | nan | 1541.758622 | 0.0 | -1.692723 | 0.0 |
| 2017-02-15 00:00:00 | -6.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.329287 | 0.000183 | 0.290436 | 0.0 | 0.0 | 0.0 | 1.503678 | 0.0 | -0.000044 | 0.0 | 0.0 | 0.0 | -2.680008 -2.680013 -2.680007 0.0 | -2.999999 -3.0 -3.0 0.0 | nan | 142.716677 | nan | 1543.2623 | 0.0 | -1.694836 | 0.0 |
| 2017-02-16 00:00:00 | -3.6 | 0.2 | 0.0 | 0.0 | 0.0 | 0.16 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 0.000001 0.0 0.0 0.0 | 0.000002 0.000003 0.000002 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.0 0.0 0.0 | 0.000008 0.000008 0.000008 0.0 | 0.0 0.0 0.0 0.0 | 0.16 | 0.0 | 0.0 | 0.0 | 0.0 | 0.329274 | 0.000267 | 0.290427 | 0.0 | 0.0 | 0.0 | 1.869901 | 0.0 | -0.000046 | 0.0 | 0.0 | 0.0 | -2.52001 -2.520016 -2.520009 0.0 | -2.999999 -3.0 -3.0 0.0 | nan | 143.045906 | nan | 1545.132201 | 0.0 | -1.537112 | 0.0 |
| 2017-02-17 00:00:00 | -3.5 | 4.5 | 0.0 | 0.0 | 0.0 | 3.6 | 0.1971 0.351 0.189 0.3294 | 0.1971 0.351 0.189 0.0 | 0.715908 0.000866 0.002554 0.0 | 0.045779 0.103421 0.056212 0.0 | 0.0 0.0 0.0 0.0 | 0.715908 0.000866 0.002554 0.0 | 0.000011 0.000011 0.000011 0.0 | 0.0 0.0 0.0 0.0 | 3.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.182336 | 0.188579 | 0.227425 | 0.0 | 0.0 | 0.0 | 1.816816 | 0.0 | -0.00016 | 0.0 | 0.000084 | 0.00001 | 0.318303 0.975698 1.021225 0.0 | -2.284091 -2.999134 -2.997446 0.0 | nan | 143.228082 | nan | 1546.949018 | 0.0 | 1.863072 | 0.00001 |
| 2017-02-18 00:00:00 | -4.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1971 0.351 0.189 0.3294 | 0.1971 0.351 0.189 0.0 | 0.0 0.0 0.0 0.0 | 0.148002 0.341645 0.1863 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.035641 | 0.329237 | 0.243746 | 0.0 | 0.0 | 0.0 | 1.10961 | 0.0 | -0.000414 | 0.0 | 0.000301 | 0.000035 | 0.170301 0.634053 0.834925 0.0 | -2.284091 -2.999134 -2.997446 0.0 | nan | 143.263308 | nan | 1548.058628 | 0.0 | 1.500521 | 0.000035 |
| 2017-02-19 00:00:00 | -3.2 | 3.2 | 0.0 | 0.0 | 0.0 | 2.56 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 2.024091 0.452925 0.899571 0.0 | 0.221756 0.46542 0.251473 0.0 | 0.0 0.0 0.0 0.0 | 2.024091 0.452925 0.899571 0.0 | 0.00003 0.00003 0.00003 0.0 | 0.000001 0.0 0.0 0.0 | 2.56 | 0.0 | 0.0 | 0.0 | 0.0 | 0.028057 | 0.439154 | 0.3254 | 0.0 | 0.0 | 0.0 | 0.62853 | 0.0 | -0.000649 | 0.0 | 0.000568 | 0.000066 | 0.484454 2.275708 2.24388 0.0 | -0.26 -2.54621 -2.097875 0.0 | nan | 143.290717 | nan | 1548.687158 | 0.0 | 3.56435 | 0.000066 |
| 2017-02-20 00:00:00 | -1.3 | 4.6 | 0.0 | 0.0 | 0.0 | 3.68 | 0.1971 0.351 0.189 0.3294 | 0.1971 0.351 0.189 0.0 | 3.340123 2.972407 3.208228 0.0 | 0.184113 0.350996 0.188997 0.0 | 0.584521 0.520171 0.56144 0.0 | 2.755601 2.452236 2.646788 0.0 | 0.018374 0.018374 0.018374 0.0 | 0.016188 0.000752 0.003746 0.0 | 3.68 | 0.0 | 0.163231 | 0.426313 | 0.0 | 0.008608 | 0.3294 | 0.244154 | 0.0 | 0.0 | 0.0 | -11.698319 | 0.0 | -0.002484 | 0.238152 | 0.004347 | 0.000503 | 0.640218 2.632305 2.526656 0.0 | 2.479413 -0.094726 0.545167 0.0 | nan | 143.13361 | nan | 1536.988839 | 0.188162 | 18.257497 | 0.000503 |
| 2017-02-21 00:00:00 | -2.2 | 2.3 | 0.0 | 0.0 | 0.0 | 1.84 | 0.3942 0.702 0.378 0.6588 | 0.3942 0.702 0.378 0.0 | 1.642164 1.409265 1.618931 0.0 | 0.363811 0.701991 0.377995 0.0 | 0.0 0.0 0.0 0.0 | 1.642164 1.409265 1.618931 0.0 | 0.000888 0.000888 0.000888 0.0 | 0.000888 0.000771 0.000879 0.0 | 1.84 | 0.0 | 0.000241 | 0.000635 | 0.0 | 0.020144 | 0.6588 | 0.488293 | 0.0 | 0.0 | 0.0 | 5.455631 | 0.0 | -0.007533 | 0.164025 | 0.015788 | 0.001827 | 0.474243 2.361049 2.36973 0.0 | 4.120689 1.313768 2.163219 0.0 | nan | 143.14598 | nan | 1542.44447 | 0.024772 | 26.354278 | 0.001827 |
| 2017-02-22 00:00:00 | -1.5 | 18.0 | 0.0 | 0.0 | 0.0 | 14.4 | 0.5256 0.936 0.504 0.8784 | 0.5256 0.936 0.504 0.0 | 13.589457 13.048462 13.564559 0.0 | 0.504697 0.935996 0.503997 0.0 | 1.698682 1.631058 1.69557 0.0 | 11.890775 11.417404 11.868989 0.0 | 0.009388 0.009388 0.009388 0.0 | 0.009388 0.009388 0.009388 0.0 | 14.4 | 0.0 | 0.477411 | 1.257802 | 0.0 | 0.013856 | 0.8784 | 0.651125 | 0.0 | 0.0 | 0.0 | -32.795894 | 0.0 | -0.016422 | 0.729041 | 0.044053 | 0.005099 | 0.780089 2.776592 2.701174 0.0 | 16.002075 12.721784 14.02282 0.0 | nan | 142.666003 | nan | 1509.648576 | 0.553533 | 72.672054 | 0.005099 |
| 2017-02-23 00:00:00 | -3.0 | 19.2 | 0.0 | 0.0 | 0.0 | 15.36 | 0.3285 0.585 0.315 0.549 | 0.3285 0.585 0.315 0.0 | 14.927277 14.656358 14.931703 0.0 | 0.322035 0.584999 0.314999 0.0 | 0.0 0.0 0.0 0.0 | 14.927277 14.656358 14.931703 0.0 | 0.00006 0.00006 0.00006 0.0 | 0.00006 0.00006 0.00006 0.0 | 15.36 | 0.0 | 0.000017 | 0.000045 | 0.0 | 0.004285 | 0.549 | 0.406976 | 0.0 | 0.0 | 0.0 | 14.917354 | 0.0 | -0.050959 | 0.478617 | 0.121267 | 0.014036 | 0.890776 2.895235 2.814472 0.0 | 30.929293 27.378082 28.954463 0.0 | nan | 142.619312 | nan | 1524.56593 | 0.074961 | 102.62462 | 0.014036 |
| 2017-02-24 00:00:00 | -5.0 | 0.4 | 0.0 | 0.0 | 0.0 | 0.32 | 0.5256 0.936 0.504 0.8784 | 0.5256 0.936 0.504 0.0 | 0.294509 0.228516 0.294807 0.0 | 0.495655 0.935979 0.503995 0.0 | 0.0 0.0 0.0 0.0 | 0.294509 0.228516 0.294807 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.32 | 0.0 | 0.0 | 0.0 | 0.0 | 0.019855 | 0.8784 | 0.651095 | 0.0 | 0.0 | 0.0 | 6.186144 | 0.0 | -0.063465 | 0.065204 | 0.13674 | 0.015826 | 0.420612 2.050739 2.33567 0.0 | 31.223802 27.606598 29.249269 0.0 | nan | 142.575702 | nan | 1530.752073 | 0.009757 | 95.625403 | 0.015826 |
| 2017-02-25 00:00:00 | -4.9 | 8.3 | 0.0 | 0.0 | 0.0 | 6.64 | 0.3285 0.585 0.315 0.549 | 0.3285 0.585 0.315 0.0 | 6.067393 5.421308 6.057702 0.0 | 0.308291 0.584994 0.314997 0.0 | 0.0 0.0 0.0 0.0 | 6.067393 5.421308 6.057702 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 6.64 | 0.0 | 0.0 | 0.0 | 0.0 | 0.013397 | 0.549 | 0.406929 | 0.0 | 0.0 | 0.0 | 3.01934 | 0.0 | -0.059915 | 0.008441 | 0.126377 | 0.014627 | 0.684928 2.684437 2.602971 0.0 | 37.291195 33.027906 35.306971 0.0 | nan | 142.529184 | nan | 1533.771413 | 0.001316 | 93.168885 | 0.014627 |
| 2017-02-26 00:00:00 | -0.9 | 5.3 | 0.0 | 0.0 | 0.0 | 4.24 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 3.990639 3.797605 3.989314 0.0 | 0.251901 0.467998 0.251998 0.0 | 1.097426 1.044342 1.097061 0.0 | 2.893213 2.753264 2.892253 0.0 | 0.069591 0.069591 0.069591 0.0 | 0.069591 0.069591 0.069591 0.0 | 4.24 | 0.0 | 0.323231 | 0.860146 | 0.0 | 0.007225 | 0.4392 | 0.325561 | 0.0 | 0.0 | 0.0 | -22.238586 | 0.0 | -0.060378 | 0.489408 | 0.137194 | 0.015879 | 0.682388 2.658834 2.601659 0.0 | 40.114817 35.711579 38.129633 0.0 | nan | 142.152799 | nan | 1511.532827 | 0.372055 | 111.428298 | 0.015879 |
| 2017-02-27 00:00:00 | 1.4 | 0.7 | 0.0 | 0.0 | 0.0 | 0.56 | 0.8541 1.521 0.819 1.4274 | 0.8541 1.521 0.819 0.0 | 0.424043 0.206924 0.40434 0.0 | 0.695509 1.52066 0.818961 0.0 | 0.360436 0.175885 0.343689 0.0 | 0.063606 0.031039 0.060651 0.0 | 7.013137 7.013137 7.013137 0.0 | 7.013137 7.013137 7.013137 0.0 | 0.56 | 0.0 | 2.025329 | 5.493737 | 0.0 | 0.10525 | 1.4274 | 1.05767 | 0.0 | 0.0 | 0.0 | -138.098269 | 0.0 | -0.093476 | 3.451178 | 0.318804 | 0.036899 | 0.122836 1.49125 1.938358 0.0 | 33.165286 28.729481 31.177147 0.0 | nan | 140.139244 | nan | 1373.434557 | 2.414614 | 259.606107 | 0.036899 |
| 2017-02-28 00:00:00 | -3.4 | 2.7 | 0.0 | 0.0 | 0.0 | 2.16 | 0.5913 1.053 0.567 0.9882 | 0.5913 1.053 0.567 0.0 | 1.504354 0.475414 1.340729 0.0 | 0.453714 1.052728 0.566963 0.0 | 0.0 0.0 0.0 0.0 | 1.504354 0.475414 1.340729 0.0 | 0.000016 0.000016 0.000016 0.0 | 0.000016 0.000016 0.000016 0.0 | 2.16 | 0.0 | 0.000004 | 0.000012 | 0.0 | 0.09131 | 0.9882 | 0.732148 | 0.0 | 0.0 | 0.0 | 56.694204 | 0.0 | -0.321328 | 2.087848 | 0.72861 | 0.08433 | 0.324768 2.123108 2.190666 0.0 | 34.669625 29.204879 32.51786 0.0 | nan | 139.909222 | nan | 1430.128761 | 0.326778 | 312.48138 | 0.08433 |
| 2017-03-01 00:00:00 | -4.3 | 1.6 | 0.0 | 0.0 | 0.0 | 1.28 | 0.4851 0.819 0.441 0.7938 | 0.4851 0.819 0.441 0.0 | 0.950596 0.497035 0.875887 0.0 | 0.384059 0.818947 0.440979 0.0 | 0.0 0.0 0.0 0.0 | 0.950596 0.497035 0.875887 0.0 | 0.000001 0.000001 0.000001 0.0 | 0.000001 0.000001 0.000001 0.0 | 1.28 | 0.0 | 0.0 | 0.000001 | 0.0 | 0.067011 | 0.7938 | 0.584792 | 0.0 | 0.0 | 0.0 | 25.124689 | 0.0 | -0.354315 | 0.282537 | 0.700583 | 0.081086 | 0.270113 2.087125 2.153799 0.0 | 35.62022 29.701913 33.393747 0.0 | nan | 139.621917 | nan | 1455.25345 | 0.044242 | 276.157404 | 0.081086 |
| 2017-03-02 00:00:00 | -3.3 | 2.5 | 0.0 | 0.0 | 0.0 | 2.0 | 0.4851 0.819 0.441 0.7938 | 0.4851 0.819 0.441 0.0 | 1.532198 1.008874 1.460256 0.0 | 0.3938 0.818966 0.440983 0.0 | 0.0 0.0 0.0 0.0 | 1.532198 1.008874 1.460256 0.0 | 0.000022 0.000022 0.000022 0.0 | 0.000022 0.000022 0.000022 0.0 | 2.0 | 0.0 | 0.000006 | 0.000016 | 0.0 | 0.060547 | 0.7938 | 0.584825 | 0.0 | 0.0 | 0.0 | 16.230148 | 0.0 | -0.283648 | 0.038212 | 0.567025 | 0.065628 | 0.344114 2.259285 2.25256 0.0 | 37.152396 30.710765 34.853981 0.0 | nan | 139.39881 | nan | 1471.483598 | 0.006046 | 238.375872 | 0.065628 |
| 2017-03-03 00:00:00 | -2.1 | 0.6 | 0.0 | 0.0 | 0.0 | 0.48 | 0.7623 1.287 0.693 1.2474 | 0.7623 1.287 0.693 0.0 | 0.288984 0.088968 0.24228 0.0 | 0.50592 1.286377 0.692918 0.0 | 0.0 0.0 0.0 0.0 | 0.288984 0.088968 0.24228 0.0 | 0.001244 0.001244 0.001244 0.0 | 0.001244 0.001244 0.001244 0.0 | 0.48 | 0.0 | 0.000337 | 0.000941 | 0.0 | 0.170201 | 1.2474 | 0.918647 | 0.0 | 0.0 | 0.0 | 11.678215 | 0.0 | -0.220439 | 0.005791 | 0.453767 | 0.052519 | 0.02921 1.363939 1.797362 0.0 | 37.440136 30.798489 35.095016 0.0 | nan | 139.348234 | nan | 1483.161814 | 0.001196 | 205.482507 | 0.052519 |
| 2017-03-04 00:00:00 | -0.3 | 0.2 | 0.0 | 0.0 | 0.0 | 0.16 | 0.693 1.17 0.63 1.134 | 0.693 1.17 0.63 0.0 | 0.056025 0.000729 0.020468 0.0 | 0.287077 1.128774 0.629377 0.0 | 0.023811 0.00031 0.008699 0.0 | 0.032214 0.000419 0.011769 0.0 | 0.45975 0.45975 0.45975 0.0 | 0.45975 0.45975 0.45975 0.0 | 0.16 | 0.0 | 0.128752 | 0.359122 | 0.0 | 0.282818 | 1.134 | 0.834465 | 0.0 | 0.0 | 0.0 | -0.408938 | 0.0 | -0.173899 | 0.205385 | 0.375927 | 0.04351 | -0.153891 0.394436 1.307517 0.0 | 37.012601 30.339159 34.647035 0.0 | nan | 139.328401 | nan | 1482.752875 | 0.154934 | 188.107046 | 0.04351 |
| 2017-03-05 00:00:00 | -1.7 | 1.7 | 0.0 | 0.0 | 0.0 | 1.36 | 0.5544 0.936 0.504 0.9072 | 0.5544 0.936 0.504 0.0 | 0.699103 0.001275 0.261794 0.0 | 0.321123 0.881327 0.50364 0.0 | 0.052433 0.000096 0.019635 0.0 | 0.646671 0.00118 0.242159 0.0 | 0.00479 0.00479 0.00479 0.0 | 0.00479 0.00479 0.00479 0.0 | 1.36 | 0.0 | 0.010768 | 0.02855 | 0.0 | 0.172802 | 0.9072 | 0.667842 | 0.0 | 0.0 | 0.0 | 9.626413 | 0.0 | -0.152844 | 0.148762 | 0.335119 | 0.038787 | 0.185883 0.871833 1.902084 0.0 | 37.654481 30.335549 34.884404 0.0 | nan | 139.337591 | nan | 1492.379288 | 0.034721 | 172.352854 | 0.038787 |
| 2017-03-06 00:00:00 | -4.3 | 0.3 | 0.0 | 0.0 | 0.0 | 0.24 | 0.4158 0.702 0.378 0.6804 | 0.4158 0.702 0.378 0.0 | 0.131772 0.00023 0.068149 0.0 | 0.25588 0.664259 0.377898 0.0 | 0.0 0.0 0.0 0.0 | 0.131772 0.00023 0.068149 0.0 | 0.000001 0.000001 0.000001 0.0 | 0.000001 0.000001 0.000001 0.0 | 0.24 | 0.0 | 0.0 | 0.000001 | 0.0 | 0.118549 | 0.6804 | 0.500951 | 0.0 | 0.0 | 0.0 | 6.984818 | 0.0 | -0.129413 | 0.030202 | 0.286129 | 0.033117 | 0.038231 0.447344 1.696037 0.0 | 37.786253 30.335778 34.952553 0.0 | nan | 139.326726 | nan | 1499.364106 | 0.00452 | 153.378825 | 0.033117 |
| 2017-03-07 00:00:00 | -6.4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.4851 0.819 0.441 0.7938 | 0.4851 0.819 0.441 0.0 | 0.0 0.0 0.0 0.0 | 0.20321 0.529519 0.440411 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.282879 | 0.7938 | 0.583701 | 0.0 | 0.0 | 0.0 | 5.255398 | 0.0 | -0.106024 | 0.003817 | 0.23938 | 0.027706 | -0.164979 -0.082174 1.255626 0.0 | 37.786253 30.335778 34.952553 0.0 | nan | 139.50358 | nan | 1504.619504 | 0.000703 | 136.127347 | 0.027706 |
| 2017-03-08 00:00:00 | -4.0 | 1.8 | 0.0 | 0.0 | 0.0 | 1.44 | 0.4851 0.819 0.441 0.7938 | 0.4851 0.819 0.441 0.0 | 0.767711 0.000464 0.30128 0.0 | 0.289599 0.646696 0.44066 0.0 | 0.0 0.0 0.0 0.0 | 0.767711 0.000464 0.30128 0.0 | 0.000002 0.000002 0.000002 0.0 | 0.000002 0.000002 0.000002 0.0 | 1.44 | 0.0 | 0.000001 | 0.000002 | 0.0 | 0.186747 | 0.7938 | 0.584185 | 0.0 | 0.0 | 0.0 | 4.348392 | 0.0 | -0.088079 | 0.000609 | 0.202486 | 0.023436 | 0.217711 0.710666 1.953686 0.0 | 38.553961 30.336241 35.253831 0.0 | nan | 139.602248 | nan | 1508.967896 | 0.000095 | 122.794788 | 0.023436 |
| 2017-03-09 00:00:00 | -2.4 | 8.9 | 0.0 | 0.0 | 0.0 | 7.12 | 0.3465 0.585 0.315 0.567 | 0.3465 0.585 0.315 0.0 | 6.357962 4.562585 6.159877 0.0 | 0.317367 0.584262 0.314994 0.0 | 0.0 0.0 0.0 0.0 | 6.357962 4.562585 6.159877 0.0 | 0.000453 0.000453 0.000453 0.0 | 0.000453 0.000453 0.000453 0.0 | 7.12 | 0.0 | 0.000123 | 0.000342 | 0.0 | 0.019561 | 0.567 | 0.417847 | 0.0 | 0.0 | 0.0 | 2.704937 | 0.0 | -0.077996 | 0.000277 | 0.180509 | 0.020892 | 0.662382 2.683819 2.598816 0.0 | 44.911471 34.898373 41.413255 0.0 | nan | 139.54369 | nan | 1511.672833 | 0.000161 | 116.896253 | 0.020892 |
| 2017-03-10 00:00:00 | -2.2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5544 0.936 0.504 0.9072 | 0.5544 0.936 0.504 0.0 | 0.0 0.0 0.0 0.0 | 0.472491 0.935923 0.503987 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.000888 0.000888 0.000888 0.0 | 0.000888 0.000888 0.000888 0.0 | 0.0 | 0.0 | 0.000241 | 0.000671 | 0.0 | 0.054335 | 0.9072 | 0.668444 | 0.0 | 0.0 | 0.0 | 1.82595 | 0.0 | -0.068376 | 0.000521 | 0.160593 | 0.018587 | 0.189891 1.747896 2.094829 0.0 | 44.910583 34.897485 41.412366 0.0 | nan | 139.529407 | nan | 1513.498782 | 0.000311 | 104.969567 | 0.018587 |
| 2017-03-11 00:00:00 | -2.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.693 1.17 0.63 1.134 | 0.693 1.17 0.63 0.0 | 0.0 0.0 0.0 0.0 | 0.343246 1.155778 0.629754 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.000634 0.000634 0.000634 0.0 | 0.000634 0.000634 0.000634 0.0 | 0.0 | 0.0 | 0.000172 | 0.000479 | 0.0 | 0.236615 | 1.134 | 0.834717 | 0.0 | 0.0 | 0.0 | 1.984874 | 0.0 | -0.056846 | 0.000541 | 0.136949 | 0.015851 | -0.153355 0.592118 1.465074 0.0 | 44.909949 34.896851 41.411732 0.0 | nan | 139.709004 | nan | 1515.483657 | 0.000249 | 94.507768 | 0.015851 |
| 2017-03-12 00:00:00 | -3.4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8316 1.404 0.756 1.3608 | 0.8316 1.404 0.756 0.0 | 0.0 0.0 0.0 0.0 | 0.194698 0.817474 0.748186 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.000016 0.000016 0.000016 0.0 | 0.000016 0.000016 0.000016 0.0 | 0.0 | 0.0 | 0.000004 | 0.000012 | 0.0 | 0.616708 | 1.3608 | 0.999295 | 0.0 | 0.0 | 0.0 | 2.919494 | 0.0 | -0.047842 | 0.000217 | 0.117119 | 0.013555 | -0.348054 -0.225356 0.716888 0.0 | 44.909933 34.896836 41.411717 0.0 | nan | 140.277866 | nan | 1518.403151 | 0.000044 | 85.191808 | 0.013555 |
| 2017-03-13 00:00:00 | -3.8 | 0.9 | 0.0 | 0.0 | 0.0 | 0.72 | 0.6237 1.053 0.567 1.0206 | 0.6237 1.053 0.567 0.0 | 0.198569 0.000023 0.002961 0.0 | 0.207131 0.451043 0.552689 0.0 | 0.0 0.0 0.0 0.0 | 0.198569 0.000023 0.002961 0.0 | 0.000004 0.000004 0.000004 0.0 | 0.000004 0.000004 0.000004 0.0 | 0.72 | 0.0 | 0.000001 | 0.000003 | 0.0 | 0.475714 | 1.0206 | 0.748555 | 0.0 | 0.0 | 0.0 | 3.744463 | 0.0 | -0.041505 | 0.000039 | 0.101376 | 0.011733 | -0.033754 0.043578 0.881239 0.0 | 45.108498 34.896855 41.414673 0.0 | nan | 140.712075 | nan | 1522.147614 | 0.000007 | 77.993978 | 0.011733 |
| 2017-03-14 00:00:00 | -0.6 | 0.1 | 0.0 | 0.0 | 0.0 | 0.08 | 0.6237 1.053 0.567 1.0206 | 0.6237 1.053 0.567 0.0 | 0.023902 0.000002 0.000192 0.0 | 0.223811 0.376938 0.535207 0.0 | 0.008366 0.000001 0.000067 0.0 | 0.015537 0.000001 0.000125 0.0 | 0.184058 0.184058 0.184058 0.0 | 0.184058 0.184058 0.184058 0.0 | 0.08 | 0.0 | 0.052367 | 0.141954 | 0.0 | 0.489198 | 1.0206 | 0.746756 | 0.0 | 0.0 | 0.0 | -0.266525 | 0.0 | -0.037097 | 0.080359 | 0.091091 | 0.010543 | -0.201467 -0.253362 0.425841 0.0 | 44.939977 34.712798 41.23074 0.0 | nan | 141.111809 | nan | 1521.881089 | 0.061602 | 74.800445 | 0.010543 |
| 2017-03-15 00:00:00 | -1.7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8316 1.404 0.756 1.3608 | 0.8316 1.404 0.756 0.0 | 0.0 0.0 0.0 0.0 | 0.171721 0.216415 0.491956 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.00479 0.00479 0.00479 0.0 | 0.00479 0.00479 0.00479 0.0 | 0.0 | 0.0 | 0.001333 | 0.00359 | 0.0 | 0.831056 | 1.3608 | 0.973017 | 0.0 | 0.0 | 0.0 | 5.77395 | 0.0 | -0.035603 | 0.055331 | 0.085726 | 0.009922 | -0.373188 -0.469777 -0.066116 0.0 | 44.935187 34.708008 41.22595 0.0 | nan | 141.905929 | nan | 1527.655039 | 0.009861 | 70.294486 | 0.009922 |
| 2017-03-16 00:00:00 | 0.7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9702 1.638 0.882 1.5876 | 0.9702 1.638 0.882 0.0 | 0.0 0.0 0.0 0.0 | 0.116277 0.128063 0.249379 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 3.633659 3.633659 3.633659 0.0 | 3.633659 3.633659 3.633659 0.0 | 0.0 | 0.0 | 1.016363 | 2.718932 | 0.0 | 1.066482 | 1.5876 | 1.10285 | 0.0 | 0.0 | 0.0 | -68.145644 | 0.0 | -0.040536 | 1.551856 | 0.130012 | 0.015048 | -0.489465 -0.59784 -0.315494 0.0 | 41.301528 31.074349 37.592291 0.0 | nan | 141.915512 | nan | 1459.509394 | 1.176937 | 136.459582 | 0.015048 |
| 2017-03-17 00:00:00 | -1.6 | 3.9 | 0.0 | 0.0 | 0.0 | 3.12 | 0.7623 1.287 0.693 1.2474 | 0.7623 1.287 0.693 0.0 | 1.818476 0.016201 0.251089 0.0 | 0.484996 0.989423 0.602617 0.0 | 0.181848 0.00162 0.025109 0.0 | 1.636628 0.014581 0.22598 0.0 | 0.006707 0.006707 0.006707 0.0 | 0.006707 0.006707 0.006707 0.0 | 3.12 | 0.0 | 0.036006 | 0.086407 | 0.0 | 0.28244 | 1.2474 | 0.909184 | 0.0 | 0.0 | 0.0 | 31.776076 | 0.0 | -0.114108 | 1.06036 | 0.283743 | 0.032841 | 0.327064 1.516536 1.9508 0.0 | 42.931449 31.082224 37.811565 0.0 | nan | 142.047838 | nan | 1491.285471 | 0.202984 | 171.070504 | 0.032841 |
| 2017-03-18 00:00:00 | -2.8 | 8.7 | 0.0 | 0.0 | 0.0 | 6.96 | 0.7623 1.287 0.693 1.2474 | 0.7623 1.287 0.693 0.0 | 6.071649 4.671871 5.753559 0.0 | 0.685976 1.286933 0.692984 0.0 | 0.0 0.0 0.0 0.0 | 6.071649 4.671871 5.753559 0.0 | 0.000117 0.000117 0.000117 0.0 | 0.000117 0.000117 0.000117 0.0 | 6.96 | 0.0 | 0.000033 | 0.000088 | 0.0 | 0.050614 | 1.2474 | 0.919214 | 0.0 | 0.0 | 0.0 | 15.954528 | 0.0 | -0.14267 | 0.175531 | 0.302009 | 0.034955 | 0.529438 2.517732 2.464257 0.0 | 49.002981 35.753978 43.565006 0.0 | nan | 141.955749 | nan | 1507.239999 | 0.02754 | 163.991895 | 0.034955 |
| 2017-03-19 00:00:00 | -2.9 | 26.4 | 0.0 | 0.0 | 0.0 | 21.12 | 0.3465 0.585 0.315 0.567 | 0.3465 0.585 0.315 0.0 | 20.402847 20.094414 20.41026 0.0 | 0.337476 0.584999 0.314999 0.0 | 0.0 0.0 0.0 0.0 | 20.402847 20.094414 20.41026 0.0 | 0.000084 0.000084 0.000084 0.0 | 0.000084 0.000084 0.000084 0.0 | 21.12 | 0.0 | 0.000023 | 0.000063 | 0.0 | 0.005982 | 0.567 | 0.417912 | 0.0 | 0.0 | 0.0 | 6.992955 | 0.0 | -0.144763 | 0.023825 | 0.29082 | 0.03366 | 0.909116 2.958319 2.858998 0.0 | 69.405744 55.848308 63.975182 0.0 | nan | 141.816945 | nan | 1514.232953 | 0.003778 | 164.787268 | 0.03366 |
| 2017-03-20 00:00:00 | 0.7 | 11.5 | 0.0 | 0.0 | 0.0 | 9.2 | 0.4158 0.702 0.378 0.6804 | 0.4158 0.702 0.378 0.0 | 8.931806 8.696853 8.951311 0.0 | 0.406533 0.701998 0.377999 0.0 | 6.028969 5.870376 6.042135 0.0 | 2.902837 2.826477 2.909176 0.0 | 3.633659 3.633659 3.633659 0.0 | 3.633659 3.633659 3.633659 0.0 | 9.2 | 0.0 | 2.637776 | 7.242368 | 0.0 | 0.006145 | 0.6804 | 0.5015 | 0.0 | 0.0 | 0.0 | -191.121106 | 0.0 | -0.165233 | 4.116209 | 0.4995 | 0.057812 | 0.770777 2.759468 2.729688 0.0 | 68.674922 55.041126 63.2507 0.0 | nan | 139.020081 | nan | 1323.111847 | 3.129938 | 342.739342 | 0.057812 |
| 2017-03-21 00:00:00 | -1.8 | 0.9 | 0.0 | 0.0 | 0.0 | 0.72 | 1.0395 1.755 0.945 1.701 | 1.0395 1.755 0.945 0.0 | 0.554111 0.275961 0.5481 0.0 | 0.842857 1.754558 0.944963 0.0 | 0.027706 0.013798 0.027405 0.0 | 0.526406 0.262163 0.520695 0.0 | 0.00342 0.00342 0.00342 0.0 | 0.00342 0.00342 0.00342 0.0 | 0.72 | 0.0 | 0.007126 | 0.02051 | 0.0 | 0.13054 | 1.701 | 1.253203 | 0.0 | 0.0 | 0.0 | 64.346367 | 0.0 | -0.503555 | 2.719201 | 1.075034 | 0.124425 | 0.093809 1.448949 1.956626 0.0 | 69.197908 55.299869 63.767974 0.0 | nan | 138.63994 | nan | 1387.458214 | 0.431248 | 399.040698 | 0.124425 |
| 2017-03-22 00:00:00 | -2.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.386 2.34 1.26 2.268 | 1.386 2.34 1.26 0.0 | 0.0 0.0 0.0 0.0 | 0.443267 1.687835 1.251504 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.001244 0.001244 0.001244 0.0 | 0.001244 0.001244 0.001244 0.0 | 0.0 | 0.0 | 0.000334 | 0.000944 | 0.0 | 0.841351 | 2.268 | 1.666944 | 0.0 | 0.0 | 0.0 | 32.300776 | 0.0 | -0.515815 | 0.373351 | 0.990226 | 0.114609 | -0.349458 -0.238886 0.705122 0.0 | 69.196663 55.298624 63.766729 0.0 | nan | 138.965143 | nan | 1419.75899 | 0.058841 | 342.808148 | 0.114609 |
| 2017-03-23 00:00:00 | -2.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.1088 1.872 1.008 1.8144 | 1.1088 1.872 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.139047 0.269888 0.749587 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.000117 0.000117 0.000117 0.0 | 0.000117 0.000117 0.000117 0.0 | 0.0 | 0.0 | 0.000032 | 0.000089 | 0.0 | 1.174146 | 1.8144 | 1.306451 | 0.0 | 0.0 | 0.0 | 26.8524 | 0.0 | -0.390584 | 0.050859 | 0.768623 | 0.088961 | -0.488506 -0.508774 -0.044465 0.0 | 69.196546 55.298507 63.766612 0.0 | nan | 139.748673 | nan | 1446.61139 | 0.008071 | 287.829941 | 0.088961 |
| 2017-03-24 00:00:00 | -2.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.1088 1.872 1.008 1.8144 | 1.1088 1.872 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.087816 0.12487 0.285174 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.000117 0.000117 0.000117 0.0 | 0.000117 0.000117 0.000117 0.0 | 0.0 | 0.0 | 0.000032 | 0.000089 | 0.0 | 1.256073 | 1.8144 | 1.260439 | 0.0 | 0.0 | 0.0 | 22.666764 | 0.0 | -0.295909 | 0.00707 | 0.594107 | 0.068762 | -0.576322 -0.633644 -0.329639 0.0 | 69.196428 55.298389 63.766495 0.0 | nan | 140.708804 | nan | 1469.278155 | 0.001089 | 243.607007 | 0.068762 |
| 2017-03-25 00:00:00 | -2.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8316 1.404 0.756 1.3608 | 0.8316 1.404 0.756 0.0 | 0.0 0.0 0.0 0.0 | 0.049327 0.062902 0.10941 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.001244 0.001244 0.001244 0.0 | 0.001244 0.001244 0.001244 0.0 | 0.0 | 0.0 | 0.000344 | 0.000934 | 0.0 | 0.96312 | 1.3608 | 0.934907 | 0.0 | 0.0 | 0.0 | 18.317582 | 0.0 | -0.230722 | 0.00146 | 0.466841 | 0.054033 | -0.625648 -0.696546 -0.439048 0.0 | 69.195184 55.297145 63.76525 0.0 | nan | 141.440858 | nan | 1487.595737 | 0.000564 | 208.800823 | 0.054033 |
| 2017-03-26 00:00:00 | -1.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9009 1.521 0.819 1.4742 | 0.9009 1.521 0.819 0.0 | 0.0 0.0 0.0 0.0 | 0.043674 0.052837 0.081009 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.018374 0.018374 0.018374 0.0 | 0.018374 0.018374 0.018374 0.0 | 0.0 | 0.0 | 0.005137 | 0.013751 | 0.0 | 1.054831 | 1.4742 | 1.008998 | 0.0 | 0.0 | 0.0 | 14.489615 | 0.0 | -0.184226 | 0.007862 | 0.373381 | 0.043215 | -0.669322 -0.749383 -0.520058 0.0 | 69.17681 55.278771 63.746876 0.0 | nan | 142.306326 | nan | 1502.085352 | 0.006453 | 180.918456 | 0.043215 |
| 2017-03-27 00:00:00 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.1088 1.872 1.008 1.8144 | 1.1088 1.872 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.044306 0.05155 0.072302 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.05 0.05 0.05 0.0 | 0.05 0.05 0.05 0.0 | 0.0 | 0.0 | 0.014156 | 0.037259 | 0.0 | 1.308831 | 1.8144 | 1.238971 | 0.0 | 0.0 | 0.0 | 12.21463 | 0.0 | -0.150412 | 0.026991 | 0.303562 | 0.035135 | -0.713628 -0.800933 -0.59236 0.0 | 69.12681 55.228771 63.696876 0.0 | nan | 143.45059 | nan | 1514.299982 | 0.016721 | 158.615327 | 0.035135 |
| 2017-03-28 00:00:00 | 0.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.3167 2.223 1.197 2.1546 | 1.3167 2.223 1.197 0.0 | 0.0 0.0 0.0 0.0 | 0.043336 0.04889 0.06406 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 1.95975 1.95975 1.95975 0.0 | 1.95975 1.95975 1.95975 0.0 | 0.0 | 0.0 | 0.561874 | 1.454063 | 0.0 | 1.564285 | 2.1546 | 1.468925 | 0.0 | 0.0 | 0.0 | -28.267984 | 0.0 | -0.132287 | 0.84029 | 0.288226 | 0.033359 | -0.756964 -0.849823 -0.65642 0.0 | 67.16706 53.269021 61.737126 0.0 | nan | 144.320714 | nan | 1486.031998 | 0.630495 | 177.389779 | 0.033359 |
| 2017-03-29 00:00:00 | 1.0 | 1.5 | 0.0 | 0.0 | 0.0 | 1.2 | 0.5544 0.936 0.504 0.9072 | 0.5544 0.936 0.504 0.0 | 0.261946 0.000022 0.000144 0.0 | 0.145107 0.23828 0.204215 0.0 | 0.19646 0.000017 0.000108 0.0 | 0.065487 0.000006 0.000036 0.0 | 5.05 5.05 5.05 0.0 | 5.05 5.05 5.05 0.0 | 1.2 | 0.0 | 1.483532 | 3.832713 | 0.0 | 0.502441 | 0.9072 | 0.636687 | 0.0 | 0.0 | 0.0 | -83.805574 | 0.0 | -0.18111 | 2.706238 | 0.457226 | 0.05292 | 0.035982 0.111875 0.339221 0.0 | 62.182546 48.219026 56.687162 0.0 | nan | 143.158513 | nan | 1402.226423 | 1.756969 | 279.440011 | 0.05292 |
| 2017-03-30 00:00:00 | 4.4 | 0.3 | 0.0 | 0.0 | 0.0 | 0.24 | 1.0395 1.755 0.945 1.701 | 1.0395 1.755 0.945 0.0 | 0.076968 0.000006 0.00005 0.0 | 0.397174 0.624732 0.601928 0.0 | 0.076968 0.000006 0.00005 0.0 | 0.0 0.0 0.0 0.0 | 22.000001 22.000001 22.000001 0.0 | 22.000001 22.000001 22.000001 0.0 | 0.24 | 0.0 | 6.040842 | 16.60943 | 0.0 | 0.800552 | 1.701 | 1.216305 | 0.0 | 0.0 | 0.0 | -164.873342 | 0.0 | -0.64489 | 10.92191 | 1.428218 | 0.165303 | -0.198159 -0.272863 -0.022757 0.0 | 40.182546 26.219026 34.687162 0.0 | nan | 137.273333 | nan | 1237.353082 | 7.444489 | 713.302066 | 0.165303 |
| 2017-03-31 00:00:00 | 7.0 | 0.2 | 0.0 | 0.0 | 0.0 | 0.16 | 1.8711 3.159 1.701 3.0618 | 1.8711 3.159 1.701 0.0 | 0.023632 0.000001 0.000007 0.0 | 0.346942 0.403332 0.47052 0.0 | 0.023632 0.000001 0.000007 0.0 | 0.0 0.0 0.0 0.0 | 35.0 35.0 35.0 0.0 | 35.0 27.003244 34.732152 0.0 | 0.16 | 0.0 | 8.019377 | 25.370929 | 0.0 | 1.92555 | 3.0618 | 2.128264 | 0.0 | 0.0 | 0.0 | -110.53264 | 0.0 | -3.867914 | 21.446484 | 4.674203 | 0.540996 | -0.408734 -0.516195 -0.333283 0.0 | 5.182546 -0.784218 -0.04499 0.0 | nan | 127.311593 | nan | 1126.820441 | 11.368934 | 1356.992828 | 0.540996 |
| 2017-04-01 00:00:00 | 3.8 | 4.5 | 0.0 | 0.0 | 0.0 | 3.6 | 1.2825 1.755 0.945 1.728 | 1.2825 1.755 0.945 0.0 | 1.991548 0.031215 0.413719 0.0 | 0.874807 1.427486 0.831576 0.0 | 1.991548 0.031215 0.413719 0.0 | 0.0 0.0 0.0 0.0 | 19.000004 19.000004 19.000004 0.0 | 6.071372 0.262718 0.920078 0.0 | 3.6 | 0.0 | 1.213312 | 3.967332 | 0.0 | 0.379423 | 1.728 | 1.384773 | 0.0 | 0.0 | 0.0 | -21.219014 | 0.0 | -7.094546 | 12.663221 | 7.209938 | 0.834484 | 0.324911 1.625103 2.021421 0.0 | -0.888827 -1.046935 -0.965068 0.0 | nan | 119.383158 | nan | 1105.601427 | 2.673044 | 1305.996329 | 0.834484 |
| 2017-04-02 00:00:00 | 1.4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.368 1.872 1.008 1.8432 | 1.368 1.872 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.610094 1.639722 1.005972 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 7.013137 7.013137 7.013137 0.0 | 0.093304 0.050378 0.069838 0.0 | 0.0 | 0.0 | 0.015615 | 0.064026 | 0.0 | 0.580684 | 1.8432 | 1.488426 | 0.0 | 0.0 | 0.0 | 12.107009 | 0.0 | -4.25785 | 2.349444 | 5.267185 | 0.609628 | -0.285183 -0.014619 1.015449 0.0 | -0.982131 -1.097314 -1.034907 0.0 | nan | 115.690377 | nan | 1117.708436 | 0.387627 | 968.145413 | 0.609628 |
| 2017-04-03 00:00:00 | 0.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.71 2.34 1.26 2.304 | 1.71 2.34 1.26 0.0 | 0.0 0.0 0.0 0.0 | 0.226983 0.478112 1.029561 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 1.298601 1.298601 1.298601 0.0 | 0.013653 0.008179 0.010807 0.0 | 0.0 | 0.0 | 0.002265 | 0.009687 | 0.0 | 1.603905 | 2.304 | 1.835652 | 0.0 | 0.0 | 0.0 | 21.791906 | 0.0 | -1.982545 | 0.340631 | 3.354194 | 0.388217 | -0.512166 -0.492731 -0.014112 0.0 | -0.995783 -1.105493 -1.045714 0.0 | nan | 115.309472 | nan | 1139.500342 | 0.056683 | 727.392405 | 0.388217 |
| 2017-04-04 00:00:00 | -0.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.7955 2.457 1.323 2.4192 | 1.7955 2.457 1.323 0.0 | 0.0 0.0 0.0 0.0 | 0.119526 0.161082 0.357094 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.798601 0.798601 0.798601 0.0 | 0.007994 0.004882 0.006391 0.0 | 0.0 | 0.0 | 0.00134 | 0.005694 | 0.0 | 1.876255 | 2.4192 | 1.855876 | 0.0 | 0.0 | 0.0 | 42.113913 | 0.0 | -0.979657 | 0.052255 | 2.25581 | 0.261089 | -0.631692 -0.653813 -0.371206 0.0 | -1.003777 -1.110375 -1.052105 0.0 | nan | 116.20473 | nan | 1181.614255 | 0.010123 | 571.540276 | 0.261089 |
| 2017-04-05 00:00:00 | -0.5 | 0.4 | 0.0 | 0.0 | 0.0 | 0.32 | 1.4535 1.989 1.071 1.9584 | 1.4535 1.989 1.071 0.0 | 0.014438 0.000001 0.000008 0.0 | 0.119666 0.145372 0.209579 0.0 | 0.005414 0.0 0.000003 0.0 | 0.009024 0.000001 0.000005 0.0 | 0.251908 0.251908 0.251908 0.0 | 0.002507 0.001518 0.001978 0.0 | 0.32 | 0.0 | 0.001132 | 0.004387 | 0.0 | 1.498583 | 1.9584 | 1.49456 | 0.0 | 0.0 | 0.0 | 52.858549 | 0.0 | -0.577827 | 0.011108 | 1.611453 | 0.186511 | -0.445796 -0.479186 -0.260793 0.0 | -0.997259 -1.111892 -1.054078 0.0 | nan | 117.124354 | nan | 1234.472804 | 0.003402 | 464.391323 | 0.186511 |
| 2017-04-06 00:00:00 | -0.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.4535 1.989 1.071 1.9584 | 1.4535 1.989 1.071 0.0 | 0.0 0.0 0.0 0.0 | 0.126256 0.143948 0.175627 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.096611 0.096611 0.096611 0.0 | 0.000976 0.000579 0.000754 0.0 | 0.0 | 0.0 | 0.000168 | 0.000684 | 0.0 | 1.494572 | 1.9584 | 1.491151 | 0.0 | 0.0 | 0.0 | 44.104976 | 0.0 | -0.383101 | 0.003346 | 1.199935 | 0.138881 | -0.572052 -0.623134 -0.43642 0.0 | -0.998235 -1.112471 -1.054832 0.0 | nan | 118.235657 | nan | 1278.57778 | 0.00074 | 385.705399 | 0.138881 |
| 2017-04-07 00:00:00 | 0.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.684 0.936 0.504 0.9216 | 0.684 0.936 0.504 0.0 | 0.0 0.0 0.0 0.0 | 0.042008 0.04567 0.053493 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 1.298601 1.298601 1.298601 0.0 | 0.012716 0.007641 0.00989 0.0 | 0.0 | 0.0 | 0.002218 | 0.008914 | 0.0 | 0.722182 | 0.9216 | 0.698767 | 0.0 | 0.0 | 0.0 | 32.640343 | 0.0 | -0.268641 | 0.005812 | 0.922239 | 0.106741 | -0.61406 -0.668804 -0.489913 0.0 | -1.010951 -1.120113 -1.064722 0.0 | nan | 118.68698 | nan | 1311.218123 | 0.003842 | 327.109592 | 0.106741 |
| 2017-04-08 00:00:00 | 0.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.1115 1.521 0.819 1.4976 | 1.1115 1.521 0.819 0.0 | 0.0 0.0 0.0 0.0 | 0.055218 0.058909 0.067481 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 3.184058 3.184058 3.184058 0.0 | 0.028378 0.017679 0.022514 0.0 | 0.0 | 0.0 | 0.005048 | 0.020038 | 0.0 | 1.187233 | 1.4976 | 1.133492 | 0.0 | 0.0 | 0.0 | 24.007533 | 0.0 | -0.193035 | 0.015007 | 0.727948 | 0.084253 | -0.669278 -0.727713 -0.557394 0.0 | -1.039329 -1.137792 -1.087236 0.0 | nan | 119.676131 | nan | 1335.225656 | 0.008873 | 281.437106 | 0.084253 |
| 2017-04-09 00:00:00 | 2.5 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.1375 2.925 1.575 2.88 | 2.1375 2.925 1.575 0.0 | 0.0 0.0 0.0 0.0 | 0.078864 0.082512 0.091995 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 12.500323 12.500323 12.500323 0.0 | 0.08546 0.058198 0.071096 0.0 | 0.0 | 0.0 | 0.015907 | 0.061528 | 0.0 | 2.311243 | 2.88 | 2.175763 | 0.0 | 0.0 | 0.0 | 20.526848 | 0.0 | -0.141938 | 0.0439 | 0.586084 | 0.067834 | -0.748142 -0.810225 -0.649389 0.0 | -1.124788 -1.195991 -1.158332 0.0 | nan | 121.829529 | nan | 1355.752504 | 0.026501 | 245.144554 | 0.067834 |
Click to see the graph
>>> round_(model.check_waterbalance(conditions))
0.0
backwater effects¶
>>> del model.dischargemodel
>>> with model.add_waterlevelmodel_v1("exch_waterlevel"):
... pass
>>> from hydpy import Node
>>> waterlevel = Node("waterlevel", variable="WaterLevel")
>>> land = Element("land", outlets="outlet", receivers=waterlevel)
>>> land.model.connect()
>>> test.hydpy.update_devices(nodes=("outlet", waterlevel), elements=land)
>>> waterlevel.prepare_simseries()
>>> waterlevel.deploymode = "oldsim"
>>> waterlevel.sequences.sim.series = [
... -1.955539, -1.593272, -1.554112, -1.514237, -1.474332, -1.434671, -1.237946,
... 2.127124, 1.721998, 3.728419, 18.207013, 25.802253, 71.102022, 99.231277,
... 90.580027, 87.096102, 104.142108, 247.067521, 291.608204, 251.76909,
... 213.036118, 180.529412, 163.8984, 149.153668, 131.288692, 115.204072,
... 102.991454, 98.139161, 87.168564, 77.587424, 69.085831, 62.643619, 60.153237,
... 56.181454, 122.382442, 155.691919, 147.940892, 148.543172, 321.621321,
... 368.151976, 308.494631, 253.669569, 211.316972, 178.790605, 153.349539,
... 133.098674, 153.5539, 254.793577, 673.736602, 1281.108691, 1200.030141,
... 859.04159, 626.665696, 481.755443, 387.029438, 320.183349, 271.859287,
... 234.668462, 205.397587]
>>> waterlevel.sequences.sim.series /= 1000.0
>>> test("wland_gd_backwater_effects",
... axis1=(fluxes.pc, states.sp), axis2=(inputs.t,))
Click to see the table
| date | t | p | fxg | fxs | dhs | pc | pe | pet | tf | ei | rf | sf | pm | am | ps | pve | pv | pq | etve | etv | es | et | gr | fxs | fxg | cdg | fgse | fgs | fqs | rh | r | ic | sp | dve | dv | hge | dg | hq | hs | outlet |
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| 2017-02-10 00:00:00 | -10.8 | 0.0 | 0.0 | 0.0 | 0.044461 | 0.0 | 0.3942 0.702 0.378 0.6588 | 0.3942 0.702 0.378 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.000001 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.49406 | 0.000067 | 0.435763 | 0.0 | 0.0 | 0.0 | -37.374521 | 0.0 | -0.000081 | 0.0 | -0.000073 | -0.000008 | -3.0 -3.000001 -3.0 0.0 | -3.0 -3.0 -3.0 0.0 | nan | 140.493979 | nan | 1562.625479 | 0.0 | -1.955539 | -0.000008 |
| 2017-02-11 00:00:00 | -9.5 | 0.4 | 0.0 | 0.0 | 0.362267 | 0.32 | 0.5256 0.936 0.504 0.8784 | 0.5256 0.936 0.504 0.0 | 0.000001 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.32 | 0.0 | 0.0 | 0.0 | 0.0 | 0.658704 | 0.00011 | 0.580981 | 0.0 | 0.0 | 0.0 | -15.520339 | 0.0 | -0.000055 | 0.0 | 0.006349 | 0.000735 | -2.680002 -2.680003 -2.680002 0.0 | -2.999999 -3.0 -3.0 0.0 | nan | 141.152629 | nan | 1547.105141 | 0.0 | -1.593272 | 0.000735 |
| 2017-02-12 00:00:00 | -8.9 | 0.0 | 0.0 | 0.0 | 0.03916 | 0.0 | 0.4599 0.819 0.441 0.7686 | 0.4599 0.819 0.441 0.0 | 0.0 0.0 0.0 0.0 | 0.000002 0.000004 0.000002 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.576325 | 0.000508 | 0.508331 | 0.0 | 0.0 | 0.0 | -5.171808 | 0.0 | -0.000045 | 0.0 | -0.00005 | -0.000006 | -2.680004 -2.680007 -2.680004 0.0 | -2.999999 -3.0 -3.0 0.0 | nan | 141.728908 | nan | 1541.933333 | 0.0 | -1.554112 | -0.000006 |
| 2017-02-13 00:00:00 | -9.6 | 0.0 | 0.0 | 0.0 | 0.039875 | 0.0 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.329312 | 0.000347 | 0.290461 | 0.0 | 0.0 | 0.0 | -0.904803 | 0.0 | -0.000043 | 0.0 | -0.000045 | -0.000005 | -2.680005 -2.680009 -2.680005 0.0 | -2.999999 -3.0 -3.0 0.0 | nan | 142.058177 | nan | 1541.02853 | 0.0 | -1.514237 | -0.000005 |
| 2017-02-14 00:00:00 | -9.3 | 0.0 | 0.0 | 0.0 | 0.039905 | 0.0 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.329299 | 0.000417 | 0.290452 | 0.0 | 0.0 | 0.0 | 0.730083 | 0.0 | -0.000043 | 0.0 | -0.000046 | -0.000005 | -2.680007 -2.680011 -2.680006 0.0 | -2.999999 -3.0 -3.0 0.0 | nan | 142.387434 | nan | 1541.758613 | 0.0 | -1.474332 | -0.000005 |
| 2017-02-15 00:00:00 | -6.3 | 0.0 | 0.0 | 0.0 | 0.039661 | 0.0 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.329287 | 0.000501 | 0.290442 | 0.0 | 0.0 | 0.0 | 1.503674 | 0.0 | -0.000044 | 0.0 | -0.000049 | -0.000006 | -2.680008 -2.680013 -2.680007 0.0 | -2.999999 -3.0 -3.0 0.0 | nan | 142.716677 | nan | 1543.262287 | 0.0 | -1.434671 | -0.000006 |
| 2017-02-16 00:00:00 | -3.6 | 0.2 | 0.0 | 0.0 | 0.196725 | 0.16 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 0.000001 0.0 0.0 0.0 | 0.000002 0.000003 0.000002 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.0 0.0 0.0 | 0.000008 0.000008 0.000008 0.0 | 0.0 0.0 0.0 0.0 | 0.16 | 0.0 | 0.0 | 0.0 | 0.0 | 0.329274 | 0.000601 | 0.290433 | 0.0 | 0.0 | 0.0 | 1.869899 | 0.0 | -0.000046 | 0.0 | 0.003148 | 0.000364 | -2.52001 -2.520016 -2.520009 0.0 | -2.999999 -3.0 -3.0 0.0 | nan | 143.045905 | nan | 1545.132186 | 0.0 | -1.237946 | 0.000364 |
| 2017-02-17 00:00:00 | -3.5 | 4.5 | 0.0 | 0.0 | 3.36507 | 3.6 | 0.1971 0.351 0.189 0.3294 | 0.1971 0.351 0.189 0.0 | 0.715908 0.000866 0.002554 0.0 | 0.045779 0.103421 0.056212 0.0 | 0.0 0.0 0.0 0.0 | 0.715908 0.000866 0.002554 0.0 | 0.000011 0.000011 0.000011 0.0 | 0.0 0.0 0.0 0.0 | 3.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.182336 | 0.001111 | 0.223675 | 0.0 | 0.0 | 0.0 | 1.826613 | 0.0 | -0.000048 | 0.0 | 0.071936 | 0.008326 | 0.318303 0.975698 1.021225 0.0 | -2.284091 -2.999134 -2.997446 0.0 | nan | 143.228193 | nan | 1546.958799 | 0.0 | 2.127124 | 0.008326 |
| 2017-02-18 00:00:00 | -4.6 | 0.0 | 0.0 | 0.0 | -0.405126 | 0.0 | 0.1971 0.351 0.189 0.3294 | 0.1971 0.351 0.189 0.0 | 0.0 0.0 0.0 0.0 | 0.148002 0.341645 0.1863 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.035641 | 0.329381 | 0.243749 | 0.0 | 0.0 | 0.0 | 1.096193 | 0.0 | -0.000529 | 0.0 | -0.007054 | -0.000816 | 0.170301 0.634053 0.834925 0.0 | -2.284091 -2.999134 -2.997446 0.0 | nan | 143.263305 | nan | 1548.054993 | 0.0 | 1.721998 | -0.000816 |
| 2017-02-19 00:00:00 | -3.2 | 3.2 | 0.0 | 0.0 | 2.006421 | 2.56 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 2.024091 0.452925 0.899571 0.0 | 0.221756 0.46542 0.251473 0.0 | 0.0 0.0 0.0 0.0 | 2.024091 0.452925 0.899571 0.0 | 0.00003 0.00003 0.00003 0.0 | 0.000001 0.0 0.0 0.0 | 2.56 | 0.0 | 0.0 | 0.0 | 0.0 | 0.028057 | 0.439039 | 0.325398 | 0.0 | 0.0 | 0.0 | 0.648358 | 0.0 | -0.000432 | 0.0 | 0.042038 | 0.004866 | 0.484454 2.275708 2.24388 0.0 | -0.26 -2.54621 -2.097875 0.0 | nan | 143.290931 | nan | 1548.703351 | 0.0 | 3.728419 | 0.004866 |
| 2017-02-20 00:00:00 | -1.3 | 4.6 | 0.0 | 0.0 | 14.478594 | 3.68 | 0.1971 0.351 0.189 0.3294 | 0.1971 0.351 0.189 0.0 | 3.340123 2.972407 3.208228 0.0 | 0.184113 0.350996 0.188997 0.0 | 0.584521 0.520171 0.56144 0.0 | 2.755601 2.452236 2.646788 0.0 | 0.018374 0.018374 0.018374 0.0 | 0.016188 0.000752 0.003746 0.0 | 3.68 | 0.0 | 0.163232 | 0.426312 | 0.0 | 0.008608 | 0.3294 | 0.244154 | 0.0 | 0.0 | 0.0 | -11.570748 | 0.0 | -0.000861 | 0.238151 | 0.299641 | 0.034681 | 0.640218 2.632305 2.526656 0.0 | 2.479413 -0.094726 0.545167 0.0 | nan | 143.135446 | nan | 1537.132602 | 0.188161 | 18.207013 | 0.034681 |
| 2017-02-21 00:00:00 | -2.2 | 2.3 | 0.0 | 0.0 | 7.59524 | 1.84 | 0.3942 0.702 0.378 0.6588 | 0.3942 0.702 0.378 0.0 | 1.642164 1.409265 1.618931 0.0 | 0.363811 0.701991 0.377995 0.0 | 0.0 0.0 0.0 0.0 | 1.642164 1.409265 1.618931 0.0 | 0.000888 0.000888 0.000888 0.0 | 0.000888 0.000771 0.000879 0.0 | 1.84 | 0.0 | 0.000241 | 0.000635 | 0.0 | 0.020144 | 0.6588 | 0.488293 | 0.0 | 0.0 | 0.0 | 5.558673 | 0.0 | -0.005322 | 0.164024 | 0.179673 | 0.020796 | 0.474243 2.361049 2.36973 0.0 | 4.120689 1.313768 2.163219 0.0 | nan | 143.150026 | nan | 1542.691275 | 0.024772 | 25.802253 | 0.020796 |
| 2017-02-22 00:00:00 | -1.5 | 18.0 | 0.0 | 0.0 | 45.299769 | 14.4 | 0.5256 0.936 0.504 0.8784 | 0.5256 0.936 0.504 0.0 | 13.589557 13.049009 13.564657 0.0 | 0.5047 0.935996 0.503997 0.0 | 1.698695 1.631126 1.695582 0.0 | 11.890862 11.417883 11.869075 0.0 | 0.009388 0.009388 0.009388 0.0 | 0.009388 0.009388 0.009388 0.0 | 14.4 | 0.0 | 0.477461 | 1.257786 | 0.0 | 0.013854 | 0.8784 | 0.651125 | 0.0 | 0.0 | 0.0 | -32.098499 | 0.0 | -0.006571 | 0.729071 | 0.979127 | 0.113325 | 0.779986 2.776044 2.701076 0.0 | 16.002163 12.722263 14.022905 0.0 | nan | 142.679848 | nan | 1510.592776 | 0.553487 | 71.102022 | 0.113325 |
| 2017-02-23 00:00:00 | -3.0 | 19.2 | 0.0 | 0.0 | 28.129255 | 15.36 | 0.3285 0.585 0.315 0.549 | 0.3285 0.585 0.315 0.0 | 14.927197 14.657545 14.931625 0.0 | 0.322034 0.584999 0.314999 0.0 | 0.0 0.0 0.0 0.0 | 14.927197 14.657545 14.931625 0.0 | 0.00006 0.00006 0.00006 0.0 | 0.00006 0.00006 0.00006 0.0 | 15.36 | 0.0 | 0.000017 | 0.000045 | 0.0 | 0.004286 | 0.549 | 0.406976 | 0.0 | 0.0 | 0.0 | 15.94234 | 0.0 | -0.032246 | 0.478738 | 0.736942 | 0.085294 | 0.890755 2.8935 2.814452 0.0 | 30.9293 27.379748 28.95447 0.0 | nan | 142.651871 | nan | 1526.535115 | 0.074794 | 99.231277 | 0.085294 |
| 2017-02-24 00:00:00 | -5.0 | 0.4 | 0.0 | 0.0 | -8.65125 | 0.32 | 0.5256 0.936 0.504 0.8784 | 0.5256 0.936 0.504 0.0 | 0.294507 0.228133 0.294805 0.0 | 0.495652 0.935979 0.503995 0.0 | 0.0 0.0 0.0 0.0 | 0.294507 0.228133 0.294805 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.32 | 0.0 | 0.0 | 0.0 | 0.0 | 0.019857 | 0.8784 | 0.651095 | 0.0 | 0.0 | 0.0 | 5.202262 | 0.0 | -0.06387 | 0.063159 | -0.005605 | -0.000649 | 0.420596 2.049388 2.335652 0.0 | 31.223807 27.607881 29.249275 0.0 | nan | 142.607858 | nan | 1531.737377 | 0.011635 | 90.580027 | -0.000649 |
| 2017-02-25 00:00:00 | -4.9 | 8.3 | 0.0 | 0.0 | -3.483925 | 6.64 | 0.3285 0.585 0.315 0.549 | 0.3285 0.585 0.315 0.0 | 6.067379 5.419977 6.057686 0.0 | 0.30829 0.584994 0.314997 0.0 | 0.0 0.0 0.0 0.0 | 6.067379 5.419977 6.057686 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 6.64 | 0.0 | 0.0 | 0.0 | 0.0 | 0.013397 | 0.549 | 0.406929 | 0.0 | 0.0 | 0.0 | 2.876218 | 0.0 | -0.056142 | 0.010065 | 0.082167 | 0.00951 | 0.684927 2.684417 2.60297 0.0 | 37.291186 33.027858 35.30696 0.0 | nan | 142.565114 | nan | 1534.613595 | 0.001569 | 87.096102 | 0.00951 |
| 2017-02-26 00:00:00 | -0.9 | 5.3 | 0.0 | 0.0 | 17.046006 | 4.24 | 0.2628 0.468 0.252 0.4392 | 0.2628 0.468 0.252 0.0 | 3.990638 3.797561 3.989313 0.0 | 0.251901 0.467998 0.251998 0.0 | 1.097425 1.044329 1.097061 0.0 | 2.893212 2.753232 2.892252 0.0 | 0.069591 0.069591 0.069591 0.0 | 0.069591 0.069591 0.069591 0.0 | 4.24 | 0.0 | 0.323394 | 0.859996 | 0.0 | 0.007225 | 0.4392 | 0.325561 | 0.0 | 0.0 | 0.0 | -21.568451 | 0.0 | -0.04775 | 0.490165 | 0.514263 | 0.059521 | 0.682388 2.658858 2.601658 0.0 | 40.114807 35.711499 38.129622 0.0 | nan | 142.201194 | nan | 1513.045144 | 0.3714 | 104.142108 | 0.059521 |
| 2017-02-27 00:00:00 | 1.4 | 0.7 | 0.0 | 0.0 | 142.925413 | 0.56 | 0.8541 1.521 0.819 1.4274 | 0.8541 1.521 0.819 0.0 | 0.42404 0.206933 0.40434 0.0 | 0.695506 1.52066 0.818961 0.0 | 0.360434 0.175893 0.343689 0.0 | 0.063606 0.03104 0.060651 0.0 | 7.013137 7.013137 7.013137 0.0 | 7.013137 7.013137 7.013137 0.0 | 0.56 | 0.0 | 2.027096 | 5.492149 | 0.0 | 0.105251 | 1.4274 | 1.05767 | 0.0 | 0.0 | 0.0 | -132.888694 | 0.0 | -0.021757 | 3.449265 | 3.343742 | 0.387007 | 0.122842 1.491265 1.938357 0.0 | 33.165276 28.729402 31.177135 0.0 | nan | 140.257593 | nan | 1380.156451 | 2.414284 | 247.067521 | 0.387007 |
| 2017-02-28 00:00:00 | -3.4 | 2.7 | 0.0 | 0.0 | 44.540683 | 2.16 | 0.5913 1.053 0.567 0.9882 | 0.5913 1.053 0.567 0.0 | 1.504649 0.475473 1.340867 0.0 | 0.45378 1.052728 0.566963 0.0 | 0.0 0.0 0.0 0.0 | 1.504649 0.475473 1.340867 0.0 | 0.000016 0.000016 0.000016 0.0 | 0.000016 0.000016 0.000016 0.0 | 2.16 | 0.0 | 0.000004 | 0.000012 | 0.0 | 0.091265 | 0.9882 | 0.732147 | 0.0 | 0.0 | 0.0 | 62.859052 | 0.0 | -0.201471 | 2.088128 | 1.892104 | 0.218994 | 0.324413 2.123064 2.190527 0.0 | 34.66991 29.204859 32.517986 0.0 | nan | 140.147383 | nan | 1443.015503 | 0.326168 | 291.608204 | 0.218994 |
| 2017-03-01 00:00:00 | -4.3 | 1.6 | 0.0 | 0.0 | -39.839114 | 1.28 | 0.4851 0.819 0.441 0.7938 | 0.4851 0.819 0.441 0.0 | 0.950428 0.497016 0.875797 0.0 | 0.384004 0.818947 0.440979 0.0 | 0.0 0.0 0.0 0.0 | 0.950428 0.497016 0.875797 0.0 | 0.000001 0.000001 0.000001 0.0 | 0.000001 0.000001 0.000001 0.0 | 1.28 | 0.0 | 0.0 | 0.000001 | 0.0 | 0.067045 | 0.7938 | 0.584791 | 0.0 | 0.0 | 0.0 | 18.669325 | 0.0 | -0.357842 | 0.283714 | -0.027852 | -0.003224 | 0.269981 2.0871 2.153751 0.0 | 35.620337 29.701874 33.393783 0.0 | nan | 139.856586 | nan | 1461.684827 | 0.042454 | 251.76909 | -0.003224 |
| 2017-03-02 00:00:00 | -3.3 | 2.5 | 0.0 | 0.0 | -38.732972 | 2.0 | 0.4851 0.819 0.441 0.7938 | 0.4851 0.819 0.441 0.0 | 1.531956 1.007064 1.460107 0.0 | 0.39375 0.818966 0.440983 0.0 | 0.0 0.0 0.0 0.0 | 1.531956 1.007064 1.460107 0.0 | 0.000022 0.000022 0.000022 0.0 | 0.000022 0.000022 0.000022 0.0 | 2.0 | 0.0 | 0.000006 | 0.000016 | 0.0 | 0.060578 | 0.7938 | 0.584824 | 0.0 | 0.0 | 0.0 | 13.729659 | 0.0 | -0.278686 | 0.036937 | -0.185479 | -0.021467 | 0.344275 2.26107 2.252661 0.0 | 37.152271 30.708916 34.853868 0.0 | nan | 139.638472 | nan | 1475.414486 | 0.005533 | 213.036118 | -0.021467 |
| 2017-03-03 00:00:00 | -2.1 | 0.6 | 0.0 | 0.0 | -32.506706 | 0.48 | 0.7623 1.287 0.693 1.2474 | 0.7623 1.287 0.693 0.0 | 0.289031 0.089403 0.24232 0.0 | 0.505988 1.286381 0.692918 0.0 | 0.0 0.0 0.0 0.0 | 0.289031 0.089403 0.24232 0.0 | 0.001244 0.001244 0.001244 0.0 | 0.001244 0.001244 0.001244 0.0 | 0.48 | 0.0 | 0.000338 | 0.00094 | 0.0 | 0.17015 | 1.2474 | 0.918643 | 0.0 | 0.0 | 0.0 | 11.143584 | 0.0 | -0.207509 | 0.005344 | -0.193134 | -0.022353 | 0.029256 1.365286 1.797423 0.0 | 37.440057 30.797075 35.094943 0.0 | nan | 139.600775 | nan | 1486.55807 | 0.001129 | 180.529412 | -0.022353 |
| 2017-03-04 00:00:00 | -0.3 | 0.2 | 0.0 | 0.0 | -16.631012 | 0.16 | 0.693 1.17 0.63 1.134 | 0.693 1.17 0.63 0.0 | 0.056049 0.00074 0.020472 0.0 | 0.287189 1.129305 0.629377 0.0 | 0.023821 0.000314 0.008701 0.0 | 0.032228 0.000425 0.011772 0.0 | 0.45975 0.45975 0.45975 0.0 | 0.45975 0.45975 0.45975 0.0 | 0.16 | 0.0 | 0.129197 | 0.358729 | 0.0 | 0.282559 | 1.134 | 0.834459 | 0.0 | 0.0 | 0.0 | 0.224083 | 0.0 | -0.150916 | 0.204087 | 0.047418 | 0.005488 | -0.153983 0.395241 1.307574 0.0 | 37.012536 30.337751 34.646965 0.0 | nan | 139.603221 | nan | 1486.782154 | 0.155771 | 163.8984 | 0.005488 |
| 2017-03-05 00:00:00 | -1.7 | 1.7 | 0.0 | 0.0 | -14.744732 | 1.36 | 0.5544 0.936 0.504 0.9072 | 0.5544 0.936 0.504 0.0 | 0.699849 0.001279 0.261779 0.0 | 0.321401 0.881493 0.50364 0.0 | 0.052489 0.000096 0.019633 0.0 | 0.647361 0.001183 0.242145 0.0 | 0.00479 0.00479 0.00479 0.0 | 0.00479 0.00479 0.00479 0.0 | 1.36 | 0.0 | 0.010819 | 0.028538 | 0.0 | 0.172557 | 0.9072 | 0.667839 | 0.0 | 0.0 | 0.0 | 10.162666 | 0.0 | -0.128245 | 0.150361 | 0.043298 | 0.005011 | 0.184767 0.872469 1.902155 0.0 | 37.655106 30.334144 34.88432 0.0 | nan | 139.636714 | nan | 1496.94482 | 0.033948 | 149.153668 | 0.005011 |
| 2017-03-06 00:00:00 | -4.3 | 0.3 | 0.0 | 0.0 | -17.864976 | 0.24 | 0.4158 0.702 0.378 0.6804 | 0.4158 0.702 0.378 0.0 | 0.131554 0.000231 0.068163 0.0 | 0.255521 0.664353 0.377898 0.0 | 0.0 0.0 0.0 0.0 | 0.131554 0.000231 0.068163 0.0 | 0.000001 0.000001 0.000001 0.0 | 0.000001 0.000001 0.000001 0.0 | 0.24 | 0.0 | 0.0 | 0.000001 | 0.0 | 0.118751 | 0.6804 | 0.500947 | 0.0 | 0.0 | 0.0 | 6.805808 | 0.0 | -0.111833 | 0.028668 | -0.079351 | -0.009184 | 0.037692 0.447885 1.696094 0.0 | 37.78666 30.334374 34.952483 0.0 | nan | 139.643632 | nan | 1503.750627 | 0.005281 | 131.288692 | -0.009184 |
| 2017-03-07 00:00:00 | -6.4 | 0.0 | 0.0 | 0.0 | -16.08462 | 0.0 | 0.4851 0.819 0.441 0.7938 | 0.4851 0.819 0.441 0.0 | 0.0 0.0 0.0 0.0 | 0.202987 0.529811 0.440411 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.282919 | 0.7938 | 0.583692 | 0.0 | 0.0 | 0.0 | 5.103672 | 0.0 | -0.090492 | 0.00446 | -0.091319 | -0.010569 | -0.165295 -0.081926 1.255683 0.0 | 37.78666 30.334374 34.952483 0.0 | nan | 139.83606 | nan | 1508.8543 | 0.000822 | 115.204072 | -0.010569 |
| 2017-03-08 00:00:00 | -4.0 | 1.8 | 0.0 | 0.0 | -12.212618 | 1.44 | 0.4851 0.819 0.441 0.7938 | 0.4851 0.819 0.441 0.0 | 0.768686 0.000464 0.301877 0.0 | 0.289895 0.646652 0.440662 0.0 | 0.0 0.0 0.0 0.0 | 0.768686 0.000464 0.301877 0.0 | 0.000002 0.000002 0.000002 0.0 | 0.000002 0.000002 0.000002 0.0 | 1.44 | 0.0 | 0.000001 | 0.000002 | 0.0 | 0.186559 | 0.7938 | 0.58418 | 0.0 | 0.0 | 0.0 | 4.336106 | 0.0 | -0.07285 | 0.000715 | -0.050628 | -0.00586 | 0.216125 0.710958 1.953144 0.0 | 38.555343 30.334836 35.254358 0.0 | nan | 139.949769 | nan | 1513.190406 | 0.000108 | 102.991454 | -0.00586 |
| 2017-03-09 00:00:00 | -2.4 | 8.9 | 0.0 | 0.0 | -4.852293 | 7.12 | 0.3465 0.585 0.315 0.567 | 0.3465 0.585 0.315 0.0 | 6.356504 4.562872 6.159351 0.0 | 0.317308 0.584263 0.314994 0.0 | 0.0 0.0 0.0 0.0 | 6.356504 4.562872 6.159351 0.0 | 0.000453 0.000453 0.000453 0.0 | 0.000453 0.000453 0.000453 0.0 | 7.12 | 0.0 | 0.000123 | 0.000341 | 0.0 | 0.019599 | 0.567 | 0.417846 | 0.0 | 0.0 | 0.0 | 2.940417 | 0.0 | -0.060694 | 0.000287 | 0.077809 | 0.009006 | 0.662313 2.683823 2.598799 0.0 | 44.911395 34.897256 41.413257 0.0 | nan | 139.90855 | nan | 1516.130823 | 0.000162 | 98.139161 | 0.009006 |
| 2017-03-10 00:00:00 | -2.2 | 0.0 | 0.0 | 0.0 | -10.970597 | 0.0 | 0.5544 0.936 0.504 0.9072 | 0.5544 0.936 0.504 0.0 | 0.0 0.0 0.0 0.0 | 0.473416 0.93593 0.503987 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.000888 0.000888 0.000888 0.0 | 0.000888 0.000888 0.000888 0.0 | 0.0 | 0.0 | 0.000242 | 0.00067 | 0.0 | 0.053717 | 0.9072 | 0.668445 | 0.0 | 0.0 | 0.0 | 1.579078 | 0.0 | -0.056511 | 0.000524 | -0.067473 | -0.007809 | 0.188897 1.747893 2.094812 0.0 | 44.910507 34.896368 41.412368 0.0 | nan | 139.905514 | nan | 1517.7099 | 0.000308 | 87.168564 | -0.007809 |
| 2017-03-11 00:00:00 | -2.3 | 0.0 | 0.0 | 0.0 | -9.58114 | 0.0 | 0.693 1.17 0.63 1.134 | 0.693 1.17 0.63 0.0 | 0.0 0.0 0.0 0.0 | 0.34233 1.153525 0.629746 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.000634 0.000634 0.000634 0.0 | 0.000634 0.000634 0.000634 0.0 | 0.0 | 0.0 | 0.000173 | 0.000478 | 0.0 | 0.237959 | 1.134 | 0.834701 | 0.0 | 0.0 | 0.0 | 1.826828 | 0.0 | -0.046127 | 0.000537 | -0.062837 | -0.007273 | -0.153432 0.594368 1.465066 0.0 | 44.909873 34.895734 41.411734 0.0 | nan | 140.097173 | nan | 1519.536728 | 0.000249 | 77.587424 | -0.007273 |
| 2017-03-12 00:00:00 | -3.4 | 0.0 | 0.0 | 0.0 | -8.501593 | 0.0 | 0.8316 1.404 0.756 1.3608 | 0.8316 1.404 0.756 0.0 | 0.0 0.0 0.0 0.0 | 0.194653 0.815818 0.748189 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.000016 0.000016 0.000016 0.0 | 0.000016 0.000016 0.000016 0.0 | 0.0 | 0.0 | 0.000004 | 0.000012 | 0.0 | 0.617261 | 1.3608 | 0.999269 | 0.0 | 0.0 | 0.0 | 2.814985 | 0.0 | -0.0382 | 0.000222 | -0.060691 | -0.007024 | -0.348085 -0.22145 0.716877 0.0 | 44.909857 34.895718 41.411719 0.0 | nan | 140.676229 | nan | 1522.351712 | 0.000039 | 69.085831 | -0.007024 |
| 2017-03-13 00:00:00 | -3.8 | 0.9 | 0.0 | 0.0 | -6.442212 | 0.72 | 0.6237 1.053 0.567 1.0206 | 0.6237 1.053 0.567 0.0 | 0.198557 0.000023 0.00296 0.0 | 0.20712 0.453712 0.552688 0.0 | 0.0 0.0 0.0 0.0 | 0.198557 0.000023 0.00296 0.0 | 0.000004 0.000004 0.000004 0.0 | 0.000004 0.000004 0.000004 0.0 | 0.72 | 0.0 | 0.000001 | 0.000003 | 0.0 | 0.474816 | 1.0206 | 0.748541 | 0.0 | 0.0 | 0.0 | 3.715476 | 0.0 | -0.032248 | 0.000035 | -0.03442 | -0.003984 | -0.033762 0.044815 0.881228 0.0 | 45.108411 34.895737 41.414675 0.0 | nan | 141.118796 | nan | 1526.067188 | 0.000007 | 62.643619 | -0.003984 |
| 2017-03-14 00:00:00 | -0.6 | 0.1 | 0.0 | 0.0 | -2.490382 | 0.08 | 0.6237 1.053 0.567 1.0206 | 0.6237 1.053 0.567 0.0 | 0.023902 0.000002 0.000192 0.0 | 0.223804 0.377766 0.535205 0.0 | 0.008366 0.000001 0.000067 0.0 | 0.015536 0.000001 0.000125 0.0 | 0.184058 0.184058 0.184058 0.0 | 0.184058 0.184058 0.184058 0.0 | 0.08 | 0.0 | 0.052641 | 0.141707 | 0.0 | 0.488906 | 1.0206 | 0.746737 | 0.0 | 0.0 | 0.0 | -0.242344 | 0.0 | -0.027688 | 0.082052 | 0.037178 | 0.004303 | -0.201468 -0.252953 0.425831 0.0 | 44.939889 34.711681 41.230742 0.0 | nan | 141.527373 | nan | 1525.824844 | 0.059662 | 60.153237 | 0.004303 |
| 2017-03-15 00:00:00 | -1.7 | 0.0 | 0.0 | 0.0 | -3.971783 | 0.0 | 0.8316 1.404 0.756 1.3608 | 0.8316 1.404 0.756 0.0 | 0.0 0.0 0.0 0.0 | 0.171727 0.216661 0.491944 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.00479 0.00479 0.00479 0.0 | 0.00479 0.00479 0.00479 0.0 | 0.0 | 0.0 | 0.00134 | 0.003584 | 0.0 | 0.830931 | 1.3608 | 0.972981 | 0.0 | 0.0 | 0.0 | 5.78926 | 0.0 | -0.026741 | 0.052453 | 0.000601 | 0.00007 | -0.373195 -0.469614 -0.066112 0.0 | 44.935099 34.706891 41.225952 0.0 | nan | 142.330223 | nan | 1531.614104 | 0.010793 | 56.181454 | 0.00007 |
| 2017-03-16 00:00:00 | 0.7 | 0.0 | 0.0 | 0.0 | 66.200988 | 0.0 | 0.9702 1.638 0.882 1.5876 | 0.9702 1.638 0.882 0.0 | 0.0 0.0 0.0 0.0 | 0.116275 0.128131 0.249381 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 3.633659 3.633659 3.633659 0.0 | 3.633659 3.633659 3.633659 0.0 | 0.0 | 0.0 | 1.021882 | 2.713965 | 0.0 | 1.066408 | 1.5876 | 1.102804 | 0.0 | 0.0 | 0.0 | -66.980905 | 0.0 | -0.014059 | 1.551568 | 1.476384 | 0.170878 | -0.489469 -0.597745 -0.315493 0.0 | 41.30144 31.073232 37.592293 0.0 | nan | 142.360691 | nan | 1464.633199 | 1.17319 | 122.382442 | 0.170878 |
| 2017-03-17 00:00:00 | -1.6 | 3.9 | 0.0 | 0.0 | 33.309477 | 3.12 | 0.7623 1.287 0.693 1.2474 | 0.7623 1.287 0.693 0.0 | 1.81825 0.016204 0.251088 0.0 | 0.484947 0.989456 0.602616 0.0 | 0.181825 0.00162 0.025109 0.0 | 1.636425 0.014584 0.225979 0.0 | 0.006707 0.006707 0.006707 0.0 | 0.006707 0.006707 0.006707 0.0 | 3.12 | 0.0 | 0.036215 | 0.086205 | 0.0 | 0.282446 | 1.2474 | 0.909171 | 0.0 | 0.0 | 0.0 | 34.399536 | 0.0 | -0.065318 | 1.057165 | 1.015864 | 0.117577 | 0.327334 1.516595 1.950803 0.0 | 42.931159 31.081109 37.811566 0.0 | nan | 142.541605 | nan | 1499.032734 | 0.202231 | 155.691919 | 0.117577 |
| 2017-03-18 00:00:00 | -2.8 | 8.7 | 0.0 | 0.0 | -7.751027 | 6.96 | 0.7623 1.287 0.693 1.2474 | 0.7623 1.287 0.693 0.0 | 6.071892 4.67193 5.753562 0.0 | 0.685998 1.286933 0.692984 0.0 | 0.0 0.0 0.0 0.0 | 6.071892 4.67193 5.753562 0.0 | 0.000117 0.000117 0.000117 0.0 | 0.000117 0.000117 0.000117 0.0 | 6.96 | 0.0 | 0.000033 | 0.000088 | 0.0 | 0.050597 | 1.2474 | 0.919212 | 0.0 | 0.0 | 0.0 | 14.730637 | 0.0 | -0.126982 | 0.17488 | 0.173636 | 0.020097 | 0.529444 2.517732 2.464257 0.0 | 49.002933 35.752922 43.56501 0.0 | nan | 142.465187 | nan | 1513.763372 | 0.027438 | 147.940892 | 0.020097 |
| 2017-03-19 00:00:00 | -2.9 | 26.4 | 0.0 | 0.0 | 0.60228 | 21.12 | 0.3465 0.585 0.315 0.567 | 0.3465 0.585 0.315 0.0 | 20.402852 20.094414 20.41026 0.0 | 0.337476 0.584999 0.314999 0.0 | 0.0 0.0 0.0 0.0 | 20.402852 20.094414 20.41026 0.0 | 0.000084 0.000084 0.000084 0.0 | 0.000084 0.000084 0.000084 0.0 | 21.12 | 0.0 | 0.000024 | 0.000063 | 0.0 | 0.005982 | 0.567 | 0.417911 | 0.0 | 0.0 | 0.0 | 6.980375 | 0.0 | -0.12258 | 0.023737 | 0.326206 | 0.037755 | 0.909116 2.958319 2.858998 0.0 | 69.405702 55.847252 63.975186 0.0 | nan | 142.348566 | nan | 1520.743747 | 0.003764 | 148.543172 | 0.037755 |
| 2017-03-20 00:00:00 | 0.7 | 11.5 | 0.0 | 0.0 | 173.078149 | 9.2 | 0.4158 0.702 0.378 0.6804 | 0.4158 0.702 0.378 0.0 | 8.931806 8.696853 8.951311 0.0 | 0.406533 0.701998 0.377999 0.0 | 6.028969 5.870376 6.042135 0.0 | 2.902837 2.826477 2.909176 0.0 | 3.633659 3.633659 3.633659 0.0 | 3.633659 3.633659 3.633659 0.0 | 9.2 | 0.0 | 2.656571 | 7.225453 | 0.0 | 0.006144 | 0.6804 | 0.5015 | 0.0 | 0.0 | 0.0 | -184.249081 | 0.0 | -0.048245 | 4.106767 | 4.152472 | 0.48061 | 0.770777 2.759468 2.729688 0.0 | 68.67488 55.04007 63.250704 0.0 | nan | 139.649894 | nan | 1336.494666 | 3.12245 | 321.621321 | 0.48061 |
| 2017-03-21 00:00:00 | -1.8 | 0.9 | 0.0 | 0.0 | 46.530655 | 0.72 | 1.0395 1.755 0.945 1.701 | 1.0395 1.755 0.945 0.0 | 0.5541 0.275967 0.5481 0.0 | 0.842841 1.754558 0.944963 0.0 | 0.027705 0.013798 0.027405 0.0 | 0.526395 0.262169 0.520695 0.0 | 0.00342 0.00342 0.00342 0.0 | 0.00342 0.00342 0.00342 0.0 | 0.72 | 0.0 | 0.00719 | 0.020452 | 0.0 | 0.13054 | 1.701 | 1.253194 | 0.0 | 0.0 | 0.0 | 73.614408 | 0.0 | -0.32205 | 2.713382 | 2.355446 | 0.272621 | 0.093837 1.448942 1.956625 0.0 | 69.197854 55.298819 63.767978 0.0 | nan | 139.451194 | nan | 1410.109074 | 0.429521 | 368.151976 | 0.272621 |
| 2017-03-22 00:00:00 | -2.1 | 0.0 | 0.0 | 0.0 | -59.657345 | 0.0 | 1.386 2.34 1.26 2.268 | 1.386 2.34 1.26 0.0 | 0.0 0.0 0.0 0.0 | 0.443283 1.689398 1.251505 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.001244 0.001244 0.001244 0.0 | 0.001244 0.001244 0.001244 0.0 | 0.0 | 0.0 | 0.000338 | 0.000941 | 0.0 | 0.840749 | 2.268 | 1.666881 | 0.0 | 0.0 | 0.0 | 21.481617 | 0.0 | -0.534702 | 0.372028 | -0.15238 | -0.017637 | -0.349446 -0.240456 0.70512 0.0 | 69.19661 55.297575 63.766734 0.0 | nan | 139.756903 | nan | 1431.590691 | 0.058434 | 308.494631 | -0.017637 |
| 2017-03-23 00:00:00 | -2.8 | 0.0 | 0.0 | 0.0 | -54.825062 | 0.0 | 1.1088 1.872 1.008 1.8144 | 1.1088 1.872 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.139053 0.268868 0.74957 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.000117 0.000117 0.000117 0.0 | 0.000117 0.000117 0.000117 0.0 | 0.0 | 0.0 | 0.000032 | 0.000089 | 0.0 | 1.174378 | 1.8144 | 1.306357 | 0.0 | 0.0 | 0.0 | 22.985039 | 0.0 | -0.390131 | 0.050878 | -0.330523 | -0.038255 | -0.488499 -0.509324 -0.044449 0.0 | 69.196492 55.297457 63.766616 0.0 | nan | 140.541118 | nan | 1454.57573 | 0.007644 | 253.669569 | -0.038255 |
| 2017-03-24 00:00:00 | -2.8 | 0.0 | 0.0 | 0.0 | -42.352597 | 0.0 | 1.1088 1.872 1.008 1.8144 | 1.1088 1.872 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.087818 0.124642 0.285183 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.000117 0.000117 0.000117 0.0 | 0.000117 0.000117 0.000117 0.0 | 0.0 | 0.0 | 0.000032 | 0.000088 | 0.0 | 1.256034 | 1.8144 | 1.26034 | 0.0 | 0.0 | 0.0 | 22.096452 | 0.0 | -0.279618 | 0.006699 | -0.276346 | -0.031984 | -0.576317 -0.633967 -0.329632 0.0 | 69.196375 55.29734 63.766499 0.0 | nan | 141.517501 | nan | 1476.672182 | 0.001033 | 211.316972 | -0.031984 |
| 2017-03-25 00:00:00 | -2.1 | 0.0 | 0.0 | 0.0 | -32.526367 | 0.0 | 0.8316 1.404 0.756 1.3608 | 0.8316 1.404 0.756 0.0 | 0.0 0.0 0.0 0.0 | 0.049328 0.062824 0.109412 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.001244 0.001244 0.001244 0.0 | 0.001244 0.001244 0.001244 0.0 | 0.0 | 0.0 | 0.000348 | 0.000931 | 0.0 | 0.963055 | 1.3608 | 0.934828 | 0.0 | 0.0 | 0.0 | 18.567243 | 0.0 | -0.209472 | 0.001425 | -0.210574 | -0.024372 | -0.625644 -0.696791 -0.439044 0.0 | 69.19513 55.296095 63.765254 0.0 | nan | 142.270737 | nan | 1495.239425 | 0.000539 | 178.790605 | -0.024372 |
| 2017-03-26 00:00:00 | -1.3 | 0.0 | 0.0 | 0.0 | -25.441066 | 0.0 | 0.9009 1.521 0.819 1.4742 | 0.9009 1.521 0.819 0.0 | 0.0 0.0 0.0 0.0 | 0.043675 0.052786 0.08101 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.018374 0.018374 0.018374 0.0 | 0.018374 0.018374 0.018374 0.0 | 0.0 | 0.0 | 0.005192 | 0.013702 | 0.0 | 1.054745 | 1.4742 | 1.008908 | 0.0 | 0.0 | 0.0 | 14.761623 | 0.0 | -0.162752 | 0.008376 | -0.164823 | -0.019077 | -0.669319 -0.749576 -0.520055 0.0 | 69.176756 55.277721 63.74688 0.0 | nan | 143.157538 | nan | 1510.001048 | 0.005865 | 153.349539 | -0.019077 |
| 2017-03-27 00:00:00 | -1.0 | 0.0 | 0.0 | 0.0 | -20.250865 | 0.0 | 1.1088 1.872 1.008 1.8144 | 1.1088 1.872 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.044306 0.051511 0.072303 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.05 0.05 0.05 0.0 | 0.05 0.05 0.05 0.0 | 0.0 | 0.0 | 0.014309 | 0.037122 | 0.0 | 1.308712 | 1.8144 | 1.238854 | 0.0 | 0.0 | 0.0 | 12.359272 | 0.0 | -0.130262 | 0.026415 | -0.125293 | -0.014501 | -0.713626 -0.801087 -0.592357 0.0 | 69.126756 55.227721 63.69688 0.0 | nan | 144.321678 | nan | 1522.36032 | 0.016571 | 133.098674 | -0.014501 |
| 2017-03-28 00:00:00 | 0.3 | 0.0 | 0.0 | 0.0 | 20.455226 | 0.0 | 1.3167 2.223 1.197 2.1546 | 1.3167 2.223 1.197 0.0 | 0.0 0.0 0.0 0.0 | 0.043337 0.048859 0.06406 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 1.95975 1.95975 1.95975 0.0 | 1.95975 1.95975 1.95975 0.0 | 0.0 | 0.0 | 0.568045 | 1.448509 | 0.0 | 1.56413 | 2.1546 | 1.468779 | 0.0 | 0.0 | 0.0 | -26.896987 | 0.0 | -0.093099 | 0.837818 | 0.695856 | 0.080539 | -0.756962 -0.849946 -0.656418 0.0 | 67.167006 53.267971 61.73713 0.0 | nan | 145.224663 | nan | 1495.463333 | 0.627262 | 153.5539 | 0.080539 |
| 2017-03-29 00:00:00 | 1.0 | 1.5 | 0.0 | 0.0 | 101.239677 | 1.2 | 0.5544 0.936 0.504 0.9072 | 0.5544 0.936 0.504 0.0 | 0.261788 0.000022 0.000144 0.0 | 0.145029 0.238176 0.204206 0.0 | 0.196341 0.000017 0.000108 0.0 | 0.065447 0.000006 0.000036 0.0 | 5.05 5.05 5.05 0.0 | 5.05 5.05 5.05 0.0 | 1.2 | 0.0 | 1.500674 | 3.817214 | 0.0 | 0.502471 | 0.9072 | 0.636636 | 0.0 | 0.0 | 0.0 | -78.73094 | 0.0 | -0.080928 | 2.694684 | 2.575268 | 0.298063 | 0.036221 0.111856 0.339232 0.0 | 62.182453 48.217977 56.687166 0.0 | nan | 144.145533 | nan | 1416.732392 | 1.749792 | 254.793577 | 0.298063 |
| 2017-03-30 00:00:00 | 4.4 | 0.3 | 0.0 | 0.0 | 418.943025 | 0.24 | 1.0395 1.755 0.945 1.701 | 1.0395 1.755 0.945 0.0 | 0.076999 0.000006 0.00005 0.0 | 0.397318 0.624716 0.601935 0.0 | 0.076999 0.000006 0.00005 0.0 | 0.0 0.0 0.0 0.0 | 22.000001 22.000001 22.000001 0.0 | 22.000001 22.000001 22.000001 0.0 | 0.24 | 0.0 | 6.126546 | 16.532316 | 0.0 | 0.800362 | 1.701 | 1.216219 | 0.0 | 0.0 | 0.0 | -161.544409 | 0.0 | -0.062658 | 10.874162 | 10.572195 | 1.223634 | -0.198097 -0.272866 -0.022753 0.0 | 40.182453 26.217977 34.687166 0.0 | nan | 138.756691 | nan | 1255.187983 | 7.407946 | 673.736602 | 1.223634 |
| 2017-03-31 00:00:00 | 7.0 | 0.2 | 0.0 | 0.0 | 607.372089 | 0.16 | 1.8711 3.159 1.701 3.0618 | 1.8711 3.159 1.701 0.0 | 0.023635 0.000001 0.000007 0.0 | 0.346987 0.403331 0.470525 0.0 | 0.023635 0.000001 0.000007 0.0 | 0.0 0.0 0.0 0.0 | 35.0 35.0 35.0 0.0 | 35.0 27.000525 34.73317 0.0 | 0.16 | 0.0 | 8.25291 | 25.160038 | 0.0 | 1.925111 | 3.0618 | 2.127903 | 0.0 | 0.0 | 0.0 | -76.520325 | 0.0 | -1.261609 | 21.302812 | 19.705981 | 2.280785 | -0.408719 -0.516198 -0.333284 0.0 | 5.182453 -0.782549 -0.046004 0.0 | nan | 131.167284 | nan | 1178.667658 | 11.265171 | 1281.108691 | 2.280785 |
| 2017-04-01 00:00:00 | 3.8 | 4.5 | 0.0 | 0.0 | -81.07855 | 3.6 | 1.2825 1.755 0.945 1.728 | 1.2825 1.755 0.945 0.0 | 1.991552 0.031205 0.41364 0.0 | 0.874812 1.427509 0.831579 0.0 | 1.991552 0.031205 0.41364 0.0 | 0.0 0.0 0.0 0.0 | 19.000004 19.000004 19.000004 0.0 | 6.071338 0.26388 0.919082 0.0 | 3.6 | 0.0 | 1.288171 | 3.900178 | 0.0 | 0.379279 | 1.728 | 1.384656 | 0.0 | 0.0 | 0.0 | -30.562687 | 0.0 | -6.0275 | 12.526006 | 6.99667 | 0.8098 | 0.324917 1.625088 2.021496 0.0 | -0.888886 -1.046428 -0.965086 0.0 | nan | 124.230892 | nan | 1148.104971 | 2.639344 | 1200.030141 | 0.8098 |
| 2017-04-02 00:00:00 | 1.4 | 0.0 | 0.0 | 0.0 | -340.988551 | 0.0 | 1.368 1.872 1.008 1.8432 | 1.368 1.872 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.610074 1.639535 1.005973 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 7.013137 7.013137 7.013137 0.0 | 0.093284 0.050482 0.069833 0.0 | 0.0 | 0.0 | 0.016804 | 0.062975 | 0.0 | 0.580566 | 1.8432 | 1.488255 | 0.0 | 0.0 | 0.0 | -17.154119 | 0.0 | -5.054414 | 2.319369 | -2.221876 | -0.257162 | -0.285157 -0.014446 1.015522 0.0 | -0.982169 -1.096911 -1.03492 0.0 | nan | 119.740239 | nan | 1130.950852 | 0.38295 | 859.04159 | -0.257162 |
| 2017-04-03 00:00:00 | 0.1 | 0.0 | 0.0 | 0.0 | -232.375894 | 0.0 | 1.71 2.34 1.26 2.304 | 1.71 2.34 1.26 0.0 | 0.0 0.0 0.0 0.0 | 0.227008 0.478293 1.029736 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 1.298601 1.298601 1.298601 0.0 | 0.01365 0.008194 0.010807 0.0 | 0.0 | 0.0 | 0.002417 | 0.009554 | 0.0 | 1.603371 | 2.304 | 1.835266 | 0.0 | 0.0 | 0.0 | 26.084835 | 0.0 | -2.193309 | 0.336581 | -1.650729 | -0.191057 | -0.512165 -0.492739 -0.014214 0.0 | -0.99582 -1.105105 -1.045727 0.0 | nan | 119.147884 | nan | 1157.035688 | 0.055922 | 626.665696 | -0.191057 |
| 2017-04-04 00:00:00 | -0.1 | 0.0 | 0.0 | 0.0 | -144.910253 | 0.0 | 1.7955 2.457 1.323 2.4192 | 1.7955 2.457 1.323 0.0 | 0.0 0.0 0.0 0.0 | 0.119526 0.161077 0.357025 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.798601 0.798601 0.798601 0.0 | 0.007992 0.004891 0.006391 0.0 | 0.0 | 0.0 | 0.001425 | 0.005619 | 0.0 | 1.875742 | 2.4192 | 1.855415 | 0.0 | 0.0 | 0.0 | 46.208 | 0.0 | -0.974164 | 0.051553 | -0.857075 | -0.099198 | -0.631691 -0.653817 -0.371239 0.0 | -1.003812 -1.109996 -1.052117 0.0 | nan | 120.048036 | nan | 1203.243688 | 0.009988 | 481.755443 | -0.099198 |
| 2017-04-05 00:00:00 | -0.5 | 0.4 | 0.0 | 0.0 | -94.726005 | 0.32 | 1.4535 1.989 1.071 1.9584 | 1.4535 1.989 1.071 0.0 | 0.014441 0.000001 0.000008 0.0 | 0.119686 0.145394 0.209574 0.0 | 0.005415 0.0 0.000003 0.0 | 0.009026 0.000001 0.000005 0.0 | 0.251908 0.251908 0.251908 0.0 | 0.002506 0.00152 0.001978 0.0 | 0.32 | 0.0 | 0.001204 | 0.004324 | 0.0 | 1.498144 | 1.9584 | 1.49419 | 0.0 | 0.0 | 0.0 | 58.485775 | 0.0 | -0.525816 | 0.011002 | -0.485755 | -0.056222 | -0.445818 -0.479212 -0.260821 0.0 | -0.997292 -1.111515 -1.05409 0.0 | nan | 121.01916 | nan | 1261.729463 | 0.003309 | 387.029438 | -0.056222 |
| 2017-04-06 00:00:00 | -0.8 | 0.0 | 0.0 | 0.0 | -66.846089 | 0.0 | 1.4535 1.989 1.071 1.9584 | 1.4535 1.989 1.071 0.0 | 0.0 0.0 0.0 0.0 | 0.126247 0.143936 0.175613 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.096611 0.096611 0.096611 0.0 | 0.000976 0.00058 0.000754 0.0 | 0.0 | 0.0 | 0.000178 | 0.000675 | 0.0 | 1.494152 | 1.9584 | 1.49077 | 0.0 | 0.0 | 0.0 | 46.902684 | 0.0 | -0.338973 | 0.00326 | -0.334947 | -0.038767 | -0.572065 -0.623148 -0.436434 0.0 | -0.998268 -1.112096 -1.054844 0.0 | nan | 122.174161 | nan | 1308.632147 | 0.000724 | 320.183349 | -0.038767 |
| 2017-04-07 00:00:00 | 0.1 | 0.0 | 0.0 | 0.0 | -48.324062 | 0.0 | 0.684 0.936 0.504 0.9216 | 0.684 0.936 0.504 0.0 | 0.0 0.0 0.0 0.0 | 0.042006 0.045668 0.05349 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 1.298601 1.298601 1.298601 0.0 | 0.012714 0.007654 0.009889 0.0 | 0.0 | 0.0 | 0.002358 | 0.008791 | 0.0 | 0.721971 | 0.9216 | 0.698579 | 0.0 | 0.0 | 0.0 | 33.44236 | 0.0 | -0.236485 | 0.005628 | -0.221497 | -0.025636 | -0.61407 -0.668816 -0.489924 0.0 | -1.010982 -1.11975 -1.064734 0.0 | nan | 122.657289 | nan | 1342.074507 | 0.003887 | 271.859287 | -0.025636 |
| 2017-04-08 00:00:00 | 0.6 | 0.0 | 0.0 | 0.0 | -37.190825 | 0.0 | 1.1115 1.521 0.819 1.4976 | 1.1115 1.521 0.819 0.0 | 0.0 0.0 0.0 0.0 | 0.055216 0.058906 0.067478 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 3.184058 3.184058 3.184058 0.0 | 0.028374 0.017708 0.022512 0.0 | 0.0 | 0.0 | 0.005366 | 0.019758 | 0.0 | 1.186879 | 1.4976 | 1.133177 | 0.0 | 0.0 | 0.0 | 23.687595 | 0.0 | -0.172645 | 0.014699 | -0.16782 | -0.019424 | -0.669286 -0.727722 -0.557402 0.0 | -1.039356 -1.137457 -1.087246 0.0 | nan | 123.666156 | nan | 1365.762102 | 0.008947 | 234.668462 | -0.019424 |
| 2017-04-09 00:00:00 | 2.5 | 0.0 | 0.0 | 0.0 | -29.270875 | 0.0 | 2.1375 2.925 1.575 2.88 | 2.1375 2.925 1.575 0.0 | 0.0 0.0 0.0 0.0 | 0.078862 0.082509 0.091992 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 12.500323 12.500323 12.500323 0.0 | 0.085451 0.058277 0.071093 0.0 | 0.0 | 0.0 | 0.016897 | 0.060656 | 0.0 | 2.310526 | 2.88 | 2.175128 | 0.0 | 0.0 | 0.0 | 19.788729 | 0.0 | -0.129945 | 0.044276 | -0.128822 | -0.01491 | -0.748148 -0.810231 -0.649395 0.0 | -1.124807 -1.195734 -1.158339 0.0 | nan | 125.82984 | nan | 1385.550831 | 0.025327 | 205.397587 | -0.01491 |
Click to see the graph
>>> round_(model.check_waterbalance(conditions))
0.0
>>> del model.waterlevelmodel
>>> with model.add_dischargemodel_v2("wq_walrus"):
... crestheight(0.0)
... bankfulldischarge(8.0)
... dischargeexponent(1.5)
no vadose zone¶
>>> lt(SEALED, SEALED, SEALED, WATER)
>>> assert lt.value[0] != model.petmodel.parameters.control.hrutype.values[0] # ToDo
>>> model.petmodel.prepare_zonetypes(lt.values)
>>> test("wland_gd_no_vadose_zone",
... axis1=(fluxes.pc, fluxes.fqs, fluxes.fgs, fluxes.rh),
... axis2=(states.dg, states.hs))
Click to see the table
| date | t | p | fxg | fxs | dhs | pc | pe | pet | tf | ei | rf | sf | pm | am | ps | pve | pv | pq | etve | etv | es | et | gr | fxs | fxg | cdg | fgse | fgs | fqs | rh | r | ic | sp | dve | dv | hge | dg | hq | hs | outlet |
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| 2017-02-10 00:00:00 | -10.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.378 0.378 0.378 0.6588 | 0.378 0.378 0.378 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000067 | 0.000002 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -3.0 -3.0 -3.0 0.0 | -3.0 -3.0 -3.0 0.0 | nan | nan | nan | nan | 0.0 | -2.000067 | 0.0 |
| 2017-02-11 00:00:00 | -9.5 | 0.4 | 0.0 | 0.0 | 0.0 | 0.32 | 0.504 0.504 0.504 0.8784 | 0.504 0.504 0.504 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.000001 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.32 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00024 | 0.000006 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -2.680002 -2.680002 -2.680002 0.0 | -3.0 -3.0 -3.0 0.0 | nan | nan | nan | nan | 0.0 | -1.680307 | 0.0 |
| 2017-02-12 00:00:00 | -8.9 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.441 0.441 0.441 0.7686 | 0.441 0.441 0.441 0.0 | 0.0 0.0 0.0 0.0 | 0.000002 0.000002 0.000002 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00034 | 0.000009 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -2.680004 -2.680004 -2.680004 0.0 | -3.0 -3.0 -3.0 0.0 | nan | nan | nan | nan | 0.0 | -1.680647 | 0.0 |
| 2017-02-13 00:00:00 | -9.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.252 0.252 0.252 0.4392 | 0.252 0.252 0.252 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.000001 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000194 | 0.000005 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -2.680005 -2.680005 -2.680005 0.0 | -3.0 -3.0 -3.0 0.0 | nan | nan | nan | nan | 0.0 | -1.680842 | 0.0 |
| 2017-02-14 00:00:00 | -9.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.252 0.252 0.252 0.4392 | 0.252 0.252 0.252 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.000001 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000194 | 0.000005 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -2.680006 -2.680006 -2.680006 0.0 | -3.0 -3.0 -3.0 0.0 | nan | nan | nan | nan | 0.0 | -1.681036 | 0.0 |
| 2017-02-15 00:00:00 | -6.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.252 0.252 0.252 0.4392 | 0.252 0.252 0.252 0.0 | 0.0 0.0 0.0 0.0 | 0.000001 0.000001 0.000001 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000194 | 0.000005 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -2.680007 -2.680007 -2.680007 0.0 | -3.0 -3.0 -3.0 0.0 | nan | nan | nan | nan | 0.0 | -1.68123 | 0.0 |
| 2017-02-16 00:00:00 | -3.6 | 0.2 | 0.0 | 0.0 | 0.0 | 0.16 | 0.252 0.252 0.252 0.4392 | 0.252 0.252 0.252 0.0 | 0.0 0.0 0.0 0.0 | 0.000002 0.000002 0.000002 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.000008 0.000008 0.000008 0.0 | 0.0 0.0 0.0 0.0 | 0.16 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000299 | 0.000008 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -2.520009 -2.520009 -2.520009 0.0 | -3.0 -3.0 -3.0 0.0 | nan | nan | nan | nan | 0.0 | -1.521529 | 0.0 |
| 2017-02-17 00:00:00 | -3.5 | 4.5 | 0.0 | 0.0 | 0.0 | 3.6 | 0.189 0.189 0.189 0.3294 | 0.189 0.189 0.189 0.0 | 0.002575 0.002575 0.002575 0.0 | 0.05696 0.05696 0.05696 0.0 | 0.0 0.0 0.0 0.0 | 0.002575 0.002575 0.002575 0.0 | 0.000011 0.000011 0.000011 0.0 | 0.0 0.0 0.0 0.0 | 3.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.190061 | 0.059622 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000086 | 0.00001 | 1.020457 1.020457 1.020457 0.0 | -2.997425 -2.997425 -2.997425 0.0 | nan | nan | nan | nan | 0.0 | 1.884092 | 0.00001 |
| 2017-02-18 00:00:00 | -4.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.189 0.189 0.189 0.3294 | 0.189 0.189 0.189 0.0 | 0.0 0.0 0.0 0.0 | 0.186128 0.186128 0.186128 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.32923 | 0.18899 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00031 | 0.000036 | 0.834329 0.834329 0.834329 0.0 | -2.997425 -2.997425 -2.997425 0.0 | nan | nan | nan | nan | 0.0 | 1.539384 | 0.000036 |
| 2017-02-19 00:00:00 | -3.2 | 3.2 | 0.0 | 0.0 | 0.0 | 2.56 | 0.252 0.252 0.252 0.4392 | 0.252 0.252 0.252 0.0 | 0.899276 0.899276 0.899276 0.0 | 0.251443 0.251443 0.251443 0.0 | 0.0 0.0 0.0 0.0 | 0.899276 0.899276 0.899276 0.0 | 0.00003 0.00003 0.00003 0.0 | 0.0 0.0 0.0 0.0 | 2.56 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.43916 | 0.255198 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000585 | 0.000068 | 2.243609 2.243609 2.243609 0.0 | -2.098149 -2.098149 -2.098149 0.0 | nan | nan | nan | nan | 0.0 | 3.630963 | 0.000068 |
| 2017-02-20 00:00:00 | -1.3 | 4.6 | 0.0 | 0.0 | 0.0 | 3.68 | 0.189 0.189 0.189 0.3294 | 0.189 0.189 0.189 0.0 | 3.208267 3.208267 3.208267 0.0 | 0.188997 0.188997 0.188997 0.0 | 0.561447 0.561447 0.561447 0.0 | 2.64682 2.64682 2.64682 0.0 | 0.018374 0.018374 0.018374 0.0 | 0.003734 0.003734 0.003734 0.0 | 3.68 | 0.0 | 0.0 | 0.565181 | 0.0 | 0.0 | 0.3294 | 0.191805 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.312595 | 0.005503 | 0.000637 | 2.526345 2.526345 2.526345 0.0 | 0.544937 0.544937 0.544937 0.0 | nan | nan | nan | nan | 0.252586 | 22.023581 | 0.000637 |
| 2017-02-21 00:00:00 | -2.2 | 2.3 | 0.0 | 0.0 | 0.0 | 1.84 | 0.378 0.378 0.378 0.6588 | 0.378 0.378 0.378 0.0 | 1.618792 1.618792 1.618792 0.0 | 0.377995 0.377995 0.377995 0.0 | 0.0 0.0 0.0 0.0 | 1.618792 1.618792 1.618792 0.0 | 0.000888 0.000888 0.000888 0.0 | 0.000879 0.000879 0.000879 0.0 | 1.84 | 0.0 | 0.0 | 0.000879 | 0.0 | 0.0 | 0.6588 | 0.383611 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.219014 | 0.02176 | 0.002519 | 2.369558 2.369558 2.369558 0.0 | 2.16285 2.16285 2.16285 0.0 | nan | nan | nan | nan | 0.034451 | 32.84847 | 0.002519 |
| 2017-02-22 00:00:00 | -1.5 | 18.0 | 0.0 | 0.0 | 0.0 | 14.4 | 0.504 0.504 0.504 0.8784 | 0.504 0.504 0.504 0.0 | 13.564241 13.564241 13.564241 0.0 | 0.503997 0.503997 0.503997 0.0 | 1.69553 1.69553 1.69553 0.0 | 11.868711 11.868711 11.868711 0.0 | 0.009388 0.009388 0.009388 0.0 | 0.009388 0.009388 0.009388 0.0 | 14.4 | 0.0 | 0.0 | 1.704919 | 0.0 | 0.0 | 0.8784 | 0.511485 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.989471 | 0.061663 | 0.007137 | 2.70132 2.70132 2.70132 0.0 | 14.022173 14.022173 14.022173 0.0 | nan | nan | nan | nan | 0.749898 | 91.771019 | 0.007137 |
| 2017-02-23 00:00:00 | -3.0 | 19.2 | 0.0 | 0.0 | 0.0 | 15.36 | 0.315 0.315 0.315 0.549 | 0.315 0.315 0.315 0.0 | 14.931774 14.931774 14.931774 0.0 | 0.314999 0.314999 0.314999 0.0 | 0.0 0.0 0.0 0.0 | 14.931774 14.931774 14.931774 0.0 | 0.00006 0.00006 0.00006 0.0 | 0.00006 0.00006 0.00006 0.0 | 15.36 | 0.0 | 0.0 | 0.00006 | 0.0 | 0.0 | 0.549 | 0.319679 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.648952 | 0.172668 | 0.019985 | 2.814547 2.814547 2.814547 0.0 | 28.953887 28.953887 28.953887 0.0 | nan | nan | nan | nan | 0.101005 | 129.747281 | 0.019985 |
| 2017-02-24 00:00:00 | -5.0 | 0.4 | 0.0 | 0.0 | 0.0 | 0.32 | 0.504 0.504 0.504 0.8784 | 0.504 0.504 0.504 0.0 | 0.294814 0.294814 0.294814 0.0 | 0.503995 0.503995 0.503995 0.0 | 0.0 0.0 0.0 0.0 | 0.294814 0.294814 0.294814 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.32 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8784 | 0.511484 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.085293 | 0.197859 | 0.0229 | 2.335738 2.335738 2.335738 0.0 | 29.248701 29.248701 29.248701 0.0 | nan | nan | nan | nan | 0.015712 | 123.475311 | 0.0229 |
| 2017-02-25 00:00:00 | -4.9 | 8.3 | 0.0 | 0.0 | 0.0 | 6.64 | 0.315 0.315 0.315 0.549 | 0.315 0.315 0.315 0.0 | 6.056957 6.056957 6.056957 0.0 | 0.314997 0.314997 0.314997 0.0 | 0.0 0.0 0.0 0.0 | 6.056957 6.056957 6.056957 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 6.64 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.549 | 0.319677 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.013676 | 0.186196 | 0.02155 | 2.603784 2.603784 2.603784 0.0 | 35.305657 35.305657 35.305657 0.0 | nan | nan | nan | nan | 0.002036 | 120.92665 | 0.02155 |
| 2017-02-26 00:00:00 | -0.9 | 5.3 | 0.0 | 0.0 | 0.0 | 4.24 | 0.252 0.252 0.252 0.4392 | 0.252 0.252 0.252 0.0 | 3.989852 3.989852 3.989852 0.0 | 0.251998 0.251998 0.251998 0.0 | 1.097209 1.097209 1.097209 0.0 | 2.892643 2.892643 2.892643 0.0 | 0.069591 0.069591 0.069591 0.0 | 0.069591 0.069591 0.069591 0.0 | 4.24 | 0.0 | 0.0 | 1.1668 | 0.0 | 0.0 | 0.4392 | 0.255742 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.663756 | 0.205341 | 0.023766 | 2.601934 2.601934 2.601934 0.0 | 38.128709 38.128709 38.128709 0.0 | nan | nan | nan | nan | 0.50508 | 146.984456 | 0.023766 |
| 2017-02-27 00:00:00 | 1.4 | 0.7 | 0.0 | 0.0 | 0.0 | 0.56 | 0.819 0.819 0.819 1.4274 | 0.819 0.819 0.819 0.0 | 0.404441 0.404441 0.404441 0.0 | 0.818961 0.818961 0.818961 0.0 | 0.343774 0.343774 0.343774 0.0 | 0.060666 0.060666 0.060666 0.0 | 7.013137 7.013137 7.013137 0.0 | 7.013137 7.013137 7.013137 0.0 | 0.56 | 0.0 | 0.0 | 7.356912 | 0.0 | 0.0 | 1.4274 | 0.83113 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.631053 | 0.49186 | 0.056928 | 1.938532 1.938532 1.938532 0.0 | 31.176238 31.176238 31.176238 0.0 | nan | nan | nan | nan | 3.230939 | 348.445657 | 0.056928 |
| 2017-02-28 00:00:00 | -3.4 | 2.7 | 0.0 | 0.0 | 0.0 | 2.16 | 0.567 0.567 0.567 0.9882 | 0.567 0.567 0.567 0.0 | 1.34089 1.34089 1.34089 0.0 | 0.566963 0.566963 0.566963 0.0 | 0.0 0.0 0.0 0.0 | 1.34089 1.34089 1.34089 0.0 | 0.000016 0.000016 0.000016 0.0 | 0.000016 0.000016 0.000016 0.0 | 2.16 | 0.0 | 0.0 | 0.000016 | 0.0 | 0.0 | 0.9882 | 0.575388 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.793519 | 1.150341 | 0.133141 | 2.190679 2.190679 2.190679 0.0 | 32.517112 32.517112 32.517112 0.0 | nan | nan | nan | nan | 0.437436 | 428.982847 | 0.133141 |
| 2017-03-01 00:00:00 | -4.3 | 1.6 | 0.0 | 0.0 | 0.0 | 1.28 | 0.441 0.441 0.441 0.7938 | 0.441 0.441 0.441 0.0 | 0.875908 0.875908 0.875908 0.0 | 0.440979 0.440979 0.440979 0.0 | 0.0 0.0 0.0 0.0 | 0.875908 0.875908 0.875908 0.0 | 0.000001 0.000001 0.000001 0.0 | 0.000001 0.000001 0.000001 0.0 | 1.28 | 0.0 | 0.0 | 0.000001 | 0.0 | 0.0 | 0.7938 | 0.448036 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.378436 | 1.15153 | 0.133279 | 2.153792 2.153792 2.153792 0.0 | 33.393019 33.393019 33.393019 0.0 | nan | nan | nan | nan | 0.059 | 390.435891 | 0.133279 |
| 2017-03-02 00:00:00 | -3.3 | 2.5 | 0.0 | 0.0 | 0.0 | 2.0 | 0.441 0.441 0.441 0.7938 | 0.441 0.441 0.441 0.0 | 1.460731 1.460731 1.460731 0.0 | 0.440983 0.440983 0.440983 0.0 | 0.0 0.0 0.0 0.0 | 1.460731 1.460731 1.460731 0.0 | 0.000022 0.000022 0.000022 0.0 | 0.000022 0.000022 0.000022 0.0 | 2.0 | 0.0 | 0.0 | 0.000022 | 0.0 | 0.0 | 0.7938 | 0.44804 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.049835 | 0.971353 | 0.112425 | 2.252077 2.252077 2.252077 0.0 | 34.853729 34.853729 34.853729 0.0 | nan | nan | nan | nan | 0.009187 | 345.516369 | 0.112425 |
| 2017-03-03 00:00:00 | -2.1 | 0.6 | 0.0 | 0.0 | 0.0 | 0.48 | 0.693 0.693 0.693 1.2474 | 0.693 0.693 0.693 0.0 | 0.242299 0.242299 0.242299 0.0 | 0.692918 0.692918 0.692918 0.0 | 0.0 0.0 0.0 0.0 | 0.242299 0.242299 0.242299 0.0 | 0.001244 0.001244 0.001244 0.0 | 0.001244 0.001244 0.001244 0.0 | 0.48 | 0.0 | 0.0 | 0.001244 | 0.0 | 0.0 | 1.2474 | 0.704008 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.006954 | 0.805985 | 0.093285 | 1.79686 1.79686 1.79686 0.0 | 35.094783 35.094783 35.094783 0.0 | nan | nan | nan | nan | 0.003477 | 304.79046 | 0.093285 |
| 2017-03-04 00:00:00 | -0.3 | 0.2 | 0.0 | 0.0 | 0.0 | 0.16 | 0.63 0.63 0.63 1.134 | 0.63 0.63 0.63 0.0 | 0.020512 0.020512 0.020512 0.0 | 0.629363 0.629363 0.629363 0.0 | 0.008717 0.008717 0.008717 0.0 | 0.011794 0.011794 0.011794 0.0 | 0.45975 0.45975 0.45975 0.0 | 0.45975 0.45975 0.45975 0.0 | 0.16 | 0.0 | 0.0 | 0.468467 | 0.0 | 0.0 | 1.134 | 0.639455 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.271901 | 0.686722 | 0.079482 | 1.306986 1.306986 1.306986 0.0 | 34.646828 34.646828 34.646828 0.0 | nan | nan | nan | nan | 0.200043 | 282.803486 | 0.079482 |
| 2017-03-05 00:00:00 | -1.7 | 1.7 | 0.0 | 0.0 | 0.0 | 1.36 | 0.504 0.504 0.504 0.9072 | 0.504 0.504 0.504 0.0 | 0.260975 0.260975 0.260975 0.0 | 0.503638 0.503638 0.503638 0.0 | 0.019573 0.019573 0.019573 0.0 | 0.241402 0.241402 0.241402 0.0 | 0.00479 0.00479 0.00479 0.0 | 0.00479 0.00479 0.00479 0.0 | 1.36 | 0.0 | 0.0 | 0.024363 | 0.0 | 0.0 | 0.9072 | 0.511709 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.184323 | 0.621006 | 0.071876 | 1.902373 1.902373 1.902373 0.0 | 34.883439 34.883439 34.883439 0.0 | nan | nan | nan | nan | 0.040083 | 261.237836 | 0.071876 |
| 2017-03-06 00:00:00 | -4.3 | 0.3 | 0.0 | 0.0 | 0.0 | 0.24 | 0.378 0.378 0.378 0.6804 | 0.378 0.378 0.378 0.0 | 0.068207 0.068207 0.068207 0.0 | 0.377898 0.377898 0.377898 0.0 | 0.0 0.0 0.0 0.0 | 0.068207 0.068207 0.068207 0.0 | 0.000001 0.000001 0.000001 0.0 | 0.000001 0.000001 0.000001 0.0 | 0.24 | 0.0 | 0.0 | 0.000001 | 0.0 | 0.0 | 0.6804 | 0.383948 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.033848 | 0.539065 | 0.062392 | 1.696269 1.696269 1.696269 0.0 | 34.951645 34.951645 34.951645 0.0 | nan | nan | nan | nan | 0.006235 | 235.502773 | 0.062392 |
| 2017-03-07 00:00:00 | -6.4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.441 0.441 0.441 0.7938 | 0.441 0.441 0.441 0.0 | 0.0 0.0 0.0 0.0 | 0.440409 0.440409 0.440409 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.7938 | 0.447476 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.008314 | 0.460003 | 0.053241 | 1.25586 1.25586 1.25586 0.0 | 34.951645 34.951645 34.951645 0.0 | nan | nan | nan | nan | -0.002078 | 212.116224 | 0.053241 |
| 2017-03-08 00:00:00 | -4.0 | 1.8 | 0.0 | 0.0 | 0.0 | 1.44 | 0.441 0.441 0.441 0.7938 | 0.441 0.441 0.441 0.0 | 0.301973 0.301973 0.301973 0.0 | 0.440654 0.440654 0.440654 0.0 | 0.0 0.0 0.0 0.0 | 0.301973 0.301973 0.301973 0.0 | 0.000002 0.000002 0.000002 0.0 | 0.000002 0.000002 0.000002 0.0 | 1.44 | 0.0 | 0.0 | 0.000002 | 0.0 | 0.0 | 0.7938 | 0.447717 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -0.001793 | 0.39616 | 0.045852 | 1.953233 1.953233 1.953233 0.0 | 35.253616 35.253616 35.253616 0.0 | nan | nan | nan | nan | -0.000284 | 192.866568 | 0.045852 |
| 2017-03-09 00:00:00 | -2.4 | 8.9 | 0.0 | 0.0 | 0.0 | 7.12 | 0.315 0.315 0.315 0.567 | 0.315 0.315 0.315 0.0 | 6.159253 6.159253 6.159253 0.0 | 0.314994 0.314994 0.314994 0.0 | 0.0 0.0 0.0 0.0 | 6.159253 6.159253 6.159253 0.0 | 0.000453 0.000453 0.000453 0.0 | 0.000453 0.000453 0.000453 0.0 | 7.12 | 0.0 | 0.0 | 0.000453 | 0.0 | 0.0 | 0.567 | 0.320034 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000011 | 0.35272 | 0.040824 | 2.598986 2.598986 2.598986 0.0 | 41.412416 41.412416 41.412416 0.0 | nan | nan | nan | nan | 0.000157 | 181.784116 | 0.040824 |
| 2017-03-10 00:00:00 | -2.2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.504 0.504 0.504 0.9072 | 0.504 0.504 0.504 0.0 | 0.0 0.0 0.0 0.0 | 0.503987 0.503987 0.503987 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.000888 0.000888 0.000888 0.0 | 0.000888 0.000888 0.000888 0.0 | 0.0 | 0.0 | 0.0 | 0.000888 | 0.0 | 0.0 | 0.9072 | 0.512051 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000506 | 0.314282 | 0.036375 | 2.094999 2.094999 2.094999 0.0 | 41.411528 41.411528 41.411528 0.0 | nan | nan | nan | nan | 0.00054 | 165.187617 | 0.036375 |
| 2017-03-11 00:00:00 | -2.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.63 0.63 0.63 1.134 | 0.63 0.63 0.63 0.0 | 0.0 0.0 0.0 0.0 | 0.629751 0.629751 0.629751 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.000634 0.000634 0.000634 0.0 | 0.000634 0.000634 0.000634 0.0 | 0.0 | 0.0 | 0.0 | 0.000634 | 0.0 | 0.0 | 1.134 | 0.639836 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000931 | 0.272705 | 0.031563 | 1.465249 1.465249 1.465249 0.0 | 41.410894 41.410894 41.410894 0.0 | nan | nan | nan | nan | 0.000243 | 150.463971 | 0.031563 |
| 2017-03-12 00:00:00 | -3.4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.756 0.756 0.756 1.3608 | 0.756 0.756 0.756 0.0 | 0.0 0.0 0.0 0.0 | 0.748148 0.748148 0.748148 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.000016 0.000016 0.000016 0.0 | 0.000016 0.000016 0.000016 0.0 | 0.0 | 0.0 | 0.0 | 0.000016 | 0.0 | 0.0 | 1.3608 | 0.760401 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000329 | 0.237333 | 0.027469 | 0.717101 0.717101 0.717101 0.0 | 41.410879 41.410879 41.410879 0.0 | nan | nan | nan | nan | -0.000071 | 137.25262 | 0.027469 |
| 2017-03-13 00:00:00 | -3.8 | 0.9 | 0.0 | 0.0 | 0.0 | 0.72 | 0.567 0.567 0.567 1.0206 | 0.567 0.567 0.567 0.0 | 0.002965 0.002965 0.002965 0.0 | 0.552718 0.552718 0.552718 0.0 | 0.0 0.0 0.0 0.0 | 0.002965 0.002965 0.002965 0.0 | 0.000004 0.000004 0.000004 0.0 | 0.000004 0.000004 0.000004 0.0 | 0.72 | 0.0 | 0.0 | 0.000004 | 0.0 | 0.0 | 1.0206 | 0.562076 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -0.000093 | 0.208385 | 0.024119 | 0.881418 0.881418 0.881418 0.0 | 41.41384 41.41384 41.41384 0.0 | nan | nan | nan | nan | 0.000026 | 126.528211 | 0.024119 |
| 2017-03-14 00:00:00 | -0.6 | 0.1 | 0.0 | 0.0 | 0.0 | 0.08 | 0.567 0.567 0.567 1.0206 | 0.567 0.567 0.567 0.0 | 0.000192 0.000192 0.000192 0.0 | 0.535229 0.535229 0.535229 0.0 | 0.000067 0.000067 0.000067 0.0 | 0.000125 0.000125 0.000125 0.0 | 0.184058 0.184058 0.184058 0.0 | 0.184058 0.184058 0.184058 0.0 | 0.08 | 0.0 | 0.0 | 0.184125 | 0.0 | 0.0 | 1.0206 | 0.544936 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.106415 | 0.188324 | 0.021797 | 0.425997 0.425997 0.425997 0.0 | 41.229907 41.229907 41.229907 0.0 | nan | nan | nan | nan | 0.077736 | 121.385715 | 0.021797 |
| 2017-03-15 00:00:00 | -1.7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.756 0.756 0.756 1.3608 | 0.756 0.756 0.756 0.0 | 0.0 0.0 0.0 0.0 | 0.492029 0.492029 0.492029 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.00479 0.00479 0.00479 0.0 | 0.00479 0.00479 0.00479 0.0 | 0.0 | 0.0 | 0.0 | 0.00479 | 0.0 | 0.0 | 1.3608 | 0.509404 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.068412 | 0.177555 | 0.02055 | -0.066032 -0.066032 -0.066032 0.0 | 41.225117 41.225117 41.225117 0.0 | nan | nan | nan | nan | 0.014115 | 114.499349 | 0.02055 |
| 2017-03-16 00:00:00 | 0.7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.882 0.882 0.882 1.5876 | 0.882 0.882 0.882 0.0 | 0.0 0.0 0.0 0.0 | 0.249425 0.249425 0.249425 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 3.633659 3.633659 3.633659 0.0 | 3.633659 3.633659 3.633659 0.0 | 0.0 | 0.0 | 0.0 | 3.633659 | 0.0 | 0.0 | 1.5876 | 0.276189 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.075009 | 0.24936 | 0.028861 | -0.315457 -0.315457 -0.315457 0.0 | 37.591458 37.591458 37.591458 0.0 | nan | nan | nan | nan | 1.572764 | 202.11922 | 0.028861 |
| 2017-03-17 00:00:00 | -1.6 | 3.9 | 0.0 | 0.0 | 0.0 | 3.12 | 0.693 0.693 0.693 1.2474 | 0.693 0.693 0.693 0.0 | 0.251138 0.251138 0.251138 0.0 | 0.602565 0.602565 0.602565 0.0 | 0.025114 0.025114 0.025114 0.0 | 0.226024 0.226024 0.226024 0.0 | 0.006707 0.006707 0.006707 0.0 | 0.006707 0.006707 0.006707 0.0 | 3.12 | 0.0 | 0.0 | 0.031821 | 0.0 | 0.0 | 1.2474 | 0.615461 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.369598 | 0.496609 | 0.057478 | 1.950841 1.950841 1.950841 0.0 | 37.810775 37.810775 37.810775 0.0 | nan | nan | nan | nan | 0.234987 | 246.271666 | 0.057478 |
| 2017-03-18 00:00:00 | -2.8 | 8.7 | 0.0 | 0.0 | 0.0 | 6.96 | 0.693 0.693 0.693 1.2474 | 0.693 0.693 0.693 0.0 | 5.752427 5.752427 5.752427 0.0 | 0.692984 0.692984 0.692984 0.0 | 0.0 0.0 0.0 0.0 | 5.752427 5.752427 5.752427 0.0 | 0.000117 0.000117 0.000117 0.0 | 0.000117 0.000117 0.000117 0.0 | 6.96 | 0.0 | 0.0 | 0.000117 | 0.0 | 0.0 | 1.2474 | 0.704072 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.20355 | 0.520082 | 0.060195 | 2.46543 2.46543 2.46543 0.0 | 43.563084 43.563084 43.563084 0.0 | nan | nan | nan | nan | 0.031555 | 235.954109 | 0.060195 |
| 2017-03-19 00:00:00 | -2.9 | 26.4 | 0.0 | 0.0 | 0.0 | 21.12 | 0.315 0.315 0.315 0.567 | 0.315 0.315 0.315 0.0 | 20.411176 20.411176 20.411176 0.0 | 0.314999 0.314999 0.314999 0.0 | 0.0 0.0 0.0 0.0 | 20.411176 20.411176 20.411176 0.0 | 0.000084 0.000084 0.000084 0.0 | 0.000084 0.000084 0.000084 0.0 | 21.12 | 0.0 | 0.0 | 0.000084 | 0.0 | 0.0 | 0.567 | 0.320039 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.027353 | 0.495111 | 0.057305 | 2.859255 2.859255 2.859255 0.0 | 63.974177 63.974177 63.974177 0.0 | nan | nan | nan | nan | 0.004285 | 233.091874 | 0.057305 |
| 2017-03-20 00:00:00 | 0.7 | 11.5 | 0.0 | 0.0 | 0.0 | 9.2 | 0.378 0.378 0.378 0.6804 | 0.378 0.378 0.378 0.0 | 8.951477 8.951477 8.951477 0.0 | 0.377999 0.377999 0.377999 0.0 | 6.042247 6.042247 6.042247 0.0 | 2.90923 2.90923 2.90923 0.0 | 3.633659 3.633659 3.633659 0.0 | 3.633659 3.633659 3.633659 0.0 | 9.2 | 0.0 | 0.0 | 9.675906 | 0.0 | 0.0 | 0.6804 | 0.384047 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 5.502898 | 0.817301 | 0.094595 | 2.72978 2.72978 2.72978 0.0 | 63.249748 63.249748 63.249748 0.0 | nan | nan | nan | nan | 4.177293 | 470.388437 | 0.094595 |
| 2017-03-21 00:00:00 | -1.8 | 0.9 | 0.0 | 0.0 | 0.0 | 0.72 | 0.945 0.945 0.945 1.701 | 0.945 0.945 0.945 0.0 | 0.548136 0.548136 0.548136 0.0 | 0.944963 0.944963 0.944963 0.0 | 0.027407 0.027407 0.027407 0.0 | 0.520729 0.520729 0.520729 0.0 | 0.00342 0.00342 0.00342 0.0 | 0.00342 0.00342 0.00342 0.0 | 0.72 | 0.0 | 0.0 | 0.030827 | 0.0 | 0.0 | 1.701 | 0.960084 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.630626 | 1.749968 | 0.202543 | 1.956681 1.956681 1.956681 0.0 | 63.767056 63.767056 63.767056 0.0 | nan | nan | nan | nan | 0.577494 | 559.809702 | 0.202543 |
| 2017-03-22 00:00:00 | -2.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.26 1.26 1.26 2.268 | 1.26 1.26 1.26 0.0 | 0.0 0.0 0.0 0.0 | 1.251526 1.251526 1.251526 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.001244 0.001244 0.001244 0.0 | 0.001244 0.001244 0.001244 0.0 | 0.0 | 0.0 | 0.0 | 0.001244 | 0.0 | 0.0 | 2.268 | 1.271856 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.500436 | 1.687171 | 0.195274 | 0.705154 0.705154 0.705154 0.0 | 63.765812 63.765812 63.765812 0.0 | nan | nan | nan | nan | 0.078302 | 497.704544 | 0.195274 |
| 2017-03-23 00:00:00 | -2.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.008 1.008 1.008 1.8144 | 1.008 1.008 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.74934 0.74934 0.74934 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.000117 0.000117 0.000117 0.0 | 0.000117 0.000117 0.000117 0.0 | 0.0 | 0.0 | 0.0 | 0.000117 | 0.0 | 0.0 | 1.8144 | 0.770641 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.06619 | 1.374635 | 0.159101 | -0.044186 -0.044186 -0.044186 0.0 | 63.765695 63.765695 63.765695 0.0 | nan | nan | nan | nan | 0.01223 | 430.401718 | 0.159101 |
| 2017-03-24 00:00:00 | -2.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.008 1.008 1.008 1.8144 | 1.008 1.008 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.286063 0.286063 0.286063 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.000117 0.000117 0.000117 0.0 | 0.000117 0.000117 0.000117 0.0 | 0.0 | 0.0 | 0.0 | 0.000117 | 0.0 | 0.0 | 1.8144 | 0.31663 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.008232 | 1.107468 | 0.128179 | -0.330248 -0.330248 -0.330248 0.0 | 63.765577 63.765577 63.765577 0.0 | nan | nan | nan | nan | 0.004116 | 373.617276 | 0.128179 |
| 2017-03-25 00:00:00 | -2.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.756 0.756 0.756 1.3608 | 0.756 0.756 0.756 0.0 | 0.0 0.0 0.0 0.0 | 0.109167 0.109167 0.109167 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.001244 0.001244 0.001244 0.0 | 0.001244 0.001244 0.001244 0.0 | 0.0 | 0.0 | 0.0 | 0.001244 | 0.0 | 0.0 | 1.3608 | 0.134199 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.005903 | 0.901366 | 0.104325 | -0.439415 -0.439415 -0.439415 0.0 | 63.764333 63.764333 63.764333 0.0 | nan | nan | nan | nan | -0.000542 | 327.477421 | 0.104325 |
| 2017-03-26 00:00:00 | -1.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.819 0.819 0.819 1.4742 | 0.819 0.819 0.819 0.0 | 0.0 0.0 0.0 0.0 | 0.080905 0.080905 0.080905 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.018374 0.018374 0.018374 0.0 | 0.018374 0.018374 0.018374 0.0 | 0.0 | 0.0 | 0.0 | 0.018374 | 0.0 | 0.0 | 1.4742 | 0.108771 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.011888 | 0.743612 | 0.086066 | -0.52032 -0.52032 -0.52032 0.0 | 63.745958 63.745958 63.745958 0.0 | nan | nan | nan | nan | 0.005944 | 289.405125 | 0.086066 |
| 2017-03-27 00:00:00 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.008 1.008 1.008 1.8144 | 1.008 1.008 1.008 0.0 | 0.0 0.0 0.0 0.0 | 0.072233 0.072233 0.072233 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.05 0.05 0.05 0.0 | 0.05 0.05 0.05 0.0 | 0.0 | 0.0 | 0.0 | 0.05 | 0.0 | 0.0 | 1.8144 | 0.107076 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.032214 | 0.622194 | 0.072013 | -0.592552 -0.592552 -0.592552 0.0 | 63.695958 63.695958 63.695958 0.0 | nan | nan | nan | nan | 0.02373 | 258.059532 | 0.072013 |
| 2017-03-28 00:00:00 | 0.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.197 1.197 1.197 2.1546 | 1.197 1.197 1.197 0.0 | 0.0 0.0 0.0 0.0 | 0.064013 0.064013 0.064013 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 1.95975 1.95975 1.95975 0.0 | 1.95975 1.95975 1.95975 0.0 | 0.0 | 0.0 | 0.0 | 1.95975 | 0.0 | 0.0 | 2.1546 | 0.105825 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.132357 | 0.590953 | 0.068397 | -0.656565 -0.656565 -0.656565 0.0 | 61.736209 61.736209 61.736209 0.0 | nan | nan | nan | nan | 0.851123 | 281.842756 | 0.068397 |
| 2017-03-29 00:00:00 | 1.0 | 1.5 | 0.0 | 0.0 | 0.0 | 1.2 | 0.504 0.504 0.504 0.9072 | 0.504 0.504 0.504 0.0 | 0.000144 0.000144 0.000144 0.0 | 0.204166 0.204166 0.204166 0.0 | 0.000108 0.000108 0.000108 0.0 | 0.000036 0.000036 0.000036 0.0 | 5.05 5.05 5.05 0.0 | 5.05 5.05 5.05 0.0 | 1.2 | 0.0 | 0.0 | 5.050108 | 0.0 | 0.0 | 0.9072 | 0.218227 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.602778 | 0.866616 | 0.100303 | 0.339124 0.339124 0.339124 0.0 | 56.686245 56.686245 56.686245 0.0 | nan | nan | nan | nan | 2.298453 | 415.340864 | 0.100303 |
| 2017-03-30 00:00:00 | 4.4 | 0.3 | 0.0 | 0.0 | 0.0 | 0.24 | 0.945 0.945 0.945 1.701 | 0.945 0.945 0.945 0.0 | 0.00005 0.00005 0.00005 0.0 | 0.601868 0.601868 0.601868 0.0 | 0.00005 0.00005 0.00005 0.0 | 0.0 0.0 0.0 0.0 | 22.000001 22.000001 22.000001 0.0 | 22.000001 22.000001 22.000001 0.0 | 0.24 | 0.0 | 0.0 | 22.000051 | 0.0 | 0.0 | 1.701 | 0.62385 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 14.476228 | 2.422961 | 0.280435 | -0.022794 -0.022794 -0.022794 0.0 | 34.686244 34.686244 34.686244 0.0 | nan | nan | nan | nan | 9.822275 | 1002.066976 | 0.280435 |
| 2017-03-31 00:00:00 | 7.0 | 0.2 | 0.0 | 0.0 | 0.0 | 0.16 | 1.701 1.701 1.701 3.0618 | 1.701 1.701 1.701 0.0 | 0.000007 0.000007 0.000007 0.0 | 0.470491 0.470491 0.470491 0.0 | 0.000007 0.000007 0.000007 0.0 | 0.0 0.0 0.0 0.0 | 35.0 35.0 35.0 0.0 | 34.731609 34.731609 34.731609 0.0 | 0.16 | 0.0 | 0.0 | 34.731616 | 0.0 | 0.0 | 3.0618 | 0.522317 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 28.356183 | 7.950003 | 0.920139 | -0.333291 -0.333291 -0.333291 0.0 | -0.045365 -0.045365 -0.045365 0.0 | nan | nan | nan | nan | 16.197708 | 1991.118031 | 0.920139 |
| 2017-04-01 00:00:00 | 3.8 | 4.5 | 0.0 | 0.0 | 0.0 | 3.6 | 0.945 0.945 0.945 1.728 | 0.945 0.945 0.945 0.0 | 0.413728 0.413728 0.413728 0.0 | 0.831573 0.831573 0.831573 0.0 | 0.413728 0.413728 0.413728 0.0 | 0.0 0.0 0.0 0.0 | 19.000004 19.000004 19.000004 0.0 | 0.919718 0.919718 0.919718 0.0 | 3.6 | 0.0 | 0.0 | 1.333446 | 0.0 | 0.0 | 1.728 | 0.849501 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 14.790422 | 13.481342 | 1.56034 | 2.021409 2.021409 2.021409 0.0 | -0.965084 -0.965084 -0.965084 0.0 | nan | nan | nan | nan | 2.740732 | 2043.653612 | 1.56034 |
| 2017-04-02 00:00:00 | 1.4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.008 1.008 1.008 1.8432 | 1.008 1.008 1.008 0.0 | 0.0 0.0 0.0 0.0 | 1.005972 1.005972 1.005972 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 7.013137 7.013137 7.013137 0.0 | 0.069834 0.069834 0.069834 0.0 | 0.0 | 0.0 | 0.0 | 0.069834 | 0.0 | 0.0 | 1.8432 | 1.022717 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.410784 | 10.827169 | 1.253145 | 1.015436 1.015436 1.015436 0.0 | -1.034918 -1.034918 -1.034918 0.0 | nan | nan | nan | nan | 0.399782 | 1618.580384 | 1.253145 |
| 2017-04-03 00:00:00 | 0.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.26 1.26 1.26 2.304 | 1.26 1.26 1.26 0.0 | 0.0 0.0 0.0 0.0 | 1.029652 1.029652 1.029652 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 1.298601 1.298601 1.298601 0.0 | 0.010807 0.010807 0.010807 0.0 | 0.0 | 0.0 | 0.0 | 0.010807 | 0.0 | 0.0 | 2.304 | 1.055139 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.351386 | 7.464324 | 0.863926 | -0.014216 -0.014216 -0.014216 0.0 | -1.045725 -1.045725 -1.045725 0.0 | nan | nan | nan | nan | 0.059203 | 1260.278116 | 0.863926 |
| 2017-04-04 00:00:00 | -0.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.323 1.323 1.323 2.4192 | 1.323 1.323 1.323 0.0 | 0.0 0.0 0.0 0.0 | 0.35708 0.35708 0.35708 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.798601 0.798601 0.798601 0.0 | 0.006391 0.006391 0.006391 0.0 | 0.0 | 0.0 | 0.0 | 0.006391 | 0.0 | 0.0 | 2.4192 | 0.398323 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.053701 | 5.194291 | 0.601191 | -0.371296 -0.371296 -0.371296 0.0 | -1.052115 -1.052115 -1.052115 0.0 | nan | nan | nan | nan | 0.011893 | 1000.775704 | 0.601191 |
| 2017-04-05 00:00:00 | -0.5 | 0.4 | 0.0 | 0.0 | 0.0 | 0.32 | 1.071 1.071 1.071 1.9584 | 1.071 1.071 1.071 0.0 | 0.000008 0.000008 0.000008 0.0 | 0.210309 0.210309 0.210309 0.0 | 0.000003 0.000003 0.000003 0.0 | 0.000005 0.000005 0.000005 0.0 | 0.251908 0.251908 0.251908 0.0 | 0.001978 0.001978 0.001978 0.0 | 0.32 | 0.0 | 0.0 | 0.001981 | 0.0 | 0.0 | 1.9584 | 0.24527 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.009252 | 3.736082 | 0.432417 | -0.261613 -0.261613 -0.261613 0.0 | -1.054088 -1.054088 -1.054088 0.0 | nan | nan | nan | nan | 0.004622 | 812.78656 | 0.432417 |
| 2017-04-06 00:00:00 | -0.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.071 1.071 1.071 1.9584 | 1.071 1.071 1.071 0.0 | 0.0 0.0 0.0 0.0 | 0.175292 0.175292 0.175292 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 0.096611 0.096611 0.096611 0.0 | 0.000754 0.000754 0.000754 0.0 | 0.0 | 0.0 | 0.0 | 0.000754 | 0.0 | 0.0 | 1.9584 | 0.210954 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.003584 | 2.771673 | 0.320795 | -0.436905 -0.436905 -0.436905 0.0 | -1.054842 -1.054842 -1.054842 0.0 | nan | nan | nan | nan | 0.001792 | 672.420148 | 0.320795 |
| 2017-04-07 00:00:00 | 0.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.504 0.504 0.504 0.9216 | 0.504 0.504 0.504 0.0 | 0.0 0.0 0.0 0.0 | 0.053397 0.053397 0.053397 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 1.298601 1.298601 1.298601 0.0 | 0.009889 0.009889 0.009889 0.0 | 0.0 | 0.0 | 0.0 | 0.009889 | 0.0 | 0.0 | 0.9216 | 0.070761 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.007862 | 2.112451 | 0.244497 | -0.490302 -0.490302 -0.490302 0.0 | -1.064732 -1.064732 -1.064732 0.0 | nan | nan | nan | nan | 0.003819 | 566.261243 | 0.244497 |
| 2017-04-08 00:00:00 | 0.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.819 0.819 0.819 1.4976 | 0.819 0.819 0.819 0.0 | 0.0 0.0 0.0 0.0 | 0.067384 0.067384 0.067384 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 3.184058 3.184058 3.184058 0.0 | 0.022513 0.022513 0.022513 0.0 | 0.0 | 0.0 | 0.0 | 0.022513 | 0.0 | 0.0 | 1.4976 | 0.095989 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.017946 | 1.648182 | 0.190762 | -0.557687 -0.557687 -0.557687 0.0 | -1.087244 -1.087244 -1.087244 0.0 | nan | nan | nan | nan | 0.008385 | 483.233915 | 0.190762 |
| 2017-04-09 00:00:00 | 2.5 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.575 1.575 1.575 2.88 | 1.575 1.575 1.575 0.0 | 0.0 0.0 0.0 0.0 | 0.091899 0.091899 0.091899 0.0 | 0.0 0.0 0.0 0.0 | 0.0 0.0 0.0 0.0 | 12.500323 12.500323 12.500323 0.0 | 0.071094 0.071094 0.071094 0.0 | 0.0 | 0.0 | 0.0 | 0.071094 | 0.0 | 0.0 | 2.88 | 0.147661 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.049923 | 1.310392 | 0.151666 | -0.649586 -0.649586 -0.649586 0.0 | -1.158338 -1.158338 -1.158338 0.0 | nan | nan | nan | nan | 0.029557 | 417.280525 | 0.151666 |
Click to see the graph
>>> round_(model.check_waterbalance(conditions))
0.0
no land area¶
>>> nu(1)
>>> aur(1.0)
>>> lt(WATER)
>>> er(False)
>>> model.update_parameters()
>>> model.petmodel.parameters.control.dampingfactor(1.0)
>>> model.petmodel.retmodel.parameters.control.evapotranspirationfactor(0.9)
>>> test.inits.ic = 0.0
>>> test.inits.sp = 0.0
>>> test.reset_inits()
>>> conditions = model.conditions
>>> test("wland_gd_no_land_area",
... axis1=(fluxes.pc, fluxes.et, fluxes.rh),
... axis2=(states.hs,))
Click to see the table
| date | t | p | fxg | fxs | dhs | pc | pe | pet | tf | ei | rf | sf | pm | am | ps | pve | pv | pq | etve | etv | es | et | gr | fxs | fxg | cdg | fgse | fgs | fqs | rh | r | ic | sp | dve | dv | hge | dg | hq | hs | outlet |
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| 2017-02-10 00:00:00 | -10.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6588 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000067 | 0.000067 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | -2.000067 | 0.0 |
| 2017-02-11 00:00:00 | -9.5 | 0.4 | 0.0 | 0.0 | 0.0 | 0.32 | 0.8784 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.32 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00024 | 0.00024 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | -1.680307 | 0.0 |
| 2017-02-12 00:00:00 | -8.9 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.7686 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00034 | 0.00034 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | -1.680647 | 0.0 |
| 2017-02-13 00:00:00 | -9.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.4392 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000194 | 0.000194 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | -1.680841 | 0.0 |
| 2017-02-14 00:00:00 | -9.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.4392 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000194 | 0.000194 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | -1.681035 | 0.0 |
| 2017-02-15 00:00:00 | -6.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.4392 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000194 | 0.000194 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | -1.681229 | 0.0 |
| 2017-02-16 00:00:00 | -3.6 | 0.2 | 0.0 | 0.0 | 0.0 | 0.16 | 0.4392 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.16 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000299 | 0.000299 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | -1.521528 | 0.0 |
| 2017-02-17 00:00:00 | -3.5 | 4.5 | 0.0 | 0.0 | 0.0 | 3.6 | 0.3294 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.188582 | 0.188582 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000088 | 0.00001 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 1.889802 | 0.00001 |
| 2017-02-18 00:00:00 | -4.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.3294 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.329245 | 0.329245 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000313 | 0.000036 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 1.560243 | 0.000036 |
| 2017-02-19 00:00:00 | -3.2 | 3.2 | 0.0 | 0.0 | 0.0 | 2.56 | 0.4392 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.56 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.439031 | 0.439031 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000621 | 0.000072 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 3.680592 | 0.000072 |
| 2017-02-20 00:00:00 | -1.3 | 4.6 | 0.0 | 0.0 | 0.0 | 3.68 | 0.3294 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.68 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.3294 | 0.3294 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00177 | 0.000205 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 7.029422 | 0.000205 |
| 2017-02-21 00:00:00 | -2.2 | 2.3 | 0.0 | 0.0 | 0.0 | 1.84 | 0.6588 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.84 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6588 | 0.6588 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.002902 | 0.000336 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 8.20772 | 0.000336 |
| 2017-02-22 00:00:00 | -1.5 | 18.0 | 0.0 | 0.0 | 0.0 | 14.4 | 0.8784 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 14.4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8784 | 0.8784 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.008592 | 0.000994 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 21.720728 | 0.000994 |
| 2017-02-23 00:00:00 | -3.0 | 19.2 | 0.0 | 0.0 | 0.0 | 15.36 | 0.549 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 15.36 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.549 | 0.549 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.022164 | 0.002565 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 36.509564 | 0.002565 |
| 2017-02-24 00:00:00 | -5.0 | 0.4 | 0.0 | 0.0 | 0.0 | 0.32 | 0.8784 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.32 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.8784 | 0.8784 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.030012 | 0.003474 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 35.921151 | 0.003474 |
| 2017-02-25 00:00:00 | -4.9 | 8.3 | 0.0 | 0.0 | 0.0 | 6.64 | 0.549 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 6.64 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.549 | 0.549 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.033553 | 0.003883 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 41.978598 | 0.003883 |
| 2017-02-26 00:00:00 | -0.9 | 5.3 | 0.0 | 0.0 | 0.0 | 4.24 | 0.4392 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.24 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.4392 | 0.4392 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.040028 | 0.004633 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 45.739371 | 0.004633 |
| 2017-02-27 00:00:00 | 1.4 | 0.7 | 0.0 | 0.0 | 0.0 | 0.56 | 1.4274 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.56 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.4274 | 1.4274 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.041965 | 0.004857 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 44.830005 | 0.004857 |
| 2017-02-28 00:00:00 | -3.4 | 2.7 | 0.0 | 0.0 | 0.0 | 2.16 | 0.9882 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.16 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9882 | 0.9882 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.042121 | 0.004875 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 45.959685 | 0.004875 |
| 2017-03-01 00:00:00 | -4.3 | 1.6 | 0.0 | 0.0 | 0.0 | 1.28 | 0.7938 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.28 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.7938 | 0.7938 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.043217 | 0.005002 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 46.402668 | 0.005002 |
| 2017-03-02 00:00:00 | -3.3 | 2.5 | 0.0 | 0.0 | 0.0 | 2.0 | 0.7938 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.7938 | 0.7938 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.044351 | 0.005133 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 47.564517 | 0.005133 |
| 2017-03-03 00:00:00 | -2.1 | 0.6 | 0.0 | 0.0 | 0.0 | 0.48 | 1.2474 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.48 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.2474 | 1.2474 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.044597 | 0.005162 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 46.75252 | 0.005162 |
| 2017-03-04 00:00:00 | -0.3 | 0.2 | 0.0 | 0.0 | 0.0 | 0.16 | 1.134 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.16 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.134 | 1.134 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.043306 | 0.005012 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 45.735214 | 0.005012 |
| 2017-03-05 00:00:00 | -1.7 | 1.7 | 0.0 | 0.0 | 0.0 | 1.36 | 0.9072 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.36 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9072 | 0.9072 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.042879 | 0.004963 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 46.145135 | 0.004963 |
| 2017-03-06 00:00:00 | -4.3 | 0.3 | 0.0 | 0.0 | 0.0 | 0.24 | 0.6804 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.24 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6804 | 0.6804 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.042828 | 0.004957 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 45.661907 | 0.004957 |
| 2017-03-07 00:00:00 | -6.4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.7938 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.7938 | 0.7938 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.041909 | 0.004851 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 44.826198 | 0.004851 |
| 2017-03-08 00:00:00 | -4.0 | 1.8 | 0.0 | 0.0 | 0.0 | 1.44 | 0.7938 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.44 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.7938 | 0.7938 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.041748 | 0.004832 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 45.43065 | 0.004832 |
| 2017-03-09 00:00:00 | -2.4 | 8.9 | 0.0 | 0.0 | 0.0 | 7.12 | 0.567 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 7.12 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.567 | 0.567 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.046858 | 0.005423 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 51.936792 | 0.005423 |
| 2017-03-10 00:00:00 | -2.2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9072 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9072 | 0.9072 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.050832 | 0.005883 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 50.978759 | 0.005883 |
| 2017-03-11 00:00:00 | -2.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.134 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.134 | 1.134 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.049255 | 0.005701 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 49.795504 | 0.005701 |
| 2017-03-12 00:00:00 | -3.4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.3608 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.3608 | 1.3608 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.047368 | 0.005482 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 48.387336 | 0.005482 |
| 2017-03-13 00:00:00 | -3.8 | 0.9 | 0.0 | 0.0 | 0.0 | 0.72 | 1.0206 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.72 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0206 | 1.0206 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.046101 | 0.005336 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 48.040635 | 0.005336 |
| 2017-03-14 00:00:00 | -0.6 | 0.1 | 0.0 | 0.0 | 0.0 | 0.08 | 1.0206 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.08 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0206 | 1.0206 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.04515 | 0.005226 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 47.054884 | 0.005226 |
| 2017-03-15 00:00:00 | -1.7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.3608 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.3608 | 1.3608 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.043461 | 0.00503 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 45.650624 | 0.00503 |
| 2017-03-16 00:00:00 | 0.7 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.5876 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.5876 | 1.5876 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.041347 | 0.004786 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 44.021677 | 0.004786 |
| 2017-03-17 00:00:00 | -1.6 | 3.9 | 0.0 | 0.0 | 0.0 | 3.12 | 1.2474 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.12 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.2474 | 1.2474 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.04149 | 0.004802 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 45.852787 | 0.004802 |
| 2017-03-18 00:00:00 | -2.8 | 8.7 | 0.0 | 0.0 | 0.0 | 6.96 | 1.2474 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 6.96 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.2474 | 1.2474 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.046842 | 0.005422 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 51.518546 | 0.005422 |
| 2017-03-19 00:00:00 | -2.9 | 26.4 | 0.0 | 0.0 | 0.0 | 21.12 | 0.567 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 21.12 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.567 | 0.567 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.067073 | 0.007763 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 72.004472 | 0.007763 |
| 2017-03-20 00:00:00 | 0.7 | 11.5 | 0.0 | 0.0 | 0.0 | 9.2 | 0.6804 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 9.2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.6804 | 0.6804 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.091743 | 0.010618 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 80.432329 | 0.010618 |
| 2017-03-21 00:00:00 | -1.8 | 0.9 | 0.0 | 0.0 | 0.0 | 0.72 | 1.701 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.72 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.701 | 1.701 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.098337 | 0.011382 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 79.352992 | 0.011382 |
| 2017-03-22 00:00:00 | -2.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.268 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.268 | 2.268 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.095182 | 0.011016 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 76.98981 | 0.011016 |
| 2017-03-23 00:00:00 | -2.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.8144 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.8144 | 1.8144 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.091308 | 0.010568 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 75.084102 | 0.010568 |
| 2017-03-24 00:00:00 | -2.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.8144 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.8144 | 1.8144 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0879 | 0.010174 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 73.181802 | 0.010174 |
| 2017-03-25 00:00:00 | -2.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.3608 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.3608 | 1.3608 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.084938 | 0.009831 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 71.736064 | 0.009831 |
| 2017-03-26 00:00:00 | -1.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.4742 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.4742 | 1.4742 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.082313 | 0.009527 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 70.179552 | 0.009527 |
| 2017-03-27 00:00:00 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.8144 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.8144 | 1.8144 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.079331 | 0.009182 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 68.285821 | 0.009182 |
| 2017-03-28 00:00:00 | 0.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.1546 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.1546 | 2.1546 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.075815 | 0.008775 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 66.055405 | 0.008775 |
| 2017-03-29 00:00:00 | 1.0 | 1.5 | 0.0 | 0.0 | 0.0 | 1.2 | 0.9072 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9072 | 0.9072 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.074113 | 0.008578 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 66.274092 | 0.008578 |
| 2017-03-30 00:00:00 | 4.4 | 0.3 | 0.0 | 0.0 | 0.0 | 0.24 | 1.701 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.24 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.701 | 1.701 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.073013 | 0.008451 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 64.740079 | 0.008451 |
| 2017-03-31 00:00:00 | 7.0 | 0.2 | 0.0 | 0.0 | 0.0 | 0.16 | 3.0618 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.16 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.0618 | 3.0618 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.06929 | 0.00802 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 61.76899 | 0.00802 |
| 2017-04-01 00:00:00 | 3.8 | 4.5 | 0.0 | 0.0 | 0.0 | 3.6 | 1.728 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.728 | 1.728 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.068327 | 0.007908 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 63.572662 | 0.007908 |
| 2017-04-02 00:00:00 | 1.4 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.8432 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.8432 | 1.8432 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.068237 | 0.007898 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 61.661225 | 0.007898 |
| 2017-04-03 00:00:00 | 0.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.304 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.304 | 2.304 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.064772 | 0.007497 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 59.292453 | 0.007497 |
| 2017-04-04 00:00:00 | -0.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.4192 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.4192 | 2.4192 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.060918 | 0.007051 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 56.812335 | 0.007051 |
| 2017-04-05 00:00:00 | -0.5 | 0.4 | 0.0 | 0.0 | 0.0 | 0.32 | 1.9584 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.32 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.9584 | 1.9584 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.057657 | 0.006673 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 55.116278 | 0.006673 |
| 2017-04-06 00:00:00 | -0.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.9584 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.9584 | 1.9584 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.054817 | 0.006345 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 53.103062 | 0.006345 |
| 2017-04-07 00:00:00 | 0.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9216 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.9216 | 0.9216 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.052558 | 0.006083 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 52.128904 | 0.006083 |
| 2017-04-08 00:00:00 | 0.6 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.4976 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.4976 | 1.4976 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.050682 | 0.005866 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 50.580622 | 0.005866 |
| 2017-04-09 00:00:00 | 2.5 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.88 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.88 | 2.88 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.047417 | 0.005488 | 0.0 | 0.0 | nan | nan | nan | nan | 0.0 | 47.653205 | 0.005488 |
Click to see the graph
>>> round_(model.check_waterbalance(conditions))
0.0
- class hydpy.models.wland_gd.Model[source]¶
Bases:
BaseModel
,Main_PETModel_V1
,Main_PETModel_V2
,Main_DischargeModel_V2
,Main_WaterLevelModel_V1
,Sub_TempModel_V1
,Sub_PrecipModel_V1
,Sub_SnowCoverModel_V1
HydPy-W-GD (extended version of the WALRUS model with modified groundwater dynamics)
- The following “receiver update methods” are called in the given sequence before performing a simulation step:
Pick_HS_V1
Take the surface water level from a submodel that complies with theWaterLevelModel_V1
interface, if available.
- The following “inlet update methods” are called in the given sequence at the beginning of each simulation step:
Calc_PE_PET_V1
Let a submodel that complies with thePETModel_V1
orPETModel_V2
interface calculate the potential evapotranspiration of the land areas and the potential evaporation of the surface water storage.Calc_FR_V1
Determine the fraction between rainfall and total precipitation.Calc_PM_V1
Calculate the potential snowmelt of the land areas.
- The following methods define the relevant components of a system of ODE equations (e.g. direct runoff):
Calc_FXS_V1
Query the current surface water supply/extraction.Calc_FXG_V1
Query the current seepage/extraction.Calc_PC_V1
Calculate the corrected precipitation.Calc_TF_V1
Calculate the total amount of throughfall of the land areas.Calc_EI_V1
Calculate the interception evaporation of the land areas.Calc_RF_V1
Calculate the liquid amount of throughfall (rainfall) of the land areas.Calc_SF_V1
Calculate the frozen amount of throughfall (snowfall) of the land areas.Calc_AM_V1
Calculate the actual snowmelt of the land areas.Calc_PS_V1
Calculate the precipitation entering the surface water reservoir.Calc_WE_W_V1
Calculate the wetness index for the elevated and the lowland regions.Calc_PVE_PV_V1
Calculate the rainfall (and snowmelt) entering the vadose zone in the elevated and lowland regions.Calc_PQ_V1
Calculate the rainfall (and snowmelt) entering the quickflow reservoir.Calc_BetaE_Beta_V1
Calculate the evapotranspiration reduction factor for the elevated and lowland regions.Calc_ETVE_ETV_V1
Calculate the actual evapotranspiration from the elevated and lowland regions’ vadose zone.Calc_ES_V1
Calculate the actual evaporation from the surface water reservoir.Calc_GR_V1
Calculate the elevated region’s groundwater recharge.Calc_FQS_V1
Calculate the quickflow.Calc_FGSE_V1
Calculate the groundwater flow between the elevated and the lowland regions.Calc_FGS_V1
Calculate the groundwater drainage or surface water infiltration.Calc_RH_V1
Let a submodel that complies with theDischargeModel_V2
interface calculate the runoff height or, if no such submodel is available, equate it with all other flows in and out of the surface water storage.Calc_DVEq_V3
Calculate the equilibrium storage deficit of the vadose zone.Calc_DGEq_V1
Calculate the equilibrium groundwater depth.Calc_GF_V1
Calculate the gain factor for changes in groundwater depth.Calc_CDG_V2
Calculate the vadose zone’s storage deficit change due to percolation, capillary rise, macropore infiltration, seepage, groundwater flow, and channel water infiltration.
- The following methods define the complete equations of an ODE system (e.g. change in storage of fast water due to effective precipitation and direct runoff):
Update_IC_V1
Update the interception storage.Update_SP_V1
Update the storage deficit.Update_DVE_V1
Update the elevated region’s storage deficit of the vadose zone.Update_DV_V1
Update the lowland region’s storage deficit of the vadose zone.Update_HGE_V1
Update the elevated region’s groundwater level.Update_DG_V1
Update the lowland region’s groundwater depth.Update_HQ_V1
Update the level of the quickflow reservoir.Update_HS_V1
Update the surface water level.
- The following “outlet update methods” are called in the given sequence at the end of each simulation step:
Calc_ET_V1
Calculate the total actual evapotranspiration.Calc_R_V1
Calculate the runoff in m³/s.Pass_R_V1
Update the outlet link sequence.
- The following interface methods are available to main models using the defined model as a submodel:
Get_Temperature_V1
Get the current subbasin-wide air temperature value (that applies to all hydrological response units so that the given index does not matter).Get_MeanTemperature_V1
Get the current subbasin-wide air temperature value.Get_Precipitation_V1
Get the current subbasin-wide precipitation value (that applies to all hydrological response units so that the given index does not matter).Get_SnowCover_V1
Get the selected response unit’s current snow cover degree.
- The following “additional methods” might be called by one or more of the other methods or are meant to be directly called by the user:
Calc_PE_PET_PETModel_V1
Let a submodel that complies with thePETModel_V1
interface calculate the potential evapotranspiration of the land areas and the potential evaporation of the surface water storage.Calc_PE_PET_PETModel_V2
Let a submodel that complies with thePETModel_V2
interface calculate the potential interception evaporation and potential vadose zone evapotranspiration of the land areas and the potential evaporation of the surface water storage.Return_DVH_V2
Return the storage deficit of the vadose zone at a specific height above the groundwater table.Return_ErrorDV_V1
Calculate the difference between the equilibrium and the actual storage deficit of the vadose zone.
- Users can hook submodels into the defined main model if they satisfy one of the following interfaces:
PETModel_V1
Simple interface for calculating all potential evapotranspiration values in one step.PETModel_V2
Interface for calculating separate potential interception, soil, and water evapotranspiration values.DischargeModel_V2
Simple interface for calculating discharge in mm/T based on the current water depth.WaterLevelModel_V1
Pure getter interface for querying the current water level.
- The following “submodels” might be called by one or more of the implemented methods or are meant to be directly called by the user:
PegasusDGEq
Pegasus iterator for finding the equilibrium groundwater depth.
- DOCNAME: DocName = ('W-GD', 'extended version of the WALRUS model with modified groundwater dynamics')¶
- petmodel: modeltools.SubmodelProperty¶
Required submodel that complies with one of the following interfaces: PETModel_V1 or PETModel_V2.
- dischargemodel: modeltools.SubmodelProperty¶
Required submodel that complies with the following interface: DischargeModel_V2.
- waterlevelmodel: modeltools.SubmodelProperty¶
Required submodel that complies with the following interface: WaterLevelModel_V1.
- REUSABLE_METHODS: ClassVar[tuple[type[ReusableMethod], ...]] = ()¶
- numconsts: NumConstsELS¶
- numvars: NumVarsELS¶
- cymodel: CyModelProtocol | None¶
- parameters: parametertools.Parameters¶
- sequences: sequencetools.Sequences¶
- masks: masktools.Masks¶
- class hydpy.models.wland_gd.AideSequences(master: Sequences, cls_fastaccess: type[TypeFastAccess_co] | None = None, cymodel: CyModelProtocol | None = None)¶
Bases:
AideSequences
Aide sequences of model wland_gd.
- The following classes are selected:
FR()
Fraction rainfall / total precipitation [-].WE()
Wetness index in the elevated region [-].W()
Wetness index in the lowland region [-].BetaE()
Evapotranspiration reduction factor in the elevated region [-].Beta()
Evapotranspiration reduction factor in the lowland region [-].DVEq()
Equilibrium storage deficit of the vadose zone for the actual groundwater depth [mm].DGEq()
Equilibrium groundwater depth for the actual storage deficit of the vadose zone [mm].GF()
Gain factor for changes in groundwater depth [-].
- class hydpy.models.wland_gd.ControlParameters(master: Parameters, cls_fastaccess: type[FastAccessParameter] | None = None, cymodel: CyModelProtocol | None = None)¶
Bases:
SubParameters
Control parameters of model wland_gd.
- The following classes are selected:
AT()
Total area [km²].NU()
Number of hydrological response units [-].LT()
Landuse type [-].ER()
Elevated region [-].AUR()
Relative area of each hydrological response unit [-].GL()
The lowland region’s average ground level [m].BL()
Channel bottom level [m].CP()
Factor for correcting precipitation [-].LAI()
Leaf area index [-].IH()
Interception capacity with respect to the leaf surface area [mm].TT()
Threshold temperature for snow/rain [°C].TI()
Temperature interval with a mixture of snow and rain [°C].DDF()
Day degree factor [mm/°C/T].DDT()
Day degree threshold temperature [°C].CWE()
Wetness index parameter for the elevated region [mm].CW()
Wetness index parameter for the lowland region [mm].CV()
Vadose zone relaxation time constant for the lowland region [T].CGE()
Groundwater reservoir constant for the elevated region [mm T].CG()
Groundwater reservoir constant for the lowland region [mm T].RG()
Groundwater reservoir restriction [-].CGF()
Groundwater reservoir flood factor [1/mm].CQ()
Quickflow reservoir relaxation time [T].B()
Pore size distribution parameter [-].PsiAE()
Air entry pressure [mm].ThetaS()
Soil moisture content at saturation [-].ThetaR()
Residual soil moisture deficit at tension saturation [-].AC()
Air capacity for the elevated region [mm].Zeta1()
Curvature parameter of the evapotranspiration reduction function [-].Zeta2()
Inflection point of the evapotranspiration reduction function [mm].SH()
General smoothing parameter related to the height of water columns [mm].ST()
General smoothing parameter related to temperature [°C].
- class hydpy.models.wland_gd.DerivedParameters(master: Parameters, cls_fastaccess: type[FastAccessParameter] | None = None, cymodel: CyModelProtocol | None = None)¶
Bases:
SubParameters
Derived parameters of model wland_gd.
- The following classes are selected:
MOY()
References the “global” month of the year index array [-].NUL()
Number of land-related hydrological response units [-].NUGE()
Number of groundwater-affected hydrological response units in the elevated region [-].NUG()
Number of groundwater-affected hydrological response units in the lowland region [-].ALR()
Relative land area [-].ASR()
Relative surface water area fraction [-].AGRE()
Relative groundwater area in the elevated region [-].AGR()
Relative groundwater area in the lowland region [-].QF()
Factor for converting mm/T to m³/s [T m³ / mm s].CD()
Channel depth [mm].RH1()
Regularisation parameter related to the height of water columns used when applying regularisation functionsmooth_logistic1()
[mm].RH2()
Regularisation parameter related to the height of water columns used when applying regularisation functionsmooth_logistic2()
[mm].RT2()
Regularisation parameter related to temperature for applying regularisation functionsmooth_logistic2()
) [°C].
- class hydpy.models.wland_gd.FactorSequences(master: Sequences, cls_fastaccess: type[TypeFastAccess_co] | None = None, cymodel: CyModelProtocol | None = None)¶
Bases:
FactorSequences
Factor sequences of model wland_gd.
- The following classes are selected:
DHS()
External change of the surface water depth [mm/T].
- class hydpy.models.wland_gd.FixedParameters(master: Parameters, cls_fastaccess: type[FastAccessParameter] | None = None, cymodel: CyModelProtocol | None = None)¶
Bases:
SubParameters
Fixed parameters of model wland_gd.
- The following classes are selected:
Pi()
π [-].
- class hydpy.models.wland_gd.FluxSequences(master: Sequences, cls_fastaccess: type[TypeFastAccess_co] | None = None, cymodel: CyModelProtocol | None = None)¶
Bases:
FluxSequences
Flux sequences of model wland_gd.
- The following classes are selected:
PC()
Corrected precipitation [mm/T].PE()
Potential evaporation from the interception and the surface water storage [mm/T].PET()
Potential evapotranspiration from the vadose zone [mm/T].TF()
Total amount of throughfall [mm/T].EI()
Interception evaporation [mm/T].RF()
Rainfall (or, more concrete, the liquid amount of throughfall) [mm/T].SF()
Snowfall (or, more concrete, the frozen amount of throughfall) [mm/T].PM()
Potential snowmelt [mm/T].AM()
Actual snowmelt [mm/T].PS()
Precipitation that enters the surface water reservoir [mm/T].PVE()
Rainfall (and snowmelt) entering the vadose zone in the elevated region [mm/T].PV()
Rainfall (and snowmelt) entering the vadose zone in the lowland region [mm/T].PQ()
Rainfall (and snowmelt) entering the quickflow reservoir [mm/T].ETVE()
Actual evapotranspiration from the vadose zone in the elevated region [mm/T].ETV()
Actual evapotranspiration from the vadose zone in the lowland region [mm/T].ES()
Actual evaporation from the surface water [mm/T].ET()
Total actual evapotranspiration [mm/T].GR()
Groundwater recharge in the elevated region [mm/T].FXS()
Surface water supply/extraction (normalised toASR
) [mm/T].CDG()
Change in the groundwater depth due to percolation and capillary rise [mm/T].FGSE()
Groundwater flow between the elevated and the lowland region [mm/T].FGS()
Groundwater drainage/surface water infiltration [mm/T].FQS()
Quickflow [mm/T].RH()
Runoff height [mm/T].R()
Runoff [m³/s].
- class hydpy.models.wland_gd.InputSequences(master: Sequences, cls_fastaccess: type[TypeFastAccess_co] | None = None, cymodel: CyModelProtocol | None = None)¶
Bases:
InputSequences
Input sequences of model wland_gd.
- class hydpy.models.wland_gd.OutletSequences(master: Sequences, cls_fastaccess: type[TypeFastAccess_co] | None = None, cymodel: CyModelProtocol | None = None)¶
Bases:
OutletSequences
Outlet sequences of model wland_gd.
- The following classes are selected:
Q()
Discharge [m³/s].
- class hydpy.models.wland_gd.SolverParameters(master: Parameters, cls_fastaccess: type[FastAccessParameter] | None = None, cymodel: CyModelProtocol | None = None)¶
Bases:
SubParameters
Solver parameters of model wland_gd.
- The following classes are selected:
AbsErrorMax()
Absolute numerical error tolerance [mm/T].RelErrorMax()
Relative numerical error tolerance [-].RelDTMin()
Smallest relative integration time step size allowed [-].RelDTMax()
Largest relative integration time step size allowed [-].
- class hydpy.models.wland_gd.StateSequences(master: Sequences, cls_fastaccess: type[TypeFastAccess_co] | None = None, cymodel: CyModelProtocol | None = None)¶
Bases:
StateSequences
State sequences of model wland_gd.
- The following classes are selected:
IC()
Interception storage [mm].SP()
Snow pack [mm].DVE()
Storage deficit of the vadose zone in the elevated region [mm].DV()
Storage deficit of the vadose zone in the lowland region [mm].HGE()
Groundwater level in the elevated region [mm].DG()
Groundwater depth in the lowland region [mm].HQ()
Level of the quickflow reservoir [mm].HS()
Surface water level [mm].