wland_v002¶
Version 2 of HydPy-W-Land is still under development and likely to change in the future.
When applying wland_v001
on the Kiel Catchment river basins, we realised some
strengths and some limitations of the WALRUS concept. First, wland_v001
does
not predict the high dynamics of the groundwater levels encountered at many
groundwater gauges. We assume this shortcoming is connected with an observed
tendency to underestimate streamflow peaks. Second, wland_v001
tends to run dry
during summer conditions much too fast.
So far, wland_v002
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 with the ones of wland_v001
, except
that we set the additional parameter ThetaR
to 0.01. Compare the
base scenario example of wland_v001
and with the
base scenario example of wland_v002
to see how the differences
between both models affect groundwater dynamics.
Integration tests¶
Note
When new to HydPy, consider reading section How to understand integration tests? first.
>>> from hydpy import IntegrationTest, Element, pub, round_
>>> pub.timegrids = "2017-02-10", "2017-04-10", "1d"
>>> from hydpy.models.wland_v002 import *
>>> parameterstep("1d")
>>> land = Element("land", outlets="outlet")
>>> land.model = model
>>> al(9.8)
>>> as_(0.2)
>>> nu(3)
>>> lt(FIELD, CONIFER, SEALED)
>>> aur(0.6, 0.3, 0.1)
>>> cp(0.8)
>>> cpet(0.9)
>>> cpetl.sealed = 0.7
>>> cpetl.conifer = 1.3
>>> cpetl.field = 0.73, 0.73, 0.77, 0.95, 1.19, 1.18, 1.19, 1.15, 0.97, 0.85, 0.78, 0.73
>>> cpes(jan=1.16, feb=1.22, mar=1.26, apr=1.28, may=1.28, jun=1.30,
... jul=1.28, aug=1.28, sep=1.27, oct=1.23, nov=1.17, dec=1.14)
>>> 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)
>>> cd(1500.0)
>>> cs(8.0)
>>> hsmin(0.0)
>>> xs(1.5)
>>> b(soil=SANDY_LOAM)
>>> psiae(soil=SANDY_LOAM)
>>> thetas(soil=SANDY_LOAM)
>>> thetar(0.01)
>>> zeta1(0.02)
>>> zeta2(400.0)
>>> sh(1.0)
>>> st(1.0)
>>> test = IntegrationTest(land)
>>> test.inits = ((states.ic, -3.0),
... (states.sp, -3.0),
... (states.dv, 140.0),
... (states.dg, 1600.0),
... (states.hq, 0.0),
... (states.hs, -2.0))
>>> 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)
>>> inputs.pet.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 = sequences.conditions
base scenario¶
>>> test("wland_v002_base_scenario",
... axis1=(fluxes.pc, fluxes.fqs, fluxes.fgs, fluxes.rh),
... axis2=(states.dg, states.hs))
Click to see the table
| date | t | p | pet | fxg | fxs | pc | petl | pes | tf | ei | rf | sf | pm | am | ps | pv | pq | etv | es | et | fxs | fxg | cdg | fgs | fqs | rh | r | ic | sp | dv | dg | hq | hs | outlet |
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| 2017-02-10 00:00:00 | -2.8 | 0.0 | 0.6 | 0.0 | 0.0 | 0.0 | 0.3942 0.702 0.378 | 0.6588 | 0.0 0.0 0.0 | 0.0 0.000001 0.0 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.000117 0.000117 0.000117 | 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.49406 | 0.000073 | 0.435763 | 0.0 | 0.0 | -37.315378 | 0.000762 | 0.0 | 0.0 | 0.0 | -3.0 -3.000001 -3.0 | -3.0 -3.0 -3.0 | 140.494822 | 1562.684622 | 0.0 | -1.966476 | 0.0 |
| 2017-02-11 00:00:00 | -1.5 | 0.4 | 0.8 | 0.0 | 0.0 | 0.32 | 0.5256 0.936 0.504 | 0.8784 | 0.000001 0.0 0.0 | 0.000001 0.000002 0.000001 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.009388 0.009388 0.009388 | 0.0 0.0 0.0 | 0.32 | 0.0 | 0.0 | 0.658704 | 0.000253 | 0.580984 | 0.0 | 0.0 | -15.511779 | 0.000468 | 0.0 | 0.0 | 0.0 | -2.680002 -2.680003 -2.680002 | -3.0 -3.0 -3.0 | 141.153995 | 1547.172843 | 0.0 | -1.626089 | 0.0 |
| 2017-02-12 00:00:00 | -0.9 | 0.0 | 0.7 | 0.0 | 0.0 | 0.0 | 0.4599 0.819 0.441 | 0.7686 | 0.0 0.0 0.0 | 0.000002 0.000004 0.000002 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.069591 0.069591 0.069591 | 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.576325 | 0.000452 | 0.50833 | 0.0 | 0.0 | -5.174815 | 0.000343 | 0.0 | 0.0 | 0.0 | -2.680004 -2.680007 -2.680004 | -3.0 -3.0 -3.0 | 141.730663 | 1541.998028 | 0.0 | -1.611403 | 0.0 |
| 2017-02-13 00:00:00 | -1.6 | 0.0 | 0.4 | 0.0 | 0.0 | 0.0 | 0.2628 0.468 0.252 | 0.4392 | 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.006707 0.006707 0.006707 | 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.329312 | 0.000276 | 0.29046 | 0.0 | 0.0 | -0.906637 | 0.000319 | 0.0 | 0.0 | 0.0 | -2.680005 -2.680009 -2.680005 | -3.0 -3.0 -3.0 | 142.060293 | 1541.091391 | 0.0 | -1.597615 | 0.0 |
| 2017-02-14 00:00:00 | -1.3 | 0.0 | 0.4 | 0.0 | 0.0 | 0.0 | 0.2628 0.468 0.252 | 0.4392 | 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.018374 0.018374 0.018374 | 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.329299 | 0.000294 | 0.290449 | 0.0 | 0.0 | 0.730369 | 0.000316 | 0.0 | 0.0 | 0.0 | -2.680007 -2.680011 -2.680006 | -3.0 -3.0 -3.0 | 142.389909 | 1541.821759 | 0.0 | -1.583956 | 0.0 |
| 2017-02-15 00:00:00 | 1.7 | 0.0 | 0.4 | 0.0 | 0.0 | 0.0 | 0.2628 0.468 0.252 | 0.4392 | 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 8.50479 8.50479 8.50479 | 0.000009 0.000009 0.000009 | 0.0 | 0.000002 | 0.000007 | 0.329287 | 0.000313 | 0.290439 | 0.0 | 0.0 | 1.50547 | 0.000323 | 0.000003 | 0.0 | 0.0 | -2.680008 -2.680013 -2.680007 | -3.000008 -3.000009 -3.000009 | 142.719516 | 1543.32723 | 0.000003 | -1.569858 | 0.0 |
| 2017-02-16 00:00:00 | 4.4 | 0.2 | 0.4 | 0.0 | 0.0 | 0.16 | 0.2628 0.468 0.252 | 0.4392 | 0.000001 0.0 0.0 | 0.000002 0.000003 0.000002 | 0.000001 0.0 0.0 | 0.0 0.0 0.0 | 22.000001 22.000001 22.000001 | 0.000023 0.000023 0.000023 | 0.16 | 0.000007 | 0.000017 | 0.329273 | 0.000495 | 0.290431 | 0.0 | 0.0 | 1.871274 | 0.000317 | 0.000013 | 0.0 | 0.0 | -2.52001 -2.520016 -2.520009 | -3.000031 -3.000032 -3.000032 | 143.0491 | 1545.198504 | 0.000007 | -1.39572 | 0.0 |
| 2017-02-17 00:00:00 | 4.5 | 4.5 | 0.3 | 0.0 | 0.0 | 3.6 | 0.1971 0.351 0.189 | 0.3294 | 0.716494 0.000865 0.002553 | 0.045813 0.103383 0.056188 | 0.716494 0.000865 0.002553 | 0.0 0.0 0.0 | 22.5 22.5 22.5 | 0.000023 0.000023 0.000023 | 3.6 | 0.135797 | 0.308217 | 0.182326 | 0.201009 | 0.227671 | 0.0 | 0.0 | -10.37264 | -0.000181 | 0.080118 | 0.000267 | 0.000031 | 0.317682 0.975737 1.02125 | -3.000054 -3.000055 -3.000055 | 143.095448 | 1534.825864 | 0.228105 | 5.90774 | 0.000031 |
| 2017-02-18 00:00:00 | 3.4 | 0.0 | 0.3 | 0.0 | 0.0 | 0.0 | 0.1971 0.351 0.189 | 0.3294 | 0.0 0.0 0.0 | 0.147906 0.341646 0.186301 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 17.000016 17.000016 17.000016 | 0.000018 0.000018 0.000018 | 0.0 | 0.000005 | 0.000013 | 0.035705 | 0.3294 | 0.243749 | 0.0 | 0.0 | 6.834913 | -0.003057 | 0.198423 | 0.005734 | 0.000664 | 0.169777 0.63409 0.83495 | -3.000072 -3.000072 -3.000072 | 143.12809 | 1541.660777 | 0.029696 | 14.879523 | 0.000664 |
| 2017-02-19 00:00:00 | 4.8 | 3.2 | 0.4 | 0.0 | 0.0 | 2.56 | 0.2628 0.468 0.252 | 0.4392 | 2.023752 0.453078 0.899772 | 0.221728 0.465424 0.251476 | 2.023752 0.453078 0.899772 | 0.0 0.0 0.0 | 24.0 24.0 24.0 | 0.000025 0.000025 0.000025 | 2.56 | 0.425039 | 1.057641 | 0.028075 | 0.4392 | 0.325402 | 0.0 | 0.0 | -28.776921 | -0.006828 | 0.568766 | 0.018477 | 0.002139 | 0.484297 2.275589 2.243702 | -3.000097 -3.000097 -3.000097 | 142.724298 | 1512.883856 | 0.518571 | 43.644875 | 0.002139 |
| 2017-02-20 00:00:00 | 6.7 | 4.6 | 0.3 | 0.0 | 0.0 | 3.68 | 0.1971 0.351 0.189 | 0.3294 | 3.340021 2.972444 3.208119 | 0.184109 0.350996 0.188997 | 3.340021 2.972444 3.208119 | 0.0 0.0 0.0 | 33.5 33.5 33.5 | 0.000035 0.000035 0.000035 | 3.68 | 0.904019 | 2.402975 | 0.008612 | 0.3294 | 0.244155 | 0.0 | 0.0 | -51.07395 | -0.02901 | 1.792081 | 0.105583 | 0.01222 | 0.640166 2.632149 2.526586 | -3.000131 -3.000131 -3.000131 | 141.799881 | 1461.809906 | 1.129465 | 128.24896 | 0.01222 |
| 2017-02-21 00:00:00 | 5.8 | 2.3 | 0.6 | 0.0 | 0.0 | 1.84 | 0.3942 0.702 0.378 | 0.6588 | 1.642137 1.409144 1.61889 | 0.363807 0.701991 0.377995 | 1.642137 1.409144 1.61889 | 0.0 0.0 0.0 | 29.0 29.0 29.0 | 0.00003 0.00003 0.00003 | 1.84 | 0.435606 | 1.177899 | 0.020151 | 0.6588 | 0.488296 | 0.0 | 0.0 | 1.249463 | -0.106365 | 1.656164 | 0.291665 | 0.033758 | 0.474222 2.361014 2.369701 | -3.000161 -3.000161 -3.000161 | 141.278061 | 1463.059369 | 0.6512 | 191.308269 | 0.033758 |
| 2017-02-22 00:00:00 | 6.5 | 18.0 | 0.8 | 0.0 | 0.0 | 14.4 | 0.5256 0.936 0.504 | 0.8784 | 13.589441 13.048599 13.564535 | 0.504697 0.935996 0.503997 | 13.589441 13.048599 13.564535 | 0.0 0.0 0.0 | 32.5 32.5 32.5 | 0.000033 0.000033 0.000033 | 14.4 | 3.631402 | 10.15647 | 0.013861 | 0.8784 | 0.651129 | 0.0 | 0.0 | -194.346077 | -0.228002 | 6.266747 | 0.746768 | 0.086431 | 0.780084 2.776418 2.701169 | -3.000194 -3.000195 -3.000195 | 137.432518 | 1268.713292 | 4.540923 | 464.507177 | 0.086431 |
| 2017-02-23 00:00:00 | 5.0 | 19.2 | 0.5 | 0.0 | 0.0 | 15.36 | 0.3285 0.585 0.315 | 0.549 | 14.927286 14.656218 14.931712 | 0.322035 0.584999 0.314999 | 14.927286 14.656218 14.931712 | 0.0 0.0 0.0 | 25.0 25.0 25.0 | 0.000026 0.000026 0.000026 | 15.36 | 3.794015 | 11.43182 | 0.004289 | 0.549 | 0.406979 | 0.0 | 0.0 | -51.730494 | -1.302711 | 10.388708 | 2.284271 | 0.264383 | 0.890763 2.895201 2.814459 | -3.00022 -3.000221 -3.000221 | 132.34008 | 1216.982799 | 5.584035 | 816.701805 | 0.264383 |
| 2017-02-24 00:00:00 | 3.0 | 0.4 | 0.8 | 0.0 | 0.0 | 0.32 | 0.5256 0.936 0.504 | 0.8784 | 0.294506 0.228504 0.294804 | 0.495651 0.935979 0.503995 | 0.294506 0.228504 0.294804 | 0.0 0.0 0.0 | 15.00006 15.00006 15.00006 | 0.000015 0.000015 0.000015 | 0.32 | 0.066142 | 0.215223 | 0.019881 | 0.8784 | 0.651116 | 0.0 | 0.0 | 16.462031 | -2.377399 | 4.955454 | 3.331042 | 0.385537 | 0.420605 2.050718 2.335659 | -3.000236 -3.000236 -3.000236 | 129.916421 | 1233.444829 | 0.843804 | 787.565232 | 0.385537 |
| 2017-02-25 00:00:00 | 3.1 | 8.3 | 0.5 | 0.0 | 0.0 | 6.64 | 0.3285 0.585 0.315 | 0.549 | 6.06746 5.421574 6.057767 | 0.308293 0.584994 0.314997 | 6.06746 5.421574 6.057767 | 0.0 0.0 0.0 | 15.500043 15.500043 15.500043 | 0.000016 0.000016 0.000016 | 6.64 | 1.364207 | 4.644955 | 0.013414 | 0.549 | 0.406946 | 0.0 | 0.0 | -30.069173 | -1.74167 | 3.313151 | 2.825528 | 0.327029 | 0.684852 2.68415 2.602895 | -3.000251 -3.000252 -3.000252 | 126.823959 | 1203.375656 | 2.175608 | 737.916583 | 0.327029 |
| 2017-02-26 00:00:00 | 7.1 | 5.3 | 0.4 | 0.0 | 0.0 | 4.24 | 0.2628 0.468 0.252 | 0.4392 | 3.990587 3.797307 3.989263 | 0.251899 0.467998 0.251998 | 3.990587 3.797307 3.989263 | 0.0 0.0 0.0 | 35.5 35.5 35.5 | 0.000037 0.000037 0.000037 | 4.24 | 0.879995 | 3.140511 | 0.007238 | 0.4392 | 0.325572 | 0.0 | 0.0 | -9.178509 | -1.569861 | 3.661626 | 2.715403 | 0.314283 | 0.682366 2.658845 2.601634 | -3.000288 -3.000288 -3.000288 | 124.381341 | 1194.197147 | 1.654493 | 716.136077 | 0.314283 |
| 2017-02-27 00:00:00 | 9.4 | 0.7 | 1.3 | 0.0 | 0.0 | 0.56 | 0.8541 1.521 0.819 | 1.4274 | 0.424048 0.206921 0.404336 | 0.695516 1.52066 0.818961 | 0.424048 0.206921 0.404336 | 0.0 0.0 0.0 | 47.0 47.0 47.0 | 0.000048 0.000048 0.000048 | 0.56 | 0.076781 | 0.287884 | 0.105418 | 1.4274 | 1.057822 | 0.0 | 0.0 | 20.217281 | -1.271414 | 1.611646 | 2.406926 | 0.278579 | 0.122801 1.491264 1.938337 | -3.000336 -3.000337 -3.000337 | 123.138564 | 1214.414429 | 0.330732 | 617.823665 | 0.278579 |
| 2017-02-28 00:00:00 | 4.6 | 2.7 | 0.9 | 0.0 | 0.0 | 2.16 | 0.5913 1.053 0.567 | 0.9882 | 1.504342 0.475474 1.340734 | 0.45371 1.052728 0.566963 | 1.504342 0.475474 1.340734 | 0.0 0.0 0.0 | 23.0 23.0 23.0 | 0.000024 0.000024 0.000024 | 2.16 | 0.249 | 0.955245 | 0.09146 | 0.9882 | 0.732278 | 0.0 | 0.0 | 21.087662 | -0.836028 | 0.799116 | 1.86769 | 0.216168 | 0.324749 2.123061 2.19064 | -3.00036 -3.000361 -3.000361 | 122.144996 | 1235.502091 | 0.48686 | 527.898816 | 0.216168 |
| 2017-03-01 00:00:00 | 3.7 | 1.6 | 0.7 | 0.0 | 0.0 | 1.28 | 0.4851 0.819 0.441 | 0.7938 | 0.950591 0.497004 0.875872 | 0.384057 0.818947 0.440979 | 0.950591 0.497004 0.875872 | 0.0 0.0 0.0 | 18.500006 18.500006 18.500006 | 0.000019 0.000019 0.000019 | 1.28 | 0.169301 | 0.654691 | 0.067123 | 0.7938 | 0.58489 | 0.0 | 0.0 | 29.527892 | -0.610875 | 0.795377 | 1.519409 | 0.175858 | 0.270102 2.08711 2.153789 | -3.000379 -3.00038 -3.00038 | 121.431943 | 1265.029982 | 0.346174 | 464.448441 | 0.175858 |
| 2017-03-02 00:00:00 | 4.7 | 2.5 | 0.7 | 0.0 | 0.0 | 2.0 | 0.4851 0.819 0.441 | 0.7938 | 1.532173 1.008537 1.460236 | 0.393795 0.818966 0.440983 | 1.532173 1.008537 1.460236 | 0.0 0.0 0.0 | 23.5 23.5 23.5 | 0.000024 0.000024 0.000024 | 2.0 | 0.284453 | 1.111905 | 0.060652 | 0.7938 | 0.584915 | 0.0 | 0.0 | 13.288284 | -0.475427 | 0.920391 | 1.281983 | 0.148378 | 0.344134 2.259606 2.252569 | -3.000403 -3.000404 -3.000404 | 120.732714 | 1278.318266 | 0.537688 | 425.688335 | 0.148378 |
| 2017-03-03 00:00:00 | 5.9 | 0.6 | 1.1 | 0.0 | 0.0 | 0.48 | 0.7623 1.287 0.693 | 1.2474 | 0.288966 0.08905 0.242285 | 0.505891 1.286378 0.692918 | 0.288966 0.08905 0.242285 | 0.0 0.0 0.0 | 29.5 29.5 29.5 | 0.00003 0.00003 0.00003 | 0.48 | 0.046248 | 0.18273 | 0.170509 | 1.2474 | 0.918902 | 0.0 | 0.0 | 27.773851 | -0.399929 | 0.578736 | 1.121226 | 0.129772 | 0.029276 1.364178 1.797366 | -3.000434 -3.000434 -3.000434 | 120.457046 | 1306.092118 | 0.141683 | 379.580818 | 0.129772 |
| 2017-03-04 00:00:00 | 7.7 | 0.2 | 1.0 | 0.0 | 0.0 | 0.16 | 0.693 1.17 0.63 | 1.134 | 0.056032 0.00073 0.020468 | 0.28711 1.128812 0.629377 | 0.056032 0.00073 0.020468 | 0.0 0.0 0.0 | 38.5 38.5 38.5 | 0.00004 0.00004 0.00004 | 0.16 | 0.007808 | 0.028897 | 0.283266 | 1.134 | 0.834891 | 0.0 | 0.0 | 23.029559 | -0.301853 | 0.140113 | 0.912742 | 0.105641 | -0.153865 0.394636 1.307521 | -3.000473 -3.000474 -3.000474 | 120.430652 | 1329.121677 | 0.030467 | 326.523545 | 0.105641 |
| 2017-03-05 00:00:00 | 6.3 | 1.7 | 0.8 | 0.0 | 0.0 | 1.36 | 0.5544 0.936 0.504 | 0.9072 | 0.699353 0.001276 0.261852 | 0.321216 0.881369 0.50364 | 0.699353 0.001276 0.261852 | 0.0 0.0 0.0 | 31.5 31.5 31.5 | 0.000032 0.000032 0.000032 | 1.36 | 0.096732 | 0.359154 | 0.173021 | 0.9072 | 0.668103 | 0.0 | 0.0 | 10.406657 | -0.217545 | 0.212161 | 0.739738 | 0.085618 | 0.185566 0.871991 1.902029 | -3.000506 -3.000506 -3.000506 | 120.289397 | 1339.528335 | 0.177459 | 290.791657 | 0.085618 |
| 2017-03-06 00:00:00 | 3.7 | 0.3 | 0.6 | 0.0 | 0.0 | 0.24 | 0.4158 0.702 0.378 | 0.6804 | 0.13171 0.000231 0.068138 | 0.255779 0.664282 0.377897 | 0.13171 0.000231 0.068138 | 0.0 0.0 0.0 | 18.500006 18.500006 18.500006 | 0.000019 0.000019 0.000019 | 0.24 | 0.018186 | 0.06956 | 0.118812 | 0.6804 | 0.501131 | 0.0 | 0.0 | 13.902789 | -0.170184 | 0.194342 | 0.632213 | 0.073173 | 0.038077 0.447478 1.695993 | -3.000525 -3.000525 -3.000525 | 120.219838 | 1353.431124 | 0.052677 | 260.758231 | 0.073173 |
| 2017-03-07 00:00:00 | 1.6 | 0.0 | 0.7 | 0.0 | 0.0 | 0.0 | 0.4851 0.819 0.441 | 0.7938 | 0.0 0.0 0.0 | 0.203146 0.529544 0.440411 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 8.006707 8.006707 8.006707 | 0.000008 0.000008 0.000008 | 0.0 | 0.000002 | 0.000007 | 0.283401 | 0.7938 | 0.584131 | 0.0 | 0.0 | 11.248881 | -0.128411 | 0.04549 | 0.52902 | 0.061229 | -0.165069 -0.082066 1.255582 | -3.000533 -3.000533 -3.000533 | 120.374826 | 1364.680004 | 0.007194 | 230.079543 | 0.061229 |
| 2017-03-08 00:00:00 | 4.0 | 1.8 | 0.7 | 0.0 | 0.0 | 1.44 | 0.4851 0.819 0.441 | 0.7938 | 0.767777 0.000464 0.302021 | 0.289622 0.646586 0.440662 | 0.767777 0.000464 0.302021 | 0.0 0.0 0.0 | 20.000002 20.000002 20.000002 | 0.000021 0.000021 0.000021 | 1.44 | 0.106174 | 0.395471 | 0.187092 | 0.7938 | 0.584471 | 0.0 | 0.0 | 0.341947 | -0.094452 | 0.20907 | 0.450415 | 0.052131 | 0.217532 0.710883 1.952899 | -3.000553 -3.000554 -3.000554 | 120.361293 | 1365.021951 | 0.193595 | 214.284134 | 0.052131 |
| 2017-03-09 00:00:00 | 5.6 | 8.9 | 0.5 | 0.0 | 0.0 | 7.12 | 0.3465 0.585 0.315 | 0.567 | 6.357929 4.564264 6.159258 | 0.317365 0.584263 0.314994 | 6.357929 4.564264 6.159258 | 0.0 0.0 0.0 | 28.0 28.0 28.0 | 0.000029 0.000029 0.000029 | 7.12 | 1.182345 | 4.735881 | 0.019596 | 0.567 | 0.417878 | 0.0 | 0.0 | -82.382297 | -0.09919 | 2.708243 | 0.555379 | 0.06428 | 0.662237 2.682356 2.598647 | -3.000582 -3.000583 -3.000583 | 119.099354 | 1282.639654 | 2.221233 | 321.397786 | 0.06428 |
| 2017-03-10 00:00:00 | 5.8 | 0.0 | 0.8 | 0.0 | 0.0 | 0.0 | 0.5544 0.936 0.504 | 0.9072 | 0.0 0.0 0.0 | 0.473399 0.93593 0.503987 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 29.0 29.0 29.0 | 0.00003 0.00003 0.00003 | 0.0 | 0.000006 | 0.000024 | 0.053829 | 0.9072 | 0.668534 | 0.0 | 0.0 | 31.104587 | -0.27678 | 1.920644 | 0.919603 | 0.106435 | 0.188839 1.746427 2.09466 | -3.000612 -3.000612 -3.000612 | 118.876398 | 1313.744242 | 0.300613 | 356.41602 | 0.106435 |
| 2017-03-11 00:00:00 | 5.7 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.693 1.17 0.63 | 1.134 | 0.0 0.0 0.0 | 0.342819 1.155656 0.629755 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 28.5 28.5 28.5 | 0.000029 0.000029 0.000029 | 0.0 | 0.000006 | 0.000024 | 0.237378 | 1.134 | 0.835104 | 0.0 | 0.0 | 16.461632 | -0.266718 | 0.259927 | 0.849051 | 0.09827 | -0.15398 0.590771 1.464905 | -3.000641 -3.000642 -3.000642 | 118.847052 | 1330.205874 | 0.04071 | 313.80365 | 0.09827 |
| 2017-03-12 00:00:00 | 4.6 | 0.0 | 1.2 | 0.0 | 0.0 | 0.0 | 0.8316 1.404 0.756 | 1.3608 | 0.0 0.0 0.0 | 0.194384 0.813489 0.748184 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 23.0 23.0 23.0 | 0.000024 0.000024 0.000024 | 0.0 | 0.000005 | 0.000019 | 0.619401 | 1.3608 | 1.000313 | 0.0 | 0.0 | 14.359158 | -0.18955 | 0.035263 | 0.687592 | 0.079582 | -0.348364 -0.222718 0.716721 | -3.000665 -3.000665 -3.000665 | 119.276898 | 1344.565033 | 0.005466 | 271.431958 | 0.079582 |
| 2017-03-13 00:00:00 | 4.2 | 0.9 | 0.9 | 0.0 | 0.0 | 0.72 | 0.6237 1.053 0.567 | 1.0206 | 0.198314 0.000023 0.002957 | 0.206879 0.452527 0.552684 | 0.198314 0.000023 0.002957 | 0.0 0.0 0.0 | 21.000001 21.000001 21.000001 | 0.000022 0.000022 0.000022 | 0.72 | 0.027036 | 0.09498 | 0.476296 | 1.0206 | 0.749357 | 0.0 | 0.0 | 10.433321 | -0.133723 | 0.052482 | 0.559927 | 0.064806 | -0.033557 0.044731 0.88108 | -3.000687 -3.000687 -3.000687 | 119.592435 | 1354.998354 | 0.047964 | 239.809465 | 0.064806 |
| 2017-03-14 00:00:00 | 7.4 | 0.1 | 0.9 | 0.0 | 0.0 | 0.08 | 0.6237 1.053 0.567 | 1.0206 | 0.023913 0.000002 0.000192 | 0.223902 0.377698 0.535186 | 0.023913 0.000002 0.000192 | 0.0 0.0 0.0 | 37.0 37.0 37.0 | 0.000038 0.000038 0.000038 | 0.08 | 0.003281 | 0.011453 | 0.489829 | 1.0206 | 0.747587 | 0.0 | 0.0 | 10.547625 | -0.098581 | 0.048575 | 0.469435 | 0.054333 | -0.201372 -0.252968 0.425702 | -3.000725 -3.000725 -3.000725 | 119.980402 | 1365.545979 | 0.010841 | 213.429845 | 0.054333 |
| 2017-03-15 00:00:00 | 6.3 | 0.0 | 1.2 | 0.0 | 0.0 | 0.0 | 0.8316 1.404 0.756 | 1.3608 | 0.0 0.0 0.0 | 0.171771 0.216652 0.491877 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 31.5 31.5 31.5 | 0.000032 0.000032 0.000032 | 0.0 | 0.000007 | 0.000026 | 0.832568 | 1.3608 | 0.974442 | 0.0 | 0.0 | 9.399994 | -0.072149 | 0.00917 | 0.393345 | 0.045526 | -0.373143 -0.46962 -0.066175 | -3.000757 -3.000757 -3.000757 | 120.740815 | 1374.945973 | 0.001698 | 189.669362 | 0.045526 |
| 2017-03-16 00:00:00 | 8.7 | 0.0 | 1.4 | 0.0 | 0.0 | 0.0 | 0.9702 1.638 0.882 | 1.5876 | 0.0 0.0 0.0 | 0.116297 0.128142 0.249606 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 43.5 43.5 43.5 | 0.000045 0.000045 0.000045 | 0.0 | 0.000009 | 0.000036 | 1.068503 | 1.5876 | 1.10469 | 0.0 | 0.0 | 9.198092 | -0.052742 | 0.001156 | 0.330509 | 0.038253 | -0.489441 -0.597762 -0.31578 | -3.000802 -3.000802 -3.000802 | 121.756567 | 1384.144065 | 0.000578 | 169.287036 | 0.038253 |
| 2017-03-17 00:00:00 | 6.4 | 3.9 | 1.1 | 0.0 | 0.0 | 3.12 | 0.7623 1.287 0.693 | 1.2474 | 1.818463 0.016206 0.250957 | 0.484994 0.989435 0.602563 | 1.818463 0.016206 0.250957 | 0.0 0.0 0.0 | 32.0 32.0 32.0 | 0.000033 0.000033 0.000033 | 3.12 | 0.258106 | 0.888773 | 0.282973 | 1.2474 | 0.909652 | 0.0 | 0.0 | -12.429032 | -0.040447 | 0.436309 | 0.301186 | 0.034859 | 0.327102 1.516597 1.9507 | -3.000834 -3.000835 -3.000835 | 121.740987 | 1371.715033 | 0.453041 | 175.695773 | 0.034859 |
| 2017-03-18 00:00:00 | 5.2 | 8.7 | 1.1 | 0.0 | 0.0 | 6.96 | 0.7623 1.287 0.693 | 1.2474 | 6.071563 4.670998 5.753257 | 0.685968 1.286933 0.692984 | 6.071563 4.670998 5.753257 | 0.0 0.0 0.0 | 26.0 26.0 26.0 | 0.000027 0.000027 0.000027 | 6.96 | 1.175796 | 4.561373 | 0.050718 | 1.2474 | 0.919301 | 0.0 | 0.0 | -76.879449 | -0.066745 | 2.896137 | 0.467407 | 0.054098 | 0.52957 2.518667 2.464459 | -3.000861 -3.000862 -3.000862 | 120.549163 | 1294.835584 | 2.118277 | 297.005263 | 0.054098 |
| 2017-03-19 00:00:00 | 5.1 | 26.4 | 0.5 | 0.0 | 0.0 | 21.12 | 0.3465 0.585 0.315 | 0.567 | 20.402784 20.094611 20.410298 | 0.337475 0.584999 0.314999 | 20.402784 20.094611 20.410298 | 0.0 0.0 0.0 | 25.5 25.5 25.5 | 0.000026 0.000026 0.000026 | 21.12 | 4.078 | 16.64091 | 0.005996 | 0.567 | 0.417923 | 0.0 | 0.0 | -185.213968 | -0.50063 | 11.201721 | 1.596319 | 0.184759 | 0.909311 2.959057 2.859162 | -3.000887 -3.000888 -3.000888 | 115.976529 | 1109.621616 | 7.557466 | 764.54885 | 0.184759 |
| 2017-03-20 00:00:00 | 8.7 | 11.5 | 0.6 | 0.0 | 0.0 | 9.2 | 0.4158 0.702 0.378 | 0.6804 | 8.931935 8.697486 8.951417 | 0.406537 0.701998 0.377999 | 8.931935 8.697486 8.951417 | 0.0 0.0 0.0 | 43.5 43.5 43.5 | 0.000045 0.000045 0.000045 | 9.2 | 1.660716 | 7.368949 | 0.006156 | 0.6804 | 0.501513 | 0.0 | 0.0 | -25.508851 | -2.410978 | 10.723004 | 3.84388 | 0.444894 | 0.77084 2.759573 2.729747 | -3.000932 -3.000932 -3.000932 | 111.910991 | 1084.112766 | 4.203411 | 999.977506 | 0.444894 |
| 2017-03-21 00:00:00 | 6.2 | 0.9 | 1.5 | 0.0 | 0.0 | 0.72 | 1.0395 1.755 0.945 | 1.701 | 0.554126 0.276001 0.548122 | 0.842875 1.754558 0.944963 | 0.554126 0.276001 0.548122 | 0.0 0.0 0.0 | 31.0 31.0 31.0 | 0.000032 0.000032 0.000032 | 0.72 | 0.081905 | 0.396405 | 0.130834 | 1.701 | 1.253473 | 0.0 | 0.0 | 4.324072 | -2.598522 | 3.885166 | 4.067216 | 0.470743 | 0.093839 1.449014 1.956662 | -3.000964 -3.000964 -3.000964 | 109.361398 | 1088.436838 | 0.71465 | 871.414002 | 0.470743 |
| 2017-03-22 00:00:00 | 5.9 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.386 2.34 1.26 | 2.268 | 0.0 0.0 0.0 | 0.443211 1.68771 1.251505 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 29.5 29.5 29.5 | 0.00003 0.00003 0.00003 | 0.0 | 0.000005 | 0.000026 | 0.843462 | 2.268 | 1.668736 | 0.0 | 0.0 | 17.323598 | -1.448092 | 0.617802 | 2.979626 | 0.344864 | -0.349371 -0.238696 0.705157 | -3.000994 -3.000994 -3.000994 | 108.756763 | 1105.760436 | 0.096874 | 686.576121 | 0.344864 |
| 2017-03-23 00:00:00 | 5.2 | 0.0 | 1.6 | 0.0 | 0.0 | 0.0 | 1.1088 1.872 1.008 | 1.8144 | 0.0 0.0 0.0 | 0.139085 0.270011 0.749585 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 26.0 26.0 26.0 | 0.000027 0.000027 0.000027 | 0.0 | 0.000005 | 0.000023 | 1.176986 | 1.8144 | 1.309014 | 0.0 | 0.0 | 49.332105 | -0.755004 | 0.083772 | 2.101813 | 0.243265 | -0.488456 -0.508708 -0.044428 | -3.001021 -3.001021 -3.001021 | 109.178741 | 1155.092541 | 0.013125 | 550.480234 | 0.243265 |
| 2017-03-24 00:00:00 | 5.2 | 0.0 | 1.6 | 0.0 | 0.0 | 0.0 | 1.1088 1.872 1.008 | 1.8144 | 0.0 0.0 0.0 | 0.087831 0.124898 0.285202 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 26.0 26.0 26.0 | 0.000027 0.000027 0.000027 | 0.0 | 0.000005 | 0.000022 | 1.259234 | 1.8144 | 1.263247 | 0.0 | 0.0 | 49.278807 | -0.44948 | 0.011353 | 1.536662 | 0.177854 | -0.576287 -0.633605 -0.329631 | -3.001047 -3.001048 -3.001048 | 109.98849 | 1204.371348 | 0.001795 | 452.566967 | 0.177854 |
| 2017-03-25 00:00:00 | 5.9 | 0.0 | 1.2 | 0.0 | 0.0 | 0.0 | 0.8316 1.404 0.756 | 1.3608 | 0.0 0.0 0.0 | 0.049333 0.062911 0.109412 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 29.5 29.5 29.5 | 0.00003 0.00003 0.00003 | 0.0 | 0.000005 | 0.000025 | 0.965599 | 1.3608 | 0.9371 | 0.0 | 0.0 | 38.991441 | -0.290326 | 0.001575 | 1.164145 | 0.134739 | -0.625621 -0.696516 -0.439043 | -3.001078 -3.001078 -3.001078 | 110.663757 | 1243.362789 | 0.000245 | 380.272758 | 0.134739 |
| 2017-03-26 00:00:00 | 6.7 | 0.0 | 1.3 | 0.0 | 0.0 | 0.0 | 0.9009 1.521 0.819 | 1.4742 | 0.0 0.0 0.0 | 0.043679 0.052843 0.081011 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 33.5 33.5 33.5 | 0.000034 0.000034 0.000034 | 0.0 | 0.000006 | 0.000029 | 1.057594 | 1.4742 | 1.01144 | 0.0 | 0.0 | 29.28041 | -0.194016 | 0.000223 | 0.907791 | 0.105068 | -0.669299 -0.749359 -0.520054 | -3.001112 -3.001112 -3.001112 | 111.527329 | 1272.643199 | 0.00005 | 324.863855 | 0.105068 |
| 2017-03-27 00:00:00 | 7.0 | 0.0 | 1.6 | 0.0 | 0.0 | 0.0 | 1.1088 1.872 1.008 | 1.8144 | 0.0 0.0 0.0 | 0.04431 0.051555 0.072303 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 35.0 35.0 35.0 | 0.000036 0.000036 0.000036 | 0.0 | 0.000007 | 0.00003 | 1.31233 | 1.8144 | 1.24206 | 0.0 | 0.0 | 22.837178 | -0.131211 | 0.00006 | 0.723661 | 0.083757 | -0.713609 -0.800914 -0.592357 | -3.001148 -3.001148 -3.001148 | 112.708442 | 1295.480378 | 0.00002 | 281.082904 | 0.083757 |
| 2017-03-28 00:00:00 | 8.3 | 0.0 | 1.9 | 0.0 | 0.0 | 0.0 | 1.3167 2.223 1.197 | 2.1546 | 0.0 0.0 0.0 | 0.04334 0.048893 0.064061 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 41.5 41.5 41.5 | 0.000043 0.000043 0.000043 | 0.0 | 0.000008 | 0.000035 | 1.568521 | 2.1546 | 1.472664 | 0.0 | 0.0 | 19.142277 | -0.089595 | 0.000038 | 0.586811 | 0.067918 | -0.756949 -0.849808 -0.656417 | -3.00119 -3.001191 -3.001191 | 114.18736 | 1314.622654 | 0.000018 | 245.638485 | 0.067918 |
| 2017-03-29 00:00:00 | 9.0 | 1.5 | 0.8 | 0.0 | 0.0 | 1.2 | 0.5544 0.936 0.504 | 0.9072 | 0.261855 0.000022 0.000144 | 0.145067 0.238297 0.204217 | 0.261855 0.000022 0.000144 | 0.0 0.0 0.0 | 45.0 45.0 45.0 | 0.000046 0.000046 0.000046 | 1.2 | 0.032993 | 0.127486 | 0.503791 | 0.9072 | 0.637859 | 0.0 | 0.0 | 11.98165 | -0.062939 | 0.052181 | 0.488188 | 0.056503 | 0.036129 0.111873 0.339221 | -3.001236 -3.001237 -3.001237 | 114.595218 | 1326.604304 | 0.075323 | 221.303174 | 0.056503 |
| 2017-03-30 00:00:00 | 12.4 | 0.3 | 1.5 | 0.0 | 0.0 | 0.24 | 1.0395 1.755 0.945 | 1.701 | 0.076999 0.000006 0.00005 | 0.397315 0.624883 0.602032 | 0.076999 0.000006 0.00005 | 0.0 0.0 0.0 | 62.0 62.0 62.0 | 0.000064 0.000064 0.000064 | 0.24 | 0.009772 | 0.037475 | 0.802147 | 1.701 | 1.21785 | 0.0 | 0.0 | 11.000393 | -0.046015 | 0.08814 | 0.422891 | 0.048946 | -0.198185 -0.273016 -0.022861 | -3.0013 -3.0013 -3.0013 | 115.341579 | 1337.604697 | 0.024658 | 200.987241 | 0.048946 |
| 2017-03-31 00:00:00 | 15.0 | 0.2 | 2.7 | 0.0 | 0.0 | 0.16 | 1.8711 3.159 1.701 | 3.0618 | 0.023623 0.000001 0.000007 | 0.346813 0.402176 0.468844 | 0.023623 0.000001 0.000007 | 0.0 0.0 0.0 | 75.0 75.0 75.0 | 0.000077 0.000077 0.000077 | 0.16 | 0.00307 | 0.011489 | 1.928512 | 3.0618 | 2.130296 | 0.0 | 0.0 | 11.865254 | -0.032074 | 0.029402 | 0.361631 | 0.041855 | -0.40862 -0.515194 -0.331711 | -3.001377 -3.001377 -3.001377 | 117.234947 | 1349.469952 | 0.006745 | 180.03015 | 0.041855 |
| 2017-04-01 00:00:00 | 11.8 | 4.5 | 1.5 | 0.0 | 0.0 | 3.6 | 1.2825 1.755 0.945 | 1.728 | 1.9917 0.031322 0.415839 | 0.874859 1.42793 0.831929 | 1.9917 0.031322 0.415839 | 0.0 0.0 0.0 | 59.0 59.0 59.0 | 0.00006 0.00006 0.00006 | 3.6 | 0.264801 | 1.00774 | 0.379453 | 1.728 | 1.384995 | 0.0 | 0.0 | -9.849407 | -0.023634 | 0.504803 | 0.332943 | 0.038535 | 0.324821 1.625554 2.02052 | -3.001437 -3.001438 -3.001438 | 117.325965 | 1339.620545 | 0.509683 | 188.948043 | 0.038535 |
| 2017-04-02 00:00:00 | 9.4 | 0.0 | 1.6 | 0.0 | 0.0 | 0.0 | 1.368 1.872 1.008 | 1.8432 | 0.0 0.0 0.0 | 0.610003 1.639835 1.005964 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 47.0 47.0 47.0 | 0.000048 0.000048 0.000048 | 0.0 | 0.00001 | 0.00004 | 0.580673 | 1.8432 | 1.488396 | 0.0 | 0.0 | 14.747024 | -0.038379 | 0.440782 | 0.366954 | 0.042471 | -0.285183 -0.014281 1.014556 | -3.001485 -3.001486 -3.001486 | 117.868251 | 1354.367569 | 0.06894 | 188.662969 | 0.042471 |
| 2017-04-03 00:00:00 | 8.1 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.71 2.34 1.26 | 2.304 | 0.0 0.0 0.0 | 0.226994 0.478502 1.030203 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 40.5 40.5 40.5 | 0.000041 0.000041 0.000041 | 0.0 | 0.000008 | 0.000034 | 1.603398 | 2.304 | 1.835389 | 0.0 | 0.0 | 11.605931 | -0.036231 | 0.059676 | 0.332845 | 0.038524 | -0.512177 -0.492783 -0.015647 | -3.001527 -3.001527 -3.001527 | 119.435409 | 1365.9735 | 0.009298 | 171.043041 | 0.038524 |
| 2017-04-04 00:00:00 | 7.9 | 0.0 | 2.1 | 0.0 | 0.0 | 0.0 | 1.7955 2.457 1.323 | 2.4192 | 0.0 0.0 0.0 | 0.119524 0.161068 0.355469 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 39.5 39.5 39.5 | 0.00004 0.00004 0.00004 | 0.0 | 0.000008 | 0.000033 | 1.875642 | 2.4192 | 1.85517 | 0.0 | 0.0 | 12.526556 | -0.027831 | 0.008696 | 0.284393 | 0.032916 | -0.631701 -0.653851 -0.371116 | -3.001567 -3.001568 -3.001568 | 121.283211 | 1378.500056 | 0.000635 | 153.602915 | 0.032916 |
| 2017-04-05 00:00:00 | 7.5 | 0.4 | 1.7 | 0.0 | 0.0 | 0.32 | 1.4535 1.989 1.071 | 1.9584 | 0.014432 0.000001 0.000008 | 0.119617 0.145282 0.209544 | 0.014432 0.000001 0.000008 | 0.0 0.0 0.0 | 37.5 37.5 37.5 | 0.000038 0.000038 0.000038 | 0.32 | 0.002057 | 0.006848 | 1.49806 | 1.9584 | 1.49404 | 0.0 | 0.0 | 12.228509 | -0.022533 | 0.004273 | 0.243282 | 0.028158 | -0.445751 -0.479133 -0.260668 | -3.001606 -3.001606 -3.001606 | 122.756681 | 1390.728566 | 0.00321 | 139.016072 | 0.028158 |
| 2017-04-06 00:00:00 | 7.2 | 0.0 | 1.7 | 0.0 | 0.0 | 0.0 | 1.4535 1.989 1.071 | 1.9584 | 0.0 0.0 0.0 | 0.126278 0.143979 0.175695 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 36.0 36.0 36.0 | 0.000037 0.000037 0.000037 | 0.0 | 0.000008 | 0.00003 | 1.493898 | 1.9584 | 1.490585 | 0.0 | 0.0 | 11.557872 | -0.019112 | 0.003012 | 0.209656 | 0.024266 | -0.572028 -0.623112 -0.436363 | -3.001642 -3.001643 -3.001643 | 124.231458 | 1402.286437 | 0.000228 | 125.879609 | 0.024266 |
| 2017-04-07 00:00:00 | 8.1 | 0.0 | 0.8 | 0.0 | 0.0 | 0.0 | 0.684 0.936 0.504 | 0.9216 | 0.0 0.0 0.0 | 0.042012 0.045674 0.053504 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 40.5 40.5 40.5 | 0.000041 0.000041 0.000041 | 0.0 | 0.000009 | 0.000033 | 0.721842 | 0.9216 | 0.698471 | 0.0 | 0.0 | 9.523123 | -0.016684 | 0.000212 | 0.181968 | 0.021061 | -0.61404 -0.668787 -0.489867 | -3.001684 -3.001684 -3.001684 | 124.936606 | 1411.809561 | 0.000049 | 115.134203 | 0.021061 |
| 2017-04-08 00:00:00 | 8.6 | 0.0 | 1.3 | 0.0 | 0.0 | 0.0 | 1.1115 1.521 0.819 | 1.4976 | 0.0 0.0 0.0 | 0.055222 0.058913 0.067492 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 43.0 43.0 43.0 | 0.000044 0.000044 0.000044 | 0.0 | 0.00001 | 0.000035 | 1.186647 | 1.4976 | 1.13298 | 0.0 | 0.0 | 8.230108 | -0.01426 | 0.000056 | 0.158913 | 0.018393 | -0.669262 -0.727699 -0.557359 | -3.001728 -3.001728 -3.001728 | 126.108984 | 1420.039669 | 0.000028 | 105.064852 | 0.018393 |
| 2017-04-09 00:00:00 | 10.5 | 0.0 | 2.5 | 0.0 | 0.0 | 0.0 | 2.1375 2.925 1.575 | 2.88 | 0.0 0.0 0.0 | 0.078869 0.082516 0.092006 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 52.5 52.5 52.5 | 0.000054 0.000054 0.000054 | 0.0 | 0.000012 | 0.000043 | 2.310038 | 2.88 | 2.174705 | 0.0 | 0.0 | 10.517266 | -0.012375 | 0.000048 | 0.137392 | 0.015902 | -0.748131 -0.810216 -0.649366 | -3.001781 -3.001782 -3.001782 | 128.406634 | 1430.556935 | 0.000022 | 94.771882 | 0.015902 |
Click to see the graph
>>> round_(model.check_waterbalance(conditions))
0.0
seepage¶
>>> inputs.fxg.series = 10.0
>>> test("wland_v002_seepage",
... axis1=(fluxes.pc, fluxes.fqs, fluxes.fgs, fluxes.rh),
... axis2=(states.dg, states.hs))
Click to see the table
| date | t | p | pet | fxg | fxs | pc | petl | pes | tf | ei | rf | sf | pm | am | ps | pv | pq | etv | es | et | fxs | fxg | cdg | fgs | fqs | rh | r | ic | sp | dv | dg | hq | hs | outlet |
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| 2017-02-10 00:00:00 | -2.8 | 0.0 | 0.6 | 10.0 | 0.0 | 0.0 | 0.3942 0.702 0.378 | 0.6588 | 0.0 0.0 0.0 | 0.0 0.000001 0.0 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.000117 0.000117 0.000117 | 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.494343 | 0.400191 | 0.444015 | 0.0 | 11.337868 | -441.309773 | 0.327496 | 0.0 | 0.001252 | 0.000145 | -3.0 -3.000001 -3.0 | -3.0 -3.0 -3.0 | 129.48397 | 1158.690227 | 0.0 | 11.979809 | 0.000145 |
| 2017-02-11 00:00:00 | -1.5 | 0.4 | 0.8 | 10.0 | 0.0 | 0.32 | 0.5256 0.936 0.504 | 0.8784 | 0.000001 0.0 0.0 | 0.000001 0.000002 0.000001 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.009388 0.009388 0.009388 | 0.0 0.0 0.0 | 0.32 | 0.0 | 0.0 | 0.659727 | 0.8784 | 0.599448 | 0.0 | 11.337868 | -75.61766 | 0.677019 | 0.0 | 0.018407 | 0.00213 | -2.680002 -2.680003 -2.680002 | -3.0 -3.0 -3.0 | 119.482847 | 1083.072567 | 0.0 | 40.357603 | 0.00213 |
| 2017-02-12 00:00:00 | -0.9 | 0.0 | 0.7 | 10.0 | 0.0 | 0.0 | 0.4599 0.819 0.441 | 0.7686 | 0.0 0.0 0.0 | 0.000002 0.000004 0.000002 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.069591 0.069591 0.069591 | 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.577679 | 0.7686 | 0.524888 | 0.0 | 11.337868 | -69.597799 | 0.891538 | 0.0 | 0.06084 | 0.007042 | -2.680004 -2.680007 -2.680004 | -3.0 -3.0 -3.0 | 109.614196 | 1013.474769 | 0.0 | 75.863798 | 0.007042 |
| 2017-02-13 00:00:00 | -1.6 | 0.0 | 0.4 | 10.0 | 0.0 | 0.0 | 0.2628 0.468 0.252 | 0.4392 | 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.006707 0.006707 0.006707 | 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.330299 | 0.4392 | 0.300109 | 0.0 | 11.337868 | -70.558321 | 1.110172 | 0.0 | 0.131061 | 0.015169 | -2.680005 -2.680009 -2.680005 | -3.0 -3.0 -3.0 | 99.716798 | 942.916447 | 0.0 | 117.830156 | 0.015169 |
| 2017-02-14 00:00:00 | -1.3 | 0.0 | 0.4 | 10.0 | 0.0 | 0.0 | 0.2628 0.468 0.252 | 0.4392 | 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.018374 0.018374 0.018374 | 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.330458 | 0.4392 | 0.30025 | 0.0 | 11.337868 | -71.337687 | 1.339503 | 0.0 | 0.231332 | 0.026775 | -2.680007 -2.680011 -2.680006 | -3.0 -3.0 -3.0 | 90.048891 | 871.578761 | 0.0 | 164.896456 | 0.026775 |
| 2017-02-15 00:00:00 | 1.7 | 0.0 | 0.4 | 10.0 | 0.0 | 0.0 | 0.2628 0.468 0.252 | 0.4392 | 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 8.50479 8.50479 8.50479 | 0.000009 0.000009 0.000009 | 0.0 | 0.000001 | 0.000008 | 0.330587 | 0.4392 | 0.300363 | 0.0 | 11.337868 | -71.733386 | 1.575409 | 0.000004 | 0.361738 | 0.041868 | -2.680008 -2.680013 -2.680007 | -3.000008 -3.000009 -3.000009 | 80.617017 | 799.845375 | 0.000003 | 215.846115 | 0.041868 |
| 2017-02-16 00:00:00 | 4.4 | 0.2 | 0.4 | 10.0 | 0.0 | 0.16 | 0.2628 0.468 0.252 | 0.4392 | 0.000001 0.0 0.0 | 0.000002 0.000003 0.000002 | 0.000001 0.0 0.0 | 0.0 0.0 0.0 | 22.000001 22.000001 22.000001 | 0.000023 0.000023 0.000023 | 0.16 | 0.000002 | 0.000021 | 0.33069 | 0.4392 | 0.300455 | 0.0 | 11.337868 | -72.274211 | 1.817813 | 0.000015 | 0.521079 | 0.06031 | -2.52001 -2.520016 -2.520009 | -3.000031 -3.000032 -3.000032 | 71.427649 | 727.571164 | 0.00001 | 269.679233 | 0.06031 |
| 2017-02-17 00:00:00 | 4.5 | 4.5 | 0.3 | 10.0 | 0.0 | 3.6 | 0.1971 0.351 0.189 | 0.3294 | 0.715966 0.000866 0.002554 | 0.045788 0.103395 0.056195 | 0.715966 0.000866 0.002554 | 0.0 0.0 0.0 | 22.5 22.5 22.5 | 0.000023 0.000023 0.000023 | 3.6 | 0.029375 | 0.40368 | 0.18317 | 0.3294 | 0.230973 | 0.0 | 11.337868 | -74.370245 | 2.062218 | 0.105045 | 0.715074 | 0.082763 | 0.318236 0.975723 1.021242 | -3.000054 -3.000055 -3.000055 | 62.305793 | 653.200919 | 0.298644 | 333.287169 | 0.082763 |
| 2017-02-18 00:00:00 | 3.4 | 0.0 | 0.3 | 10.0 | 0.0 | 0.0 | 0.1971 0.351 0.189 | 0.3294 | 0.0 0.0 0.0 | 0.14799 0.341643 0.1863 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 17.000016 17.000016 17.000016 | 0.000018 0.000018 0.000018 | 0.0 | 0.000001 | 0.000017 | 0.035821 | 0.3294 | 0.243901 | 0.0 | 11.337868 | -76.641186 | 2.288689 | 0.258175 | 0.971891 | 0.112487 | 0.170246 0.634081 0.834941 | -3.000072 -3.000072 -3.000072 | 53.292434 | 576.559733 | 0.040486 | 397.944963 | 0.112487 |
| 2017-02-19 00:00:00 | 4.8 | 3.2 | 0.4 | 10.0 | 0.0 | 2.56 | 0.2628 0.468 0.252 | 0.4392 | 2.024047 0.452944 0.899585 | 0.221752 0.46542 0.251473 | 2.024047 0.452944 0.899585 | 0.0 0.0 0.0 | 24.0 24.0 24.0 | 0.000025 0.000025 0.000025 | 2.56 | 0.053722 | 1.391945 | 0.028199 | 0.4392 | 0.325524 | 0.0 | 11.337868 | -80.483142 | 2.531986 | 0.752747 | 1.262124 | 0.146079 | 0.484447 2.275716 2.243883 | -3.000097 -3.000097 -3.000097 | 44.461029 | 496.076591 | 0.679683 | 485.504799 | 0.146079 |
| 2017-02-20 00:00:00 | 6.7 | 4.6 | 0.3 | 10.0 | 0.0 | 3.68 | 0.1971 0.351 0.189 | 0.3294 | 3.340109 2.972326 3.20822 | 0.184113 0.350996 0.188997 | 3.340109 2.972326 3.20822 | 0.0 0.0 0.0 | 33.5 33.5 33.5 | 0.000035 0.000035 0.000035 | 3.68 | 0.078869 | 3.145638 | 0.008653 | 0.3294 | 0.244193 | 0.0 | 11.337868 | -87.800946 | 2.582104 | 2.345023 | 1.796926 | 0.207977 | 0.640224 2.632393 2.526666 | -3.000131 -3.000131 -3.000131 | 35.635049 | 408.275645 | 1.480298 | 627.786042 | 0.207977 |
| 2017-02-21 00:00:00 | 5.8 | 2.3 | 0.6 | 10.0 | 0.0 | 1.84 | 0.3942 0.702 0.378 | 0.6588 | 1.642161 1.408849 1.618933 | 0.36381 0.701991 0.377995 | 1.642161 1.408849 1.618933 | 0.0 0.0 0.0 | 29.0 29.0 29.0 | 0.00003 0.00003 0.00003 | 1.84 | 0.023727 | 1.548519 | 0.02025 | 0.6588 | 0.488386 | 0.0 | 11.337868 | -95.251406 | 2.593033 | 2.171734 | 2.461989 | 0.284952 | 0.474253 2.361553 2.369738 | -3.000161 -3.000161 -3.000161 | 26.886736 | 313.024239 | 0.857083 | 726.635535 | 0.284952 |
| 2017-02-22 00:00:00 | 6.5 | 18.0 | 0.8 | 10.0 | 0.0 | 14.4 | 0.5256 0.936 0.504 | 0.8784 | 13.589478 13.049179 13.564578 | 0.504698 0.935996 0.503997 | 13.589478 13.049179 13.564578 | 0.0 0.0 0.0 | 32.5 32.5 32.5 | 0.000033 0.000033 0.000033 | 14.4 | 0.104482 | 13.330898 | 0.013929 | 0.8784 | 0.65119 | 0.0 | 11.337868 | -118.316903 | 2.297264 | 8.236517 | 3.557066 | 0.411697 | 0.780078 2.776379 2.701163 | -3.000194 -3.000195 -3.000195 | 17.755577 | 194.707336 | 5.951463 | 1067.202505 | 0.411697 |
| 2017-02-23 00:00:00 | 5.0 | 19.2 | 0.5 | 10.0 | 0.0 | 15.36 | 0.3285 0.585 0.315 | 0.549 | 14.927269 14.656171 14.931694 | 0.322035 0.584999 0.314999 | 14.927269 14.656171 14.931694 | 0.0 0.0 0.0 | 25.0 25.0 25.0 | 0.000026 0.000026 0.000026 | 15.36 | 0.038178 | 14.812047 | 0.004309 | 0.549 | 0.406996 | 0.0 | 11.337868 | -171.354429 | 0.761944 | 13.535909 | 6.280161 | 0.726871 | 0.890774 2.895209 2.81447 | -3.00022 -3.000221 -3.000221 | 7.145783 | 23.352907 | 7.227601 | 1464.866745 | 0.726871 |
| 2017-02-24 00:00:00 | 3.0 | 0.4 | 0.8 | 10.0 | 0.0 | 0.32 | 0.5256 0.936 0.504 | 0.8784 | 0.294508 0.228504 0.294805 | 0.495654 0.935979 0.503995 | 0.294508 0.228504 0.294805 | 0.0 0.0 0.0 | 15.00006 15.00006 15.00006 | 0.000015 0.000015 0.000015 | 0.32 | 0.00005 | 0.274707 | 0.019964 | 0.8784 | 0.65119 | 0.0 | 11.337868 | -25.762383 | 0.470716 | 6.412004 | 7.794024 | 0.902086 | 0.420612 2.050726 2.335669 | -3.000236 -3.000236 -3.000236 | -3.701454 | -2.409476 | 1.090304 | 1409.553961 | 0.902086 |
| 2017-02-25 00:00:00 | 3.1 | 8.3 | 0.5 | 10.0 | 0.0 | 6.64 | 0.3285 0.585 0.315 | 0.549 | 6.067423 5.421468 6.057732 | 0.308292 0.584994 0.314997 | 6.067423 5.421468 6.057732 | 0.0 0.0 0.0 | 15.500043 15.500043 15.500043 | 0.000016 0.000016 0.000016 | 6.64 | 0.0 | 5.872684 | 0.01347 | 0.549 | 0.406994 | 0.0 | 11.337868 | -6.780221 | 4.500179 | 4.21241 | 7.327716 | 0.848115 | 0.684897 2.684264 2.60294 | -3.000251 -3.000252 -3.000252 | -10.525673 | -9.189697 | 2.750577 | 1454.125153 | 0.848115 |
| 2017-02-26 00:00:00 | 7.1 | 5.3 | 0.4 | 10.0 | 0.0 | 4.24 | 0.2628 0.468 0.252 | 0.4392 | 3.990618 3.797448 3.989293 | 0.251901 0.467998 0.251998 | 3.990618 3.797448 3.989293 | 0.0 0.0 0.0 | 35.5 35.5 35.5 | 0.000037 0.000037 0.000037 | 4.24 | 0.0 | 3.932571 | 0.007265 | 0.4392 | 0.325597 | 0.0 | 11.337868 | -7.072739 | 4.217228 | 4.611493 | 7.772177 | 0.899558 | 0.682378 2.658817 2.601648 | -3.000288 -3.000288 -3.000288 | -17.639048 | -16.262436 | 2.071655 | 1481.260033 | 0.899558 |
| 2017-02-27 00:00:00 | 9.4 | 0.7 | 1.3 | 10.0 | 0.0 | 0.56 | 0.8541 1.521 0.819 | 1.4274 | 0.424053 0.206901 0.404342 | 0.695521 1.52066 0.818961 | 0.424053 0.206901 0.404342 | 0.0 0.0 0.0 | 47.0 47.0 47.0 | 0.000048 0.000048 0.000048 | 0.56 | 0.0 | 0.356985 | 0.105809 | 1.4274 | 1.05817 | 0.0 | 11.337868 | -5.373285 | 6.507355 | 2.016054 | 7.818684 | 0.90494 | 0.122804 1.491256 1.938345 | -3.000336 -3.000337 -3.000337 | -22.363753 | -21.635721 | 0.412586 | 1475.219428 | 0.90494 |
| 2017-02-28 00:00:00 | 4.6 | 2.7 | 0.9 | 10.0 | 0.0 | 2.16 | 0.5913 1.053 0.567 | 0.9882 | 1.504266 0.475364 1.340625 | 0.45369 1.052728 0.566963 | 1.504266 0.475364 1.340625 | 0.0 0.0 0.0 | 23.0 23.0 23.0 | 0.000024 0.000024 0.000024 | 2.16 | 0.0 | 1.179255 | 0.091812 | 0.9882 | 0.732576 | 0.0 | 11.337868 | -3.307635 | 7.995769 | 0.990315 | 7.840678 | 0.907486 | 0.324849 2.123164 2.190757 | -3.00036 -3.000361 -3.000361 | -25.61404 | -24.943356 | 0.601526 | 1485.496171 | 0.907486 |
| 2017-03-01 00:00:00 | 3.7 | 1.6 | 0.7 | 10.0 | 0.0 | 1.28 | 0.4851 0.819 0.441 | 0.7938 | 0.950677 0.497096 0.87597 | 0.384085 0.818947 0.440979 | 0.950677 0.497096 0.87597 | 0.0 0.0 0.0 | 18.500006 18.500006 18.500006 | 0.000019 0.000019 0.000019 | 1.28 | 0.0 | 0.807151 | 0.067348 | 0.7938 | 0.585105 | 0.0 | 11.337868 | -3.305348 | 8.00434 | 0.982014 | 7.909205 | 0.915417 | 0.270086 2.08712 2.153807 | -3.000379 -3.00038 -3.00038 | -28.880221 | -28.248704 | 0.426663 | 1491.632207 | 0.915417 |
| 2017-03-02 00:00:00 | 4.7 | 2.5 | 0.7 | 10.0 | 0.0 | 2.0 | 0.4851 0.819 0.441 | 0.7938 | 1.532258 1.008873 1.46039 | 0.393812 0.818966 0.440983 | 1.532258 1.008873 1.46039 | 0.0 0.0 0.0 | 23.5 23.5 23.5 | 0.000024 0.000024 0.000024 | 2.0 | 0.0 | 1.36808 | 0.060859 | 0.7938 | 0.585107 | 0.0 | 11.337868 | -3.267029 | 7.944702 | 1.133532 | 7.969103 | 0.92235 | 0.344016 2.259281 2.252434 | -3.000403 -3.000404 -3.000404 | -32.212529 | -31.515733 | 0.661211 | 1500.287678 | 0.92235 |
| 2017-03-03 00:00:00 | 5.9 | 0.6 | 1.1 | 10.0 | 0.0 | 0.48 | 0.7623 1.287 0.693 | 1.2474 | 0.289004 0.088949 0.242189 | 0.505952 1.286374 0.692918 | 0.289004 0.088949 0.242189 | 0.0 0.0 0.0 | 29.5 29.5 29.5 | 0.00003 0.00003 0.00003 | 0.48 | 0.0 | 0.224336 | 0.171079 | 1.2474 | 0.919439 | 0.0 | 11.337868 | -3.014921 | 8.35274 | 0.711968 | 8.009542 | 0.92703 | 0.029061 1.363959 1.797327 | -3.000434 -3.000434 -3.000434 | -35.026579 | -34.530654 | 0.173579 | 1502.285426 | 0.92703 |
| 2017-03-04 00:00:00 | 7.7 | 0.2 | 1.0 | 10.0 | 0.0 | 0.16 | 0.693 1.17 0.63 | 1.134 | 0.055998 0.000737 0.020493 | 0.286944 1.128621 0.629375 | 0.055998 0.000737 0.020493 | 0.0 0.0 0.0 | 38.5 38.5 38.5 | 0.00004 0.00004 0.00004 | 0.16 | 0.0 | 0.035909 | 0.28445 | 1.134 | 0.835782 | 0.0 | 11.337868 | -2.163172 | 8.999878 | 0.171979 | 8.029476 | 0.929337 | -0.153882 0.3946 1.307459 | -3.000473 -3.000474 -3.000474 | -37.08012 | -36.693825 | 0.037509 | 1505.159235 | 0.929337 |
| 2017-03-05 00:00:00 | 6.3 | 1.7 | 0.8 | 10.0 | 0.0 | 1.36 | 0.5544 0.936 0.504 | 0.9072 | 0.699272 0.001281 0.261612 | 0.321169 0.881292 0.503638 | 0.699272 0.001281 0.261612 | 0.0 0.0 0.0 | 31.5 31.5 31.5 | 0.000032 0.000032 0.000032 | 1.36 | 0.0 | 0.446141 | 0.173696 | 0.9072 | 0.668648 | 0.0 | 11.337868 | -2.128036 | 8.949278 | 0.264427 | 8.061201 | 0.933009 | 0.185678 0.872028 1.902208 | -3.000506 -3.000506 -3.000506 | -39.295014 | -38.821861 | 0.219222 | 1510.172073 | 0.933009 |
| 2017-03-06 00:00:00 | 3.7 | 0.3 | 0.6 | 10.0 | 0.0 | 0.24 | 0.4158 0.702 0.378 | 0.6804 | 0.131675 0.000231 0.068176 | 0.255712 0.664055 0.377897 | 0.131675 0.000231 0.068176 | 0.0 0.0 0.0 | 18.500006 18.500006 18.500006 | 0.000019 0.000019 0.000019 | 0.24 | 0.0 | 0.085911 | 0.119356 | 0.6804 | 0.501505 | 0.0 | 11.337868 | -2.2859 | 8.983596 | 0.239648 | 8.092409 | 0.936621 | 0.038291 0.447742 1.696135 | -3.000525 -3.000525 -3.000525 | -41.529931 | -41.107761 | 0.065486 | 1513.030538 | 0.936621 |
| 2017-03-07 00:00:00 | 1.6 | 0.0 | 0.7 | 10.0 | 0.0 | 0.0 | 0.4851 0.819 0.441 | 0.7938 | 0.0 0.0 0.0 | 0.203127 0.528999 0.440409 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 8.006707 8.006707 8.006707 | 0.000008 0.000008 0.000008 | 0.0 | 0.0 | 0.000008 | 0.284608 | 0.7938 | 0.585025 | 0.0 | 11.337868 | -1.909938 | 9.215405 | 0.056508 | 8.11516 | 0.939255 | -0.164836 -0.081258 1.255726 | -3.000533 -3.000533 -3.000533 | -43.367786 | -43.017699 | 0.008986 | 1515.646959 | 0.939255 |
| 2017-03-08 00:00:00 | 4.0 | 1.8 | 0.7 | 10.0 | 0.0 | 1.44 | 0.4851 0.819 0.441 | 0.7938 | 0.768015 0.000467 0.302361 | 0.289689 0.646975 0.44066 | 0.768015 0.000467 0.302361 | 0.0 0.0 0.0 | 20.000002 20.000002 20.000002 | 0.000021 0.000021 0.000021 | 1.44 | 0.0 | 0.491206 | 0.18759 | 0.7938 | 0.585062 | 0.0 | 11.337868 | -2.002463 | 9.033775 | 0.260782 | 8.143847 | 0.942575 | 0.217459 0.711301 1.952705 | -3.000553 -3.000554 -3.000554 | -45.484289 | -45.020162 | 0.23941 | 1520.268637 | 0.942575 |
| 2017-03-09 00:00:00 | 5.6 | 8.9 | 0.5 | 10.0 | 0.0 | 7.12 | 0.3465 0.585 0.315 | 0.567 | 6.357862 4.564533 6.159076 | 0.317363 0.584264 0.314994 | 6.357862 4.564533 6.159076 | 0.0 0.0 0.0 | 28.0 28.0 28.0 | 0.000029 0.000029 0.000029 | 7.12 | 0.0 | 5.800014 | 0.019668 | 0.567 | 0.417939 | 0.0 | 11.337868 | -4.423548 | 5.966304 | 3.318541 | 8.245545 | 0.954346 | 0.662235 2.682504 2.598635 | -3.000582 -3.000583 -3.000583 | -50.836186 | -49.44371 | 2.720883 | 1540.266902 | 0.954346 |
| 2017-03-10 00:00:00 | 5.8 | 0.0 | 0.8 | 10.0 | 0.0 | 0.0 | 0.5544 0.936 0.504 | 0.9072 | 0.0 0.0 0.0 | 0.473407 0.93593 0.503987 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 29.0 29.0 29.0 | 0.00003 0.00003 0.00003 | 0.0 | 0.0 | 0.00003 | 0.054013 | 0.9072 | 0.668701 | 0.0 | 11.337868 | -5.347613 | 6.689537 | 2.353198 | 8.293707 | 0.95992 | 0.188828 1.746574 2.094648 | -3.000612 -3.000612 -3.000612 | -55.430505 | -54.791324 | 0.367714 | 1534.989641 | 0.95992 |
| 2017-03-11 00:00:00 | 5.7 | 0.0 | 1.0 | 10.0 | 0.0 | 0.0 | 0.693 1.17 0.63 | 1.134 | 0.0 0.0 0.0 | 0.342769 1.155579 0.629754 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 28.5 28.5 28.5 | 0.000029 0.000029 0.000029 | 0.0 | 0.0 | 0.000029 | 0.238268 | 1.134 | 0.835837 | 0.0 | 11.337868 | -2.288399 | 9.101612 | 0.317906 | 8.286048 | 0.959033 | -0.153941 0.590995 1.464894 | -3.000641 -3.000642 -3.000642 | -57.428493 | -57.079722 | 0.049838 | 1536.511712 | 0.959033 |
| 2017-03-12 00:00:00 | 4.6 | 0.0 | 1.2 | 10.0 | 0.0 | 0.0 | 0.8316 1.404 0.756 | 1.3608 | 0.0 0.0 0.0 | 0.194386 0.813195 0.748164 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 23.0 23.0 23.0 | 0.000024 0.000024 0.000024 | 0.0 | 0.0 | 0.000024 | 0.621679 | 1.3608 | 1.002235 | 0.0 | 11.337868 | -1.408605 | 9.427044 | 0.043089 | 8.299972 | 0.960645 | -0.348328 -0.222201 0.71673 | -3.000665 -3.000665 -3.000665 | -58.717639 | -58.488328 | 0.006772 | 1537.996327 | 0.960645 |
| 2017-03-13 00:00:00 | 4.2 | 0.9 | 0.9 | 10.0 | 0.0 | 0.72 | 0.6237 1.053 0.567 | 1.0206 | 0.198895 0.000023 0.00296 | 0.207398 0.453561 0.552677 | 0.198895 0.000023 0.00296 | 0.0 0.0 0.0 | 21.000001 21.000001 21.000001 | 0.000022 0.000022 0.000022 | 0.72 | 0.0 | 0.119662 | 0.477299 | 1.0206 | 0.750849 | 0.0 | 11.337868 | -1.371286 | 9.406449 | 0.066023 | 8.314634 | 0.962342 | -0.03462 0.044215 0.881093 | -3.000687 -3.000687 -3.000687 | -60.171759 | -59.859614 | 0.060411 | 1540.023583 | 0.962342 |
| 2017-03-14 00:00:00 | 7.4 | 0.1 | 0.9 | 10.0 | 0.0 | 0.08 | 0.6237 1.053 0.567 | 1.0206 | 0.023841 0.000002 0.000192 | 0.223276 0.376887 0.534972 | 0.023841 0.000002 0.000192 | 0.0 0.0 0.0 | 37.0 37.0 37.0 | 0.000038 0.000038 0.000038 | 0.08 | 0.0 | 0.014363 | 0.492272 | 1.0206 | 0.749114 | 0.0 | 11.337868 | -1.451433 | 9.435494 | 0.060692 | 8.330074 | 0.964129 | -0.201738 -0.252674 0.425928 | -3.000725 -3.000725 -3.000725 | -61.581862 | -61.311047 | 0.014082 | 1541.658457 | 0.964129 |
| 2017-03-15 00:00:00 | 6.3 | 0.0 | 1.2 | 10.0 | 0.0 | 0.0 | 0.8316 1.404 0.756 | 1.3608 | 0.0 0.0 0.0 | 0.171522 0.21667 0.4912 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 31.5 31.5 31.5 | 0.000032 0.000032 0.000032 | 0.0 | 0.0 | 0.000032 | 0.835747 | 1.3608 | 0.977039 | 0.0 | 11.337868 | -1.070293 | 9.504299 | 0.012139 | 8.342553 | 0.965573 | -0.37326 -0.469344 -0.065272 | -3.000757 -3.000757 -3.000757 | -62.579684 | -62.38134 | 0.001975 | 1542.904392 | 0.965573 |
| 2017-03-16 00:00:00 | 8.7 | 0.0 | 1.4 | 10.0 | 0.0 | 0.0 | 0.9702 1.638 0.882 | 1.5876 | 0.0 0.0 0.0 | 0.116223 0.128208 0.249667 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 43.5 43.5 43.5 | 0.000045 0.000045 0.000045 | 0.0 | 0.0 | 0.000045 | 1.07248 | 1.5876 | 1.108179 | 0.0 | 11.337868 | -0.788817 | 9.537175 | 0.001726 | 8.3518 | 0.966644 | -0.489483 -0.597552 -0.314939 | -3.000802 -3.000802 -3.000802 | -63.307898 | -63.170156 | 0.000294 | 1544.400748 | 0.966644 |
| 2017-03-17 00:00:00 | 6.4 | 3.9 | 1.1 | 10.0 | 0.0 | 3.12 | 0.7623 1.287 0.693 | 1.2474 | 1.81855 0.016239 0.253053 | 0.484984 0.989407 0.602651 | 1.81855 0.016239 0.253053 | 0.0 0.0 0.0 | 32.0 32.0 32.0 | 0.000033 0.000033 0.000033 | 3.12 | 0.0 | 1.12134 | 0.284049 | 1.2474 | 0.910595 | 0.0 | 11.337868 | -1.724515 | 8.935511 | 0.551642 | 8.37268 | 0.96906 | 0.326983 1.516802 1.949358 | -3.000834 -3.000835 -3.000835 | -65.426207 | -64.894671 | 0.569992 | 1548.725862 | 0.96906 |
| 2017-03-18 00:00:00 | 5.2 | 8.7 | 1.1 | 10.0 | 0.0 | 6.96 | 0.7623 1.287 0.693 | 1.2474 | 6.071439 4.671048 5.751904 | 0.685957 1.286933 0.692984 | 6.071439 4.671048 5.751904 | 0.0 0.0 0.0 | 26.0 26.0 26.0 | 0.000027 0.000027 0.000027 | 6.96 | 0.0 | 5.619395 | 0.050913 | 1.2474 | 0.919467 | 0.0 | 11.337868 | -4.678908 | 5.785492 | 3.579887 | 8.45148 | 0.978181 | 0.529587 2.51882 2.46447 | -3.000861 -3.000862 -3.000862 | -70.92767 | -69.573579 | 2.6095 | 1562.419129 | 0.978181 |
| 2017-03-19 00:00:00 | 5.1 | 26.4 | 0.5 | 10.0 | 0.0 | 21.12 | 0.3465 0.585 0.315 | 0.567 | 20.402804 20.094766 20.410313 | 0.337475 0.584999 0.314999 | 20.402804 20.094766 20.410313 | 0.0 0.0 0.0 | 25.5 25.5 25.5 | 0.000026 0.000026 0.000026 | 21.12 | 0.0 | 20.31117 | 0.006017 | 0.567 | 0.417941 | 0.0 | 11.337868 | -13.741511 | -5.099846 | 13.714547 | 8.666954 | 1.00312 | 0.909308 2.959056 2.859158 | -3.000887 -3.000888 -3.000888 | -87.359368 | -83.31509 | 9.206122 | 1596.734061 | 1.00312 |
| 2017-03-20 00:00:00 | 8.7 | 11.5 | 0.6 | 10.0 | 0.0 | 9.2 | 0.4158 0.702 0.378 | 0.6804 | 8.931936 8.697492 8.951417 | 0.406537 0.701998 0.377999 | 8.931936 8.697492 8.951417 | 0.0 0.0 0.0 | 43.5 43.5 43.5 | 0.000045 0.000045 0.000045 | 9.2 | 0.0 | 8.863595 | 0.006176 | 0.6804 | 0.50153 | 0.0 | 11.337868 | -17.221206 | -4.551639 | 13.006593 | 8.79988 | 1.018505 | 0.770835 2.759566 2.729743 | -3.000932 -3.000932 -3.000932 | -103.2427 | -100.536296 | 5.063124 | 1601.855431 | 1.018505 |
| 2017-03-21 00:00:00 | 6.2 | 0.9 | 1.5 | 10.0 | 0.0 | 0.72 | 1.0395 1.755 0.945 | 1.701 | 0.554136 0.27601 0.548116 | 0.842885 1.754558 0.944963 | 0.554136 0.27601 0.548116 | 0.0 0.0 0.0 | 31.0 31.0 31.0 | 0.000032 0.000032 0.000032 | 0.72 | 0.0 | 0.470128 | 0.131219 | 1.701 | 1.253818 | 0.0 | 11.337868 | -8.343375 | 4.769682 | 4.675708 | 8.813693 | 1.020103 | 0.093815 1.448998 1.956663 | -3.000964 -3.000964 -3.000964 | -109.679667 | -108.879671 | 0.857544 | 1599.64249 | 1.020103 |
| 2017-03-22 00:00:00 | 5.9 | 0.0 | 2.0 | 10.0 | 0.0 | 0.0 | 1.386 2.34 1.26 | 2.268 | 0.0 0.0 0.0 | 0.443224 1.687536 1.251484 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 29.5 29.5 29.5 | 0.00003 0.00003 0.00003 | 0.0 | 0.0 | 0.00003 | 0.845974 | 2.268 | 1.670906 | 0.0 | 11.337868 | -1.958155 | 9.229906 | 0.741361 | 8.811762 | 1.01988 | -0.349409 -0.238537 0.705179 | -3.000994 -3.000994 -3.000994 | -110.941655 | -110.837826 | 0.116214 | 1600.151914 | 1.01988 |
| 2017-03-23 00:00:00 | 5.2 | 0.0 | 1.6 | 10.0 | 0.0 | 0.0 | 1.1088 1.872 1.008 | 1.8144 | 0.0 0.0 0.0 | 0.139055 0.270034 0.749157 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 26.0 26.0 26.0 | 0.000027 0.000027 0.000027 | 0.0 | 0.0 | 0.000027 | 1.180443 | 1.8144 | 1.31201 | 0.0 | 11.337868 | -0.312602 | 9.920932 | 0.100395 | 8.813482 | 1.020079 | -0.488464 -0.508571 -0.043978 | -3.001021 -3.001021 -3.001021 | -111.178149 | -111.150428 | 0.015846 | 1600.095851 | 1.020079 |
| 2017-03-24 00:00:00 | 5.2 | 0.0 | 1.6 | 10.0 | 0.0 | 0.0 | 1.1088 1.872 1.008 | 1.8144 | 0.0 0.0 0.0 | 0.087824 0.124941 0.285357 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 26.0 26.0 26.0 | 0.000027 0.000027 0.000027 | 0.0 | 0.0 | 0.000027 | 1.262958 | 1.8144 | 1.266555 | 0.0 | 11.337868 | -0.075795 | 10.021932 | 0.013699 | 8.814087 | 1.020149 | -0.576288 -0.633511 -0.329335 | -3.001047 -3.001048 -3.001048 | -111.231128 | -111.226223 | 0.002174 | 1600.215539 | 1.020149 |
| 2017-03-25 00:00:00 | 5.9 | 0.0 | 1.2 | 10.0 | 0.0 | 0.0 | 0.8316 1.404 0.756 | 1.3608 | 0.0 0.0 0.0 | 0.049332 0.062932 0.109506 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 29.5 29.5 29.5 | 0.00003 0.00003 0.00003 | 0.0 | 0.0 | 0.00003 | 0.9685 | 1.3608 | 0.939674 | 0.0 | 11.337868 | -0.280474 | 10.033511 | 0.001894 | 8.815368 | 1.020297 | -0.62562 -0.696443 -0.438841 | -3.001078 -3.001078 -3.001078 | -111.566986 | -111.506697 | 0.00031 | 1600.656991 | 1.020297 |
| 2017-03-26 00:00:00 | 6.7 | 0.0 | 1.3 | 10.0 | 0.0 | 0.0 | 0.9009 1.521 0.819 | 1.4742 | 0.0 0.0 0.0 | 0.043678 0.052857 0.081065 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 33.5 33.5 33.5 | 0.000034 0.000034 0.000034 | 0.0 | 0.0 | 0.000034 | 1.060824 | 1.4742 | 1.014298 | 0.0 | 11.337868 | -0.257699 | 10.032794 | 0.000287 | 8.818047 | 1.020607 | -0.669298 -0.7493 -0.519906 | -3.001112 -3.001112 -3.001112 | -111.811236 | -111.764396 | 0.000057 | 1600.740704 | 1.020607 |
| 2017-03-27 00:00:00 | 7.0 | 0.0 | 1.6 | 10.0 | 0.0 | 0.0 | 1.1088 1.872 1.008 | 1.8144 | 0.0 0.0 0.0 | 0.044309 0.051566 0.072339 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 35.0 35.0 35.0 | 0.000036 0.000036 0.000036 | 0.0 | 0.0 | 0.000036 | 1.316424 | 1.8144 | 1.245678 | 0.0 | 11.337868 | -0.032242 | 10.045224 | 0.00007 | 8.819349 | 1.020758 | -0.713608 -0.800866 -0.592246 | -3.001148 -3.001148 -3.001148 | -111.787456 | -111.796638 | 0.000023 | 1600.956663 | 1.020758 |
| 2017-03-28 00:00:00 | 8.3 | 0.0 | 1.9 | 10.0 | 0.0 | 0.0 | 1.3167 2.223 1.197 | 2.1546 | 0.0 0.0 0.0 | 0.043339 0.048902 0.064086 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 41.5 41.5 41.5 | 0.000043 0.000043 0.000043 | 0.0 | 0.0 | 0.000043 | 1.57355 | 2.1546 | 1.477104 | 0.0 | 11.337868 | 0.226424 | 10.03735 | 0.000044 | 8.818533 | 1.020664 | -0.756947 -0.849768 -0.656332 | -3.00119 -3.001191 -3.001191 | -111.514425 | -111.570214 | 0.000022 | 1600.524687 | 1.020664 |
| 2017-03-29 00:00:00 | 9.0 | 1.5 | 0.8 | 10.0 | 0.0 | 1.2 | 0.5544 0.936 0.504 | 0.9072 | 0.262344 0.000023 0.000145 | 0.145287 0.238686 0.204268 | 0.262344 0.000023 0.000145 | 0.0 0.0 0.0 | 45.0 45.0 45.0 | 0.000046 0.000046 0.000046 | 1.2 | 0.0 | 0.157474 | 0.505162 | 0.9072 | 0.639318 | 0.0 | 11.337868 | -0.618551 | 9.938123 | 0.064378 | 8.820235 | 1.020861 | 0.035422 0.111523 0.339255 | -3.001236 -3.001237 -3.001237 | -112.409009 | -112.188765 | 0.093117 | 1601.231505 | 1.020861 |
| 2017-03-30 00:00:00 | 12.4 | 0.3 | 1.5 | 10.0 | 0.0 | 0.24 | 1.0395 1.755 0.945 | 1.701 | 0.076871 0.000006 0.00005 | 0.396709 0.624107 0.601753 | 0.076871 0.000006 0.00005 | 0.0 0.0 0.0 | 62.0 62.0 62.0 | 0.000064 0.000064 0.000064 | 0.24 | 0.0 | 0.046193 | 0.805463 | 1.701 | 1.220163 | 0.0 | 11.337868 | -0.72093 | 9.938832 | 0.108768 | 8.827675 | 1.021722 | -0.198158 -0.27259 -0.022548 | -3.0013 -3.0013 -3.0013 | -113.002582 | -112.909695 | 0.030542 | 1602.01887 | 1.021722 |
| 2017-03-31 00:00:00 | 15.0 | 0.2 | 2.7 | 10.0 | 0.0 | 0.16 | 1.8711 3.159 1.701 | 3.0618 | 0.023626 0.000001 0.000007 | 0.346844 0.403413 0.470504 | 0.023626 0.000001 0.000007 | 0.0 0.0 0.0 | 75.0 75.0 75.0 | 0.000077 0.000077 0.000077 | 0.16 | 0.0 | 0.014253 | 1.934631 | 3.0618 | 2.136238 | 0.0 | 11.337868 | 0.390604 | 10.022251 | 0.035203 | 8.828681 | 1.021838 | -0.408628 -0.516004 -0.333059 | -3.001377 -3.001377 -3.001377 | -112.383569 | -112.519091 | 0.009593 | 1601.389188 | 1.021838 |
| 2017-04-01 00:00:00 | 11.8 | 4.5 | 1.5 | 10.0 | 0.0 | 3.6 | 1.2825 1.755 0.945 | 1.728 | 1.9917 0.031385 0.41475 | 0.874826 1.427544 0.831626 | 1.9917 0.031385 0.41475 | 0.0 0.0 0.0 | 59.0 59.0 59.0 | 0.00006 0.00006 0.00006 | 3.6 | 0.0 | 1.245971 | 0.380921 | 1.728 | 1.386128 | 0.0 | 11.337868 | -1.037388 | 9.339768 | 0.628215 | 8.834756 | 1.022541 | 0.324846 1.625066 2.020565 | -3.001437 -3.001438 -3.001438 | -114.000748 | -113.556479 | 0.627348 | 1604.189705 | 1.022541 |
| 2017-04-02 00:00:00 | 9.4 | 0.0 | 1.6 | 10.0 | 0.0 | 0.0 | 1.368 1.872 1.008 | 1.8432 | 0.0 0.0 0.0 | 0.609807 1.638192 1.00595 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 47.0 47.0 47.0 | 0.000048 0.000048 0.000048 | 0.0 | 0.0 | 0.000048 | 0.583379 | 1.8432 | 1.490182 | 0.0 | 11.337868 | -1.576833 | 9.483413 | 0.542155 | 8.848908 | 1.024179 | -0.284961 -0.013126 1.014615 | -3.001485 -3.001486 -3.001486 | -115.271824 | -115.133312 | 0.085241 | 1604.685248 | 1.024179 |
| 2017-04-03 00:00:00 | 8.1 | 0.0 | 2.0 | 10.0 | 0.0 | 0.0 | 1.71 2.34 1.26 | 2.304 | 0.0 0.0 0.0 | 0.227073 0.479042 1.028501 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 40.5 40.5 40.5 | 0.000041 0.000041 0.000041 | 0.0 | 0.0 | 0.000041 | 1.608883 | 2.304 | 1.840266 | 0.0 | 11.337868 | 0.0503 | 9.998478 | 0.073651 | 8.850708 | 1.024387 | -0.512034 -0.492168 -0.013886 | -3.001527 -3.001527 -3.001527 | -115.002331 | -115.083012 | 0.011632 | 1604.387632 | 1.024387 |
| 2017-04-04 00:00:00 | 7.9 | 0.0 | 2.1 | 10.0 | 0.0 | 0.0 | 1.7955 2.457 1.323 | 2.4192 | 0.0 0.0 0.0 | 0.119567 0.161335 0.357054 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 39.5 39.5 39.5 | 0.00004 0.00004 0.00004 | 0.0 | 0.0 | 0.00004 | 1.882447 | 2.4192 | 1.861431 | 0.0 | 11.337868 | 0.558378 | 10.063876 | 0.010068 | 8.846739 | 1.023928 | -0.631601 -0.653502 -0.37094 | -3.001567 -3.001568 -3.001568 | -114.393877 | -114.524634 | 0.001604 | 1603.941739 | 1.023928 |
| 2017-04-05 00:00:00 | 7.5 | 0.4 | 1.7 | 10.0 | 0.0 | 0.32 | 1.4535 1.989 1.071 | 1.9584 | 0.014452 0.000001 0.000008 | 0.119771 0.145598 0.209777 | 0.014452 0.000001 0.000008 | 0.0 0.0 0.0 | 37.5 37.5 37.5 | 0.000038 0.000038 0.000038 | 0.32 | 0.0 | 0.008711 | 1.503569 | 1.9584 | 1.499105 | 0.0 | 11.337868 | 0.303241 | 10.045085 | 0.005861 | 8.84257 | 1.023446 | -0.445823 -0.479102 -0.260724 | -3.001606 -3.001606 -3.001606 | -114.183091 | -114.221393 | 0.004454 | 1603.450291 | 1.023446 |
| 2017-04-06 00:00:00 | 7.2 | 0.0 | 1.7 | 10.0 | 0.0 | 0.0 | 1.4535 1.989 1.071 | 1.9584 | 0.0 0.0 0.0 | 0.126231 0.143967 0.17563 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 36.0 36.0 36.0 | 0.000037 0.000037 0.000037 | 0.0 | 0.0 | 0.000037 | 1.499805 | 1.9584 | 1.495758 | 0.0 | 11.337868 | 0.208967 | 10.057296 | 0.003867 | 8.84045 | 1.0232 | -0.572055 -0.623069 -0.436354 | -3.001642 -3.001643 -3.001643 | -113.963859 | -114.012426 | 0.000623 | 1603.185642 | 1.0232 |
| 2017-04-07 00:00:00 | 8.1 | 0.0 | 0.8 | 10.0 | 0.0 | 0.0 | 0.684 0.936 0.504 | 0.9216 | 0.0 0.0 0.0 | 0.042007 0.045682 0.053505 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 40.5 40.5 40.5 | 0.000041 0.000041 0.000041 | 0.0 | 0.0 | 0.000041 | 0.724743 | 0.9216 | 0.70103 | 0.0 | 11.337868 | -0.402346 | 10.058632 | 0.000562 | 8.840831 | 1.023244 | -0.614062 -0.668751 -0.489859 | -3.001684 -3.001684 -3.001684 | -114.518352 | -114.414771 | 0.000103 | 1603.83572 | 1.023244 |
| 2017-04-08 00:00:00 | 8.6 | 0.0 | 1.3 | 10.0 | 0.0 | 0.0 | 1.1115 1.521 0.819 | 1.4976 | 0.0 0.0 0.0 | 0.055216 0.05892 0.067492 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 43.0 43.0 43.0 | 0.000044 0.000044 0.000044 | 0.0 | 0.0 | 0.000044 | 1.191509 | 1.4976 | 1.137267 | 0.0 | 11.337868 | -0.173302 | 10.061586 | 0.000114 | 8.844119 | 1.023625 | -0.669278 -0.72767 -0.557351 | -3.001728 -3.001728 -3.001728 | -114.603125 | -114.588074 | 0.000033 | 1603.85368 | 1.023625 |
| 2017-04-09 00:00:00 | 10.5 | 0.0 | 2.5 | 10.0 | 0.0 | 0.0 | 2.1375 2.925 1.575 | 2.88 | 0.0 0.0 0.0 | 0.078861 0.082522 0.092005 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 52.5 52.5 52.5 | 0.000054 0.000054 0.000054 | 0.0 | 0.0 | 0.000054 | 2.319839 | 2.88 | 2.183346 | 0.0 | 11.337868 | 0.826182 | 10.06762 | 0.000059 | 8.841465 | 1.023318 | -0.74814 -0.810193 -0.649357 | -3.001781 -3.001782 -3.001782 | -113.553535 | -113.761891 | 0.000028 | 1602.885344 | 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_v002_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 | pet | fxg | fxs | pc | petl | pes | tf | ei | rf | sf | pm | am | ps | pv | pq | etv | es | et | fxs | fxg | cdg | fgs | fqs | rh | r | ic | sp | dv | dg | hq | hs | outlet |
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| 2017-02-10 00:00:00 | -2.8 | 0.0 | 0.6 | 0.0 | 10.0 | 0.0 | 0.3942 0.702 0.378 | 0.6588 | 0.0 0.0 0.0 | 0.0 0.000001 0.0 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.000117 0.000117 0.000117 | 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.494067 | 0.653311 | 0.448834 | 500.0 | 0.0 | -72.847619 | -0.427176 | 0.0 | 0.555336 | 0.064275 | -3.0 -3.000001 -3.0 | -3.0 -3.0 -3.0 | 140.066891 | 1527.152381 | 0.0 | 450.741423 | 0.064275 |
| 2017-02-11 00:00:00 | -1.5 | 0.4 | 0.8 | 0.0 | 10.0 | 0.32 | 0.5256 0.936 0.504 | 0.8784 | 0.000001 0.0 0.0 | 0.000001 0.000002 0.000001 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.009388 0.009388 0.009388 | 0.0 0.0 0.0 | 0.32 | 0.0 | 0.0 | 0.658793 | 0.8784 | 0.598625 | 500.0 | 0.0 | -136.550308 | -1.822213 | 0.0 | 2.136493 | 0.247279 | -2.680002 -2.680003 -2.680002 | -3.0 -3.0 -3.0 | 138.903471 | 1390.602073 | 0.0 | 762.998807 | 0.247279 |
| 2017-02-12 00:00:00 | -0.9 | 0.0 | 0.7 | 0.0 | 10.0 | 0.0 | 0.4599 0.819 0.441 | 0.7686 | 0.0 0.0 0.0 | 0.000002 0.000004 0.000002 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.069591 0.069591 0.069591 | 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.576555 | 0.7686 | 0.523896 | 500.0 | 0.0 | -121.984043 | -2.976519 | 0.0 | 3.521857 | 0.407622 | -2.680004 -2.680007 -2.680004 | -3.0 -3.0 -3.0 | 136.503506 | 1268.61803 | 0.0 | 954.872858 | 0.407622 |
| 2017-02-13 00:00:00 | -1.6 | 0.0 | 0.4 | 0.0 | 10.0 | 0.0 | 0.2628 0.468 0.252 | 0.4392 | 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.006707 0.006707 0.006707 | 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.32956 | 0.4392 | 0.299457 | 500.0 | 0.0 | -34.467874 | -3.878822 | 0.0 | 4.445772 | 0.514557 | -2.680005 -2.680009 -2.680005 | -3.0 -3.0 -3.0 | 132.954245 | 1234.150156 | 0.0 | 1061.089015 | 0.514557 |
| 2017-02-14 00:00:00 | -1.3 | 0.0 | 0.4 | 0.0 | 10.0 | 0.0 | 0.2628 0.468 0.252 | 0.4392 | 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.018374 0.018374 0.018374 | 0.0 0.0 0.0 | 0.0 | 0.0 | 0.0 | 0.329681 | 0.4392 | 0.299564 | 500.0 | 0.0 | -32.62078 | -4.421922 | 0.0 | 4.969671 | 0.575193 | -2.680007 -2.680011 -2.680006 | -3.0 -3.0 -3.0 | 128.862004 | 1201.529376 | 0.0 | 1117.159516 | 0.575193 |
| 2017-02-15 00:00:00 | 1.7 | 0.0 | 0.4 | 0.0 | 10.0 | 0.0 | 0.2628 0.468 0.252 | 0.4392 | 0.0 0.0 0.0 | 0.000001 0.000002 0.000001 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 8.50479 8.50479 8.50479 | 0.000009 0.000009 0.000009 | 0.0 | 0.000002 | 0.000007 | 0.329803 | 0.4392 | 0.299672 | 500.0 | 0.0 | -31.773217 | -4.649602 | 0.000004 | 5.260599 | 0.608866 | -2.680008 -2.680013 -2.680007 | -3.000008 -3.000009 -3.000009 | 124.542203 | 1169.756159 | 0.000003 | 1148.643122 | 0.608866 |
| 2017-02-16 00:00:00 | 4.4 | 0.2 | 0.4 | 0.0 | 10.0 | 0.16 | 0.2628 0.468 0.252 | 0.4392 | 0.000001 0.0 0.0 | 0.000002 0.000003 0.000002 | 0.000001 0.0 0.0 | 0.0 0.0 0.0 | 22.000001 22.000001 22.000001 | 0.000023 0.000023 0.000023 | 0.16 | 0.000005 | 0.000019 | 0.329919 | 0.4392 | 0.299774 | 500.0 | 0.0 | -31.175524 | -4.714985 | 0.000013 | 5.435694 | 0.629131 | -2.52001 -2.520016 -2.520009 | -3.000031 -3.000032 -3.000032 | 120.157132 | 1138.580635 | 0.000008 | 1168.649061 | 0.629131 |
| 2017-02-17 00:00:00 | 4.5 | 4.5 | 0.3 | 0.0 | 10.0 | 3.6 | 0.1971 0.351 0.189 | 0.3294 | 0.716522 0.000865 0.002553 | 0.045818 0.103401 0.056198 | 0.716522 0.000865 0.002553 | 0.0 0.0 0.0 | 22.5 22.5 22.5 | 0.000023 0.000023 0.000023 | 3.6 | 0.093016 | 0.346736 | 0.182733 | 0.3294 | 0.230606 | 500.0 | 0.0 | -34.331941 | -4.716092 | 0.090039 | 5.569049 | 0.644566 | 0.31765 0.975719 1.02124 | -3.000054 -3.000055 -3.000055 | 115.530757 | 1104.248695 | 0.256705 | 1189.899481 | 0.644566 |
| 2017-02-18 00:00:00 | 3.4 | 0.0 | 0.3 | 0.0 | 10.0 | 0.0 | 0.1971 0.351 0.189 | 0.3294 | 0.0 0.0 0.0 | 0.147887 0.341617 0.186298 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 17.000016 17.000016 17.000016 | 0.000018 0.000018 0.000018 | 0.0 | 0.000003 | 0.000015 | 0.035821 | 0.3294 | 0.243833 | 500.0 | 0.0 | -31.54252 | -4.73086 | 0.221365 | 5.722816 | 0.662363 | 0.169764 0.634101 0.834942 | -3.000072 -3.000072 -3.000072 | 110.835715 | 1072.706174 | 0.035355 | 1205.645253 | 0.662363 |
| 2017-02-19 00:00:00 | 4.8 | 3.2 | 0.4 | 0.0 | 10.0 | 2.56 | 0.2628 0.468 0.252 | 0.4392 | 2.023732 0.453003 0.899733 | 0.221727 0.465424 0.251476 | 2.023732 0.453003 0.899733 | 0.0 0.0 0.0 | 24.0 24.0 24.0 | 0.000025 0.000025 0.000025 | 2.56 | 0.254687 | 1.21092 | 0.028158 | 0.4392 | 0.325473 | 500.0 | 0.0 | -38.682073 | -4.710334 | 0.652981 | 5.862583 | 0.67854 | 0.484305 2.275674 2.243733 | -3.000097 -3.000097 -3.000097 | 105.898852 | 1034.024101 | 0.593294 | 1238.907249 | 0.67854 |
| 2017-02-20 00:00:00 | 6.7 | 4.6 | 0.3 | 0.0 | 10.0 | 3.68 | 0.1971 0.351 0.189 | 0.3294 | 3.340013 2.972315 3.208118 | 0.184109 0.350996 0.188997 | 3.340013 2.972315 3.208118 | 0.0 0.0 0.0 | 33.5 33.5 33.5 | 0.000035 0.000035 0.000035 | 3.68 | 0.499651 | 2.766863 | 0.008639 | 0.3294 | 0.244178 | 500.0 | 0.0 | -45.73599 | -4.991424 | 2.057405 | 6.254213 | 0.723867 | 0.640182 2.632363 2.526618 | -3.000131 -3.000131 -3.000131 | 100.416416 | 988.288111 | 1.302752 | 1310.238237 | 0.723867 |
| 2017-02-21 00:00:00 | 5.8 | 2.3 | 0.6 | 0.0 | 10.0 | 1.84 | 0.3942 0.702 0.378 | 0.6588 | 1.642124 1.408767 1.61889 | 0.363805 0.701991 0.377995 | 1.642124 1.408767 1.61889 | 0.0 0.0 0.0 | 29.0 29.0 29.0 | 0.00003 0.00003 0.00003 | 1.84 | 0.219347 | 1.372411 | 0.020219 | 0.6588 | 0.488355 | 500.0 | 0.0 | -40.305953 | -5.298444 | 1.91591 | 6.672962 | 0.772334 | 0.474254 2.361605 2.369733 | -3.000161 -3.000161 -3.000161 | 94.918844 | 947.982158 | 0.759252 | 1337.989595 | 0.772334 |
| 2017-02-22 00:00:00 | 6.5 | 18.0 | 0.8 | 0.0 | 10.0 | 14.4 | 0.5256 0.936 0.504 | 0.8784 | 13.58948 13.049203 13.564576 | 0.504698 0.935996 0.503997 | 13.58948 13.049203 13.564576 | 0.0 0.0 0.0 | 32.5 32.5 32.5 | 0.000033 0.000033 0.000033 | 14.4 | 1.641743 | 11.947372 | 0.013907 | 0.8784 | 0.651171 | 500.0 | 0.0 | -117.971595 | -7.702903 | 7.360121 | 7.422974 | 0.85914 | 0.780076 2.776406 2.70116 | -3.000194 -3.000195 -3.000195 | 85.588105 | 830.010563 | 5.346503 | 1501.310427 | 0.85914 |
| 2017-02-23 00:00:00 | 5.0 | 19.2 | 0.5 | 0.0 | 10.0 | 15.36 | 0.3285 0.585 0.315 | 0.549 | 14.927268 14.65619 14.931693 | 0.322035 0.584999 0.314999 | 14.927268 14.65619 14.931693 | 0.0 0.0 0.0 | 25.0 25.0 25.0 | 0.000026 0.000026 0.000026 | 15.36 | 1.319604 | 13.65877 | 0.004304 | 0.549 | 0.406992 | 500.0 | 0.0 | -180.915873 | -16.25481 | 12.327521 | 8.015642 | 0.927736 | 0.890773 2.895217 2.814468 | -3.00022 -3.000221 -3.000221 | 68.017995 | 649.09469 | 6.677751 | 1502.550734 | 0.927736 |
| 2017-02-24 00:00:00 | 3.0 | 0.4 | 0.8 | 0.0 | 10.0 | 0.32 | 0.5256 0.936 0.504 | 0.8784 | 0.294507 0.228506 0.294804 | 0.495652 0.935979 0.503995 | 0.294507 0.228506 0.294804 | 0.0 0.0 0.0 | 15.00006 15.00006 15.00006 | 0.000015 0.000015 0.000015 | 0.32 | 0.01628 | 0.260099 | 0.01995 | 0.8784 | 0.651176 | 500.0 | 0.0 | -15.447994 | -8.917671 | 5.927614 | 8.005939 | 0.926613 | 0.420615 2.050731 2.335669 | -3.000236 -3.000236 -3.000236 | 59.103993 | 633.646696 | 1.010236 | 1498.879183 | 0.926613 |
| 2017-02-25 00:00:00 | 3.1 | 8.3 | 0.5 | 0.0 | 10.0 | 6.64 | 0.3285 0.585 0.315 | 0.549 | 6.067446 5.421533 6.057752 | 0.308293 0.584994 0.314997 | 6.067446 5.421533 6.057752 | 0.0 0.0 0.0 | 15.500043 15.500043 15.500043 | 0.000016 0.000016 0.000016 | 6.64 | 0.27656 | 5.623815 | 0.01346 | 0.549 | 0.406985 | 500.0 | 0.0 | -57.21 | -6.802647 | 4.00067 | 8.00239 | 0.926203 | 0.684876 2.684204 2.60292 | -3.000251 -3.000252 -3.000252 | 52.038246 | 576.436696 | 2.633381 | 1500.886779 | 0.926203 |
| 2017-02-26 00:00:00 | 7.1 | 5.3 | 0.4 | 0.0 | 10.0 | 4.24 | 0.2628 0.468 0.252 | 0.4392 | 3.990605 3.797404 3.98928 | 0.2519 0.467998 0.251998 | 3.990605 3.797404 3.98928 | 0.0 0.0 0.0 | 35.5 35.5 35.5 | 0.000037 0.000037 0.000037 | 4.24 | 0.139369 | 3.807117 | 0.007261 | 0.4392 | 0.325593 | 500.0 | 0.0 | -64.760529 | -7.279615 | 4.436518 | 8.006113 | 0.926633 | 0.682371 2.658802 2.601641 | -3.000288 -3.000288 -3.000288 | 44.626523 | 511.676167 | 2.00398 | 1500.740299 | 0.926633 |
| 2017-02-27 00:00:00 | 9.4 | 0.7 | 1.3 | 0.0 | 10.0 | 0.56 | 0.8541 1.521 0.819 | 1.4274 | 0.424023 0.206937 0.404317 | 0.695482 1.52066 0.818961 | 0.424023 0.206937 0.404317 | 0.0 0.0 0.0 | 47.0 47.0 47.0 | 0.000048 0.000048 0.000048 | 0.56 | 0.009705 | 0.348241 | 0.105777 | 1.4274 | 1.058119 | 500.0 | 0.0 | -14.723343 | -4.556864 | 1.951674 | 7.994099 | 0.925243 | 0.122867 1.491205 1.938363 | -3.000336 -3.000337 -3.000337 | 40.165732 | 496.952824 | 0.400546 | 1494.842335 | 0.925243 |
| 2017-02-28 00:00:00 | 4.6 | 2.7 | 0.9 | 0.0 | 10.0 | 2.16 | 0.5913 1.053 0.567 | 0.9882 | 1.504371 0.475372 1.340728 | 0.453718 1.052728 0.566963 | 1.504371 0.475372 1.340728 | 0.0 0.0 0.0 | 23.0 23.0 23.0 | 0.000024 0.000024 0.000024 | 2.16 | 0.026054 | 1.155882 | 0.091745 | 0.9882 | 0.732534 | 500.0 | 0.0 | -24.398354 | -3.548412 | 0.967053 | 7.921821 | 0.916877 | 0.324777 2.123105 2.190672 | -3.00036 -3.000361 -3.000361 | 36.683011 | 472.554469 | 0.589375 | 1490.823663 | 0.916877 |
| 2017-03-01 00:00:00 | 3.7 | 1.6 | 0.7 | 0.0 | 10.0 | 1.28 | 0.4851 0.819 0.441 | 0.7938 | 0.950551 0.496994 0.875855 | 0.384044 0.818947 0.440979 | 0.950551 0.496994 0.875855 | 0.0 0.0 0.0 | 18.500006 18.500006 18.500006 | 0.000019 0.000019 0.000019 | 1.28 | 0.015043 | 0.793494 | 0.067343 | 0.7938 | 0.585077 | 500.0 | 0.0 | -30.731545 | -3.357869 | 0.963106 | 7.941661 | 0.919174 | 0.270182 2.087164 2.153838 | -3.000379 -3.00038 -3.00038 | 33.377441 | 441.822925 | 0.419764 | 1493.33698 | 0.919174 |
| 2017-03-02 00:00:00 | 4.7 | 2.5 | 0.7 | 0.0 | 10.0 | 2.0 | 0.4851 0.819 0.441 | 0.7938 | 1.532261 1.008675 1.460322 | 0.393813 0.818966 0.440983 | 1.532261 1.008675 1.460322 | 0.0 0.0 0.0 | 23.5 23.5 23.5 | 0.000024 0.000024 0.000024 | 2.0 | 0.020967 | 1.349145 | 0.060831 | 0.7938 | 0.585083 | 500.0 | 0.0 | -38.506098 | -3.405203 | 1.116525 | 7.980625 | 0.923684 | 0.344108 2.259522 2.252532 | -3.000403 -3.000404 -3.000404 | 30.012102 | 403.316826 | 0.652384 | 1500.052177 | 0.923684 |
| 2017-03-03 00:00:00 | 5.9 | 0.6 | 1.1 | 0.0 | 10.0 | 0.48 | 0.7623 1.287 0.693 | 1.2474 | 0.288959 0.089034 0.242267 | 0.50588 1.286378 0.692918 | 0.288959 0.089034 0.242267 | 0.0 0.0 0.0 | 29.5 29.5 29.5 | 0.00003 0.00003 0.00003 | 0.48 | 0.002808 | 0.221815 | 0.171053 | 1.2474 | 0.919375 | 500.0 | 0.0 | -26.576927 | -3.097933 | 0.702183 | 7.99349 | 0.925172 | 0.029269 1.36411 1.797347 | -3.000434 -3.000434 -3.000434 | 27.082413 | 376.739899 | 0.172016 | 1497.398366 | 0.925172 |
| 2017-03-04 00:00:00 | 7.7 | 0.2 | 1.0 | 0.0 | 10.0 | 0.16 | 0.693 1.17 0.63 | 1.134 | 0.056014 0.000733 0.020497 | 0.287017 1.128526 0.629375 | 0.056014 0.000733 0.020497 | 0.0 0.0 0.0 | 38.5 38.5 38.5 | 0.00004 0.00004 0.00004 | 0.16 | 0.00039 | 0.035566 | 0.28432 | 1.134 | 0.835682 | 500.0 | 0.0 | -23.262947 | -2.675598 | 0.170167 | 7.946202 | 0.919699 | -0.153762 0.394851 1.307475 | -3.000473 -3.000474 -3.000474 | 24.690745 | 353.476952 | 0.037416 | 1489.458574 | 0.919699 |
| 2017-03-05 00:00:00 | 6.3 | 1.7 | 0.8 | 0.0 | 10.0 | 1.36 | 0.5544 0.936 0.504 | 0.9072 | 0.699695 0.001278 0.261984 | 0.321352 0.881396 0.503639 | 0.699695 0.001278 0.261984 | 0.0 0.0 0.0 | 31.5 31.5 31.5 | 0.000032 0.000032 0.000032 | 1.36 | 0.003937 | 0.442888 | 0.173473 | 0.9072 | 0.668589 | 500.0 | 0.0 | -24.4205 | -2.482883 | 0.261788 | 7.931138 | 0.917956 | 0.185191 0.872178 1.901852 | -3.000506 -3.000506 -3.000506 | 22.377399 | 329.056452 | 0.218516 | 1496.686962 | 0.917956 |
| 2017-03-06 00:00:00 | 3.7 | 0.3 | 0.6 | 0.0 | 10.0 | 0.24 | 0.4158 0.702 0.378 | 0.6804 | 0.131638 0.000231 0.068103 | 0.255659 0.664309 0.377897 | 0.131638 0.000231 0.068103 | 0.0 0.0 0.0 | 18.500006 18.500006 18.500006 | 0.000019 0.000019 0.000019 | 0.24 | 0.000611 | 0.085331 | 0.119263 | 0.6804 | 0.501467 | 500.0 | 0.0 | -29.10995 | -2.464377 | 0.239262 | 7.993808 | 0.925209 | 0.037894 0.447637 1.695851 | -3.000525 -3.000525 -3.000525 | 20.031674 | 299.946502 | 0.064585 | 1499.600993 | 0.925209 |
| 2017-03-07 00:00:00 | 1.6 | 0.0 | 0.7 | 0.0 | 10.0 | 0.0 | 0.4851 0.819 0.441 | 0.7938 | 0.0 0.0 0.0 | 0.20305 0.529438 0.440409 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 8.006707 8.006707 8.006707 | 0.000008 0.000008 0.000008 | 0.0 | 0.0 | 0.000008 | 0.284415 | 0.7938 | 0.584938 | 500.0 | 0.0 | -26.041777 | -2.311714 | 0.055803 | 7.997079 | 0.925588 | -0.165156 -0.0818 1.255442 | -3.000533 -3.000533 -3.000533 | 18.004375 | 273.904724 | 0.00879 | 1499.741012 | 0.925588 |
| 2017-03-08 00:00:00 | 4.0 | 1.8 | 0.7 | 0.0 | 10.0 | 1.44 | 0.4851 0.819 0.441 | 0.7938 | 0.767704 0.000465 0.301922 | 0.289598 0.646694 0.440662 | 0.767704 0.000465 0.301922 | 0.0 0.0 0.0 | 20.000002 20.000002 20.000002 | 0.000021 0.000021 0.000021 | 1.44 | 0.002214 | 0.488982 | 0.187681 | 0.7938 | 0.585007 | 500.0 | 0.0 | -37.249078 | -2.550243 | 0.259203 | 8.001458 | 0.926095 | 0.217542 0.711041 1.952859 | -3.000553 -3.000554 -3.000554 | 15.6396 | 236.655646 | 0.23857 | 1500.549574 | 0.926095 |
| 2017-03-09 00:00:00 | 5.6 | 8.9 | 0.5 | 0.0 | 10.0 | 7.12 | 0.3465 0.585 0.315 | 0.567 | 6.357943 4.564431 6.15922 | 0.317366 0.584263 0.314994 | 6.357943 4.564431 6.15922 | 0.0 0.0 0.0 | 28.0 28.0 28.0 | 0.000029 0.000029 0.000029 | 7.12 | 0.015029 | 5.78652 | 0.01966 | 0.567 | 0.417934 | 500.0 | 0.0 | -129.250916 | -5.886208 | 3.30999 | 8.029164 | 0.929301 | 0.662233 2.682347 2.598645 | -3.000582 -3.000583 -3.000583 | 9.758023 | 107.40473 | 2.7151 | 1508.252101 | 0.929301 |
| 2017-03-10 00:00:00 | 5.8 | 0.0 | 0.8 | 0.0 | 10.0 | 0.0 | 0.5544 0.936 0.504 | 0.9072 | 0.0 0.0 0.0 | 0.473397 0.93593 0.503987 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 29.0 29.0 29.0 | 0.00003 0.00003 0.00003 | 0.0 | 0.0 | 0.00003 | 0.054005 | 0.9072 | 0.668688 | 500.0 | 0.0 | -88.397265 | -4.705385 | 2.347669 | 8.073352 | 0.934416 | 0.188836 1.746417 2.094657 | -3.000612 -3.000612 -3.000612 | 5.106642 | 19.007465 | 0.367461 | 1511.205602 | 0.934416 |
| 2017-03-11 00:00:00 | 5.7 | 0.0 | 1.0 | 0.0 | 10.0 | 0.0 | 0.693 1.17 0.63 | 1.134 | 0.0 0.0 0.0 | 0.342784 1.155482 0.629754 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 28.5 28.5 28.5 | 0.000029 0.000029 0.000029 | 0.0 | 0.0 | 0.000029 | 0.23823 | 1.134 | 0.835784 | 500.0 | 0.0 | -19.312197 | -2.329407 | 0.317599 | 8.122931 | 0.940154 | -0.153948 0.590935 1.464903 | -3.000641 -3.000642 -3.000642 | 3.015465 | -0.304731 | 0.049891 | 1516.760535 | 0.940154 |
| 2017-03-12 00:00:00 | 4.6 | 0.0 | 1.2 | 0.0 | 10.0 | 0.0 | 0.8316 1.404 0.756 | 1.3608 | 0.0 0.0 0.0 | 0.194399 0.81325 0.748162 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 23.0 23.0 23.0 | 0.000024 0.000024 0.000024 | 0.0 | 0.0 | 0.000024 | 0.6215 | 1.3608 | 1.002101 | 500.0 | 0.0 | -0.325402 | -2.140023 | 0.043137 | 8.1329 | 0.941308 | -0.348347 -0.222315 0.716742 | -3.000665 -3.000665 -3.000665 | 1.496942 | -0.630134 | 0.006778 | 1516.493407 | 0.941308 |
| 2017-03-13 00:00:00 | 4.2 | 0.9 | 0.9 | 0.0 | 10.0 | 0.72 | 0.6237 1.053 0.567 | 1.0206 | 0.1985 0.000023 0.002958 | 0.207048 0.453034 0.552683 | 0.1985 0.000023 0.002958 | 0.0 0.0 0.0 | 21.000001 21.000001 21.000001 | 0.000022 0.000022 0.000022 | 0.72 | 0.000001 | 0.119424 | 0.477594 | 1.0206 | 0.750749 | 500.0 | 0.0 | -0.250094 | -2.167611 | 0.065913 | 8.134747 | 0.941522 | -0.033896 0.044627 0.881101 | -3.000687 -3.000687 -3.000687 | -0.193076 | -0.880228 | 0.060289 | 1517.093562 | 0.941522 |
| 2017-03-14 00:00:00 | 7.4 | 0.1 | 0.9 | 0.0 | 10.0 | 0.08 | 0.6237 1.053 0.567 | 1.0206 | 0.023892 0.000002 0.000192 | 0.223715 0.377517 0.535147 | 0.023892 0.000002 0.000192 | 0.0 0.0 0.0 | 37.0 37.0 37.0 | 0.000038 0.000038 0.000038 | 0.08 | 0.0 | 0.014393 | 0.491656 | 1.0206 | 0.749032 | 500.0 | 0.0 | -0.758079 | -2.160047 | 0.060766 | 8.136398 | 0.941713 | -0.201502 -0.252892 0.425762 | -3.000725 -3.000725 -3.000725 | -1.861467 | -1.638307 | 0.013915 | 1517.052572 | 0.941713 |
| 2017-03-15 00:00:00 | 6.3 | 0.0 | 1.2 | 0.0 | 10.0 | 0.0 | 0.8316 1.404 0.756 | 1.3608 | 0.0 0.0 0.0 | 0.171645 0.216554 0.491468 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 31.5 31.5 31.5 | 0.000032 0.000032 0.000032 | 0.0 | 0.0 | 0.000032 | 0.835519 | 1.3608 | 0.976902 | 500.0 | 0.0 | -1.232209 | -2.078392 | 0.012022 | 8.138485 | 0.941954 | -0.373147 -0.469446 -0.065706 | -3.000757 -3.000757 -3.000757 | -3.10434 | -2.870517 | 0.001926 | 1517.699466 | 0.941954 |
| 2017-03-16 00:00:00 | 8.7 | 0.0 | 1.4 | 0.0 | 10.0 | 0.0 | 0.9702 1.638 0.882 | 1.5876 | 0.0 0.0 0.0 | 0.116208 0.12809 0.249038 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 43.5 43.5 43.5 | 0.000045 0.000045 0.000045 | 0.0 | 0.0 | 0.000045 | 1.072297 | 1.5876 | 1.107912 | 500.0 | 0.0 | -1.030082 | -2.060898 | 0.001665 | 8.143034 | 0.942481 | -0.489355 -0.597536 -0.314744 | -3.000802 -3.000802 -3.000802 | -4.092942 | -3.900599 | 0.000305 | 1518.156133 | 0.942481 |
| 2017-03-17 00:00:00 | 6.4 | 3.9 | 1.1 | 0.0 | 10.0 | 3.12 | 0.7623 1.287 0.693 | 1.2474 | 1.818576 0.016236 0.252127 | 0.484984 0.989168 0.60256 | 1.818576 0.016236 0.252127 | 0.0 0.0 0.0 | 32.0 32.0 32.0 | 0.000033 0.000033 0.000033 | 3.12 | 0.0 | 1.121262 | 0.284068 | 1.2474 | 0.910533 | 500.0 | 0.0 | -1.948576 | -2.617969 | 0.551846 | 8.165185 | 0.945045 | 0.327084 1.51706 1.95057 | -3.000834 -3.000835 -3.000835 | -6.426843 | -5.849175 | 0.569721 | 1523.357543 | 0.945045 |
| 2017-03-18 00:00:00 | 5.2 | 8.7 | 1.1 | 0.0 | 10.0 | 6.96 | 0.7623 1.287 0.693 | 1.2474 | 6.071563 4.671479 5.753171 | 0.685968 1.286933 0.692984 | 6.071563 4.671479 5.753171 | 0.0 0.0 0.0 | 26.0 26.0 26.0 | 0.000027 0.000027 0.000027 | 6.96 | 0.0 | 5.619726 | 0.050896 | 1.2474 | 0.919458 | 500.0 | 0.0 | -4.899013 | -5.781779 | 3.58005 | 8.249952 | 0.954856 | 0.529553 2.518648 2.464415 | -3.000861 -3.000862 -3.000862 | -12.157726 | -10.748188 | 2.609397 | 1537.018557 | 0.954856 |
| 2017-03-19 00:00:00 | 5.1 | 26.4 | 0.5 | 0.0 | 10.0 | 21.12 | 0.3465 0.585 0.315 | 0.567 | 20.402771 20.094596 20.410261 | 0.337475 0.584999 0.314999 | 20.402771 20.094596 20.410261 | 0.0 0.0 0.0 | 25.5 25.5 25.5 | 0.000026 0.000026 0.000026 | 21.12 | 0.0 | 20.311094 | 0.006016 | 0.567 | 0.417941 | 500.0 | 0.0 | -14.082185 | -16.797206 | 13.714397 | 8.441139 | 0.976984 | 0.909307 2.959053 2.859155 | -3.000887 -3.000888 -3.000888 | -28.948917 | -24.830373 | 9.206093 | 1566.763247 | 0.976984 |
| 2017-03-20 00:00:00 | 8.7 | 11.5 | 0.6 | 0.0 | 10.0 | 9.2 | 0.4158 0.702 0.378 | 0.6804 | 8.931946 8.69755 8.951424 | 0.406537 0.701998 0.377999 | 8.931946 8.69755 8.951424 | 0.0 0.0 0.0 | 43.5 43.5 43.5 | 0.000045 0.000045 0.000045 | 9.2 | 0.0 | 8.86362 | 0.006175 | 0.6804 | 0.501529 | 500.0 | 0.0 | -17.635243 | -16.311367 | 13.007069 | 8.530553 | 0.987333 | 0.770823 2.759505 2.729733 | -3.000932 -3.000932 -3.000932 | -45.254109 | -42.465616 | 5.062644 | 1566.77034 | 0.987333 |
| 2017-03-21 00:00:00 | 6.2 | 0.9 | 1.5 | 0.0 | 10.0 | 0.72 | 1.0395 1.755 0.945 | 1.701 | 0.554102 0.275967 0.548112 | 0.842841 1.754558 0.944963 | 0.554102 0.275967 0.548112 | 0.0 0.0 0.0 | 31.0 31.0 31.0 | 0.000032 0.000032 0.000032 | 0.72 | 0.0 | 0.470094 | 0.131237 | 1.701 | 1.253808 | 500.0 | 0.0 | -8.813486 | -7.046507 | 4.674931 | 8.500201 | 0.98382 | 0.09388 1.448981 1.956658 | -3.000964 -3.000964 -3.000964 | -52.169378 | -51.279102 | 0.857807 | 1559.09992 | 0.98382 |
| 2017-03-22 00:00:00 | 5.9 | 0.0 | 2.0 | 0.0 | 10.0 | 0.0 | 1.386 2.34 1.26 | 2.268 | 0.0 0.0 0.0 | 0.443363 1.687857 1.251508 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 29.5 29.5 29.5 | 0.00003 0.00003 0.00003 | 0.0 | 0.0 | 0.00003 | 0.845708 | 2.268 | 1.67085 | 500.0 | 0.0 | -2.389655 | -2.535234 | 0.742034 | 8.470464 | 0.980378 | -0.349483 -0.238877 0.70515 | -3.000994 -3.000994 -3.000994 | -53.858904 | -53.668757 | 0.115804 | 1557.864535 | 0.980378 |
| 2017-03-23 00:00:00 | 5.2 | 0.0 | 1.6 | 0.0 | 10.0 | 0.0 | 1.1088 1.872 1.008 | 1.8144 | 0.0 0.0 0.0 | 0.139004 0.269691 0.748739 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 26.0 26.0 26.0 | 0.000027 0.000027 0.000027 | 0.0 | 0.0 | 0.000027 | 1.1805 | 1.8144 | 1.311889 | 500.0 | 0.0 | -0.706265 | -1.797319 | 0.099931 | 8.46822 | 0.980118 | -0.488488 -0.508568 -0.043589 | -3.001021 -3.001021 -3.001021 | -54.475724 | -54.375022 | 0.0159 | 1558.273946 | 0.980118 |
| 2017-03-24 00:00:00 | 5.2 | 0.0 | 1.6 | 0.0 | 10.0 | 0.0 | 1.1088 1.872 1.008 | 1.8144 | 0.0 0.0 0.0 | 0.087812 0.124929 0.285484 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 26.0 26.0 26.0 | 0.000027 0.000027 0.000027 | 0.0 | 0.0 | 0.000027 | 1.262874 | 1.8144 | 1.266483 | 500.0 | 0.0 | -0.457858 | -1.7031 | 0.013728 | 8.470891 | 0.980427 | -0.576299 -0.633497 -0.329073 | -3.001047 -3.001048 -3.001048 | -54.915949 | -54.83288 | 0.002198 | 1558.480961 | 0.980427 |
| 2017-03-25 00:00:00 | 5.9 | 0.0 | 1.2 | 0.0 | 10.0 | 0.0 | 0.8316 1.404 0.756 | 1.3608 | 0.0 0.0 0.0 | 0.049329 0.062934 0.109594 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 29.5 29.5 29.5 | 0.00003 0.00003 0.00003 | 0.0 | 0.0 | 0.00003 | 0.968428 | 1.3608 | 0.939618 | 500.0 | 0.0 | -0.660248 | -1.685812 | 0.001914 | 8.474692 | 0.980867 | -0.625629 -0.696431 -0.438667 | -3.001078 -3.001078 -3.001078 | -55.633333 | -55.493129 | 0.000315 | 1559.135035 | 0.980867 |
| 2017-03-26 00:00:00 | 6.7 | 0.0 | 1.3 | 0.0 | 10.0 | 0.0 | 0.9009 1.521 0.819 | 1.4742 | 0.0 0.0 0.0 | 0.043675 0.052857 0.081106 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 33.5 33.5 33.5 | 0.000034 0.000034 0.000034 | 0.0 | 0.0 | 0.000034 | 1.060748 | 1.4742 | 1.014233 | 500.0 | 0.0 | -0.636106 | -1.675527 | 0.00029 | 8.47968 | 0.981444 | -0.669304 -0.749288 -0.519773 | -3.001112 -3.001112 -3.001112 | -56.248113 | -56.129235 | 0.000059 | 1559.800305 | 0.981444 |
| 2017-03-27 00:00:00 | 7.0 | 0.0 | 1.6 | 0.0 | 10.0 | 0.0 | 1.1088 1.872 1.008 | 1.8144 | 0.0 0.0 0.0 | 0.044308 0.051568 0.072372 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 35.0 35.0 35.0 | 0.000036 0.000036 0.000036 | 0.0 | 0.0 | 0.000036 | 1.316329 | 1.8144 | 1.245597 | 500.0 | 0.0 | -0.404731 | -1.672468 | 0.000071 | 8.48371 | 0.981911 | -0.713612 -0.800856 -0.592145 | -3.001148 -3.001148 -3.001148 | -56.604251 | -56.533965 | 0.000024 | 1560.04801 | 0.981911 |
| 2017-03-28 00:00:00 | 8.3 | 0.0 | 1.9 | 0.0 | 10.0 | 0.0 | 1.3167 2.223 1.197 | 2.1546 | 0.0 0.0 0.0 | 0.043336 0.048901 0.064103 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 41.5 41.5 41.5 | 0.000043 0.000043 0.000043 | 0.0 | 0.0 | 0.000043 | 1.573439 | 2.1546 | 1.477006 | 500.0 | 0.0 | -0.14367 | -1.664506 | 0.000044 | 8.485696 | 0.982141 | -0.756948 -0.849756 -0.656248 | -3.00119 -3.001191 -3.001191 | -56.695318 | -56.677635 | 0.000022 | 1560.206078 | 0.982141 |
| 2017-03-29 00:00:00 | 9.0 | 1.5 | 0.8 | 0.0 | 10.0 | 1.2 | 0.5544 0.936 0.504 | 0.9072 | 0.262511 0.000023 0.000146 | 0.145361 0.238849 0.204304 | 0.262511 0.000023 0.000146 | 0.0 0.0 0.0 | 45.0 45.0 45.0 | 0.000046 0.000046 0.000046 | 1.2 | 0.0 | 0.157574 | 0.505022 | 0.9072 | 0.639289 | 500.0 | 0.0 | -0.984411 | -1.760531 | 0.064376 | 8.490732 | 0.982724 | 0.03518 0.111372 0.339302 | -3.001236 -3.001237 -3.001237 | -57.950827 | -57.662046 | 0.09322 | 1561.477279 | 0.982724 |
| 2017-03-30 00:00:00 | 12.4 | 0.3 | 1.5 | 0.0 | 10.0 | 0.24 | 1.0395 1.755 0.945 | 1.701 | 0.076819 0.000006 0.00005 | 0.396454 0.62374 0.601591 | 0.076819 0.000006 0.00005 | 0.0 0.0 0.0 | 62.0 62.0 62.0 | 0.000064 0.000064 0.000064 | 0.24 | 0.0 | 0.046162 | 0.8057 | 1.701 | 1.220098 | 500.0 | 0.0 | -1.088514 | -1.771559 | 0.108784 | 8.500021 | 0.983799 | -0.198093 -0.272374 -0.022339 | -3.0013 -3.0013 -3.0013 | -58.916686 | -58.75056 | 0.030597 | 1562.219894 | 0.983799 |
| 2017-03-31 00:00:00 | 15.0 | 0.2 | 2.7 | 0.0 | 10.0 | 0.16 | 1.8711 3.159 1.701 | 3.0618 | 0.02362 0.000001 0.000007 | 0.346755 0.403415 0.470442 | 0.02362 0.000001 0.000007 | 0.0 0.0 0.0 | 75.0 75.0 75.0 | 0.000077 0.000077 0.000077 | 0.16 | 0.0 | 0.01425 | 1.934558 | 3.0618 | 2.136116 | 500.0 | 0.0 | 0.026639 | -1.670686 | 0.035209 | 8.502756 | 0.984115 | -0.408469 -0.51579 -0.332788 | -3.001377 -3.001377 -3.001377 | -58.652814 | -58.723921 | 0.009638 | 1562.228245 | 0.984115 |
| 2017-04-01 00:00:00 | 11.8 | 4.5 | 1.5 | 0.0 | 10.0 | 3.6 | 1.2825 1.755 0.945 | 1.728 | 1.991769 0.031289 0.414313 | 0.874718 1.427468 0.831559 | 1.991769 0.031289 0.414313 | 0.0 0.0 0.0 | 59.0 59.0 59.0 | 0.00006 0.00006 0.00006 | 3.6 | 0.0 | 1.24594 | 0.380993 | 1.728 | 1.386098 | 500.0 | 0.0 | -1.376047 | -2.34437 | 0.628185 | 8.515631 | 0.985605 | 0.325045 1.625453 2.021341 | -3.001437 -3.001438 -3.001438 | -60.616191 | -60.099968 | 0.627393 | 1565.713052 | 0.985605 |
| 2017-04-02 00:00:00 | 9.4 | 0.0 | 1.6 | 0.0 | 10.0 | 0.0 | 1.368 1.872 1.008 | 1.8432 | 0.0 0.0 0.0 | 0.610023 1.639364 1.005966 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 47.0 47.0 47.0 | 0.000048 0.000048 0.000048 | 0.0 | 0.0 | 0.000048 | 0.582807 | 1.8432 | 1.490151 | 500.0 | 0.0 | -1.950523 | -2.23164 | 0.542349 | 8.529724 | 0.987237 | -0.284978 -0.013911 1.015375 | -3.001485 -3.001486 -3.001486 | -62.265024 | -62.05049 | 0.085092 | 1565.543451 | 0.987237 |
| 2017-04-03 00:00:00 | 8.1 | 0.0 | 2.0 | 0.0 | 10.0 | 0.0 | 1.71 2.34 1.26 | 2.304 | 0.0 0.0 0.0 | 0.227067 0.478502 1.028598 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 40.5 40.5 40.5 | 0.000041 0.000041 0.000041 | 0.0 | 0.0 | 0.000041 | 1.608966 | 2.304 | 1.840186 | 500.0 | 0.0 | -0.311128 | -1.696484 | 0.073518 | 8.530078 | 0.987278 | -0.512045 -0.492413 -0.013223 | -3.001527 -3.001527 -3.001527 | -62.352542 | -62.361618 | 0.011615 | 1565.522979 | 0.987278 |
| 2017-04-04 00:00:00 | 7.9 | 0.0 | 2.1 | 0.0 | 10.0 | 0.0 | 1.7955 2.457 1.323 | 2.4192 | 0.0 0.0 0.0 | 0.119557 0.161202 0.357479 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 39.5 39.5 39.5 | 0.00004 0.00004 0.00004 | 0.0 | 0.0 | 0.00004 | 1.88238 | 2.4192 | 1.861369 | 500.0 | 0.0 | 0.207253 | -1.632475 | 0.010045 | 8.528991 | 0.987152 | -0.631602 -0.653615 -0.370703 | -3.001567 -3.001568 -3.001568 | -62.102637 | -62.154366 | 0.001611 | 1565.154291 | 0.987152 |
| 2017-04-05 00:00:00 | 7.5 | 0.4 | 1.7 | 0.0 | 10.0 | 0.32 | 1.4535 1.989 1.071 | 1.9584 | 0.014458 0.000001 0.000008 | 0.11982 0.145604 0.209947 | 0.014458 0.000001 0.000008 | 0.0 0.0 0.0 | 37.5 37.5 37.5 | 0.000038 0.000038 0.000038 | 0.32 | 0.0 | 0.008714 | 1.50344 | 1.9584 | 1.499039 | 500.0 | 0.0 | -0.046755 | -1.633392 | 0.005869 | 8.528018 | 0.987039 | -0.445879 -0.47922 -0.260658 | -3.001606 -3.001606 -3.001606 | -62.232589 | -62.201121 | 0.004456 | 1565.370004 | 0.987039 |
| 2017-04-06 00:00:00 | 7.2 | 0.0 | 1.7 | 0.0 | 10.0 | 0.0 | 1.4535 1.989 1.071 | 1.9584 | 0.0 0.0 0.0 | 0.126183 0.143877 0.175605 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 36.0 36.0 36.0 | 0.000037 0.000037 0.000037 | 0.0 | 0.0 | 0.000037 | 1.499774 | 1.9584 | 1.495674 | 500.0 | 0.0 | -0.138086 | -1.621338 | 0.003857 | 8.528824 | 0.987132 | -0.572062 -0.623097 -0.436263 | -3.001642 -3.001643 -3.001643 | -62.354152 | -62.339207 | 0.000636 | 1565.65837 | 0.987132 |
| 2017-04-07 00:00:00 | 8.1 | 0.0 | 0.8 | 0.0 | 10.0 | 0.0 | 0.684 0.936 0.504 | 0.9216 | 0.0 0.0 0.0 | 0.042006 0.045676 0.053523 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 40.5 40.5 40.5 | 0.000041 0.000041 0.000041 | 0.0 | 0.0 | 0.000041 | 0.724701 | 0.9216 | 0.700992 | 500.0 | 0.0 | -0.744902 | -1.632209 | 0.000573 | 8.532009 | 0.987501 | -0.614068 -0.668774 -0.489786 | -3.001684 -3.001684 -3.001684 | -63.26166 | -63.084109 | 0.000105 | 1566.184 | 0.987501 |
| 2017-04-08 00:00:00 | 8.6 | 0.0 | 1.3 | 0.0 | 10.0 | 0.0 | 1.1115 1.521 0.819 | 1.4976 | 0.0 0.0 0.0 | 0.055212 0.058911 0.067506 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 43.0 43.0 43.0 | 0.000044 0.000044 0.000044 | 0.0 | 0.0 | 0.000044 | 1.191442 | 1.4976 | 1.137205 | 500.0 | 0.0 | -0.514108 | -1.619655 | 0.000115 | 8.537344 | 0.988119 | -0.66928 -0.727685 -0.557292 | -3.001728 -3.001728 -3.001728 | -63.689872 | -63.598217 | 0.000033 | 1566.398068 | 0.988119 |
| 2017-04-09 00:00:00 | 10.5 | 0.0 | 2.5 | 0.0 | 10.0 | 0.0 | 2.1375 2.925 1.575 | 2.88 | 0.0 0.0 0.0 | 0.07886 0.082517 0.092024 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 52.5 52.5 52.5 | 0.000054 0.000054 0.000054 | 0.0 | 0.0 | 0.000054 | 2.319702 | 2.88 | 2.183225 | 500.0 | 0.0 | 0.487713 | -1.597736 | 0.000059 | 8.537439 | 0.98813 | -0.74814 -0.810202 -0.649315 | -3.001781 -3.001782 -3.001782 | -62.967907 | -63.110504 | 0.000028 | 1566.188859 | 0.98813 |
Click to see the graph
>>> round_(model.check_waterbalance(conditions))
0.0
snowfall¶
>>> inputs.fxs.series = 0.0
>>> inputs.t.series -= 8.0
>>> test("wland_v002_snowfall",
... axis1=(fluxes.pc, states.sp,),
... axis2=(inputs.t,))
Click to see the table
| date | t | p | pet | fxg | fxs | pc | petl | pes | tf | ei | rf | sf | pm | am | ps | pv | pq | etv | es | et | fxs | fxg | cdg | fgs | fqs | rh | r | ic | sp | dv | dg | hq | hs | outlet |
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| 2017-02-10 00:00:00 | -10.8 | 0.0 | 0.6 | 0.0 | 0.0 | 0.0 | 0.3942 0.702 0.378 | 0.6588 | 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 | 0.49406 | 0.000073 | 0.435763 | 0.0 | 0.0 | -37.315378 | 0.000762 | 0.0 | 0.0 | 0.0 | -3.0 -3.000001 -3.0 | -3.0 -3.0 -3.0 | 140.494822 | 1562.684622 | 0.0 | -1.966476 | 0.0 |
| 2017-02-11 00:00:00 | -9.5 | 0.4 | 0.8 | 0.0 | 0.0 | 0.32 | 0.5256 0.936 0.504 | 0.8784 | 0.000001 0.0 0.0 | 0.000001 0.000002 0.000001 | 0.0 0.0 0.0 | 0.000001 0.0 0.0 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.32 | 0.0 | 0.0 | 0.658704 | 0.000253 | 0.580984 | 0.0 | 0.0 | -15.511778 | 0.000468 | 0.0 | 0.0 | 0.0 | -2.680002 -2.680003 -2.680002 | -2.999999 -3.0 -3.0 | 141.153995 | 1547.172844 | 0.0 | -1.62609 | 0.0 |
| 2017-02-12 00:00:00 | -8.9 | 0.0 | 0.7 | 0.0 | 0.0 | 0.0 | 0.4599 0.819 0.441 | 0.7686 | 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 | 0.576325 | 0.000452 | 0.50833 | 0.0 | 0.0 | -5.174814 | 0.000343 | 0.0 | 0.0 | 0.0 | -2.680004 -2.680007 -2.680004 | -2.999999 -3.0 -3.0 | 141.730663 | 1541.99803 | 0.0 | -1.611406 | 0.0 |
| 2017-02-13 00:00:00 | -9.6 | 0.0 | 0.4 | 0.0 | 0.0 | 0.0 | 0.2628 0.468 0.252 | 0.4392 | 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 | 0.329312 | 0.000276 | 0.29046 | 0.0 | 0.0 | -0.906638 | 0.000319 | 0.0 | 0.0 | 0.0 | -2.680005 -2.680009 -2.680005 | -2.999999 -3.0 -3.0 | 142.060293 | 1541.091392 | 0.0 | -1.597619 | 0.0 |
| 2017-02-14 00:00:00 | -9.3 | 0.0 | 0.4 | 0.0 | 0.0 | 0.0 | 0.2628 0.468 0.252 | 0.4392 | 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 | 0.329299 | 0.000294 | 0.290449 | 0.0 | 0.0 | 0.730368 | 0.000316 | 0.0 | 0.0 | 0.0 | -2.680007 -2.680011 -2.680006 | -2.999999 -3.0 -3.0 | 142.389909 | 1541.821761 | 0.0 | -1.583961 | 0.0 |
| 2017-02-15 00:00:00 | -6.3 | 0.0 | 0.4 | 0.0 | 0.0 | 0.0 | 0.2628 0.468 0.252 | 0.4392 | 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 | 0.329287 | 0.000313 | 0.290439 | 0.0 | 0.0 | 1.50565 | 0.000323 | 0.0 | 0.0 | 0.0 | -2.680008 -2.680013 -2.680007 | -2.999999 -3.0 -3.0 | 142.719519 | 1543.327411 | 0.0 | -1.570033 | 0.0 |
| 2017-02-16 00:00:00 | -3.6 | 0.2 | 0.4 | 0.0 | 0.0 | 0.16 | 0.2628 0.468 0.252 | 0.4392 | 0.000001 0.0 0.0 | 0.000002 0.000003 0.000002 | 0.0 0.0 0.0 | 0.000001 0.0 0.0 | 0.000008 0.000008 0.000008 | 0.0 0.0 0.0 | 0.16 | 0.0 | 0.0 | 0.329273 | 0.000494 | 0.290431 | 0.0 | 0.0 | 1.871668 | 0.000317 | 0.0 | 0.0 | 0.0 | -2.52001 -2.520016 -2.520009 | -2.999999 -3.0 -3.0 | 143.049109 | 1545.199079 | 0.0 | -1.396551 | 0.0 |
| 2017-02-17 00:00:00 | -3.5 | 4.5 | 0.3 | 0.0 | 0.0 | 3.6 | 0.1971 0.351 0.189 | 0.3294 | 0.715908 0.000866 0.002554 | 0.045779 0.103421 0.056212 | 0.0 0.0 0.0 | 0.715908 0.000866 0.002554 | 0.000011 0.000011 0.000011 | 0.0 0.0 0.0 | 3.6 | 0.0 | 0.0 | 0.182336 | 0.202501 | 0.227703 | 0.0 | 0.0 | 1.796541 | -0.000086 | 0.0 | 0.000099 | 0.000011 | 0.318303 0.975698 1.021225 | -2.284091 -2.999134 -2.997446 | 143.231359 | 1546.99562 | 0.0 | 1.992203 | 0.000011 |
| 2017-02-18 00:00:00 | -4.6 | 0.0 | 0.3 | 0.0 | 0.0 | 0.0 | 0.1971 0.351 0.189 | 0.3294 | 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 | 0.035641 | 0.329309 | 0.243747 | 0.0 | 0.0 | 1.094193 | -0.000447 | 0.0 | 0.000336 | 0.000039 | 0.170301 0.634053 0.834925 | -2.284091 -2.999134 -2.997446 | 143.266553 | 1548.089813 | 0.0 | 1.62642 | 0.000039 |
| 2017-02-19 00:00:00 | -3.2 | 3.2 | 0.4 | 0.0 | 0.0 | 2.56 | 0.2628 0.468 0.252 | 0.4392 | 2.024091 0.452925 0.899571 | 0.221756 0.46542 0.251473 | 0.0 0.0 0.0 | 2.024091 0.452925 0.899571 | 0.00003 0.00003 0.00003 | 0.000001 0.0 0.0 | 2.56 | 0.0 | 0.0 | 0.028057 | 0.439174 | 0.3254 | 0.0 | 0.0 | 0.621041 | -0.000682 | 0.0 | 0.000609 | 0.000071 | 0.484454 2.275708 2.24388 | -0.26 -2.54621 -2.097875 | 143.293928 | 1548.710853 | 0.0 | 3.6867 | 0.000071 |
| 2017-02-20 00:00:00 | -1.3 | 4.6 | 0.3 | 0.0 | 0.0 | 3.68 | 0.1971 0.351 0.189 | 0.3294 | 3.340123 2.972407 3.208228 | 0.184113 0.350996 0.188997 | 0.584521 0.520171 0.56144 | 2.755601 2.452236 2.646788 | 0.018374 0.018374 0.018374 | 0.016188 0.000752 0.003746 | 3.68 | 0.163238 | 0.426307 | 0.008608 | 0.3294 | 0.244154 | 0.0 | 0.0 | -11.702771 | -0.002522 | 0.238148 | 0.004421 | 0.000512 | 0.640218 2.632305 2.526656 | 2.479413 -0.094726 0.545167 | 143.136777 | 1537.008082 | 0.188159 | 18.374314 | 0.000512 |
| 2017-02-21 00:00:00 | -2.2 | 2.3 | 0.6 | 0.0 | 0.0 | 1.84 | 0.3942 0.702 0.378 | 0.6588 | 1.642164 1.409265 1.618931 | 0.363811 0.701991 0.377995 | 0.0 0.0 0.0 | 1.642164 1.409265 1.618931 | 0.000888 0.000888 0.000888 | 0.000888 0.000771 0.000879 | 1.84 | 0.000241 | 0.000635 | 0.020144 | 0.6588 | 0.488293 | 0.0 | 0.0 | 5.452886 | -0.007584 | 0.164022 | 0.015901 | 0.00184 | 0.474243 2.361049 2.36973 | 4.120689 1.313768 2.163219 | 143.149095 | 1542.460968 | 0.024772 | 26.463072 | 0.00184 |
| 2017-02-22 00:00:00 | -1.5 | 18.0 | 0.8 | 0.0 | 0.0 | 14.4 | 0.5256 0.936 0.504 | 0.8784 | 13.589457 13.048462 13.564559 | 0.504697 0.935996 0.503997 | 1.698682 1.631058 1.69557 | 11.890775 11.417404 11.868989 | 0.009388 0.009388 0.009388 | 0.009388 0.009388 0.009388 | 14.4 | 0.47743 | 1.257785 | 0.013856 | 0.8784 | 0.651125 | 0.0 | 0.0 | -32.799642 | -0.016485 | 0.729031 | 0.044196 | 0.005115 | 0.780089 2.776592 2.701174 | 16.002075 12.721784 14.02282 | 142.669036 | 1509.661326 | 0.553526 | 72.770427 | 0.005115 |
| 2017-02-23 00:00:00 | -3.0 | 19.2 | 0.5 | 0.0 | 0.0 | 15.36 | 0.3285 0.585 0.315 | 0.549 | 14.927277 14.656358 14.931703 | 0.322035 0.584999 0.314999 | 0.0 0.0 0.0 | 14.927277 14.656358 14.931703 | 0.00006 0.00006 0.00006 | 0.00006 0.00006 0.00006 | 15.36 | 0.000017 | 0.000045 | 0.004285 | 0.549 | 0.406976 | 0.0 | 0.0 | 14.914236 | -0.051056 | 0.478611 | 0.121448 | 0.014056 | 0.890776 2.895235 2.814472 | 30.929293 27.378082 28.954463 | 142.622249 | 1524.575562 | 0.07496 | 102.709372 | 0.014056 |
| 2017-02-24 00:00:00 | -5.0 | 0.4 | 0.8 | 0.0 | 0.0 | 0.32 | 0.5256 0.936 0.504 | 0.8784 | 0.294509 0.228516 0.294807 | 0.495655 0.935979 0.503995 | 0.0 0.0 0.0 | 0.294509 0.228516 0.294807 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.32 | 0.0 | 0.0 | 0.019855 | 0.8784 | 0.651095 | 0.0 | 0.0 | 6.184724 | -0.063559 | 0.065203 | 0.136902 | 0.015845 | 0.420612 2.050739 2.33567 | 31.223802 27.606598 29.249269 | 142.578545 | 1530.760286 | 0.009757 | 95.697907 | 0.015845 |
| 2017-02-25 00:00:00 | -4.9 | 8.3 | 0.5 | 0.0 | 0.0 | 6.64 | 0.3285 0.585 0.315 | 0.549 | 6.067393 5.421308 6.057702 | 0.308291 0.584994 0.314997 | 0.0 0.0 0.0 | 6.067393 5.421308 6.057702 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 6.64 | 0.0 | 0.0 | 0.013397 | 0.549 | 0.406929 | 0.0 | 0.0 | 3.019403 | -0.059994 | 0.008441 | 0.126512 | 0.014643 | 0.684928 2.684437 2.602971 | 37.291195 33.027906 35.306971 | 142.531948 | 1533.779689 | 0.001316 | 93.231176 | 0.014643 |
| 2017-02-26 00:00:00 | -0.9 | 5.3 | 0.4 | 0.0 | 0.0 | 4.24 | 0.2628 0.468 0.252 | 0.4392 | 3.990639 3.797605 3.989314 | 0.251901 0.467998 0.251998 | 1.097426 1.044342 1.097061 | 2.893213 2.753264 2.892253 | 0.069591 0.069591 0.069591 | 0.069591 0.069591 0.069591 | 4.24 | 0.323242 | 0.860137 | 0.007225 | 0.4392 | 0.325561 | 0.0 | 0.0 | -22.238877 | -0.060446 | 0.489402 | 0.137313 | 0.015893 | 0.682388 2.658834 2.601659 | 40.114817 35.711579 38.129633 | 142.155485 | 1511.540812 | 0.37205 | 111.481389 | 0.015893 |
| 2017-02-27 00:00:00 | 1.4 | 0.7 | 1.3 | 0.0 | 0.0 | 0.56 | 0.8541 1.521 0.819 | 1.4274 | 0.424043 0.206924 0.40434 | 0.695509 1.52066 0.818961 | 0.360436 0.175885 0.343689 | 0.063606 0.031039 0.060651 | 7.013137 7.013137 7.013137 | 7.013137 7.013137 7.013137 | 0.56 | 2.025397 | 5.493677 | 0.10525 | 1.4274 | 1.05767 | 0.0 | 0.0 | -138.102988 | -0.093547 | 3.451139 | 0.318931 | 0.036913 | 0.122836 1.49125 1.938358 | 33.165286 28.729481 31.177147 | 140.141792 | 1373.437824 | 2.414588 | 259.64785 | 0.036913 |
| 2017-02-28 00:00:00 | -3.4 | 2.7 | 0.9 | 0.0 | 0.0 | 2.16 | 0.5913 1.053 0.567 | 0.9882 | 1.504354 0.475414 1.340729 | 0.453714 1.052728 0.566963 | 0.0 0.0 0.0 | 1.504354 0.475414 1.340729 | 0.000016 0.000016 0.000016 | 0.000016 0.000016 0.000016 | 2.16 | 0.000004 | 0.000012 | 0.09131 | 0.9882 | 0.732148 | 0.0 | 0.0 | 56.694584 | -0.321424 | 2.087825 | 0.728738 | 0.084345 | 0.324768 2.123108 2.190666 | 34.669625 29.204879 32.51786 | 139.911674 | 1430.132408 | 0.326774 | 312.511393 | 0.084345 |
| 2017-03-01 00:00:00 | -4.3 | 1.6 | 0.7 | 0.0 | 0.0 | 1.28 | 0.4851 0.819 0.441 | 0.7938 | 0.950596 0.497035 0.875887 | 0.384059 0.818947 0.440979 | 0.0 0.0 0.0 | 0.950596 0.497035 0.875887 | 0.000001 0.000001 0.000001 | 0.000001 0.000001 0.000001 | 1.28 | 0.0 | 0.000001 | 0.067011 | 0.7938 | 0.584792 | 0.0 | 0.0 | 25.126112 | -0.354391 | 0.282534 | 0.700675 | 0.081097 | 0.270113 2.087125 2.153799 | 35.62022 29.701913 33.393747 | 139.624294 | 1455.25852 | 0.044241 | 276.17937 | 0.081097 |
| 2017-03-02 00:00:00 | -3.3 | 2.5 | 0.7 | 0.0 | 0.0 | 2.0 | 0.4851 0.819 0.441 | 0.7938 | 1.532198 1.008874 1.460256 | 0.3938 0.818966 0.440983 | 0.0 0.0 0.0 | 1.532198 1.008874 1.460256 | 0.000022 0.000022 0.000022 | 0.000022 0.000022 0.000022 | 2.0 | 0.000006 | 0.000016 | 0.060547 | 0.7938 | 0.584825 | 0.0 | 0.0 | 16.232114 | -0.283702 | 0.038211 | 0.567088 | 0.065635 | 0.344114 2.259285 2.25256 | 37.152396 30.710765 34.853981 | 139.401133 | 1471.490634 | 0.006046 | 238.392309 | 0.065635 |
| 2017-03-03 00:00:00 | -2.1 | 0.6 | 1.1 | 0.0 | 0.0 | 0.48 | 0.7623 1.287 0.693 | 1.2474 | 0.288984 0.088968 0.24228 | 0.50592 1.286377 0.692918 | 0.0 0.0 0.0 | 0.288984 0.088968 0.24228 | 0.001244 0.001244 0.001244 | 0.001244 0.001244 0.001244 | 0.48 | 0.000337 | 0.000941 | 0.170201 | 1.2474 | 0.918647 | 0.0 | 0.0 | 11.679971 | -0.220478 | 0.005791 | 0.453811 | 0.052524 | 0.02921 1.363939 1.797362 | 37.440136 30.798489 35.095016 | 139.350519 | 1483.170605 | 0.001196 | 205.49501 | 0.052524 |
| 2017-03-04 00:00:00 | -0.3 | 0.2 | 1.0 | 0.0 | 0.0 | 0.16 | 0.693 1.17 0.63 | 1.134 | 0.056025 0.000729 0.020468 | 0.287077 1.128774 0.629377 | 0.023811 0.00031 0.008699 | 0.032214 0.000419 0.011769 | 0.45975 0.45975 0.45975 | 0.45975 0.45975 0.45975 | 0.16 | 0.128756 | 0.359119 | 0.282818 | 1.134 | 0.834465 | 0.0 | 0.0 | -0.407847 | -0.173929 | 0.205383 | 0.375959 | 0.043514 | -0.153891 0.394436 1.307517 | 37.012601 30.339159 34.647035 | 139.330653 | 1482.762758 | 0.154932 | 188.116565 | 0.043514 |
| 2017-03-05 00:00:00 | -1.7 | 1.7 | 0.8 | 0.0 | 0.0 | 1.36 | 0.5544 0.936 0.504 | 0.9072 | 0.699103 0.001275 0.261794 | 0.321123 0.881327 0.50364 | 0.052433 0.000096 0.019635 | 0.646671 0.00118 0.242159 | 0.00479 0.00479 0.00479 | 0.00479 0.00479 0.00479 | 1.36 | 0.010769 | 0.02855 | 0.172802 | 0.9072 | 0.667842 | 0.0 | 0.0 | 9.627456 | -0.152868 | 0.148761 | 0.335142 | 0.03879 | 0.185883 0.871833 1.902084 | 37.654481 30.335549 34.884404 | 139.339817 | 1492.390214 | 0.034721 | 172.360088 | 0.03879 |
| 2017-03-06 00:00:00 | -4.3 | 0.3 | 0.6 | 0.0 | 0.0 | 0.24 | 0.4158 0.702 0.378 | 0.6804 | 0.131772 0.00023 0.068149 | 0.25588 0.664259 0.377898 | 0.0 0.0 0.0 | 0.131772 0.00023 0.068149 | 0.000001 0.000001 0.000001 | 0.000001 0.000001 0.000001 | 0.24 | 0.0 | 0.000001 | 0.118549 | 0.6804 | 0.500951 | 0.0 | 0.0 | 6.985571 | -0.129433 | 0.030202 | 0.286145 | 0.033119 | 0.038231 0.447344 1.696037 | 37.786253 30.335778 34.952553 | 139.328933 | 1499.375785 | 0.00452 | 153.384352 | 0.033119 |
| 2017-03-07 00:00:00 | -6.4 | 0.0 | 0.7 | 0.0 | 0.0 | 0.0 | 0.4851 0.819 0.441 | 0.7938 | 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 | 0.282879 | 0.7938 | 0.583701 | 0.0 | 0.0 | 5.255944 | -0.10604 | 0.003816 | 0.239392 | 0.027707 | -0.164979 -0.082174 1.255626 | 37.786253 30.335778 34.952553 | 139.505772 | 1504.631729 | 0.000703 | 136.131576 | 0.027707 |
| 2017-03-08 00:00:00 | -4.0 | 1.8 | 0.7 | 0.0 | 0.0 | 1.44 | 0.4851 0.819 0.441 | 0.7938 | 0.767711 0.000464 0.30128 | 0.289599 0.646696 0.44066 | 0.0 0.0 0.0 | 0.767711 0.000464 0.30128 | 0.000002 0.000002 0.000002 | 0.000002 0.000002 0.000002 | 1.44 | 0.000001 | 0.000002 | 0.186747 | 0.7938 | 0.584185 | 0.0 | 0.0 | 4.348785 | -0.088092 | 0.000609 | 0.202495 | 0.023437 | 0.217711 0.710666 1.953686 | 38.553961 30.336241 35.253831 | 139.604426 | 1508.980514 | 0.000095 | 122.79801 | 0.023437 |
| 2017-03-09 00:00:00 | -2.4 | 8.9 | 0.5 | 0.0 | 0.0 | 7.12 | 0.3465 0.585 0.315 | 0.567 | 6.357962 4.562585 6.159877 | 0.317367 0.584262 0.314994 | 0.0 0.0 0.0 | 6.357962 4.562585 6.159877 | 0.000453 0.000453 0.000453 | 0.000453 0.000453 0.000453 | 7.12 | 0.000123 | 0.000342 | 0.019561 | 0.567 | 0.417847 | 0.0 | 0.0 | 2.705199 | -0.078007 | 0.000277 | 0.180515 | 0.020893 | 0.662382 2.683819 2.598816 | 44.911471 34.898373 41.413255 | 139.545857 | 1511.685713 | 0.000161 | 116.898665 | 0.020893 |
| 2017-03-10 00:00:00 | -2.2 | 0.0 | 0.8 | 0.0 | 0.0 | 0.0 | 0.5544 0.936 0.504 | 0.9072 | 0.0 0.0 0.0 | 0.472491 0.935923 0.503987 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.000888 0.000888 0.000888 | 0.000888 0.000888 0.000888 | 0.0 | 0.000241 | 0.000671 | 0.054335 | 0.9072 | 0.668444 | 0.0 | 0.0 | 1.826143 | -0.068386 | 0.000521 | 0.160597 | 0.018588 | 0.189891 1.747896 2.094829 | 44.910583 34.897485 41.412366 | 139.531565 | 1513.511856 | 0.000311 | 104.97133 | 0.018588 |
| 2017-03-11 00:00:00 | -2.3 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.693 1.17 0.63 | 1.134 | 0.0 0.0 0.0 | 0.343246 1.155778 0.629754 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.000634 0.000634 0.000634 | 0.000634 0.000634 0.000634 | 0.0 | 0.000172 | 0.000479 | 0.236615 | 1.134 | 0.834717 | 0.0 | 0.0 | 1.985034 | -0.056854 | 0.000541 | 0.136952 | 0.015851 | -0.153355 0.592118 1.465074 | 44.909949 34.896851 41.411732 | 139.711154 | 1515.49689 | 0.000249 | 94.509017 | 0.015851 |
| 2017-03-12 00:00:00 | -3.4 | 0.0 | 1.2 | 0.0 | 0.0 | 0.0 | 0.8316 1.404 0.756 | 1.3608 | 0.0 0.0 0.0 | 0.194698 0.817474 0.748186 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.000016 0.000016 0.000016 | 0.000016 0.000016 0.000016 | 0.0 | 0.000004 | 0.000012 | 0.616708 | 1.3608 | 0.999295 | 0.0 | 0.0 | 2.91962 | -0.047849 | 0.000217 | 0.117121 | 0.013556 | -0.348054 -0.225356 0.716888 | 44.909933 34.896836 41.411717 | 140.280009 | 1518.41651 | 0.000044 | 85.192647 | 0.013556 |
| 2017-03-13 00:00:00 | -3.8 | 0.9 | 0.9 | 0.0 | 0.0 | 0.72 | 0.6237 1.053 0.567 | 1.0206 | 0.198569 0.000023 0.002961 | 0.207131 0.451043 0.552689 | 0.0 0.0 0.0 | 0.198569 0.000023 0.002961 | 0.000004 0.000004 0.000004 | 0.000004 0.000004 0.000004 | 0.72 | 0.000001 | 0.000003 | 0.475714 | 1.0206 | 0.748555 | 0.0 | 0.0 | 3.744556 | -0.041511 | 0.000039 | 0.101377 | 0.011733 | -0.033754 0.043578 0.881239 | 45.108498 34.896855 41.414673 | 140.714211 | 1522.161066 | 0.000007 | 77.994486 | 0.011733 |
| 2017-03-14 00:00:00 | -0.6 | 0.1 | 0.9 | 0.0 | 0.0 | 0.08 | 0.6237 1.053 0.567 | 1.0206 | 0.023902 0.000002 0.000192 | 0.223811 0.376938 0.535207 | 0.008366 0.000001 0.000067 | 0.015537 0.000001 0.000125 | 0.184058 0.184058 0.184058 | 0.184058 0.184058 0.184058 | 0.08 | 0.052369 | 0.141952 | 0.489198 | 1.0206 | 0.746756 | 0.0 | 0.0 | -0.26656 | -0.037103 | 0.080358 | 0.091091 | 0.010543 | -0.201467 -0.253362 0.425841 | 44.939977 34.712798 41.23074 | 141.113938 | 1521.894506 | 0.061601 | 74.800647 | 0.010543 |
| 2017-03-15 00:00:00 | -1.7 | 0.0 | 1.2 | 0.0 | 0.0 | 0.0 | 0.8316 1.404 0.756 | 1.3608 | 0.0 0.0 0.0 | 0.171721 0.216415 0.491956 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.00479 0.00479 0.00479 | 0.00479 0.00479 0.00479 | 0.0 | 0.001333 | 0.00359 | 0.831056 | 1.3608 | 0.973017 | 0.0 | 0.0 | 5.774035 | -0.035608 | 0.055331 | 0.085726 | 0.009922 | -0.373188 -0.469777 -0.066116 | 44.935187 34.708008 41.22595 | 141.908053 | 1527.668541 | 0.009861 | 70.294439 | 0.009922 |
| 2017-03-16 00:00:00 | 0.7 | 0.0 | 1.4 | 0.0 | 0.0 | 0.0 | 0.9702 1.638 0.882 | 1.5876 | 0.0 0.0 0.0 | 0.116277 0.128063 0.249379 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 3.633659 3.633659 3.633659 | 3.633659 3.633659 3.633659 | 0.0 | 1.01639 | 2.718908 | 1.066482 | 1.5876 | 1.102849 | 0.0 | 0.0 | -68.147557 | -0.040542 | 1.551842 | 0.130011 | 0.015048 | -0.489465 -0.59784 -0.315494 | 41.301528 31.074349 37.592291 | 141.917603 | 1459.520984 | 1.176926 | 136.458656 | 0.015048 |
| 2017-03-17 00:00:00 | -1.6 | 3.9 | 1.1 | 0.0 | 0.0 | 3.12 | 0.7623 1.287 0.693 | 1.2474 | 1.818476 0.016201 0.251089 | 0.484996 0.989423 0.602617 | 0.181848 0.00162 0.025109 | 1.636628 0.014581 0.22598 | 0.006707 0.006707 0.006707 | 0.006707 0.006707 0.006707 | 3.12 | 0.036007 | 0.086406 | 0.282439 | 1.2474 | 0.909184 | 0.0 | 0.0 | 31.776788 | -0.114115 | 1.06035 | 0.28374 | 0.03284 | 0.327064 1.516536 1.9508 | 42.931449 31.082224 37.811565 | 142.04992 | 1491.297772 | 0.202982 | 171.068945 | 0.03284 |
| 2017-03-18 00:00:00 | -2.8 | 8.7 | 1.1 | 0.0 | 0.0 | 6.96 | 0.7623 1.287 0.693 | 1.2474 | 6.071649 4.671871 5.753559 | 0.685976 1.286933 0.692984 | 0.0 0.0 0.0 | 6.071649 4.671871 5.753559 | 0.000117 0.000117 0.000117 | 0.000117 0.000117 0.000117 | 6.96 | 0.000033 | 0.000088 | 0.050614 | 1.2474 | 0.919214 | 0.0 | 0.0 | 15.954879 | -0.142678 | 0.175529 | 0.302005 | 0.034954 | 0.529438 2.517732 2.464257 | 49.002981 35.753978 43.565006 | 141.957824 | 1507.252651 | 0.02754 | 163.990141 | 0.034954 |
| 2017-03-19 00:00:00 | -2.9 | 26.4 | 0.5 | 0.0 | 0.0 | 21.12 | 0.3465 0.585 0.315 | 0.567 | 20.402847 20.094414 20.41026 | 0.337476 0.584999 0.314999 | 0.0 0.0 0.0 | 20.402847 20.094414 20.41026 | 0.000084 0.000084 0.000084 | 0.000084 0.000084 0.000084 | 21.12 | 0.000023 | 0.000063 | 0.005982 | 0.567 | 0.417912 | 0.0 | 0.0 | 6.993098 | -0.14477 | 0.023825 | 0.290815 | 0.033659 | 0.909116 2.958319 2.858998 | 69.405744 55.848308 63.975182 | 141.819012 | 1514.245749 | 0.003778 | 164.785417 | 0.033659 |
| 2017-03-20 00:00:00 | 0.7 | 11.5 | 0.6 | 0.0 | 0.0 | 9.2 | 0.4158 0.702 0.378 | 0.6804 | 8.931806 8.696853 8.951311 | 0.406533 0.701998 0.377999 | 6.028969 5.870376 6.042135 | 2.902837 2.826477 2.909176 | 3.633659 3.633659 3.633659 | 3.633659 3.633659 3.633659 | 9.2 | 2.637844 | 7.242307 | 0.006145 | 0.6804 | 0.5015 | 0.0 | 0.0 | -191.125786 | -0.165239 | 4.116173 | 0.499492 | 0.057812 | 0.770777 2.759468 2.729688 | 68.674922 55.041126 63.2507 | 139.022073 | 1323.119962 | 3.129912 | 342.735875 | 0.057812 |
| 2017-03-21 00:00:00 | -1.8 | 0.9 | 1.5 | 0.0 | 0.0 | 0.72 | 1.0395 1.755 0.945 | 1.701 | 0.554111 0.275961 0.5481 | 0.842857 1.754558 0.944963 | 0.027706 0.013798 0.027405 | 0.526406 0.262163 0.520695 | 0.00342 0.00342 0.00342 | 0.00342 0.00342 0.00342 | 0.72 | 0.007126 | 0.02051 | 0.13054 | 1.701 | 1.253203 | 0.0 | 0.0 | 64.34888 | -0.503561 | 2.719178 | 1.075018 | 0.124423 | 0.093809 1.448949 1.956626 | 69.197908 55.299869 63.767974 | 138.641926 | 1387.468843 | 0.431244 | 399.036649 | 0.124423 |
| 2017-03-22 00:00:00 | -2.1 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.386 2.34 1.26 | 2.268 | 0.0 0.0 0.0 | 0.443267 1.687835 1.251504 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.001244 0.001244 0.001244 | 0.001244 0.001244 0.001244 | 0.0 | 0.000334 | 0.000944 | 0.841351 | 2.268 | 1.666944 | 0.0 | 0.0 | 32.301781 | -0.515823 | 0.373347 | 0.99021 | 0.114608 | -0.349458 -0.238886 0.705122 | 69.196663 55.298624 63.766729 | 138.967121 | 1419.770623 | 0.05884 | 342.80437 | 0.114608 |
| 2017-03-23 00:00:00 | -2.8 | 0.0 | 1.6 | 0.0 | 0.0 | 0.0 | 1.1088 1.872 1.008 | 1.8144 | 0.0 0.0 0.0 | 0.139047 0.269888 0.749587 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.000117 0.000117 0.000117 | 0.000117 0.000117 0.000117 | 0.0 | 0.000032 | 0.000089 | 1.174146 | 1.8144 | 1.306451 | 0.0 | 0.0 | 26.852792 | -0.390592 | 0.050859 | 0.768609 | 0.088959 | -0.488506 -0.508774 -0.044465 | 69.196546 55.298507 63.766612 | 139.750642 | 1446.623416 | 0.00807 | 287.826438 | 0.088959 |
| 2017-03-24 00:00:00 | -2.8 | 0.0 | 1.6 | 0.0 | 0.0 | 0.0 | 1.1088 1.872 1.008 | 1.8144 | 0.0 0.0 0.0 | 0.087816 0.12487 0.285174 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.000117 0.000117 0.000117 | 0.000117 0.000117 0.000117 | 0.0 | 0.000032 | 0.000089 | 1.256072 | 1.8144 | 1.260438 | 0.0 | 0.0 | 22.666928 | -0.295917 | 0.00707 | 0.594096 | 0.068761 | -0.576322 -0.633644 -0.329639 | 69.196428 55.298389 63.766495 | 140.710766 | 1469.290343 | 0.001089 | 243.603727 | 0.068761 |
| 2017-03-25 00:00:00 | -2.1 | 0.0 | 1.2 | 0.0 | 0.0 | 0.0 | 0.8316 1.404 0.756 | 1.3608 | 0.0 0.0 0.0 | 0.049327 0.062902 0.10941 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.001244 0.001244 0.001244 | 0.001244 0.001244 0.001244 | 0.0 | 0.000344 | 0.000934 | 0.96312 | 1.3608 | 0.934907 | 0.0 | 0.0 | 18.317657 | -0.230729 | 0.00146 | 0.466831 | 0.054031 | -0.625648 -0.696546 -0.439048 | 69.195184 55.297145 63.76525 | 141.442812 | 1487.608 | 0.000564 | 208.797731 | 0.054031 |
| 2017-03-26 00:00:00 | -1.3 | 0.0 | 1.3 | 0.0 | 0.0 | 0.0 | 0.9009 1.521 0.819 | 1.4742 | 0.0 0.0 0.0 | 0.043674 0.052837 0.081009 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.018374 0.018374 0.018374 | 0.018374 0.018374 0.018374 | 0.0 | 0.005137 | 0.013751 | 1.054831 | 1.4742 | 1.008998 | 0.0 | 0.0 | 14.489647 | -0.184232 | 0.007862 | 0.373372 | 0.043214 | -0.669322 -0.749383 -0.520058 | 69.17681 55.278771 63.746876 | 142.308274 | 1502.097647 | 0.006453 | 180.915523 | 0.043214 |
| 2017-03-27 00:00:00 | -1.0 | 0.0 | 1.6 | 0.0 | 0.0 | 0.0 | 1.1088 1.872 1.008 | 1.8144 | 0.0 0.0 0.0 | 0.044306 0.05155 0.072302 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.05 0.05 0.05 | 0.05 0.05 0.05 | 0.0 | 0.014157 | 0.037259 | 1.308831 | 1.8144 | 1.23897 | 0.0 | 0.0 | 12.214636 | -0.150417 | 0.026991 | 0.303555 | 0.035134 | -0.713628 -0.800933 -0.59236 | 69.12681 55.228771 63.696876 | 143.452531 | 1514.312282 | 0.016721 | 158.612527 | 0.035134 |
| 2017-03-28 00:00:00 | 0.3 | 0.0 | 1.9 | 0.0 | 0.0 | 0.0 | 1.3167 2.223 1.197 | 2.1546 | 0.0 0.0 0.0 | 0.043336 0.04889 0.06406 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 1.95975 1.95975 1.95975 | 1.95975 1.95975 1.95975 | 0.0 | 0.561887 | 1.454051 | 1.564285 | 2.1546 | 1.468925 | 0.0 | 0.0 | -28.268903 | -0.132292 | 0.840283 | 0.288218 | 0.033359 | -0.756964 -0.849823 -0.65642 | 67.16706 53.269021 61.737126 | 144.322637 | 1486.04338 | 0.63049 | 177.386794 | 0.033359 |
| 2017-03-29 00:00:00 | 1.0 | 1.5 | 0.8 | 0.0 | 0.0 | 1.2 | 0.5544 0.936 0.504 | 0.9072 | 0.261946 0.000022 0.000144 | 0.145107 0.23828 0.204215 | 0.19646 0.000017 0.000108 | 0.065487 0.000006 0.000036 | 5.05 5.05 5.05 | 5.05 5.05 5.05 | 1.2 | 1.483567 | 3.832681 | 0.50244 | 0.9072 | 0.636687 | 0.0 | 0.0 | -83.807551 | -0.181114 | 2.706216 | 0.457216 | 0.052919 | 0.035982 0.111875 0.339221 | 62.182546 48.219026 56.687162 | 143.160396 | 1402.235829 | 1.756955 | 279.436232 | 0.052919 |
| 2017-03-30 00:00:00 | 4.4 | 0.3 | 1.5 | 0.0 | 0.0 | 0.24 | 1.0395 1.755 0.945 | 1.701 | 0.076968 0.000006 0.00005 | 0.397174 0.624732 0.601928 | 0.076968 0.000006 0.00005 | 0.0 0.0 0.0 | 22.000001 22.000001 22.000001 | 22.000001 22.000001 22.000001 | 0.24 | 6.040982 | 16.609304 | 0.800552 | 1.701 | 1.216305 | 0.0 | 0.0 | -164.872077 | -0.644895 | 10.921826 | 1.428194 | 0.1653 | -0.198159 -0.272863 -0.022757 | 40.182546 26.219026 34.687162 | 137.275071 | 1237.363752 | 7.444434 | 713.295105 | 0.1653 |
| 2017-03-31 00:00:00 | 7.0 | 0.2 | 2.7 | 0.0 | 0.0 | 0.16 | 1.8711 3.159 1.701 | 3.0618 | 0.023632 0.000001 0.000007 | 0.346942 0.403332 0.47052 | 0.023632 0.000001 0.000007 | 0.0 0.0 0.0 | 35.0 35.0 35.0 | 35.0 27.003244 34.732152 | 0.16 | 8.019558 | 25.370766 | 1.92555 | 3.0618 | 2.128263 | 0.0 | 0.0 | -110.533139 | -3.867888 | 21.446337 | 4.674145 | 0.540989 | -0.408734 -0.516195 -0.333283 | 5.182546 -0.784218 -0.04499 | 127.313175 | 1126.830613 | 11.368862 | 1356.982728 | 0.540989 |
| 2017-04-01 00:00:00 | 3.8 | 4.5 | 1.5 | 0.0 | 0.0 | 3.6 | 1.2825 1.755 0.945 | 1.728 | 1.991548 0.031215 0.413719 | 0.874807 1.427486 0.831576 | 1.991548 0.031215 0.413719 | 0.0 0.0 0.0 | 19.000004 19.000004 19.000004 | 6.071372 0.262718 0.920078 | 3.6 | 1.21334 | 3.967306 | 0.379423 | 1.728 | 1.384773 | 0.0 | 0.0 | -21.217785 | -7.094506 | 12.663141 | 7.209863 | 0.834475 | 0.324911 1.625103 2.021421 | -0.888827 -1.046935 -0.965068 | 119.384752 | 1105.612828 | 2.673027 | 1305.987767 | 0.834475 |
| 2017-04-02 00:00:00 | 1.4 | 0.0 | 1.6 | 0.0 | 0.0 | 0.0 | 1.368 1.872 1.008 | 1.8432 | 0.0 0.0 0.0 | 0.610094 1.639722 1.005972 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 7.013137 7.013137 7.013137 | 0.093304 0.050378 0.069838 | 0.0 | 0.015615 | 0.064026 | 0.580684 | 1.8432 | 1.488426 | 0.0 | 0.0 | 12.10703 | -4.257845 | 2.349429 | 5.267133 | 0.609622 | -0.285183 -0.014619 1.015449 | -0.982131 -1.097314 -1.034907 | 115.691976 | 1117.719858 | 0.387624 | 968.138953 | 0.609622 |
| 2017-04-03 00:00:00 | 0.1 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.71 2.34 1.26 | 2.304 | 0.0 0.0 0.0 | 0.226983 0.478112 1.029561 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 1.298601 1.298601 1.298601 | 0.013653 0.008179 0.010807 | 0.0 | 0.002265 | 0.009687 | 1.603904 | 2.304 | 1.835652 | 0.0 | 0.0 | 21.791594 | -1.982554 | 0.340629 | 3.354159 | 0.388213 | -0.512166 -0.492731 -0.014112 | -0.995783 -1.105493 -1.045714 | 115.311061 | 1139.511452 | 0.056683 | 727.387168 | 0.388213 |
| 2017-04-04 00:00:00 | -0.1 | 0.0 | 2.1 | 0.0 | 0.0 | 0.0 | 1.7955 2.457 1.323 | 2.4192 | 0.0 0.0 0.0 | 0.119526 0.161082 0.357094 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.798601 0.798601 0.798601 | 0.007994 0.004882 0.006391 | 0.0 | 0.00134 | 0.005694 | 1.876255 | 2.4192 | 1.855875 | 0.0 | 0.0 | 42.113429 | -0.979669 | 0.052254 | 2.255785 | 0.261086 | -0.631692 -0.653813 -0.371206 | -1.003777 -1.110375 -1.052105 | 116.206307 | 1181.624881 | 0.010123 | 571.535766 | 0.261086 |
| 2017-04-05 00:00:00 | -0.5 | 0.4 | 1.7 | 0.0 | 0.0 | 0.32 | 1.4535 1.989 1.071 | 1.9584 | 0.014438 0.000001 0.000008 | 0.119666 0.145372 0.209579 | 0.005414 0.0 0.000003 | 0.009024 0.000001 0.000005 | 0.251908 0.251908 0.251908 | 0.002507 0.001518 0.001978 | 0.32 | 0.001132 | 0.004387 | 1.498583 | 1.9584 | 1.49456 | 0.0 | 0.0 | 52.858212 | -0.577839 | 0.011107 | 1.611433 | 0.186508 | -0.445796 -0.479186 -0.260793 | -0.997259 -1.111892 -1.054078 | 117.125919 | 1234.483093 | 0.003402 | 464.387312 | 0.186508 |
| 2017-04-06 00:00:00 | -0.8 | 0.0 | 1.7 | 0.0 | 0.0 | 0.0 | 1.4535 1.989 1.071 | 1.9584 | 0.0 0.0 0.0 | 0.126256 0.143948 0.175627 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.096611 0.096611 0.096611 | 0.000976 0.000579 0.000754 | 0.0 | 0.000168 | 0.000684 | 1.494572 | 1.9584 | 1.491151 | 0.0 | 0.0 | 44.104767 | -0.383111 | 0.003346 | 1.199918 | 0.138879 | -0.572052 -0.623134 -0.43642 | -0.998235 -1.112471 -1.054832 | 118.237212 | 1278.58786 | 0.00074 | 385.701757 | 0.138879 |
| 2017-04-07 00:00:00 | 0.1 | 0.0 | 0.8 | 0.0 | 0.0 | 0.0 | 0.684 0.936 0.504 | 0.9216 | 0.0 0.0 0.0 | 0.042008 0.04567 0.053493 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 1.298601 1.298601 1.298601 | 0.012716 0.007641 0.00989 | 0.0 | 0.002218 | 0.008914 | 0.722182 | 0.9216 | 0.698767 | 0.0 | 0.0 | 32.640212 | -0.26865 | 0.005812 | 0.922225 | 0.106739 | -0.61406 -0.668804 -0.489913 | -1.010951 -1.120113 -1.064722 | 118.688526 | 1311.228072 | 0.003842 | 327.106236 | 0.106739 |
| 2017-04-08 00:00:00 | 0.6 | 0.0 | 1.3 | 0.0 | 0.0 | 0.0 | 1.1115 1.521 0.819 | 1.4976 | 0.0 0.0 0.0 | 0.055218 0.058909 0.067481 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 3.184058 3.184058 3.184058 | 0.028378 0.017679 0.022514 | 0.0 | 0.005048 | 0.020038 | 1.187233 | 1.4976 | 1.133492 | 0.0 | 0.0 | 24.00745 | -0.193043 | 0.015007 | 0.727937 | 0.084252 | -0.669278 -0.727713 -0.557394 | -1.039329 -1.137792 -1.087236 | 119.677668 | 1335.235522 | 0.008873 | 281.433974 | 0.084252 |
| 2017-04-09 00:00:00 | 2.5 | 0.0 | 2.5 | 0.0 | 0.0 | 0.0 | 2.1375 2.925 1.575 | 2.88 | 0.0 0.0 0.0 | 0.078864 0.082512 0.091995 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 12.500323 12.500323 12.500323 | 0.08546 0.058198 0.071096 | 0.0 | 0.015908 | 0.061528 | 2.311243 | 2.88 | 2.175763 | 0.0 | 0.0 | 20.526782 | -0.141945 | 0.0439 | 0.586074 | 0.067833 | -0.748142 -0.810225 -0.649389 | -1.124788 -1.195991 -1.158332 | 121.831059 | 1355.762304 | 0.026501 | 245.141598 | 0.067833 |
Click to see the graph
>>> round_(model.check_waterbalance(conditions))
0.0
No vadose zone¶
>>> lt(SEALED)
>>> test("wland_v002_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 | pet | fxg | fxs | pc | petl | pes | tf | ei | rf | sf | pm | am | ps | pv | pq | etv | es | et | fxs | fxg | cdg | fgs | fqs | rh | r | ic | sp | dv | dg | hq | hs | outlet |
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| 2017-02-10 00:00:00 | -10.8 | 0.0 | 0.6 | 0.0 | 0.0 | 0.0 | 0.378 0.378 0.378 | 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 0.0 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 | -3.0 -3.0 -3.0 | -3.0 -3.0 -3.0 | nan | nan | 0.0 | -2.000067 | 0.0 |
| 2017-02-11 00:00:00 | -9.5 | 0.4 | 0.8 | 0.0 | 0.0 | 0.32 | 0.504 0.504 0.504 | 0.8784 | 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 | 0.32 | 0.0 | 0.0 | 0.0 | 0.00024 | 0.000006 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -2.680002 -2.680002 -2.680002 | -3.0 -3.0 -3.0 | nan | nan | 0.0 | -1.680307 | 0.0 |
| 2017-02-12 00:00:00 | -8.9 | 0.0 | 0.7 | 0.0 | 0.0 | 0.0 | 0.441 0.441 0.441 | 0.7686 | 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 | 0.00034 | 0.000009 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -2.680004 -2.680004 -2.680004 | -3.0 -3.0 -3.0 | nan | nan | 0.0 | -1.680647 | 0.0 |
| 2017-02-13 00:00:00 | -9.6 | 0.0 | 0.4 | 0.0 | 0.0 | 0.0 | 0.252 0.252 0.252 | 0.4392 | 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 | 0.000194 | 0.000005 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -2.680005 -2.680005 -2.680005 | -3.0 -3.0 -3.0 | nan | nan | 0.0 | -1.680842 | 0.0 |
| 2017-02-14 00:00:00 | -9.3 | 0.0 | 0.4 | 0.0 | 0.0 | 0.0 | 0.252 0.252 0.252 | 0.4392 | 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 | 0.000194 | 0.000005 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -2.680006 -2.680006 -2.680006 | -3.0 -3.0 -3.0 | nan | nan | 0.0 | -1.681036 | 0.0 |
| 2017-02-15 00:00:00 | -6.3 | 0.0 | 0.4 | 0.0 | 0.0 | 0.0 | 0.252 0.252 0.252 | 0.4392 | 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 | 0.000194 | 0.000005 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -2.680007 -2.680007 -2.680007 | -3.0 -3.0 -3.0 | nan | nan | 0.0 | -1.68123 | 0.0 |
| 2017-02-16 00:00:00 | -3.6 | 0.2 | 0.4 | 0.0 | 0.0 | 0.16 | 0.252 0.252 0.252 | 0.4392 | 0.0 0.0 0.0 | 0.000002 0.000002 0.000002 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.000008 0.000008 0.000008 | 0.0 0.0 0.0 | 0.16 | 0.0 | 0.0 | 0.0 | 0.000299 | 0.000008 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | -2.520009 -2.520009 -2.520009 | -3.0 -3.0 -3.0 | nan | nan | 0.0 | -1.521529 | 0.0 |
| 2017-02-17 00:00:00 | -3.5 | 4.5 | 0.3 | 0.0 | 0.0 | 3.6 | 0.189 0.189 0.189 | 0.3294 | 0.002575 0.002575 0.002575 | 0.05696 0.05696 0.05696 | 0.0 0.0 0.0 | 0.002575 0.002575 0.002575 | 0.000011 0.000011 0.000011 | 0.0 0.0 0.0 | 3.6 | 0.0 | 0.0 | 0.0 | 0.190061 | 0.059622 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000086 | 0.00001 | 1.020457 1.020457 1.020457 | -2.997425 -2.997425 -2.997425 | nan | nan | 0.0 | 1.884092 | 0.00001 |
| 2017-02-18 00:00:00 | -4.6 | 0.0 | 0.3 | 0.0 | 0.0 | 0.0 | 0.189 0.189 0.189 | 0.3294 | 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 | 0.32923 | 0.18899 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00031 | 0.000036 | 0.834329 0.834329 0.834329 | -2.997425 -2.997425 -2.997425 | nan | nan | 0.0 | 1.539384 | 0.000036 |
| 2017-02-19 00:00:00 | -3.2 | 3.2 | 0.4 | 0.0 | 0.0 | 2.56 | 0.252 0.252 0.252 | 0.4392 | 0.899276 0.899276 0.899276 | 0.251443 0.251443 0.251443 | 0.0 0.0 0.0 | 0.899276 0.899276 0.899276 | 0.00003 0.00003 0.00003 | 0.0 0.0 0.0 | 2.56 | 0.0 | 0.0 | 0.0 | 0.43916 | 0.255198 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000585 | 0.000068 | 2.243609 2.243609 2.243609 | -2.098149 -2.098149 -2.098149 | nan | nan | 0.0 | 3.630963 | 0.000068 |
| 2017-02-20 00:00:00 | -1.3 | 4.6 | 0.3 | 0.0 | 0.0 | 3.68 | 0.189 0.189 0.189 | 0.3294 | 3.208267 3.208267 3.208267 | 0.188997 0.188997 0.188997 | 0.561447 0.561447 0.561447 | 2.64682 2.64682 2.64682 | 0.018374 0.018374 0.018374 | 0.003734 0.003734 0.003734 | 3.68 | 0.0 | 0.565181 | 0.0 | 0.3294 | 0.191805 | 0.0 | 0.0 | 0.0 | 0.0 | 0.312595 | 0.005503 | 0.000637 | 2.526345 2.526345 2.526345 | 0.544937 0.544937 0.544937 | nan | nan | 0.252586 | 22.023581 | 0.000637 |
| 2017-02-21 00:00:00 | -2.2 | 2.3 | 0.6 | 0.0 | 0.0 | 1.84 | 0.378 0.378 0.378 | 0.6588 | 1.618792 1.618792 1.618792 | 0.377995 0.377995 0.377995 | 0.0 0.0 0.0 | 1.618792 1.618792 1.618792 | 0.000888 0.000888 0.000888 | 0.000879 0.000879 0.000879 | 1.84 | 0.0 | 0.000879 | 0.0 | 0.6588 | 0.383611 | 0.0 | 0.0 | 0.0 | 0.0 | 0.219014 | 0.02176 | 0.002519 | 2.369558 2.369558 2.369558 | 2.16285 2.16285 2.16285 | nan | nan | 0.034451 | 32.84847 | 0.002519 |
| 2017-02-22 00:00:00 | -1.5 | 18.0 | 0.8 | 0.0 | 0.0 | 14.4 | 0.504 0.504 0.504 | 0.8784 | 13.564241 13.564241 13.564241 | 0.503997 0.503997 0.503997 | 1.69553 1.69553 1.69553 | 11.868711 11.868711 11.868711 | 0.009388 0.009388 0.009388 | 0.009388 0.009388 0.009388 | 14.4 | 0.0 | 1.704919 | 0.0 | 0.8784 | 0.511485 | 0.0 | 0.0 | 0.0 | 0.0 | 0.989471 | 0.061663 | 0.007137 | 2.70132 2.70132 2.70132 | 14.022173 14.022173 14.022173 | nan | nan | 0.749898 | 91.771019 | 0.007137 |
| 2017-02-23 00:00:00 | -3.0 | 19.2 | 0.5 | 0.0 | 0.0 | 15.36 | 0.315 0.315 0.315 | 0.549 | 14.931774 14.931774 14.931774 | 0.314999 0.314999 0.314999 | 0.0 0.0 0.0 | 14.931774 14.931774 14.931774 | 0.00006 0.00006 0.00006 | 0.00006 0.00006 0.00006 | 15.36 | 0.0 | 0.00006 | 0.0 | 0.549 | 0.319679 | 0.0 | 0.0 | 0.0 | 0.0 | 0.648952 | 0.172668 | 0.019985 | 2.814547 2.814547 2.814547 | 28.953887 28.953887 28.953887 | nan | nan | 0.101005 | 129.747281 | 0.019985 |
| 2017-02-24 00:00:00 | -5.0 | 0.4 | 0.8 | 0.0 | 0.0 | 0.32 | 0.504 0.504 0.504 | 0.8784 | 0.294814 0.294814 0.294814 | 0.503995 0.503995 0.503995 | 0.0 0.0 0.0 | 0.294814 0.294814 0.294814 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.32 | 0.0 | 0.0 | 0.0 | 0.8784 | 0.511484 | 0.0 | 0.0 | 0.0 | 0.0 | 0.085293 | 0.197859 | 0.0229 | 2.335738 2.335738 2.335738 | 29.248701 29.248701 29.248701 | nan | nan | 0.015712 | 123.475311 | 0.0229 |
| 2017-02-25 00:00:00 | -4.9 | 8.3 | 0.5 | 0.0 | 0.0 | 6.64 | 0.315 0.315 0.315 | 0.549 | 6.056957 6.056957 6.056957 | 0.314997 0.314997 0.314997 | 0.0 0.0 0.0 | 6.056957 6.056957 6.056957 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 6.64 | 0.0 | 0.0 | 0.0 | 0.549 | 0.319677 | 0.0 | 0.0 | 0.0 | 0.0 | 0.013676 | 0.186196 | 0.02155 | 2.603784 2.603784 2.603784 | 35.305657 35.305657 35.305657 | nan | nan | 0.002036 | 120.92665 | 0.02155 |
| 2017-02-26 00:00:00 | -0.9 | 5.3 | 0.4 | 0.0 | 0.0 | 4.24 | 0.252 0.252 0.252 | 0.4392 | 3.989852 3.989852 3.989852 | 0.251998 0.251998 0.251998 | 1.097209 1.097209 1.097209 | 2.892643 2.892643 2.892643 | 0.069591 0.069591 0.069591 | 0.069591 0.069591 0.069591 | 4.24 | 0.0 | 1.1668 | 0.0 | 0.4392 | 0.255742 | 0.0 | 0.0 | 0.0 | 0.0 | 0.663756 | 0.205341 | 0.023766 | 2.601934 2.601934 2.601934 | 38.128709 38.128709 38.128709 | nan | nan | 0.50508 | 146.984456 | 0.023766 |
| 2017-02-27 00:00:00 | 1.4 | 0.7 | 1.3 | 0.0 | 0.0 | 0.56 | 0.819 0.819 0.819 | 1.4274 | 0.404441 0.404441 0.404441 | 0.818961 0.818961 0.818961 | 0.343774 0.343774 0.343774 | 0.060666 0.060666 0.060666 | 7.013137 7.013137 7.013137 | 7.013137 7.013137 7.013137 | 0.56 | 0.0 | 7.356912 | 0.0 | 1.4274 | 0.83113 | 0.0 | 0.0 | 0.0 | 0.0 | 4.631053 | 0.49186 | 0.056928 | 1.938532 1.938532 1.938532 | 31.176238 31.176238 31.176238 | nan | nan | 3.230939 | 348.445657 | 0.056928 |
| 2017-02-28 00:00:00 | -3.4 | 2.7 | 0.9 | 0.0 | 0.0 | 2.16 | 0.567 0.567 0.567 | 0.9882 | 1.34089 1.34089 1.34089 | 0.566963 0.566963 0.566963 | 0.0 0.0 0.0 | 1.34089 1.34089 1.34089 | 0.000016 0.000016 0.000016 | 0.000016 0.000016 0.000016 | 2.16 | 0.0 | 0.000016 | 0.0 | 0.9882 | 0.575388 | 0.0 | 0.0 | 0.0 | 0.0 | 2.793519 | 1.150341 | 0.133141 | 2.190679 2.190679 2.190679 | 32.517112 32.517112 32.517112 | nan | nan | 0.437436 | 428.982847 | 0.133141 |
| 2017-03-01 00:00:00 | -4.3 | 1.6 | 0.7 | 0.0 | 0.0 | 1.28 | 0.441 0.441 0.441 | 0.7938 | 0.875908 0.875908 0.875908 | 0.440979 0.440979 0.440979 | 0.0 0.0 0.0 | 0.875908 0.875908 0.875908 | 0.000001 0.000001 0.000001 | 0.000001 0.000001 0.000001 | 1.28 | 0.0 | 0.000001 | 0.0 | 0.7938 | 0.448036 | 0.0 | 0.0 | 0.0 | 0.0 | 0.378436 | 1.15153 | 0.133279 | 2.153792 2.153792 2.153792 | 33.393019 33.393019 33.393019 | nan | nan | 0.059 | 390.435891 | 0.133279 |
| 2017-03-02 00:00:00 | -3.3 | 2.5 | 0.7 | 0.0 | 0.0 | 2.0 | 0.441 0.441 0.441 | 0.7938 | 1.460731 1.460731 1.460731 | 0.440983 0.440983 0.440983 | 0.0 0.0 0.0 | 1.460731 1.460731 1.460731 | 0.000022 0.000022 0.000022 | 0.000022 0.000022 0.000022 | 2.0 | 0.0 | 0.000022 | 0.0 | 0.7938 | 0.44804 | 0.0 | 0.0 | 0.0 | 0.0 | 0.049835 | 0.971353 | 0.112425 | 2.252077 2.252077 2.252077 | 34.853729 34.853729 34.853729 | nan | nan | 0.009187 | 345.516369 | 0.112425 |
| 2017-03-03 00:00:00 | -2.1 | 0.6 | 1.1 | 0.0 | 0.0 | 0.48 | 0.693 0.693 0.693 | 1.2474 | 0.242299 0.242299 0.242299 | 0.692918 0.692918 0.692918 | 0.0 0.0 0.0 | 0.242299 0.242299 0.242299 | 0.001244 0.001244 0.001244 | 0.001244 0.001244 0.001244 | 0.48 | 0.0 | 0.001244 | 0.0 | 1.2474 | 0.704008 | 0.0 | 0.0 | 0.0 | 0.0 | 0.006954 | 0.805985 | 0.093285 | 1.79686 1.79686 1.79686 | 35.094783 35.094783 35.094783 | nan | nan | 0.003477 | 304.79046 | 0.093285 |
| 2017-03-04 00:00:00 | -0.3 | 0.2 | 1.0 | 0.0 | 0.0 | 0.16 | 0.63 0.63 0.63 | 1.134 | 0.020512 0.020512 0.020512 | 0.629363 0.629363 0.629363 | 0.008717 0.008717 0.008717 | 0.011794 0.011794 0.011794 | 0.45975 0.45975 0.45975 | 0.45975 0.45975 0.45975 | 0.16 | 0.0 | 0.468467 | 0.0 | 1.134 | 0.639455 | 0.0 | 0.0 | 0.0 | 0.0 | 0.271901 | 0.686722 | 0.079482 | 1.306986 1.306986 1.306986 | 34.646828 34.646828 34.646828 | nan | nan | 0.200043 | 282.803486 | 0.079482 |
| 2017-03-05 00:00:00 | -1.7 | 1.7 | 0.8 | 0.0 | 0.0 | 1.36 | 0.504 0.504 0.504 | 0.9072 | 0.260975 0.260975 0.260975 | 0.503638 0.503638 0.503638 | 0.019573 0.019573 0.019573 | 0.241402 0.241402 0.241402 | 0.00479 0.00479 0.00479 | 0.00479 0.00479 0.00479 | 1.36 | 0.0 | 0.024363 | 0.0 | 0.9072 | 0.511709 | 0.0 | 0.0 | 0.0 | 0.0 | 0.184323 | 0.621006 | 0.071876 | 1.902373 1.902373 1.902373 | 34.883439 34.883439 34.883439 | nan | nan | 0.040083 | 261.237836 | 0.071876 |
| 2017-03-06 00:00:00 | -4.3 | 0.3 | 0.6 | 0.0 | 0.0 | 0.24 | 0.378 0.378 0.378 | 0.6804 | 0.068207 0.068207 0.068207 | 0.377898 0.377898 0.377898 | 0.0 0.0 0.0 | 0.068207 0.068207 0.068207 | 0.000001 0.000001 0.000001 | 0.000001 0.000001 0.000001 | 0.24 | 0.0 | 0.000001 | 0.0 | 0.6804 | 0.383948 | 0.0 | 0.0 | 0.0 | 0.0 | 0.033848 | 0.539065 | 0.062392 | 1.696269 1.696269 1.696269 | 34.951645 34.951645 34.951645 | nan | nan | 0.006235 | 235.502773 | 0.062392 |
| 2017-03-07 00:00:00 | -6.4 | 0.0 | 0.7 | 0.0 | 0.0 | 0.0 | 0.441 0.441 0.441 | 0.7938 | 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 | 0.7938 | 0.447476 | 0.0 | 0.0 | 0.0 | 0.0 | 0.008314 | 0.460003 | 0.053241 | 1.25586 1.25586 1.25586 | 34.951645 34.951645 34.951645 | nan | nan | -0.002078 | 212.116224 | 0.053241 |
| 2017-03-08 00:00:00 | -4.0 | 1.8 | 0.7 | 0.0 | 0.0 | 1.44 | 0.441 0.441 0.441 | 0.7938 | 0.301973 0.301973 0.301973 | 0.440654 0.440654 0.440654 | 0.0 0.0 0.0 | 0.301973 0.301973 0.301973 | 0.000002 0.000002 0.000002 | 0.000002 0.000002 0.000002 | 1.44 | 0.0 | 0.000002 | 0.0 | 0.7938 | 0.447717 | 0.0 | 0.0 | 0.0 | 0.0 | -0.001793 | 0.39616 | 0.045852 | 1.953233 1.953233 1.953233 | 35.253616 35.253616 35.253616 | nan | nan | -0.000284 | 192.866568 | 0.045852 |
| 2017-03-09 00:00:00 | -2.4 | 8.9 | 0.5 | 0.0 | 0.0 | 7.12 | 0.315 0.315 0.315 | 0.567 | 6.159253 6.159253 6.159253 | 0.314994 0.314994 0.314994 | 0.0 0.0 0.0 | 6.159253 6.159253 6.159253 | 0.000453 0.000453 0.000453 | 0.000453 0.000453 0.000453 | 7.12 | 0.0 | 0.000453 | 0.0 | 0.567 | 0.320034 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000011 | 0.35272 | 0.040824 | 2.598986 2.598986 2.598986 | 41.412416 41.412416 41.412416 | nan | nan | 0.000157 | 181.784116 | 0.040824 |
| 2017-03-10 00:00:00 | -2.2 | 0.0 | 0.8 | 0.0 | 0.0 | 0.0 | 0.504 0.504 0.504 | 0.9072 | 0.0 0.0 0.0 | 0.503987 0.503987 0.503987 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.000888 0.000888 0.000888 | 0.000888 0.000888 0.000888 | 0.0 | 0.0 | 0.000888 | 0.0 | 0.9072 | 0.512051 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000506 | 0.314282 | 0.036375 | 2.094999 2.094999 2.094999 | 41.411528 41.411528 41.411528 | nan | nan | 0.00054 | 165.187617 | 0.036375 |
| 2017-03-11 00:00:00 | -2.3 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.63 0.63 0.63 | 1.134 | 0.0 0.0 0.0 | 0.629751 0.629751 0.629751 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.000634 0.000634 0.000634 | 0.000634 0.000634 0.000634 | 0.0 | 0.0 | 0.000634 | 0.0 | 1.134 | 0.639836 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000931 | 0.272705 | 0.031563 | 1.465249 1.465249 1.465249 | 41.410894 41.410894 41.410894 | nan | nan | 0.000243 | 150.463971 | 0.031563 |
| 2017-03-12 00:00:00 | -3.4 | 0.0 | 1.2 | 0.0 | 0.0 | 0.0 | 0.756 0.756 0.756 | 1.3608 | 0.0 0.0 0.0 | 0.748148 0.748148 0.748148 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.000016 0.000016 0.000016 | 0.000016 0.000016 0.000016 | 0.0 | 0.0 | 0.000016 | 0.0 | 1.3608 | 0.760401 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000329 | 0.237333 | 0.027469 | 0.717101 0.717101 0.717101 | 41.410879 41.410879 41.410879 | nan | nan | -0.000071 | 137.25262 | 0.027469 |
| 2017-03-13 00:00:00 | -3.8 | 0.9 | 0.9 | 0.0 | 0.0 | 0.72 | 0.567 0.567 0.567 | 1.0206 | 0.002965 0.002965 0.002965 | 0.552718 0.552718 0.552718 | 0.0 0.0 0.0 | 0.002965 0.002965 0.002965 | 0.000004 0.000004 0.000004 | 0.000004 0.000004 0.000004 | 0.72 | 0.0 | 0.000004 | 0.0 | 1.0206 | 0.562076 | 0.0 | 0.0 | 0.0 | 0.0 | -0.000093 | 0.208385 | 0.024119 | 0.881418 0.881418 0.881418 | 41.41384 41.41384 41.41384 | nan | nan | 0.000026 | 126.528211 | 0.024119 |
| 2017-03-14 00:00:00 | -0.6 | 0.1 | 0.9 | 0.0 | 0.0 | 0.08 | 0.567 0.567 0.567 | 1.0206 | 0.000192 0.000192 0.000192 | 0.535229 0.535229 0.535229 | 0.000067 0.000067 0.000067 | 0.000125 0.000125 0.000125 | 0.184058 0.184058 0.184058 | 0.184058 0.184058 0.184058 | 0.08 | 0.0 | 0.184125 | 0.0 | 1.0206 | 0.544936 | 0.0 | 0.0 | 0.0 | 0.0 | 0.106415 | 0.188324 | 0.021797 | 0.425997 0.425997 0.425997 | 41.229907 41.229907 41.229907 | nan | nan | 0.077736 | 121.385715 | 0.021797 |
| 2017-03-15 00:00:00 | -1.7 | 0.0 | 1.2 | 0.0 | 0.0 | 0.0 | 0.756 0.756 0.756 | 1.3608 | 0.0 0.0 0.0 | 0.492029 0.492029 0.492029 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.00479 0.00479 0.00479 | 0.00479 0.00479 0.00479 | 0.0 | 0.0 | 0.00479 | 0.0 | 1.3608 | 0.509404 | 0.0 | 0.0 | 0.0 | 0.0 | 0.068412 | 0.177555 | 0.02055 | -0.066032 -0.066032 -0.066032 | 41.225117 41.225117 41.225117 | nan | nan | 0.014115 | 114.499349 | 0.02055 |
| 2017-03-16 00:00:00 | 0.7 | 0.0 | 1.4 | 0.0 | 0.0 | 0.0 | 0.882 0.882 0.882 | 1.5876 | 0.0 0.0 0.0 | 0.249425 0.249425 0.249425 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 3.633659 3.633659 3.633659 | 3.633659 3.633659 3.633659 | 0.0 | 0.0 | 3.633659 | 0.0 | 1.5876 | 0.276189 | 0.0 | 0.0 | 0.0 | 0.0 | 2.075009 | 0.24936 | 0.028861 | -0.315457 -0.315457 -0.315457 | 37.591458 37.591458 37.591458 | nan | nan | 1.572764 | 202.11922 | 0.028861 |
| 2017-03-17 00:00:00 | -1.6 | 3.9 | 1.1 | 0.0 | 0.0 | 3.12 | 0.693 0.693 0.693 | 1.2474 | 0.251138 0.251138 0.251138 | 0.602565 0.602565 0.602565 | 0.025114 0.025114 0.025114 | 0.226024 0.226024 0.226024 | 0.006707 0.006707 0.006707 | 0.006707 0.006707 0.006707 | 3.12 | 0.0 | 0.031821 | 0.0 | 1.2474 | 0.615461 | 0.0 | 0.0 | 0.0 | 0.0 | 1.369598 | 0.496609 | 0.057478 | 1.950841 1.950841 1.950841 | 37.810775 37.810775 37.810775 | nan | nan | 0.234987 | 246.271666 | 0.057478 |
| 2017-03-18 00:00:00 | -2.8 | 8.7 | 1.1 | 0.0 | 0.0 | 6.96 | 0.693 0.693 0.693 | 1.2474 | 5.752427 5.752427 5.752427 | 0.692984 0.692984 0.692984 | 0.0 0.0 0.0 | 5.752427 5.752427 5.752427 | 0.000117 0.000117 0.000117 | 0.000117 0.000117 0.000117 | 6.96 | 0.0 | 0.000117 | 0.0 | 1.2474 | 0.704072 | 0.0 | 0.0 | 0.0 | 0.0 | 0.20355 | 0.520082 | 0.060195 | 2.46543 2.46543 2.46543 | 43.563084 43.563084 43.563084 | nan | nan | 0.031555 | 235.954109 | 0.060195 |
| 2017-03-19 00:00:00 | -2.9 | 26.4 | 0.5 | 0.0 | 0.0 | 21.12 | 0.315 0.315 0.315 | 0.567 | 20.411176 20.411176 20.411176 | 0.314999 0.314999 0.314999 | 0.0 0.0 0.0 | 20.411176 20.411176 20.411176 | 0.000084 0.000084 0.000084 | 0.000084 0.000084 0.000084 | 21.12 | 0.0 | 0.000084 | 0.0 | 0.567 | 0.320039 | 0.0 | 0.0 | 0.0 | 0.0 | 0.027353 | 0.495111 | 0.057305 | 2.859255 2.859255 2.859255 | 63.974177 63.974177 63.974177 | nan | nan | 0.004285 | 233.091874 | 0.057305 |
| 2017-03-20 00:00:00 | 0.7 | 11.5 | 0.6 | 0.0 | 0.0 | 9.2 | 0.378 0.378 0.378 | 0.6804 | 8.951477 8.951477 8.951477 | 0.377999 0.377999 0.377999 | 6.042247 6.042247 6.042247 | 2.90923 2.90923 2.90923 | 3.633659 3.633659 3.633659 | 3.633659 3.633659 3.633659 | 9.2 | 0.0 | 9.675906 | 0.0 | 0.6804 | 0.384047 | 0.0 | 0.0 | 0.0 | 0.0 | 5.502898 | 0.817301 | 0.094595 | 2.72978 2.72978 2.72978 | 63.249748 63.249748 63.249748 | nan | nan | 4.177293 | 470.388437 | 0.094595 |
| 2017-03-21 00:00:00 | -1.8 | 0.9 | 1.5 | 0.0 | 0.0 | 0.72 | 0.945 0.945 0.945 | 1.701 | 0.548136 0.548136 0.548136 | 0.944963 0.944963 0.944963 | 0.027407 0.027407 0.027407 | 0.520729 0.520729 0.520729 | 0.00342 0.00342 0.00342 | 0.00342 0.00342 0.00342 | 0.72 | 0.0 | 0.030827 | 0.0 | 1.701 | 0.960084 | 0.0 | 0.0 | 0.0 | 0.0 | 3.630626 | 1.749968 | 0.202543 | 1.956681 1.956681 1.956681 | 63.767056 63.767056 63.767056 | nan | nan | 0.577494 | 559.809702 | 0.202543 |
| 2017-03-22 00:00:00 | -2.1 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.26 1.26 1.26 | 2.268 | 0.0 0.0 0.0 | 1.251526 1.251526 1.251526 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.001244 0.001244 0.001244 | 0.001244 0.001244 0.001244 | 0.0 | 0.0 | 0.001244 | 0.0 | 2.268 | 1.271856 | 0.0 | 0.0 | 0.0 | 0.0 | 0.500436 | 1.687171 | 0.195274 | 0.705154 0.705154 0.705154 | 63.765812 63.765812 63.765812 | nan | nan | 0.078302 | 497.704544 | 0.195274 |
| 2017-03-23 00:00:00 | -2.8 | 0.0 | 1.6 | 0.0 | 0.0 | 0.0 | 1.008 1.008 1.008 | 1.8144 | 0.0 0.0 0.0 | 0.74934 0.74934 0.74934 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.000117 0.000117 0.000117 | 0.000117 0.000117 0.000117 | 0.0 | 0.0 | 0.000117 | 0.0 | 1.8144 | 0.770641 | 0.0 | 0.0 | 0.0 | 0.0 | 0.06619 | 1.374635 | 0.159101 | -0.044186 -0.044186 -0.044186 | 63.765695 63.765695 63.765695 | nan | nan | 0.01223 | 430.401718 | 0.159101 |
| 2017-03-24 00:00:00 | -2.8 | 0.0 | 1.6 | 0.0 | 0.0 | 0.0 | 1.008 1.008 1.008 | 1.8144 | 0.0 0.0 0.0 | 0.286063 0.286063 0.286063 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.000117 0.000117 0.000117 | 0.000117 0.000117 0.000117 | 0.0 | 0.0 | 0.000117 | 0.0 | 1.8144 | 0.31663 | 0.0 | 0.0 | 0.0 | 0.0 | 0.008232 | 1.107468 | 0.128179 | -0.330248 -0.330248 -0.330248 | 63.765577 63.765577 63.765577 | nan | nan | 0.004116 | 373.617276 | 0.128179 |
| 2017-03-25 00:00:00 | -2.1 | 0.0 | 1.2 | 0.0 | 0.0 | 0.0 | 0.756 0.756 0.756 | 1.3608 | 0.0 0.0 0.0 | 0.109167 0.109167 0.109167 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.001244 0.001244 0.001244 | 0.001244 0.001244 0.001244 | 0.0 | 0.0 | 0.001244 | 0.0 | 1.3608 | 0.134199 | 0.0 | 0.0 | 0.0 | 0.0 | 0.005903 | 0.901366 | 0.104325 | -0.439415 -0.439415 -0.439415 | 63.764333 63.764333 63.764333 | nan | nan | -0.000542 | 327.477421 | 0.104325 |
| 2017-03-26 00:00:00 | -1.3 | 0.0 | 1.3 | 0.0 | 0.0 | 0.0 | 0.819 0.819 0.819 | 1.4742 | 0.0 0.0 0.0 | 0.080905 0.080905 0.080905 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.018374 0.018374 0.018374 | 0.018374 0.018374 0.018374 | 0.0 | 0.0 | 0.018374 | 0.0 | 1.4742 | 0.108771 | 0.0 | 0.0 | 0.0 | 0.0 | 0.011888 | 0.743612 | 0.086066 | -0.52032 -0.52032 -0.52032 | 63.745958 63.745958 63.745958 | nan | nan | 0.005944 | 289.405125 | 0.086066 |
| 2017-03-27 00:00:00 | -1.0 | 0.0 | 1.6 | 0.0 | 0.0 | 0.0 | 1.008 1.008 1.008 | 1.8144 | 0.0 0.0 0.0 | 0.072233 0.072233 0.072233 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.05 0.05 0.05 | 0.05 0.05 0.05 | 0.0 | 0.0 | 0.05 | 0.0 | 1.8144 | 0.107076 | 0.0 | 0.0 | 0.0 | 0.0 | 0.032214 | 0.622194 | 0.072013 | -0.592552 -0.592552 -0.592552 | 63.695958 63.695958 63.695958 | nan | nan | 0.02373 | 258.059532 | 0.072013 |
| 2017-03-28 00:00:00 | 0.3 | 0.0 | 1.9 | 0.0 | 0.0 | 0.0 | 1.197 1.197 1.197 | 2.1546 | 0.0 0.0 0.0 | 0.064013 0.064013 0.064013 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 1.95975 1.95975 1.95975 | 1.95975 1.95975 1.95975 | 0.0 | 0.0 | 1.95975 | 0.0 | 2.1546 | 0.105825 | 0.0 | 0.0 | 0.0 | 0.0 | 1.132357 | 0.590953 | 0.068397 | -0.656565 -0.656565 -0.656565 | 61.736209 61.736209 61.736209 | nan | nan | 0.851123 | 281.842756 | 0.068397 |
| 2017-03-29 00:00:00 | 1.0 | 1.5 | 0.8 | 0.0 | 0.0 | 1.2 | 0.504 0.504 0.504 | 0.9072 | 0.000144 0.000144 0.000144 | 0.204166 0.204166 0.204166 | 0.000108 0.000108 0.000108 | 0.000036 0.000036 0.000036 | 5.05 5.05 5.05 | 5.05 5.05 5.05 | 1.2 | 0.0 | 5.050108 | 0.0 | 0.9072 | 0.218227 | 0.0 | 0.0 | 0.0 | 0.0 | 3.602778 | 0.866616 | 0.100303 | 0.339124 0.339124 0.339124 | 56.686245 56.686245 56.686245 | nan | nan | 2.298453 | 415.340864 | 0.100303 |
| 2017-03-30 00:00:00 | 4.4 | 0.3 | 1.5 | 0.0 | 0.0 | 0.24 | 0.945 0.945 0.945 | 1.701 | 0.00005 0.00005 0.00005 | 0.601868 0.601868 0.601868 | 0.00005 0.00005 0.00005 | 0.0 0.0 0.0 | 22.000001 22.000001 22.000001 | 22.000001 22.000001 22.000001 | 0.24 | 0.0 | 22.000051 | 0.0 | 1.701 | 0.62385 | 0.0 | 0.0 | 0.0 | 0.0 | 14.476228 | 2.422961 | 0.280435 | -0.022794 -0.022794 -0.022794 | 34.686244 34.686244 34.686244 | nan | nan | 9.822275 | 1002.066976 | 0.280435 |
| 2017-03-31 00:00:00 | 7.0 | 0.2 | 2.7 | 0.0 | 0.0 | 0.16 | 1.701 1.701 1.701 | 3.0618 | 0.000007 0.000007 0.000007 | 0.470491 0.470491 0.470491 | 0.000007 0.000007 0.000007 | 0.0 0.0 0.0 | 35.0 35.0 35.0 | 34.731609 34.731609 34.731609 | 0.16 | 0.0 | 34.731616 | 0.0 | 3.0618 | 0.522317 | 0.0 | 0.0 | 0.0 | 0.0 | 28.356183 | 7.950003 | 0.920139 | -0.333291 -0.333291 -0.333291 | -0.045365 -0.045365 -0.045365 | nan | nan | 16.197708 | 1991.118031 | 0.920139 |
| 2017-04-01 00:00:00 | 3.8 | 4.5 | 1.5 | 0.0 | 0.0 | 3.6 | 0.945 0.945 0.945 | 1.728 | 0.413728 0.413728 0.413728 | 0.831573 0.831573 0.831573 | 0.413728 0.413728 0.413728 | 0.0 0.0 0.0 | 19.000004 19.000004 19.000004 | 0.919718 0.919718 0.919718 | 3.6 | 0.0 | 1.333446 | 0.0 | 1.728 | 0.849501 | 0.0 | 0.0 | 0.0 | 0.0 | 14.790422 | 13.481342 | 1.56034 | 2.021409 2.021409 2.021409 | -0.965084 -0.965084 -0.965084 | nan | nan | 2.740732 | 2043.653612 | 1.56034 |
| 2017-04-02 00:00:00 | 1.4 | 0.0 | 1.6 | 0.0 | 0.0 | 0.0 | 1.008 1.008 1.008 | 1.8432 | 0.0 0.0 0.0 | 1.005972 1.005972 1.005972 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 7.013137 7.013137 7.013137 | 0.069834 0.069834 0.069834 | 0.0 | 0.0 | 0.069834 | 0.0 | 1.8432 | 1.022717 | 0.0 | 0.0 | 0.0 | 0.0 | 2.410784 | 10.827169 | 1.253145 | 1.015436 1.015436 1.015436 | -1.034918 -1.034918 -1.034918 | nan | nan | 0.399782 | 1618.580384 | 1.253145 |
| 2017-04-03 00:00:00 | 0.1 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.26 1.26 1.26 | 2.304 | 0.0 0.0 0.0 | 1.029652 1.029652 1.029652 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 1.298601 1.298601 1.298601 | 0.010807 0.010807 0.010807 | 0.0 | 0.0 | 0.010807 | 0.0 | 2.304 | 1.055139 | 0.0 | 0.0 | 0.0 | 0.0 | 0.351386 | 7.464324 | 0.863926 | -0.014216 -0.014216 -0.014216 | -1.045725 -1.045725 -1.045725 | nan | nan | 0.059203 | 1260.278116 | 0.863926 |
| 2017-04-04 00:00:00 | -0.1 | 0.0 | 2.1 | 0.0 | 0.0 | 0.0 | 1.323 1.323 1.323 | 2.4192 | 0.0 0.0 0.0 | 0.35708 0.35708 0.35708 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.798601 0.798601 0.798601 | 0.006391 0.006391 0.006391 | 0.0 | 0.0 | 0.006391 | 0.0 | 2.4192 | 0.398323 | 0.0 | 0.0 | 0.0 | 0.0 | 0.053701 | 5.194291 | 0.601191 | -0.371296 -0.371296 -0.371296 | -1.052115 -1.052115 -1.052115 | nan | nan | 0.011893 | 1000.775704 | 0.601191 |
| 2017-04-05 00:00:00 | -0.5 | 0.4 | 1.7 | 0.0 | 0.0 | 0.32 | 1.071 1.071 1.071 | 1.9584 | 0.000008 0.000008 0.000008 | 0.210309 0.210309 0.210309 | 0.000003 0.000003 0.000003 | 0.000005 0.000005 0.000005 | 0.251908 0.251908 0.251908 | 0.001978 0.001978 0.001978 | 0.32 | 0.0 | 0.001981 | 0.0 | 1.9584 | 0.24527 | 0.0 | 0.0 | 0.0 | 0.0 | 0.009252 | 3.736082 | 0.432417 | -0.261613 -0.261613 -0.261613 | -1.054088 -1.054088 -1.054088 | nan | nan | 0.004622 | 812.78656 | 0.432417 |
| 2017-04-06 00:00:00 | -0.8 | 0.0 | 1.7 | 0.0 | 0.0 | 0.0 | 1.071 1.071 1.071 | 1.9584 | 0.0 0.0 0.0 | 0.175292 0.175292 0.175292 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 0.096611 0.096611 0.096611 | 0.000754 0.000754 0.000754 | 0.0 | 0.0 | 0.000754 | 0.0 | 1.9584 | 0.210954 | 0.0 | 0.0 | 0.0 | 0.0 | 0.003584 | 2.771673 | 0.320795 | -0.436905 -0.436905 -0.436905 | -1.054842 -1.054842 -1.054842 | nan | nan | 0.001792 | 672.420148 | 0.320795 |
| 2017-04-07 00:00:00 | 0.1 | 0.0 | 0.8 | 0.0 | 0.0 | 0.0 | 0.504 0.504 0.504 | 0.9216 | 0.0 0.0 0.0 | 0.053397 0.053397 0.053397 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 1.298601 1.298601 1.298601 | 0.009889 0.009889 0.009889 | 0.0 | 0.0 | 0.009889 | 0.0 | 0.9216 | 0.070761 | 0.0 | 0.0 | 0.0 | 0.0 | 0.007862 | 2.112451 | 0.244497 | -0.490302 -0.490302 -0.490302 | -1.064732 -1.064732 -1.064732 | nan | nan | 0.003819 | 566.261243 | 0.244497 |
| 2017-04-08 00:00:00 | 0.6 | 0.0 | 1.3 | 0.0 | 0.0 | 0.0 | 0.819 0.819 0.819 | 1.4976 | 0.0 0.0 0.0 | 0.067384 0.067384 0.067384 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 3.184058 3.184058 3.184058 | 0.022513 0.022513 0.022513 | 0.0 | 0.0 | 0.022513 | 0.0 | 1.4976 | 0.095989 | 0.0 | 0.0 | 0.0 | 0.0 | 0.017946 | 1.648182 | 0.190762 | -0.557687 -0.557687 -0.557687 | -1.087244 -1.087244 -1.087244 | nan | nan | 0.008385 | 483.233915 | 0.190762 |
| 2017-04-09 00:00:00 | 2.5 | 0.0 | 2.5 | 0.0 | 0.0 | 0.0 | 1.575 1.575 1.575 | 2.88 | 0.0 0.0 0.0 | 0.091899 0.091899 0.091899 | 0.0 0.0 0.0 | 0.0 0.0 0.0 | 12.500323 12.500323 12.500323 | 0.071094 0.071094 0.071094 | 0.0 | 0.0 | 0.071094 | 0.0 | 2.88 | 0.147661 | 0.0 | 0.0 | 0.0 | 0.0 | 0.049923 | 1.310392 | 0.151666 | -0.649586 -0.649586 -0.649586 | -1.158338 -1.158338 -1.158338 | nan | nan | 0.029557 | 417.280525 | 0.151666 |
Click to see the graph
>>> round_(model.check_waterbalance(conditions))
0.0
No land area¶
>>> nu(0)
>>> al(0.0)
>>> as_(10.0)
>>> test.reset_inits()
>>> conditions = sequences.conditions
>>> test("wland_v002_no_land_area",
... axis1=(fluxes.pc, fluxes.et, fluxes.rh),
... axis2=(states.hs,))
Click to see the table
| date | t | p | pet | fxg | fxs | pc | petl | pes | tf | ei | rf | sf | pm | am | ps | pv | pq | etv | es | et | fxs | fxg | cdg | fgs | fqs | rh | r | ic | sp | dv | dg | hq | hs | outlet |
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| 2017-02-10 00:00:00 | -10.8 | 0.0 | 0.6 | 0.0 | 0.0 | 0.0 | - | 0.6588 | - | - | - | - | - | - | 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 | - | - | nan | nan | 0.0 | -2.000067 | 0.0 |
| 2017-02-11 00:00:00 | -9.5 | 0.4 | 0.8 | 0.0 | 0.0 | 0.32 | - | 0.8784 | - | - | - | - | - | - | 0.32 | 0.0 | 0.0 | 0.0 | 0.00024 | 0.00024 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | - | - | nan | nan | 0.0 | -1.680307 | 0.0 |
| 2017-02-12 00:00:00 | -8.9 | 0.0 | 0.7 | 0.0 | 0.0 | 0.0 | - | 0.7686 | - | - | - | - | - | - | 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 | - | - | nan | nan | 0.0 | -1.680647 | 0.0 |
| 2017-02-13 00:00:00 | -9.6 | 0.0 | 0.4 | 0.0 | 0.0 | 0.0 | - | 0.4392 | - | - | - | - | - | - | 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 | - | - | nan | nan | 0.0 | -1.680841 | 0.0 |
| 2017-02-14 00:00:00 | -9.3 | 0.0 | 0.4 | 0.0 | 0.0 | 0.0 | - | 0.4392 | - | - | - | - | - | - | 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 | - | - | nan | nan | 0.0 | -1.681035 | 0.0 |
| 2017-02-15 00:00:00 | -6.3 | 0.0 | 0.4 | 0.0 | 0.0 | 0.0 | - | 0.4392 | - | - | - | - | - | - | 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 | - | - | nan | nan | 0.0 | -1.681229 | 0.0 |
| 2017-02-16 00:00:00 | -3.6 | 0.2 | 0.4 | 0.0 | 0.0 | 0.16 | - | 0.4392 | - | - | - | - | - | - | 0.16 | 0.0 | 0.0 | 0.0 | 0.000299 | 0.000299 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | - | - | nan | nan | 0.0 | -1.521528 | 0.0 |
| 2017-02-17 00:00:00 | -3.5 | 4.5 | 0.3 | 0.0 | 0.0 | 3.6 | - | 0.3294 | - | - | - | - | - | - | 3.6 | 0.0 | 0.0 | 0.0 | 0.188582 | 0.188582 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000088 | 0.00001 | - | - | nan | nan | 0.0 | 1.889802 | 0.00001 |
| 2017-02-18 00:00:00 | -4.6 | 0.0 | 0.3 | 0.0 | 0.0 | 0.0 | - | 0.3294 | - | - | - | - | - | - | 0.0 | 0.0 | 0.0 | 0.0 | 0.329245 | 0.329245 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000313 | 0.000036 | - | - | nan | nan | 0.0 | 1.560243 | 0.000036 |
| 2017-02-19 00:00:00 | -3.2 | 3.2 | 0.4 | 0.0 | 0.0 | 2.56 | - | 0.4392 | - | - | - | - | - | - | 2.56 | 0.0 | 0.0 | 0.0 | 0.439031 | 0.439031 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000621 | 0.000072 | - | - | nan | nan | 0.0 | 3.680592 | 0.000072 |
| 2017-02-20 00:00:00 | -1.3 | 4.6 | 0.3 | 0.0 | 0.0 | 3.68 | - | 0.3294 | - | - | - | - | - | - | 3.68 | 0.0 | 0.0 | 0.0 | 0.3294 | 0.3294 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00177 | 0.000205 | - | - | nan | nan | 0.0 | 7.029422 | 0.000205 |
| 2017-02-21 00:00:00 | -2.2 | 2.3 | 0.6 | 0.0 | 0.0 | 1.84 | - | 0.6588 | - | - | - | - | - | - | 1.84 | 0.0 | 0.0 | 0.0 | 0.6588 | 0.6588 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.002902 | 0.000336 | - | - | nan | nan | 0.0 | 8.20772 | 0.000336 |
| 2017-02-22 00:00:00 | -1.5 | 18.0 | 0.8 | 0.0 | 0.0 | 14.4 | - | 0.8784 | - | - | - | - | - | - | 14.4 | 0.0 | 0.0 | 0.0 | 0.8784 | 0.8784 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.008592 | 0.000994 | - | - | nan | nan | 0.0 | 21.720728 | 0.000994 |
| 2017-02-23 00:00:00 | -3.0 | 19.2 | 0.5 | 0.0 | 0.0 | 15.36 | - | 0.549 | - | - | - | - | - | - | 15.36 | 0.0 | 0.0 | 0.0 | 0.549 | 0.549 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.022164 | 0.002565 | - | - | nan | nan | 0.0 | 36.509564 | 0.002565 |
| 2017-02-24 00:00:00 | -5.0 | 0.4 | 0.8 | 0.0 | 0.0 | 0.32 | - | 0.8784 | - | - | - | - | - | - | 0.32 | 0.0 | 0.0 | 0.0 | 0.8784 | 0.8784 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.030012 | 0.003474 | - | - | nan | nan | 0.0 | 35.921151 | 0.003474 |
| 2017-02-25 00:00:00 | -4.9 | 8.3 | 0.5 | 0.0 | 0.0 | 6.64 | - | 0.549 | - | - | - | - | - | - | 6.64 | 0.0 | 0.0 | 0.0 | 0.549 | 0.549 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.033553 | 0.003883 | - | - | nan | nan | 0.0 | 41.978598 | 0.003883 |
| 2017-02-26 00:00:00 | -0.9 | 5.3 | 0.4 | 0.0 | 0.0 | 4.24 | - | 0.4392 | - | - | - | - | - | - | 4.24 | 0.0 | 0.0 | 0.0 | 0.4392 | 0.4392 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.040028 | 0.004633 | - | - | nan | nan | 0.0 | 45.739371 | 0.004633 |
| 2017-02-27 00:00:00 | 1.4 | 0.7 | 1.3 | 0.0 | 0.0 | 0.56 | - | 1.4274 | - | - | - | - | - | - | 0.56 | 0.0 | 0.0 | 0.0 | 1.4274 | 1.4274 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.041965 | 0.004857 | - | - | nan | nan | 0.0 | 44.830005 | 0.004857 |
| 2017-02-28 00:00:00 | -3.4 | 2.7 | 0.9 | 0.0 | 0.0 | 2.16 | - | 0.9882 | - | - | - | - | - | - | 2.16 | 0.0 | 0.0 | 0.0 | 0.9882 | 0.9882 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.042121 | 0.004875 | - | - | nan | nan | 0.0 | 45.959685 | 0.004875 |
| 2017-03-01 00:00:00 | -4.3 | 1.6 | 0.7 | 0.0 | 0.0 | 1.28 | - | 0.7938 | - | - | - | - | - | - | 1.28 | 0.0 | 0.0 | 0.0 | 0.7938 | 0.7938 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.043217 | 0.005002 | - | - | nan | nan | 0.0 | 46.402668 | 0.005002 |
| 2017-03-02 00:00:00 | -3.3 | 2.5 | 0.7 | 0.0 | 0.0 | 2.0 | - | 0.7938 | - | - | - | - | - | - | 2.0 | 0.0 | 0.0 | 0.0 | 0.7938 | 0.7938 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.044351 | 0.005133 | - | - | nan | nan | 0.0 | 47.564517 | 0.005133 |
| 2017-03-03 00:00:00 | -2.1 | 0.6 | 1.1 | 0.0 | 0.0 | 0.48 | - | 1.2474 | - | - | - | - | - | - | 0.48 | 0.0 | 0.0 | 0.0 | 1.2474 | 1.2474 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.044597 | 0.005162 | - | - | nan | nan | 0.0 | 46.75252 | 0.005162 |
| 2017-03-04 00:00:00 | -0.3 | 0.2 | 1.0 | 0.0 | 0.0 | 0.16 | - | 1.134 | - | - | - | - | - | - | 0.16 | 0.0 | 0.0 | 0.0 | 1.134 | 1.134 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.043306 | 0.005012 | - | - | nan | nan | 0.0 | 45.735214 | 0.005012 |
| 2017-03-05 00:00:00 | -1.7 | 1.7 | 0.8 | 0.0 | 0.0 | 1.36 | - | 0.9072 | - | - | - | - | - | - | 1.36 | 0.0 | 0.0 | 0.0 | 0.9072 | 0.9072 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.042879 | 0.004963 | - | - | nan | nan | 0.0 | 46.145135 | 0.004963 |
| 2017-03-06 00:00:00 | -4.3 | 0.3 | 0.6 | 0.0 | 0.0 | 0.24 | - | 0.6804 | - | - | - | - | - | - | 0.24 | 0.0 | 0.0 | 0.0 | 0.6804 | 0.6804 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.042828 | 0.004957 | - | - | nan | nan | 0.0 | 45.661907 | 0.004957 |
| 2017-03-07 00:00:00 | -6.4 | 0.0 | 0.7 | 0.0 | 0.0 | 0.0 | - | 0.7938 | - | - | - | - | - | - | 0.0 | 0.0 | 0.0 | 0.0 | 0.7938 | 0.7938 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.041909 | 0.004851 | - | - | nan | nan | 0.0 | 44.826198 | 0.004851 |
| 2017-03-08 00:00:00 | -4.0 | 1.8 | 0.7 | 0.0 | 0.0 | 1.44 | - | 0.7938 | - | - | - | - | - | - | 1.44 | 0.0 | 0.0 | 0.0 | 0.7938 | 0.7938 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.041748 | 0.004832 | - | - | nan | nan | 0.0 | 45.43065 | 0.004832 |
| 2017-03-09 00:00:00 | -2.4 | 8.9 | 0.5 | 0.0 | 0.0 | 7.12 | - | 0.567 | - | - | - | - | - | - | 7.12 | 0.0 | 0.0 | 0.0 | 0.567 | 0.567 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.046858 | 0.005423 | - | - | nan | nan | 0.0 | 51.936792 | 0.005423 |
| 2017-03-10 00:00:00 | -2.2 | 0.0 | 0.8 | 0.0 | 0.0 | 0.0 | - | 0.9072 | - | - | - | - | - | - | 0.0 | 0.0 | 0.0 | 0.0 | 0.9072 | 0.9072 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.050832 | 0.005883 | - | - | nan | nan | 0.0 | 50.978759 | 0.005883 |
| 2017-03-11 00:00:00 | -2.3 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | - | 1.134 | - | - | - | - | - | - | 0.0 | 0.0 | 0.0 | 0.0 | 1.134 | 1.134 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.049255 | 0.005701 | - | - | nan | nan | 0.0 | 49.795504 | 0.005701 |
| 2017-03-12 00:00:00 | -3.4 | 0.0 | 1.2 | 0.0 | 0.0 | 0.0 | - | 1.3608 | - | - | - | - | - | - | 0.0 | 0.0 | 0.0 | 0.0 | 1.3608 | 1.3608 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.047368 | 0.005482 | - | - | nan | nan | 0.0 | 48.387336 | 0.005482 |
| 2017-03-13 00:00:00 | -3.8 | 0.9 | 0.9 | 0.0 | 0.0 | 0.72 | - | 1.0206 | - | - | - | - | - | - | 0.72 | 0.0 | 0.0 | 0.0 | 1.0206 | 1.0206 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.046101 | 0.005336 | - | - | nan | nan | 0.0 | 48.040635 | 0.005336 |
| 2017-03-14 00:00:00 | -0.6 | 0.1 | 0.9 | 0.0 | 0.0 | 0.08 | - | 1.0206 | - | - | - | - | - | - | 0.08 | 0.0 | 0.0 | 0.0 | 1.0206 | 1.0206 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.04515 | 0.005226 | - | - | nan | nan | 0.0 | 47.054884 | 0.005226 |
| 2017-03-15 00:00:00 | -1.7 | 0.0 | 1.2 | 0.0 | 0.0 | 0.0 | - | 1.3608 | - | - | - | - | - | - | 0.0 | 0.0 | 0.0 | 0.0 | 1.3608 | 1.3608 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.043461 | 0.00503 | - | - | nan | nan | 0.0 | 45.650624 | 0.00503 |
| 2017-03-16 00:00:00 | 0.7 | 0.0 | 1.4 | 0.0 | 0.0 | 0.0 | - | 1.5876 | - | - | - | - | - | - | 0.0 | 0.0 | 0.0 | 0.0 | 1.5876 | 1.5876 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.041347 | 0.004786 | - | - | nan | nan | 0.0 | 44.021677 | 0.004786 |
| 2017-03-17 00:00:00 | -1.6 | 3.9 | 1.1 | 0.0 | 0.0 | 3.12 | - | 1.2474 | - | - | - | - | - | - | 3.12 | 0.0 | 0.0 | 0.0 | 1.2474 | 1.2474 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.04149 | 0.004802 | - | - | nan | nan | 0.0 | 45.852787 | 0.004802 |
| 2017-03-18 00:00:00 | -2.8 | 8.7 | 1.1 | 0.0 | 0.0 | 6.96 | - | 1.2474 | - | - | - | - | - | - | 6.96 | 0.0 | 0.0 | 0.0 | 1.2474 | 1.2474 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.046842 | 0.005422 | - | - | nan | nan | 0.0 | 51.518546 | 0.005422 |
| 2017-03-19 00:00:00 | -2.9 | 26.4 | 0.5 | 0.0 | 0.0 | 21.12 | - | 0.567 | - | - | - | - | - | - | 21.12 | 0.0 | 0.0 | 0.0 | 0.567 | 0.567 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.067073 | 0.007763 | - | - | nan | nan | 0.0 | 72.004472 | 0.007763 |
| 2017-03-20 00:00:00 | 0.7 | 11.5 | 0.6 | 0.0 | 0.0 | 9.2 | - | 0.6804 | - | - | - | - | - | - | 9.2 | 0.0 | 0.0 | 0.0 | 0.6804 | 0.6804 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.091743 | 0.010618 | - | - | nan | nan | 0.0 | 80.432329 | 0.010618 |
| 2017-03-21 00:00:00 | -1.8 | 0.9 | 1.5 | 0.0 | 0.0 | 0.72 | - | 1.701 | - | - | - | - | - | - | 0.72 | 0.0 | 0.0 | 0.0 | 1.701 | 1.701 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.098337 | 0.011382 | - | - | nan | nan | 0.0 | 79.352992 | 0.011382 |
| 2017-03-22 00:00:00 | -2.1 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | - | 2.268 | - | - | - | - | - | - | 0.0 | 0.0 | 0.0 | 0.0 | 2.268 | 2.268 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.095182 | 0.011016 | - | - | nan | nan | 0.0 | 76.98981 | 0.011016 |
| 2017-03-23 00:00:00 | -2.8 | 0.0 | 1.6 | 0.0 | 0.0 | 0.0 | - | 1.8144 | - | - | - | - | - | - | 0.0 | 0.0 | 0.0 | 0.0 | 1.8144 | 1.8144 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.091308 | 0.010568 | - | - | nan | nan | 0.0 | 75.084102 | 0.010568 |
| 2017-03-24 00:00:00 | -2.8 | 0.0 | 1.6 | 0.0 | 0.0 | 0.0 | - | 1.8144 | - | - | - | - | - | - | 0.0 | 0.0 | 0.0 | 0.0 | 1.8144 | 1.8144 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0879 | 0.010174 | - | - | nan | nan | 0.0 | 73.181802 | 0.010174 |
| 2017-03-25 00:00:00 | -2.1 | 0.0 | 1.2 | 0.0 | 0.0 | 0.0 | - | 1.3608 | - | - | - | - | - | - | 0.0 | 0.0 | 0.0 | 0.0 | 1.3608 | 1.3608 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.084938 | 0.009831 | - | - | nan | nan | 0.0 | 71.736064 | 0.009831 |
| 2017-03-26 00:00:00 | -1.3 | 0.0 | 1.3 | 0.0 | 0.0 | 0.0 | - | 1.4742 | - | - | - | - | - | - | 0.0 | 0.0 | 0.0 | 0.0 | 1.4742 | 1.4742 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.082313 | 0.009527 | - | - | nan | nan | 0.0 | 70.179552 | 0.009527 |
| 2017-03-27 00:00:00 | -1.0 | 0.0 | 1.6 | 0.0 | 0.0 | 0.0 | - | 1.8144 | - | - | - | - | - | - | 0.0 | 0.0 | 0.0 | 0.0 | 1.8144 | 1.8144 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.079331 | 0.009182 | - | - | nan | nan | 0.0 | 68.285821 | 0.009182 |
| 2017-03-28 00:00:00 | 0.3 | 0.0 | 1.9 | 0.0 | 0.0 | 0.0 | - | 2.1546 | - | - | - | - | - | - | 0.0 | 0.0 | 0.0 | 0.0 | 2.1546 | 2.1546 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.075815 | 0.008775 | - | - | nan | nan | 0.0 | 66.055405 | 0.008775 |
| 2017-03-29 00:00:00 | 1.0 | 1.5 | 0.8 | 0.0 | 0.0 | 1.2 | - | 0.9072 | - | - | - | - | - | - | 1.2 | 0.0 | 0.0 | 0.0 | 0.9072 | 0.9072 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.074113 | 0.008578 | - | - | nan | nan | 0.0 | 66.274092 | 0.008578 |
| 2017-03-30 00:00:00 | 4.4 | 0.3 | 1.5 | 0.0 | 0.0 | 0.24 | - | 1.701 | - | - | - | - | - | - | 0.24 | 0.0 | 0.0 | 0.0 | 1.701 | 1.701 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.073013 | 0.008451 | - | - | nan | nan | 0.0 | 64.740079 | 0.008451 |
| 2017-03-31 00:00:00 | 7.0 | 0.2 | 2.7 | 0.0 | 0.0 | 0.16 | - | 3.0618 | - | - | - | - | - | - | 0.16 | 0.0 | 0.0 | 0.0 | 3.0618 | 3.0618 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.06929 | 0.00802 | - | - | nan | nan | 0.0 | 61.76899 | 0.00802 |
| 2017-04-01 00:00:00 | 3.8 | 4.5 | 1.5 | 0.0 | 0.0 | 3.6 | - | 1.728 | - | - | - | - | - | - | 3.6 | 0.0 | 0.0 | 0.0 | 1.728 | 1.728 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.068327 | 0.007908 | - | - | nan | nan | 0.0 | 63.572662 | 0.007908 |
| 2017-04-02 00:00:00 | 1.4 | 0.0 | 1.6 | 0.0 | 0.0 | 0.0 | - | 1.8432 | - | - | - | - | - | - | 0.0 | 0.0 | 0.0 | 0.0 | 1.8432 | 1.8432 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.068237 | 0.007898 | - | - | nan | nan | 0.0 | 61.661225 | 0.007898 |
| 2017-04-03 00:00:00 | 0.1 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | - | 2.304 | - | - | - | - | - | - | 0.0 | 0.0 | 0.0 | 0.0 | 2.304 | 2.304 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.064772 | 0.007497 | - | - | nan | nan | 0.0 | 59.292453 | 0.007497 |
| 2017-04-04 00:00:00 | -0.1 | 0.0 | 2.1 | 0.0 | 0.0 | 0.0 | - | 2.4192 | - | - | - | - | - | - | 0.0 | 0.0 | 0.0 | 0.0 | 2.4192 | 2.4192 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.060918 | 0.007051 | - | - | nan | nan | 0.0 | 56.812335 | 0.007051 |
| 2017-04-05 00:00:00 | -0.5 | 0.4 | 1.7 | 0.0 | 0.0 | 0.32 | - | 1.9584 | - | - | - | - | - | - | 0.32 | 0.0 | 0.0 | 0.0 | 1.9584 | 1.9584 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.057657 | 0.006673 | - | - | nan | nan | 0.0 | 55.116278 | 0.006673 |
| 2017-04-06 00:00:00 | -0.8 | 0.0 | 1.7 | 0.0 | 0.0 | 0.0 | - | 1.9584 | - | - | - | - | - | - | 0.0 | 0.0 | 0.0 | 0.0 | 1.9584 | 1.9584 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.054817 | 0.006345 | - | - | nan | nan | 0.0 | 53.103062 | 0.006345 |
| 2017-04-07 00:00:00 | 0.1 | 0.0 | 0.8 | 0.0 | 0.0 | 0.0 | - | 0.9216 | - | - | - | - | - | - | 0.0 | 0.0 | 0.0 | 0.0 | 0.9216 | 0.9216 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.052558 | 0.006083 | - | - | nan | nan | 0.0 | 52.128904 | 0.006083 |
| 2017-04-08 00:00:00 | 0.6 | 0.0 | 1.3 | 0.0 | 0.0 | 0.0 | - | 1.4976 | - | - | - | - | - | - | 0.0 | 0.0 | 0.0 | 0.0 | 1.4976 | 1.4976 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.050682 | 0.005866 | - | - | nan | nan | 0.0 | 50.580622 | 0.005866 |
| 2017-04-09 00:00:00 | 2.5 | 0.0 | 2.5 | 0.0 | 0.0 | 0.0 | - | 2.88 | - | - | - | - | - | - | 0.0 | 0.0 | 0.0 | 0.0 | 2.88 | 2.88 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.047417 | 0.005488 | - | - | nan | nan | 0.0 | 47.653205 | 0.005488 |
Click to see the graph
>>> round_(model.check_waterbalance(conditions))
0.0
-
class
hydpy.models.wland_v002.
Model
[source]¶ Bases:
hydpy.core.modeltools.ELSModel
The HydPy-W-Land model.
- The following “inlet update methods” are called in the given sequence at the beginning of each simulation step:
Calc_FR_V1
Determine the fraction between rainfall and total precipitation.Calc_PM_V1
Calculate the potential snowmelt.
- 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_PETL_V1
Adjust the potential evapotranspiration of the land areas.Calc_PES_V1
Adapt the potential evaporation for the surface water area.Calc_TF_V1
Calculate the total amount of throughfall.Calc_EI_V1
Calculate the interception evaporation.Calc_RF_V1
Calculate the liquid amount of throughfall (rainfall).Calc_SF_V1
Calculate the frozen amount of throughfall (snowfall).Calc_AM_V1
Calculate the actual snowmelt.Calc_PS_V1
Calculate the precipitation entering the surface water reservoir.Calc_W_V1
Calculate the wetness index.Calc_PV_V1
Calculate the rainfall (and snowmelt) entering the vadose zone.Calc_PQ_V1
Calculate the rainfall (and snowmelt) entering the quickflow reservoir.Calc_Beta_V1
Calculate the evapotranspiration reduction factor.Calc_ETV_V1
Calculate the actual evapotranspiration from the vadose zone.Calc_ES_V1
Calculate the actual evaporation from the surface water reservoir.Calc_FQS_V1
Calculate the quickflow.Calc_FGS_V1
Calculate the groundwater drainage or surface water infiltration.Calc_RH_V1
Calculate the runoff height.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 change in the vadose zone’s storage deficit due to percolation, capillary rise, macropore-infiltration, seepage, groundwater drainage, 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_DV_V1
Update the storage deficit of the vadose zone.Update_DG_V1
Update the 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 “additional methods” might be called by one or more of the other methods or are meant to be directly called by the user:
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.
- 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.
-
check_waterbalance
(initial_conditions: Dict[str, Dict[str, ArrayFloat]]) → float[source]¶ Determine the water balance error of the previous simulation run in mm.
Method
check_waterbalance()
calculates the balance error as follows:\(\sum_{t=t0}^{t1} \big( PC_t + FXG_t + FXS_t - ET_t - RH_t \big) + ASR \cdot \big( HS_{t0} - HS_{t1}\big) + ALR \cdot \left( \big( HQ_{t0} - HQ_{t1} \big) - AGR \cdot \big( DV_{t0} - DV_{t1} \big) + \sum_{k=1}^{NU} AUR^k \cdot \big( IC_{t0}^k - IC_{t1}^k + SP_{t0}^k - SP_{t1}^k \big) \right)\)
The returned error should always be in scale with numerical precision so that it does not affect the simulation results in any relevant manner.
Pick the required initial conditions before starting the simulation run via property
conditions
. See the integration tests of the application modelwland_v001
for some examples.
-
numconsts
: hydpy.core.modeltools.NumConstsELS¶
-
numvars
: hydpy.core.modeltools.NumVarsELS¶
-
element
: Optional[‘devicetools.Element’]¶
-
cymodel
: Optional[typingtools.CyModelProtocol]¶
-
parameters
: parametertools.Parameters¶
-
sequences
: sequencetools.Sequences¶
-
masks
: masktools.Masks¶
-
class
hydpy.models.wland_v002.
AideSequences
(master: hydpy.core.sequencetools.Sequences, cls_fastaccess: Optional[Type[FastAccessType]] = None, cymodel: Optional[hydpy.core.typingtools.CyModelProtocol] = None)¶ Bases:
hydpy.core.sequencetools.ModelSequences
[AideSequence
,hydpy.core.variabletools.FastAccess
]Aide sequences of model wland_v002.
- The following classes are selected:
FR()
Fraction rainfall / total precipitation [-].W()
Wetness index [-].Beta()
Evapotranspiration reduction factor [-].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_v002.
ControlParameters
(master: hydpy.core.parametertools.Parameters, cls_fastaccess: Optional[Type[hydpy.core.parametertools.FastAccessParameter]] = None, cymodel: Optional[hydpy.core.typingtools.CyModelProtocol] = None)¶ Bases:
hydpy.core.variabletools.SubVariables
[hydpy.core.parametertools.Parameters
,Parameter
,hydpy.core.parametertools.FastAccessParameter
]Control parameters of model wland_v002.
- The following classes are selected:
AL()
Land area [km²].AS_()
Surface water area [km²].NU()
Number of hydrological response units [-].LT()
Landuse type [-].AUR()
Relative area of each hydrological response unit [-].CP()
Factor for correcting precipitation [-].CPET()
Factor for correcting potential evapotranspiration [-].CPETL()
Factor for converting general potential evapotranspiration (usually grass reference evapotranspiration) to land-use specific potential evapotranspiration [-].CPES()
Factor for converting general potential evapotranspiration (usually grass reference evapotranspiration) to potential evaporation from water areas [-].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].CW()
Wetness index parameter [mm].CV()
Vadose zone relaxation time constant [T].CG()
Groundwater reservoir constant [mm T].CGF()
Groundwater reservoir flood factor [1/mm].CQ()
Quickflow reservoir relaxation time [T].CD()
Channel depth [mm].CS()
Surface water parameter for bankfull discharge [mm/T].HSMin()
Surface water level where and below which discharge is zero [mm].XS()
Stage-discharge relation exponent [-].B()
Pore size distribution parameter [-].PsiAE()
Air entry pressure [mm].ThetaS()
Soil moisture content at saturation [-].ThetaR()
Residual soil moisture deficit at tension saturation [-].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_v002.
DerivedParameters
(master: hydpy.core.parametertools.Parameters, cls_fastaccess: Optional[Type[hydpy.core.parametertools.FastAccessParameter]] = None, cymodel: Optional[hydpy.core.typingtools.CyModelProtocol] = None)¶ Bases:
hydpy.core.variabletools.SubVariables
[hydpy.core.parametertools.Parameters
,Parameter
,hydpy.core.parametertools.FastAccessParameter
]Derived parameters of model wland_v002.
- The following classes are selected:
MOY()
References the “global” month of the year index array [-].NUG()
Number of groundwater affected hydrological response units [-].AT()
Total area [km²].ALR()
Relative land area [-].ASR()
Relative surface water area fraction [-].AGR()
Relative groundwater area [-].QF()
Factor for converting mm/T to m³/s [T m³ / mm s].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_v002.
FixedParameters
(master: hydpy.core.parametertools.Parameters, cls_fastaccess: Optional[Type[hydpy.core.parametertools.FastAccessParameter]] = None, cymodel: Optional[hydpy.core.typingtools.CyModelProtocol] = None)¶ Bases:
hydpy.core.variabletools.SubVariables
[hydpy.core.parametertools.Parameters
,Parameter
,hydpy.core.parametertools.FastAccessParameter
]Fixed parameters of model wland_v002.
- The following classes are selected:
Pi()
π [-].
-
class
hydpy.models.wland_v002.
FluxSequences
(master: hydpy.core.sequencetools.Sequences, cls_fastaccess: Optional[Type[FastAccessType]] = None, cymodel: Optional[hydpy.core.typingtools.CyModelProtocol] = None)¶ Bases:
hydpy.core.sequencetools.OutputSequences
[FluxSequence
]Flux sequences of model wland_v002.
- The following classes are selected:
PC()
Corrected precipitation [mm/T].PETL()
Adjusted potential evapotranspiration of the land areas [mm/T].PES()
Adjusted potential evaporation of the surface water area [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 entering the surface water reservoir [mm/T].PV()
Rainfall (and snowmelt) entering the vadose zone [mm/T].PQ()
Rainfall (and snowmelt) entering the quickflow reservoir [mm/T].ETV()
Actual evapotranspiration from the vadose zone [mm/T].ES()
Actual evaporation from the surface water [mm/T].ET()
Total actual evapotranspiration [mm/T].FXS()
Surface water supply/extraction (normalised toAS_
) [mm/T].CDG()
Change in the groundwater depth due to percolation and capillary rise [mm/T].FGS()
Groundwater drainage/surface water infiltration [mm/T].FQS()
Quickflow [mm/T].RH()
Runoff height [mm/T].R()
Runoff [m³/s].
-
vars
: GroupType¶
-
class
hydpy.models.wland_v002.
InputSequences
(master: hydpy.core.sequencetools.Sequences, cls_fastaccess: Optional[Type[FastAccessType]] = None, cymodel: Optional[hydpy.core.typingtools.CyModelProtocol] = None)¶ Bases:
hydpy.core.sequencetools.ModelIOSequences
[InputSequence
,hydpy.core.sequencetools.FastAccessInputSequence
]Input sequences of model wland_v002.
- The following classes are selected:
-
vars
: GroupType¶
-
class
hydpy.models.wland_v002.
OutletSequences
(master: hydpy.core.sequencetools.Sequences, cls_fastaccess: Optional[Type[FastAccessType]] = None, cymodel: Optional[hydpy.core.typingtools.CyModelProtocol] = None)¶ Bases:
hydpy.core.sequencetools.LinkSequences
[OutletSequence
]Outlet sequences of model wland_v002.
- The following classes are selected:
Q()
Discharge [m³/s].
-
class
hydpy.models.wland_v002.
SolverParameters
(master: hydpy.core.parametertools.Parameters, cls_fastaccess: Optional[Type[hydpy.core.parametertools.FastAccessParameter]] = None, cymodel: Optional[hydpy.core.typingtools.CyModelProtocol] = None)¶ Bases:
hydpy.core.variabletools.SubVariables
[hydpy.core.parametertools.Parameters
,Parameter
,hydpy.core.parametertools.FastAccessParameter
]Solver parameters of model wland_v002.
- 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_v002.
StateSequences
(master: hydpy.core.sequencetools.Sequences, cls_fastaccess: Optional[Type[FastAccessType]] = None, cymodel: Optional[hydpy.core.typingtools.CyModelProtocol] = None)¶ Bases:
hydpy.core.sequencetools.OutputSequences
[StateSequence
]State sequences of model wland_v002.