# -*- coding: utf-8 -*-
# pylint: disable=line-too-long, wildcard-import, unused-wildcard-import
"""
.. _`Williams (1969)`: \
https://elibrary.asabe.org/abstract.asp?aid=38772&confalias=
.. _`LARSIM`: http://www.larsim.de/en/the-model/
.. _`Todini (2007)`: https://www.hydrol-earth-syst-sci.net/11/1645/2007
Version 1 of *HydPy-L-Stream* is a kinematic wave routing approach.
Initially, we designed it to agree with the variable storage-coefficient
procedure `Williams (1969)`_. After recognising some accuracy and stability
issues, we reimplemented it in a more hydrodynamical fashion. It is now
similar to the "DV/DQ FUER WILLIAMS" option of `LARSIM`_, which is also a
more hydrodynamical version of the pure "WILLIAMS" option.
While `Williams (1969)`_ uses precalculated tabulated data, both `LARSIM`_
and *HydPy* calculate the discharge dynamically based on the actualchannel
storage or water stage. For this purpose, they apply the
Gauckler-Manning-Strickler equation on a triple trapezoid profile of the
following structure:
.. image:: HydPy-L-Stream_Version-1.png
A running |lstream_v001| model consists of a several equally long
channel-subsections, which one can understand as an array of nonlinear
storages. This nonlinearity is computationally more demanding than using
linear approaches (for example, the linear storage cascade, see |arma_v1|
and |LinearStorageCascade|). Still, it allows to model changes in velocity
due to rising or falling water stages more easily.
|lstream_v001| is not a fully dynamical 1D-approach considering all energy
terms of the Saint-Venant equation. Instead, as all kinematic approaches,
it takes only the local water stage into account explicitly and ignores
changes in depth or velocity over the channel length. Hence, do not use
|lstream_v001| when you expect substantial backwater effects or other
hydraulic complications.
While |lstream_v001| is kinematic, it still allows for diffusion (or
attenuation) of flood waves. You can control the strength of diffusivity
via parameter |GTS|, which determines the number of channel-subsections.
The more subsections, the smaller the numerical diffusivity: peak flows
decrease less over the complete channel length. Contrary, when you set
|GTS| to one, you get the highest possible flood attenuation. You can
use method |Model.calculate_characteristiclength| to gain reasonable
estimates for |GTS|.
Please note that a high number of channel-subsections does not only result
in high peak-flows but often also in high computation times. This
unfavourable aspect is due to increased stiffness, which the explicit
integration method implemented in |ELSModel| cannot handle very efficiently.
Usually, |ELSModel| still returns good results (more correctly: results
meeting the acceptable numerical tolerance), but it may need to decrease
the internal numerical integration step size considerably.
The default values of the numerical tolerance parameters (|AbsErrorMax| and
|RelErrorMax|) should work well for most situations. However, you are
always free to modify them to either gain more computational speed or
numerical accuracy.
One implementation detail of |lstream_v001| stems from the fact that the
triple trapezoid profile depicted above introduces discontinuities into the
relationships between water stage and some other variables. Generally,
discontinuities decrease the speed and reliability of numerical integration
algorithms. As a solution, we "smooth" the affected relationships or, put
more concretely, we apply the function |smooth_logistic2| to calculate
different modified water stages for the locations around the individual
discontinuities.
On the downside, this approach introduces one more control parameter that is
not too easy to understand: |HR|. The higher the value of |HR|, the smoother
the affected relationships. Hence, high |HR| values are beneficial for numerical
reasons, but at some point, they caninfluence the calculated results notably.
In our experience, 0.1 m serves as a good compromise value in most cases.
Integration tests
=================
.. how_to_understand_integration_tests::
.. _lstream_v001_main_channel_flow:
main channel flow
_________________
For our first test, we take up one of the examples given by
`Todini (2007)`_, focussing on the routing of a unimodal flood wave
through a 100 km long channel exhibiting the trapezoidal cross-section
shown in figure 5.
>>> from hydpy.models.lstream_v001 import *
>>> parameterstep("1d")
The simulation period spans 96 hours; the simulation step is 30 minutes:
>>> from hydpy import pub, Nodes, Element
>>> pub.timegrids = "2000-01-01", "2000-01-05", "30m"
For testing purposes, the model retrieves its input data from two nodes
(`input1` and `input2`) and passes its output to node `output`. First,
we define these nodes:
>>> nodes = Nodes("input1", "input2", "output")
Second, we define the element `stream` and build the connections between
the prepared nodes and the |lstream_v001| model instance:
>>> stream = Element("stream",
... inlets=["input1", "input2"],
... outlets="output")
>>> stream.model = model
Next, we prepare a test function object which sets the intial stage
to 3.71783276 m, which results in an initial outflow of 100 m³/s:
>>> from hydpy.core.testtools import IntegrationTest
>>> IntegrationTest.plotting_options.activated = fluxes.qz, fluxes.qa
>>> test = IntegrationTest(stream, inits=[[states.h, 3.71783276]])
Now we define the geometry and roughness values for the main channel
given by `Todini (2007)`_:
>>> laen(100.0)
>>> gef(0.00025)
>>> bm(15.0)
>>> bnm(5.0)
>>> skm(1.0/0.035)
To enforce that all water flows through the main channel only, we set
its height to infinity:
>>> hm(inf)
Hence, the following values, describing the forelands and outer
embankments, are irrelevant in this first example:
>>> bv(100.0)
>>> bbv(20.0)
>>> bnv(10.0)
>>> bnvr(100.0)
>>> skv(10.0)
>>> ekm(1.0)
>>> ekv(1.0)
The same holds for the value of parameter |HR|, which, for example, defines
the degree of smoothness of the differential equations as soon as water
leaves the main channel:
>>> hr(0.1)
`Todini (2007)`_ divides the channel into different numbers of subsections
in his experiments. Here, we define eight subsections, which is in
agreement with the characteristic length of the Kalinin-Milyukov method:
>>> gts(8)
As we do not change the default solver parameter values, the accuracy of
the following results should be driven by the relative error estimates,
which must be lower than the tolerance defined by parameter |RelErrorMax|:
>>> parameters.update()
>>> solver.relerrormax
relerrormax(0.001)
Node `input1` supplies constant base flow and node `input2` supplies
the actual flood wave. The peak occurs after 24 hours and with a
(total) height of 900 m³/s:
>>> import numpy
>>> q_base = 100.0
>>> q_peak = 900.0
>>> t_peak = 24.0
>>> β = 16.0
>>> ts = pub.timegrids.init.to_timepoints()
>>> nodes.input1.sequences.sim.series = q_base
>>> nodes.input2.sequences.sim.series = (
... (q_peak-q_base)*((ts/t_peak)*numpy.exp(1.0-ts/t_peak))**β)
The following table and figure show all relevant input and output data
as well as all relevant variables calculated internally. |QG| shows
the typical storage cascade pattern with translation and retention
increasing from subsection to subsection. |lstream_v001| keeps the water
balance with high accuracy. The height and timing of the calculated peak flow
agree very well with the results of `Todini (2007)`_ (see figure 13):
.. integration-test::
>>> test("lstream_v001_main_channel_flow")
| date | qz | qg | qa | dh | h | input1 | input2 | output |
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| 2000-01-01 00:00:00 | 100.0 | 100.0 100.0 100.0 100.0 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.0 | 100.0 |
| 2000-01-01 00:30:00 | 100.0 | 100.0 100.0 100.0 100.0 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.0 | 100.0 |
| 2000-01-01 01:00:00 | 100.0 | 100.0 100.0 100.0 100.0 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.0 | 100.0 |
| 2000-01-01 01:30:00 | 100.0 | 100.0 100.0 100.0 100.0 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.0 | 100.0 |
| 2000-01-01 02:00:00 | 100.0 | 100.0 100.0 100.0 100.0 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.0 | 100.0 |
| 2000-01-01 02:30:00 | 100.0 | 100.0 100.0 100.0 100.0 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.0 | 100.0 |
| 2000-01-01 03:00:00 | 100.000003 | 100.0 100.0 100.0 100.0 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.000003 | 100.0 |
| 2000-01-01 03:30:00 | 100.000029 | 100.000003 100.0 100.0 100.0 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.000029 | 100.0 |
| 2000-01-01 04:00:00 | 100.000175 | 100.000017 100.000001 100.0 100.0 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.000175 | 100.0 |
| 2000-01-01 04:30:00 | 100.000826 | 100.000089 100.000008 100.0 100.0 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717835 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.000826 | 100.0 |
| 2000-01-01 05:00:00 | 100.003194 | 100.000372 100.000037 100.000003 100.0 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717843 3.717834 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.003194 | 100.0 |
| 2000-01-01 05:30:00 | 100.010515 | 100.001326 100.000144 100.000014 100.000001 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717868 3.717837 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.010515 | 100.0 |
| 2000-01-01 06:00:00 | 100.030315 | 100.004133 100.000492 100.000054 100.000006 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717941 3.717847 3.717834 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.030315 | 100.0 |
| 2000-01-01 06:30:00 | 100.078179 | 100.011493 100.001492 100.00018 100.00002 100.000002 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.718125 3.717875 3.717838 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.078179 | 100.0 |
| 2000-01-01 07:00:00 | 100.183351 | 100.028995 100.004079 100.000535 100.000066 100.000007 100.000001 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.718551 3.717944 3.717848 3.717835 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.183351 | 100.0 |
| 2000-01-01 07:30:00 | 100.396214 | 100.067234 100.010209 100.001444 100.000192 100.000024 100.000003 100.0 100.0 | 100.0 | 0.000001 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.719458 3.718101 3.717872 3.717838 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.396214 | 100.0 |
| 2000-01-01 08:00:00 | 100.797305 | 100.144828 100.023644 100.003593 100.000512 100.000069 100.000009 100.000001 100.0 | 100.0 | 0.000001 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.721258 3.718435 3.717927 3.717847 3.717835 3.717833 3.717833 3.717833 | 100.0 | 0.797305 | 100.0 |
| 2000-01-01 08:30:00 | 101.507032 | 100.292378 100.051143 100.00832 100.001268 100.000182 100.000024 100.000003 100.0 | 100.0 | 0.000002 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.724607 3.719101 3.718046 3.717866 3.717838 3.717833 3.717833 3.717833 | 100.0 | 1.507032 | 100.0 |
| 2000-01-01 09:00:00 | 102.694853 | 100.557256 100.10411 100.018071 100.002935 100.000448 100.000064 100.000009 100.000001 | 100.000001 | 0.000003 0.000001 0.0 0.0 0.0 0.0 0.0 0.0 | 3.730495 3.720351 3.718283 3.717908 3.717845 3.717835 3.717833 3.717833 | 100.0 | 2.694853 | 100.000001 |
| 2000-01-01 09:30:00 | 104.586356 | 101.008966 100.200763 100.037071 100.006398 100.001037 100.000159 100.000023 100.000003 | 100.000003 | 0.000005 0.000001 0.0 0.0 0.0 0.0 0.0 0.0 | 3.740335 3.72258 3.718735 3.717993 3.717859 3.717837 3.717833 3.717833 | 100.0 | 4.586356 | 100.000003 |
| 2000-01-01 10:00:00 | 107.466641 | 101.744688 100.368788 100.072246 100.013214 100.002269 100.000367 100.000056 100.000008 | 100.000008 | 0.000009 0.000002 0.0 0.0 0.0 0.0 0.0 0.0 | 3.756035 3.726372 3.719553 3.718155 3.71789 3.717842 3.717834 3.717833 | 100.0 | 7.466641 | 100.000008 |
| 2000-01-01 10:30:00 | 111.678559 | 102.894484 100.648428 100.134433 100.025995 100.004715 100.000805 100.00013 100.00002 | 100.00002 | 0.000013 0.000003 0.000001 0.0 0.0 0.0 0.0 0.0 | 3.780046 3.732557 3.720971 3.718455 3.717948 3.717853 3.717836 3.717833 | 100.0 | 11.678559 | 100.00002 |
| 2000-01-01 11:00:00 | 117.614836 | 104.625672 101.095905 100.239895 100.048929 100.009353 100.001683 100.000286 100.000046 | 100.000046 | 0.00002 0.000005 0.000001 0.0 0.0 0.0 0.0 0.0 | 3.815353 3.742262 3.723331 3.718982 3.718057 3.717874 3.71784 3.717834 | 100.0 | 17.614836 | 100.000046 |
| 2000-01-01 11:30:00 | 125.703736 | 107.145873 101.786998 100.412139 100.088474 100.017786 100.003365 100.000601 100.000102 | 100.000102 | 0.000028 0.000008 0.000002 0.0 0.0 0.0 0.0 0.0 | 3.865393 3.756962 3.72712 3.719875 3.718253 3.717914 3.717848 3.717835 | 100.0 | 25.703736 | 100.000102 |
| 2000-01-01 12:00:00 | 136.388647 | 110.704308 102.82069 100.683991 100.154245 100.032544 100.006459 100.00121 100.000215 | 100.000215 | 0.000038 0.000012 0.000003 0.000001 0.0 0.0 0.0 0.0 | 3.933889 3.778513 3.733003 3.721336 3.718588 3.717986 3.717862 3.717838 | 100.0 | 36.388647 | 100.000215 |
| 2000-01-01 12:30:00 | 150.102726 | 115.590949 104.322601 101.100048 100.260049 100.057487 100.011946 100.002343 100.000435 | 100.000435 | 0.00005 0.000017 0.000005 0.000001 0.0 0.0 0.0 0.0 | 4.024589 3.809164 3.741863 3.723652 3.719147 3.718112 3.717889 3.717843 | 100.0 | 50.102726 | 100.000435 |
| 2000-01-01 13:00:00 | 167.240349 | 122.132947 106.448326 101.71915 100.425246 100.098313 100.021356 100.004377 100.00085 | 100.00085 | 0.000065 0.000024 0.000007 0.000002 0.000001 0.0 0.0 0.0 | 4.140938 3.851536 3.754839 3.727218 3.720049 3.718324 3.717935 3.717853 | 100.0 | 67.240349 | 100.00085 |
| 2000-01-01 13:30:00 | 188.127569 | 130.687737 109.386166 102.617261 100.676215 100.163208 100.036998 100.007911 100.001601 | 100.001601 | 0.00008 0.000032 0.00001 0.000003 0.000001 0.0 0.0 0.0 | 4.285711 3.908551 3.773355 3.732562 3.721464 3.718672 3.718016 3.71787 | 100.0 | 88.127569 | 100.001601 |
| 2000-01-01 14:00:00 | 212.993962 | 141.631926 113.359162 103.890442 101.048112 100.263642 100.06227 100.013869 100.002924 | 100.002924 | 0.000097 0.000042 0.000014 0.000004 0.000001 0.0 0.0 0.0 | 4.460677 3.983309 3.799148 3.740378 3.723627 3.719228 3.718149 3.717901 | 100.0 | 112.993962 | 100.002924 |
| 2000-01-01 14:30:00 | 241.948195 | 155.345173 118.62584 105.657958 101.586862 100.415315 100.102044 100.023639 100.005182 | 100.005182 | 0.000114 0.000053 0.00002 0.000006 0.000002 0.0 0.0 0.0 | 4.666348 4.078907 3.834271 3.751553 3.726856 3.720092 3.718366 3.717952 | 100.0 | 141.948195 | 100.005182 |
| 2000-01-01 15:00:00 | 274.95935 | 172.188724 125.478902 108.065412 102.351411 100.639301 100.163151 100.039254 100.008935 | 100.008935 | 0.000131 0.000066 0.000026 0.000009 0.000003 0.000001 0.0 0.0 | 4.901846 4.198196 3.881074 3.767198 3.731571 3.721405 3.718708 3.718035 | 100.0 | 174.95935 | 100.008935 |
| 2000-01-01 15:30:00 | 311.845554 | 192.479103 134.240813 111.287675 103.416239 100.96338 100.25498 100.063624 100.01502 | 100.01502 | 0.000146 0.000081 0.000034 0.000012 0.000004 0.000001 0.0 0.0 | 5.164937 4.343518 3.942151 3.788674 3.738318 3.723359 3.719235 3.718169 | 100.0 | 211.845554 | 100.01502 |
| 2000-01-01 16:00:00 | 352.270855 | 216.458641 145.255127 115.531232 104.874124 101.423603 100.390198 100.100837 100.024655 | 100.024655 | 0.00016 0.000096 0.000043 0.000016 0.000005 0.000002 0.0 0.0 | 5.452178 4.516424 4.020241 3.817612 3.747795 3.726207 3.720034 3.71838 | 100.0 | 252.270855 | 100.024655 |
| 2000-01-01 16:30:00 | 395.750601 | 244.26564 158.872491 121.035351 106.839104 102.066103 100.585624 100.156526 100.039587 | 100.039587 | 0.000171 0.000112 0.000054 0.000021 0.000007 0.000002 0.000001 0.0 | 5.75917 4.71745 4.118075 3.855917 3.760875 3.730285 3.721217 3.718702 | 100.0 | 295.750601 | 100.039587 |
| 2000-01-01 17:00:00 | 441.664962 | 275.907668 175.430781 128.071216 109.449491 102.949179 100.863271 100.238324 100.06227 | 100.06227 | 0.000179 0.000127 0.000067 0.000028 0.00001 0.000003 0.000001 0.0 | 6.080855 4.945961 4.238181 3.905752 3.778638 3.736024 3.722941 3.719188 | 100.0 | 341.664962 | 100.06227 |
| 2000-01-01 17:30:00 | 489.279607 | 311.241523 195.229714 136.937985 112.870689 104.145642 101.25158 100.356425 100.096093 | 100.096093 | 0.000184 0.000141 0.00008 0.000035 0.000013 0.000004 0.000001 0.0 | 6.411818 5.200116 4.382646 3.969487 3.802386 3.743977 3.725408 3.719906 | 100.0 | 389.279607 | 100.096093 |
| 2000-01-01 18:00:00 | 537.77215 | 349.96279 218.501512 147.95463 117.297407 105.745422 101.786877 100.524262 100.145666 | 100.145666 | 0.000186 0.000154 0.000095 0.000045 0.000017 0.000006 0.000002 0.000001 | 6.746561 5.476936 4.552874 4.049614 3.833666 3.754836 3.728886 3.720951 | 100.0 | 437.77215 | 100.145666 |
| 2000-01-01 18:30:00 | 586.262607 | 391.606697 245.380362 161.446551 122.954655 107.858336 102.515068 100.759321 100.217175 | 100.217175 | 0.000185 0.000164 0.000109 0.000055 0.000023 0.000008 0.000003 0.000001 | 7.079736 5.772479 4.749366 4.148609 3.874269 3.769458 3.733719 3.722446 | 100.0 | 486.262607 | 100.217175 |
| 2000-01-01 19:00:00 | 633.846018 | 435.560584 275.874359 177.726492 130.09669 110.61688 103.493589 101.084121 100.318814 | 100.318814 | 0.000181 0.000172 0.000123 0.000067 0.000029 0.000011 0.000004 0.000001 | 7.406317 6.082078 4.971572 4.268754 3.926213 3.788889 3.740345 3.724556 | 100.0 | 533.846018 | 100.318814 |
| 2000-01-01 19:30:00 | 679.625318 | 481.086906 309.843841 197.070098 139.002931 114.178772 104.793614 101.527381 100.46132 | 100.46132 | 0.000175 0.000177 0.000137 0.00008 0.000036 0.000014 0.000005 0.000002 | 7.721735 6.400614 5.217822 4.411925 3.991696 3.81438 3.749312 3.727493 | 100.0 | 579.625318 | 100.46132 |
| 2000-01-01 20:00:00 | 722.742733 | 527.354551 346.989543 219.687653 149.969792 118.728817 106.502466 102.125381 100.658609 | 100.658609 | 0.000167 0.000179 0.000149 0.000093 0.000045 0.000018 0.000007 0.000002 | 8.021952 6.722786 5.485372 4.579369 4.073012 3.847406 3.761306 3.731532 | 100.0 | 622.742733 | 100.658609 |
| 2000-01-01 20:30:00 | 762.408181 | 573.475597 386.852781 245.694679 163.297578 124.479508 108.726163 102.923566 100.928557 | 100.928557 | 0.000156 0.000178 0.000158 0.000107 0.000055 0.000023 0.000009 0.000003 | 8.303511 7.043357 5.770542 4.771504 4.172427 3.889661 3.777163 3.73702 | 100.0 | 662.408181 | 100.928557 |
| 2000-01-01 21:00:00 | 797.923464 | 618.544348 428.828299 275.085012 179.272062 131.669585 111.591916 103.978367 101.293924 | 101.293924 | 0.000144 0.000174 0.000166 0.00012 0.000066 0.00003 0.000012 0.000004 | 8.563546 7.357356 6.068923 4.987772 4.29201 3.94304 3.797898 3.744396 | 100.0 | 697.923464 | 101.293924 |
| 2000-01-01 21:30:00 | 828.701418 | 661.675646 472.188683 307.710232 198.1412 140.559638 115.250305 105.359243 101.783451 | 101.783451 | 0.000131 0.000168 0.00017 0.000133 0.000079 0.000037 0.000015 0.000005 | 8.799772 7.660239 6.375632 5.226572 4.433441 4.009591 3.824715 3.754206 | 100.0 | 728.701418 | 101.783451 |
| 2000-01-01 22:00:00 | 854.27953 | 702.039892 516.117892 343.268879 220.08852 151.423847 119.87673 107.150895 102.433153 | 102.433153 | 0.000117 0.00016 0.000172 0.000144 0.000091 0.000045 0.000019 0.000007 | 9.010461 7.947991 6.685574 5.485296 4.597809 4.091436 3.85902 3.76712 | 100.0 | 754.27953 | 102.433153 |
| 2000-01-01 22:30:00 | 874.327871 | 738.892845 559.750472 381.307675 245.205792 164.53715 125.671555 109.455545 103.28781 | 103.28781 | 0.000102 0.00015 0.000171 0.000153 0.000104 0.000055 0.000024 0.000009 | 9.194406 8.217193 6.993691 5.760447 4.785422 4.190649 3.902417 3.783955 | 100.0 | 774.327871 | 103.28781 |
| 2000-01-01 23:00:00 | 888.651531 | 771.598936 602.212752 421.235358 273.468405 180.157616 132.858242 112.39511 104.402654 | 104.402654 | 0.000087 0.000138 0.000167 0.00016 0.000117 0.000066 0.00003 0.000012 | 9.350873 8.465047 7.295165 6.047833 4.995681 4.309105 3.956689 3.805691 | 100.0 | 788.651531 | 104.402654 |
| 2000-01-01 23:30:00 | 897.187983 | 799.652572 642.65583 462.348836 304.716693 198.504825 141.67905 116.11316 105.845243 | 105.845243 | 0.000071 0.000125 0.000161 0.000164 0.000129 0.000077 0.000037 0.000015 | 9.479547 8.68939 7.58558 6.342805 5.227019 4.448301 4.023744 3.833486 | 100.0 | 797.187983 | 105.845243 |
| 2000-01-02 00:00:00 | 900.0 | 822.664819 680.321963 503.861271 338.649032 219.734145 152.385206 120.775356 107.697516 | 107.697516 | 0.000056 0.000111 0.000153 0.000165 0.000139 0.000089 0.000045 0.00002 | 9.58051 8.888607 7.861081 6.640498 5.476928 4.609168 4.105543 3.868679 | 100.0 | 800.0 | 107.697516 |
| 2000-01-02 00:30:00 | 897.264896 | 840.403602 714.517746 544.955105 374.821469 243.914069 165.226813 126.569879 110.057628 | 110.057628 | 0.000041 0.000096 0.000143 0.000164 0.000147 0.000102 0.000055 0.000025 | 9.654161 9.061661 8.118381 6.936087 5.742076 4.791909 4.203984 3.912788 | 100.0 | 797.264896 | 110.057628 |
| 2000-01-02 01:00:00 | 889.260928 | 852.762318 744.678879 584.808913 412.665273 271.002779 180.434731 133.704835 113.04194 | 113.04194 | 0.000026 0.000081 0.000131 0.00016 0.000154 0.000113 0.000065 0.00003 | 9.701182 9.20801 8.354822 7.224981 6.01848 4.995882 4.32076 3.967482 | 100.0 | 789.260928 | 113.04194 |
| 2000-01-02 01:30:00 | 876.351729 | 859.759614 770.369855 622.64076 451.511082 300.833147 198.20074 142.40346 116.786393 | 116.786393 | 0.000012 0.000066 0.000119 0.000154 0.000157 0.000124 0.000076 0.000037 | 9.722492 9.327553 8.568372 7.50299 6.301735 5.219546 4.457198 4.03454 | 100.0 | 776.351729 | 116.786393 |
| 2000-01-02 02:00:00 | 858.969595 | 861.527622 791.285287 657.745314 490.622391 333.106654 218.655189 152.89563 121.446924 | 121.446924 | -0.000002 0.000052 0.000105 0.000146 0.000159 0.000134 0.000087 0.000045 | 9.719209 9.420571 8.757586 7.766443 6.587244 5.460495 4.614089 4.115769 | 100.0 | 758.969595 | 121.446924 |
| 2000-01-02 02:30:00 | 837.5984 | 858.297729 807.263044 689.502301 529.232787 367.396112 241.84567 165.407551 127.199594 | 127.199594 | -0.000015 0.000037 0.000091 0.000137 0.000157 0.000142 0.000099 0.000054 | 9.69261 9.48766 8.921592 8.012241 6.870449 5.715563 4.791542 4.212902 | 100.0 | 737.5984 | 127.199594 |
| 2000-01-02 03:00:00 | 812.756821 | 850.382302 818.256811 717.421605 566.583746 403.162814 267.716825 180.144026 134.237066 | 134.237066 | -0.000027 0.000023 0.000077 0.000125 0.000154 0.000147 0.00011 0.000064 | 9.644097 9.529682 9.060001 8.237909 7.147019 5.980989 4.988883 4.327467 | 100.0 | 712.756821 | 134.237066 |
| 2000-01-02 03:30:00 | 784.982427 | 838.160441 824.33643 741.133855 601.961213 439.779732 296.098592 197.271635 142.764291 | 142.764291 | -0.000038 0.00001 0.000063 0.000113 0.000148 0.000151 0.00012 0.000074 | 9.575169 9.547716 9.172856 8.441581 7.413011 6.252626 5.204611 4.460636 | 100.0 | 684.982427 | 142.764291 |
| 2000-01-02 04:00:00 | 754.817086 | 822.059896 825.671812 760.396558 634.725125 476.563263 326.701401 216.898521 152.990564 | 152.990564 | -0.000049 -0.000003 0.000049 0.0001 0.00014 0.000152 0.000129 0.000085 | 9.487392 9.543007 9.260566 8.621975 7.664978 6.526159 5.436436 4.613078 | 100.0 | 654.817086 | 152.990564 |
| 2000-01-02 04:30:00 | 722.79402 | 802.541555 822.513925 775.093599 664.330357 512.808351 359.12134 239.055072 165.118452 | 165.118452 | -0.000058 -0.000014 0.000035 0.000087 0.000131 0.000151 0.000136 0.000095 | 9.382373 9.516932 9.323839 8.778344 7.900035 6.797314 5.681368 4.784831 | 100.0 | 622.79402 | 165.118452 |
| 2000-01-02 05:00:00 | 689.426711 | 780.083129 815.184102 785.217667 690.345151 547.822812 392.855076 263.677955 179.32976 | 179.32976 | -0.000067 -0.000026 0.000022 0.000073 0.00012 0.000147 0.000141 0.000106 | 9.261744 9.470957 9.363633 8.910412 8.115888 7.062038 5.935882 4.975209 | 100.0 | 589.426711 | 179.32976 |
| 2000-01-02 05:30:00 | 655.199767 | 755.167014 804.051535 790.865623 712.453974 580.959874 427.322824 290.599443 195.76902 | 195.76902 | -0.000075 -0.000036 0.00001 0.00006 0.000108 0.000141 0.000145 0.000115 | 9.127139 9.406604 9.381097 9.018315 8.310827 7.316645 6.196102 5.182772 | 100.0 | 555.199767 | 195.76902 |
| 2000-01-02 06:00:00 | 620.561767 | 728.268553 789.518293 792.221926 730.458507 611.64422 461.897332 319.54451 214.525945 | 214.525945 | -0.000082 -0.000045 -0.000002 0.000047 0.000096 0.000134 0.000145 0.000124 | 8.980178 9.325434 9.377519 9.102534 8.483696 7.557922 6.457999 5.405359 | 100.0 | 520.561767 | 214.525945 |
| 2000-01-02 06:30:00 | 585.920022 | 699.845573 772.007859 789.538654 744.273637 639.391189 495.935491 350.136516 235.618797 | 235.618797 | -0.000088 -0.000054 -0.000013 0.000034 0.000083 0.000125 0.000144 0.00013 | 8.822455 9.229014 9.354286 9.163834 8.633844 7.783182 6.717588 5.640174 | 100.0 | 485.920022 | 235.618797 |
| 2000-01-02 07:00:00 | 551.63713 | 670.330613 751.951862 783.12031 753.916658 663.819098 528.809571 381.911203 258.980686 | 258.980686 | -0.000093 -0.000061 -0.000023 0.000022 0.000071 0.000115 0.000141 0.000135 | 8.655526 9.118901 9.312857 9.203197 8.761073 7.990297 6.971094 5.883935 | 100.0 | 451.63713 | 258.980686 |
| 2000-01-02 07:30:00 | 518.029154 | 640.125744 729.775657 773.312906 759.492225 684.654526 559.935484 414.337813 284.45087 | 284.45087 | -0.000097 -0.000068 -0.000032 0.00001 0.000058 0.000104 0.000136 0.000138 | 8.480898 8.996625 9.25472 9.221775 8.865565 8.177688 7.215081 6.133036 | 100.0 | 418.029154 | 284.45087 |
| 2000-01-02 08:00:00 | 485.365238 | 609.597431 705.892871 760.484926 761.180213 701.730588 588.795844 446.845147 311.772914 | 311.772914 | -0.0001 -0.000074 -0.000041 -0.000001 0.000046 0.000093 0.000129 0.000139 | 8.300022 8.863678 9.181374 9.220841 8.947827 8.344297 7.446553 6.383737 | 100.0 | 385.365238 | 311.772914 |
| 2000-01-02 08:30:00 | 453.86844 | 579.074654 680.694641 745.019366 759.218441 714.981005 614.956794 478.849813 340.600225 | 340.600225 | -0.000103 -0.000079 -0.000048 -0.000011 0.000034 0.000081 0.00012 0.000138 | 8.114286 8.721505 9.0943 9.201752 9.008621 8.489538 7.663007 6.632337 | 100.0 | 353.86844 | 340.600225 |
| 2000-01-02 09:00:00 | 423.717566 | 548.846213 654.549738 727.295787 753.891148 724.429695 638.07803 509.783877 370.508969 | 370.508969 | -0.000105 -0.000083 -0.000055 -0.00002 0.000022 0.000069 0.000111 0.000135 | 7.925009 8.57149 8.994957 9.165906 9.048915 8.613249 7.862455 6.875322 | 100.0 | 323.717566 | 370.508969 |
| 2000-01-02 09:30:00 | 395.049792 | 519.16199 627.794696 707.689263 745.5114 730.179039 657.916701 539.119753 401.016944 | 401.016944 | -0.000106 -0.000087 -0.000061 -0.000028 0.000012 0.000057 0.000101 0.00013 | 7.733437 8.414953 8.884756 9.11472 9.069824 8.715623 8.043423 7.109494 | 100.0 | 295.049792 | 401.016944 |
| 2000-01-02 10:00:00 | 367.963873 | 490.233033 600.734523 686.558925 734.410939 732.395885 674.325675 566.390401 431.606709 | 431.606709 | -0.000107 -0.00009 -0.000066 -0.000036 0.000002 0.000045 0.00009 0.000124 | 7.540742 8.253145 8.765058 9.049604 9.072569 8.797154 8.204919 7.332052 | 100.0 | 267.963873 | 431.606709 |
| 2000-01-02 10:30:00 | 342.523746 | 462.233322 573.640753 664.243483 720.928869 731.297914 687.24744 591.203951 461.750491 | 461.750491 | -0.000107 -0.000092 -0.000071 -0.000043 -0.000008 0.000034 0.000079 0.000116 | 7.348015 8.087247 8.637162 8.971944 9.058437 8.858573 8.346396 7.540653 | 100.0 | 242.523746 | 461.750491 |
| 2000-01-02 11:00:00 | 318.762374 | 435.301991 546.751233 641.057298 705.402613 727.140374 696.704852 613.252429 490.934583 | 490.934583 | -0.000107 -0.000094 -0.000075 -0.000049 -0.000016 0.000023 0.000067 0.000107 | 7.156271 7.918363 8.502302 8.883085 9.028748 8.900797 8.467695 7.733426 | 100.0 | 218.762374 | 490.934583 |
| 2000-01-02 11:30:00 | 296.68568 | 409.54409 520.275687 617.284749 688.160978 720.20391 702.789861 632.31476 518.680838 | 518.680838 | -0.000105 -0.000095 -0.000078 -0.000055 -0.000024 0.000013 0.000056 0.000098 | 6.966446 7.747514 8.361652 8.784319 8.984832 8.924879 8.568993 7.908976 | 100.0 | 196.68568 | 518.680838 |
| 2000-01-02 12:00:00 | 276.276442 | 385.041601 494.375397 593.192853 669.516289 710.783596 705.651418 648.255854 544.566016 | 544.566016 | -0.000104 -0.000095 -0.000081 -0.00006 -0.000032 0.000004 0.000045 0.000087 | 6.779388 7.575666 8.216287 8.676891 8.928001 8.931966 8.650745 8.066352 | 100.0 | 176.276442 | 544.566016 |
| 2000-01-02 12:30:00 | 257.498082 | 361.843497 469.200695 569.006067 649.764767 699.179748 705.482942 661.019836 568.232264 | 568.232264 | -0.000102 -0.000096 -0.000083 -0.000064 -0.000038 -0.000005 0.000035 0.000077 | 6.59587 7.403698 8.067227 8.561971 8.859539 8.923261 8.713626 8.205018 | 100.0 | 157.498082 | 568.232264 |
| 2000-01-02 13:00:00 | 240.298231 | 339.978288 444.866616 544.926287 629.179029 685.690364 702.510796 670.622745 589.396626 | 589.396626 | -0.0001 -0.000095 -0.000084 -0.000067 -0.000044 -0.000013 0.000025 0.000067 | 6.416585 7.232414 7.915418 8.440663 8.780687 8.899997 8.758486 8.3248 | 100.0 | 140.298231 | 589.396626 |
| 2000-01-02 13:30:00 | 224.612057 | 319.454544 421.462777 521.127642 608.008089 670.604756 696.983467 677.142288 607.853515 | 607.853515 | -0.000097 -0.000094 -0.000085 -0.00007 -0.000049 -0.00002 0.000015 0.000056 | 6.242148 7.062548 7.761736 8.314001 8.692632 8.863409 8.786299 8.425835 | 100.0 | 124.612057 | 607.853515 |
| 2000-01-02 14:00:00 | 210.365288 | 300.263877 399.055874 497.757892 586.476429 654.198845 689.16206 680.707046 623.473398 | 623.473398 | -0.000094 -0.000093 -0.000086 -0.000073 -0.000053 -0.000027 0.000007 0.000046 | 6.073095 6.894762 7.606983 8.18295 8.596501 8.814713 8.798129 8.508523 | 100.0 | 110.365288 | 623.473398 |
| 2000-01-02 14:30:00 | 197.47692 | 282.383756 377.692218 474.940139 564.783841 636.731733 679.312202 681.48561 636.198111 | 636.198111 | -0.000091 -0.000092 -0.000086 -0.000075 -0.000057 -0.000033 -0.000002 0.000036 | 5.909889 6.72965 7.451893 8.048405 8.49336 8.755095 8.795089 8.573471 | 100.0 | 97.47692 | 636.198111 |
| 2000-01-02 15:00:00 | 185.861607 | 265.780112 357.400231 452.774756 543.105881 618.443364 667.697368 679.676213 646.033719 | 646.033719 | -0.000087 -0.00009 -0.000086 -0.000076 -0.000061 -0.000039 -0.000009 0.000027 | 5.752916 6.567744 7.297136 7.91119 8.384206 8.685699 8.778321 8.621448 | 100.0 | 85.861607 | 646.033719 |
| 2000-01-02 15:30:00 | 175.431719 | 250.409721 338.19287 431.341424 521.594787 599.553129 654.573563 675.497246 653.041829 | 653.041829 | -0.000084 -0.000088 -0.000085 -0.000077 -0.000063 -0.000043 -0.000016 0.000018 | 5.602494 6.40951 7.143316 7.772065 8.26997 8.607615 8.748965 8.653346 | 100.0 | 75.431719 | 653.041829 |
| 2000-01-02 16:00:00 | 166.099094 | 236.222336 320.069908 410.701229 500.38074 580.25924 640.185263 669.178884 657.330157 | 657.330157 | -0.00008 -0.000086 -0.000085 -0.000078 -0.000066 -0.000048 -0.000023 0.000009 | 5.45887 6.255355 6.99098 7.631726 8.151519 8.521876 8.708147 8.670136 | 100.0 | 66.099094 | 657.330157 |
| 2000-01-02 16:30:00 | 157.776495 | 223.162573 303.020063 390.898731 479.573353 560.738725 624.762459 660.955954 659.042987 | 659.042987 | -0.000076 -0.000083 -0.000084 -0.000078 -0.000068 -0.000051 -0.000028 0.000002 | 5.322225 6.105632 6.840613 7.490806 8.029651 8.429457 8.656962 8.672845 | 100.0 | 57.776495 | 659.042987 |
| 2000-01-02 17:00:00 | 150.378786 | 211.171561 287.022947 371.963979 459.263309 541.147906 608.518661 651.062035 658.352037 | 658.352037 | -0.000072 -0.000081 -0.000082 -0.000078 -0.000069 -0.000055 -0.000034 -0.000006 | 5.192677 5.960639 6.692651 7.34988 7.905104 8.331269 8.596467 8.66252 | 100.0 | 50.378786 | 658.352037 |
| 2000-01-02 17:30:00 | 143.823868 | 200.188344 272.050836 353.914423 439.524065 521.623237 591.649714 639.724759 655.448069 | 655.448069 | -0.000068 -0.000078 -0.000081 -0.000078 -0.00007 -0.000057 -0.000038 -0.000012 | 5.070283 5.820621 6.547475 7.209467 7.778552 8.228159 8.527665 8.640216 | 100.0 | 43.823868 | 655.448069 |
| 2000-01-02 18:00:00 | 138.033385 | 190.151076 258.070239 336.756717 420.413575 502.282408 574.333266 627.162201 650.533446 | 650.533446 | -0.000064 -0.000075 -0.000079 -0.000077 -0.000071 -0.00006 -0.000042 -0.000018 | 4.955047 5.685779 6.405421 7.070035 7.650612 8.120916 8.451513 8.606972 | 100.0 | 38.033385 | 650.533446 |
| 2000-01-02 18:30:00 | 132.933235 | 180.998001 245.043293 320.488369 401.975986 483.22562 556.728765 613.580239 643.815767 | 643.815767 | -0.00006 -0.000072 -0.000077 -0.000077 -0.000072 -0.000061 -0.000046 -0.000024 | 4.846918 5.556268 6.266779 6.932002 7.521846 8.010264 8.368905 8.563802 | 100.0 | 32.933235 | 643.815767 |
| 2000-01-02 19:00:00 | 128.453911 | 172.668261 232.928964 305.099264 384.243264 464.536962 538.977862 599.170753 635.502571 | 635.502571 | -0.000056 -0.000069 -0.000075 -0.000076 -0.000072 -0.000063 -0.000049 -0.000029 | 4.745798 5.432201 6.131799 6.795741 7.392764 7.896873 8.280681 8.511681 | 100.0 | 28.453911 | 635.502571 |
| 2000-01-02 19:30:00 | 124.530701 | 165.102523 221.684092 290.573023 367.236739 446.28584 521.205118 584.110531 625.797085 | 625.797085 | -0.000052 -0.000066 -0.000073 -0.000075 -0.000072 -0.000064 -0.000052 -0.000033 | 4.651546 5.313653 6.00069 6.661581 7.263826 7.781355 8.187623 8.451542 | 100.0 | 24.530701 | 625.797085 |
| 2000-01-02 20:00:00 | 121.103761 | 158.243474 211.264269 276.888227 350.968549 428.528403 503.518926 568.56074 614.894927 | 614.894927 | -0.000049 -0.000063 -0.000071 -0.000073 -0.000071 -0.000065 -0.000054 -0.000037 | 4.563984 5.200662 5.873628 6.529812 7.135445 7.664269 8.090456 8.384268 | 100.0 | 21.103761 | 614.894927 |
| 2000-01-02 20:30:00 | 118.118088 | 152.036183 201.624579 264.019489 335.442969 411.308948 486.01258 552.666871 602.981671 | 602.981671 | -0.000045 -0.00006 -0.000068 -0.000072 -0.000071 -0.000066 -0.000056 -0.000041 | 4.482897 5.093233 5.750752 6.400689 7.007995 7.546124 7.989847 8.310693 | 100.0 | 18.118088 | 602.981671 |
| 2000-01-02 21:00:00 | 115.523427 | 146.428357 192.7202 251.938399 320.657622 394.661253 468.765426 536.559026 590.231145 | 590.231145 | -0.000042 -0.000057 -0.000066 -0.00007 -0.00007 -0.000066 -0.000057 -0.000044 | 4.408045 4.991342 5.632175 6.274431 6.881806 7.427383 7.886413 8.231595 | 100.0 | 15.523427 | 590.231145 |
| 2000-01-02 21:30:00 | 113.274094 | 141.370508 184.506902 240.614336 306.604577 378.60986 451.844052 520.352477 576.804357 | 576.804357 | -0.000038 -0.000054 -0.000063 -0.000068 -0.000069 -0.000066 -0.000059 -0.000047 | 4.339162 4.894935 5.517979 6.151226 6.757174 7.308463 7.780717 8.1477 | 100.0 | 13.274094 | 576.804357 |
| 2000-01-02 22:00:00 | 111.328777 | 136.816041 176.941433 230.015164 293.271329 363.171247 435.303484 504.148419 562.84893 | 562.84893 | -0.000035 -0.000051 -0.000061 -0.000067 -0.000068 -0.000066 -0.00006 -0.000049 | 4.275966 4.803934 5.40822 6.031233 6.634359 7.189742 7.673275 8.059683 | 100.0 | 11.328777 | 562.84893 |
| 2000-01-02 22:30:00 | 109.650285 | 132.721286 169.981821 220.107826 280.641668 348.354934 419.188352 488.034846 548.498951 | 548.498951 | -0.000032 -0.000048 -0.000058 -0.000065 -0.000067 -0.000066 -0.00006 -0.000051 | 4.218159 4.718237 5.302932 5.914587 6.513592 7.071558 7.564557 7.968167 | 100.0 | 9.650285 | 548.498951 |
| 2000-01-02 23:00:00 | 108.205287 | 129.045478 163.587601 210.858837 268.696446 334.164476 403.534013 472.08751 533.875143 | 533.875143 | -0.000029 -0.000045 -0.000056 -0.000063 -0.000066 -0.000065 -0.000061 -0.000052 | 4.165434 4.637725 5.202124 5.801396 6.395073 6.954216 7.45499 7.873724 | 100.0 | 8.205287 | 533.875143 |
| 2000-01-02 23:30:00 | 106.964036 | 125.750706 157.719976 202.234693 257.414243 320.598372 388.367613 456.370911 519.085277 | 519.085277 | -0.000027 -0.000042 -0.000054 -0.000061 -0.000064 -0.000065 -0.000061 -0.000054 | 4.11748 4.562256 5.105788 5.691746 6.278977 6.837986 7.344962 7.776881 | 100.0 | 6.964036 | 519.085277 |
| 2000-01-03 00:00:00 | 105.900084 | 122.801821 152.341929 194.202206 246.771943 307.650879 373.709086 440.939305 504.22476 | 504.22476 | -0.000024 -0.000039 -0.000051 -0.000059 -0.000063 -0.000064 -0.000061 -0.000055 | 4.073986 4.491677 5.013898 5.585704 6.165453 6.72311 7.234822 7.678121 | 100.0 | 5.900084 | 504.22476 |
| 2000-01-03 00:30:00 | 104.99001 | 120.166338 147.41828 186.728769 236.745232 295.312738 359.572065 425.83768 489.377348 | 489.377348 | -0.000022 -0.000037 -0.000049 -0.000057 -0.000062 -0.000063 -0.000061 -0.000056 | 4.03464 4.42582 4.926408 5.483318 6.054629 6.609801 7.124887 7.577883 | 100.0 | 4.99001 | 489.377348 |
| 2000-01-03 01:00:00 | 104.213141 | 117.814315 142.915718 179.78257 227.30902 283.571819 345.964738 411.102711 474.615935 | 474.615935 | -0.00002 -0.000034 -0.000046 -0.000055 -0.00006 -0.000062 -0.000061 -0.000056 | 3.999138 4.364505 4.843261 5.384618 5.946613 6.498247 7.015439 7.476568 | 100.0 | 4.213141 | 474.615935 |
| 2000-01-03 01:30:00 | 103.551298 | 115.71822 138.802803 173.33275 218.437793 272.413683 332.890607 396.763658 460.003377 | 460.003377 | -0.000018 -0.000032 -0.000044 -0.000053 -0.000058 -0.000061 -0.00006 -0.000057 | 3.967185 4.307545 4.764383 5.28962 5.841495 6.388613 6.906733 7.374541 | 100.0 | 3.551298 | 460.003377 |
| 2000-01-03 02:00:00 | 102.988541 | 113.852802 135.049937 167.349523 210.105909 261.822081 320.349185 382.843217 445.593338 | 445.593338 | -0.000016 -0.000029 -0.000041 -0.000051 -0.000057 -0.00006 -0.00006 -0.000057 | 3.938495 4.254746 4.68969 5.198325 5.739345 6.281043 6.798996 7.27213 | 100.0 | 2.988541 | 445.593338 |
| 2000-01-03 02:30:00 | 102.51094 | 112.194953 131.629326 161.804262 202.287846 251.779376 308.336617 369.358306 431.431123 | 431.431123 | -0.000014 -0.000027 -0.000039 -0.000049 -0.000055 -0.000059 -0.000059 -0.000057 | 3.912793 4.205909 4.619087 5.110721 5.640222 6.175662 6.69243 7.169635 | 100.0 | 2.51094 | 431.431123 |
| 2000-01-03 03:00:00 | 102.106358 | 110.723572 128.514927 156.669553 194.958397 242.26692 296.846239 356.32079 417.554487 | 417.554487 | -0.000013 -0.000025 -0.000037 -0.000047 -0.000053 -0.000057 -0.000058 -0.000057 | 3.889819 4.160831 4.552469 5.026784 5.544166 6.072576 6.587214 7.067324 | 100.0 | 2.106358 | 417.554487 |
| 2000-01-03 03:30:00 | 101.764251 | 109.419427 125.682386 151.919224 188.092829 233.265365 285.869062 343.738145 403.994408 | 403.994408 | -0.000011 -0.000023 -0.000035 -0.000045 -0.000052 -0.000056 -0.000058 -0.000057 | 3.869328 4.119309 4.489721 4.94648 5.451209 5.971875 6.483508 6.965439 | 100.0 | 1.764251 | 403.994408 |
| 2000-01-03 04:00:00 | 101.47548 | 108.265033 123.108966 147.528362 181.66701 224.75493 275.394211 331.61406 390.775817 | 390.775817 | -0.00001 -0.000021 -0.000033 -0.000043 -0.00005 -0.000055 -0.000057 -0.000056 | 3.851088 4.08114 4.430723 4.869766 5.361369 5.873636 6.381451 6.864198 | 100.0 | 1.47548 | 390.775817 |
| 2000-01-03 04:30:00 | 101.232151 | 107.244518 120.773477 143.473301 175.657504 216.715631 265.409301 319.948982 377.918284 | 377.918284 | -0.000009 -0.000019 -0.000031 -0.000041 -0.000048 -0.000053 -0.000056 -0.000056 | 3.834884 4.046124 4.375349 4.796587 5.274652 5.77792 6.281165 6.763794 | 100.0 | 1.232151 | 377.918284 |
| 2000-01-03 05:00:00 | 101.027458 | 106.343504 118.656199 139.731613 170.04164 209.127467 255.900767 308.740601 365.436649 | 365.436649 | -0.000008 -0.000018 -0.000029 -0.000039 -0.000046 -0.000052 -0.000055 -0.000055 | 3.820515 4.014063 4.323465 4.726884 5.191056 5.684779 6.182756 6.664401 | 100.0 | 1.027458 | 365.436649 |
| 2000-01-03 05:30:00 | 100.855551 | 105.548994 116.738807 136.282077 164.797566 201.970575 246.854152 297.984284 353.341602 | 353.341602 | -0.000007 -0.000016 -0.000027 -0.000037 -0.000045 -0.00005 -0.000054 -0.000055 | 3.807797 3.984763 4.274938 4.660587 5.110571 5.594252 6.086316 6.566173 | 100.0 | 0.855551 | 353.341602 |
| 2000-01-03 06:00:00 | 100.711411 | 104.849257 115.004299 133.104649 159.904278 195.225356 238.254355 287.673468 341.640216 | 341.640216 | -0.000006 -0.000015 -0.000025 -0.000035 -0.000043 -0.000049 -0.000052 -0.000054 | 3.796559 3.958036 4.229626 4.597623 5.033177 5.506366 5.991924 6.469248 | 100.0 | 0.711411 | 341.640216 |
| 2000-01-03 06:30:00 | 100.590745 | 104.233731 113.436916 130.180423 155.341641 188.872579 230.085834 277.79999 330.336425 | 330.336425 | -0.000006 -0.000014 -0.000023 -0.000033 -0.000041 -0.000047 -0.000051 -0.000053 | 3.786646 3.933701 4.18739 4.537911 4.958848 5.421144 5.899646 6.373745 | 100.0 | 0.590745 | 330.336425 |
| 2000-01-03 07:00:00 | 100.489885 | 103.692916 112.022075 127.491587 151.090397 182.893461 222.332793 268.354398 319.431465 | 319.431465 | -0.000005 -0.000012 -0.000022 -0.000031 -0.00004 -0.000046 -0.00005 -0.000052 | 3.777914 3.911582 4.148086 4.481364 4.887549 5.338595 5.809537 6.279771 | 100.0 | 0.489885 | 319.431465 |
| 2000-01-03 07:30:00 | 100.405708 | 103.218291 110.746299 125.021384 147.132158 177.269727 214.979328 259.326203 308.924259 | 308.924259 | -0.000004 -0.000011 -0.00002 -0.00003 -0.000038 -0.000044 -0.000049 -0.000051 | 3.770235 3.891513 4.111573 4.427894 4.819242 5.258723 5.721644 6.187419 | 100.0 | 0.405708 | 308.924259 |
| 2000-01-03 08:00:00 | 100.33556 | 102.802221 109.597146 122.75406 143.449399 171.983659 208.009557 250.704116 298.811766 | 298.811766 | -0.000004 -0.00001 -0.000019 -0.000028 -0.000036 -0.000043 -0.000048 -0.00005 | 3.763491 3.873335 4.077709 4.377406 4.753882 5.181526 5.636003 6.09677 | 100.0 | 0.33556 | 298.811766 |
| 2000-01-03 08:30:00 | 100.277186 | 102.43788 108.56315 120.674827 140.025441 167.018129 201.407721 242.476242 289.089295 | 289.089295 | -0.000003 -0.000009 -0.000017 -0.000026 -0.000035 -0.000041 -0.000046 -0.000049 | 3.757576 3.856894 4.046352 4.329803 4.691417 5.106994 5.552643 6.007893 | 100.0 | 0.277186 | 289.089295 |
| 2000-01-03 09:00:00 | 100.228681 | 102.119175 107.633752 118.76981 136.84443 162.356617 195.158271 234.630247 279.750779 | 279.750779 | -0.000003 -0.000008 -0.000016 -0.000025 -0.000033 -0.00004 -0.000045 -0.000048 | 3.752396 3.84205 4.017364 4.284985 4.631794 5.035112 5.471584 5.920848 | 100.0 | 0.228681 | 279.750779 |
| 2000-01-03 09:30:00 | 100.188431 | 101.840678 106.799249 117.026008 133.891315 157.983229 189.245938 227.153512 270.789014 | 270.789014 | -0.000003 -0.000007 -0.000015 -0.000023 -0.000032 -0.000038 -0.000044 -0.000047 | 3.747864 3.828667 3.990608 4.242851 4.574952 4.965858 5.39284 5.835686 | 100.0 | 0.188431 | 270.789014 |
| 2000-01-03 10:00:00 | 100.155078 | 101.597558 106.05073 115.431248 131.151818 153.8827 183.655787 220.03325 262.19588 | 262.19588 | -0.000002 -0.000007 -0.000014 -0.000022 -0.00003 -0.000037 -0.000042 -0.000046 | 3.743904 3.816619 3.96595 4.203296 4.52083 4.899207 5.316419 5.752448 | 100.0 | 0.155078 | 262.19588 |
| 2000-01-03 10:30:00 | 100.127477 | 101.385528 105.380027 113.974142 128.61241 150.040394 178.373261 213.256617 253.962519 | 253.962519 | -0.000002 -0.000006 -0.000013 -0.000021 -0.000029 -0.000036 -0.000041 -0.000045 | 3.740448 3.805789 3.943262 4.166216 4.469361 4.83513 5.242324 5.671169 | 100.0 | 0.127477 | 253.962519 |
| 2000-01-03 11:00:00 | 100.104666 | 101.200785 104.779663 112.644048 126.260282 146.442294 173.384214 206.810795 246.079506 | 246.079506 | -0.000002 -0.000005 -0.000012 -0.000019 -0.000027 -0.000034 -0.00004 -0.000044 | 3.737436 3.796067 3.922417 4.131505 4.420475 4.773591 5.17055 5.591878 | 100.0 | 0.104666 | 246.079506 |
| 2000-01-03 11:30:00 | 100.085838 | 101.039964 104.2428 111.431032 124.083315 143.075 168.67493 200.683072 238.536984 | 238.536984 | -0.000001 -0.000005 -0.000011 -0.000018 -0.000026 -0.000033 -0.000039 -0.000043 | 3.734812 3.787351 3.903294 4.09906 4.374102 4.714553 5.101091 5.514595 | 100.0 | 0.085838 | 238.536984 |
| 2000-01-03 12:00:00 | 100.070317 | 100.900088 103.763199 110.325825 122.070048 139.925706 164.232145 194.860894 231.324789 | 231.324789 | -0.000001 -0.000004 -0.00001 -0.000017 -0.000024 -0.000031 -0.000037 -0.000042 | 3.732529 3.779548 3.885776 4.068773 4.330165 4.657974 5.033934 5.439336 | 100.0 | 0.070317 | 231.324789 |
| 2000-01-03 12:30:00 | 100.057539 | 100.778533 103.335169 109.319792 120.209656 136.982194 160.043055 189.331925 224.432555 | 224.432555 | -0.000001 -0.000004 -0.000009 -0.000016 -0.000023 -0.00003 -0.000036 -0.000041 | 3.730544 3.77257 3.869751 4.040542 4.28859 4.603809 4.969063 5.366111 | 100.0 | 0.057539 | 224.432555 |
| 2000-01-03 13:00:00 | 100.047032 | 100.672986 102.953532 108.404896 118.491919 134.232811 156.095319 184.084077 217.849803 | 217.849803 | -0.000001 -0.000003 -0.000008 -0.000015 -0.000022 -0.000029 -0.000035 -0.00004 | 3.728821 3.766338 3.855112 4.014263 4.249299 4.552012 4.906458 5.294927 | 100.0 | 0.047032 | 217.849803 |
| 2000-01-03 13:30:00 | 100.038402 | 100.581408 102.61358 107.573661 116.907191 131.666455 152.377058 179.105548 211.566016 | 211.566016 | -0.000001 -0.000003 -0.000007 -0.000014 -0.000021 -0.000027 -0.000034 -0.000038 | 3.727325 3.760778 3.841758 3.989836 4.212213 4.502531 4.846095 5.225784 | 100.0 | 0.038402 | 211.566016 |
| 2000-01-03 14:00:00 | 100.031322 | 100.502012 102.31104 106.819145 115.446381 129.27255 148.876859 174.384841 205.570705 | 205.570705 | -0.000001 -0.000003 -0.000007 -0.000013 -0.000019 -0.000026 -0.000032 -0.000037 | 3.726028 3.755824 3.829591 3.967159 4.177251 4.455315 4.787948 5.15868 | 100.0 | 0.031322 | 205.570705 |
| 2000-01-03 14:30:00 | 100.025521 | 100.433227 102.042039 106.134907 114.10092 127.041035 145.583758 169.910785 199.853462 | 199.853462 | -0.000001 -0.000002 -0.000006 -0.000012 -0.000018 -0.000025 -0.000031 -0.000036 | 3.724905 3.751414 3.818521 3.946137 4.144334 4.410308 4.731988 5.093608 | 100.0 | 0.025521 | 199.853462 |
| 2000-01-03 15:00:00 | 100.020773 | 100.373675 101.803072 105.514978 112.862742 124.962338 142.487244 165.672546 194.404004 | 194.404004 | -0.000001 -0.000002 -0.000006 -0.000011 -0.000017 -0.000024 -0.00003 -0.000035 | 3.723932 3.747493 3.808462 3.926674 4.11338 4.367455 4.678182 5.030559 | 100.0 | 0.020773 | 194.404004 |
| 2000-01-03 15:30:00 | 100.016892 | 100.322152 101.590969 104.953831 111.724258 123.02736 139.577237 161.659634 189.212212 | 189.212212 | 0.0 -0.000002 -0.000005 -0.00001 -0.000016 -0.000023 -0.000029 -0.000034 | 3.72309 3.74401 3.799332 3.908679 4.084309 4.326696 4.626497 4.96952 | 100.0 | 0.016892 | 189.212212 |
| 2000-01-03 16:00:00 | 100.013722 | 100.277603 101.40287 104.44636 110.678334 121.227455 136.844085 157.861912 184.268155 | 184.268155 | 0.0 -0.000002 -0.000005 -0.000009 -0.000015 -0.000022 -0.000028 -0.000033 | 3.722363 3.74092 3.791055 3.892061 4.05704 4.287973 4.576895 4.910475 | 100.0 | 0.013722 | 184.268155 |
| 2000-01-03 16:30:00 | 100.011136 | 100.239109 101.236197 103.987846 109.718267 119.554413 134.278551 154.269588 179.562122 | 179.562122 | 0.0 -0.000002 -0.000004 -0.000009 -0.000014 -0.00002 -0.000026 -0.000032 | 3.721734 3.738179 3.783561 3.876736 4.031493 4.251224 4.529337 4.853405 | 100.0 | 0.011136 | 179.562122 |
| 2000-01-03 17:00:00 | 100.009028 | 100.205864 101.088628 103.573939 108.837768 118.000441 131.871796 150.873225 175.084631 | 175.084631 | 0.0 -0.000001 -0.000004 -0.000008 -0.000013 -0.000019 -0.000025 -0.000031 | 3.721191 3.735752 3.776783 3.86262 4.007588 4.216387 4.483784 4.798291 | 100.0 | 0.009028 | 175.084631 |
| 2000-01-03 17:30:00 | 100.007313 | 100.17717 100.958077 103.200632 108.03094 116.558144 129.615369 147.663726 170.826451 | 170.826451 | 0.0 -0.000001 -0.000003 -0.000007 -0.000012 -0.000018 -0.000024 -0.00003 | 3.720723 3.733604 3.77066 3.849633 3.985248 4.1834 4.440192 4.745109 | 100.0 | 0.007313 | 170.826451 |
| 2000-01-03 18:00:00 | 100.005918 | 100.152417 100.842671 102.864238 107.292256 115.220512 127.501193 144.632338 166.778605 | 166.778605 | 0.0 -0.000001 -0.000003 -0.000007 -0.000012 -0.000017 -0.000023 -0.000028 | 3.720319 3.731704 3.765134 3.837701 3.964395 4.152199 4.398517 4.693833 | 100.0 | 0.005918 | 166.778605 |
| 2000-01-03 18:30:00 | 100.004785 | 100.131074 100.740728 102.56137 106.616546 113.9809 125.521552 141.770639 162.932383 | 162.932383 | 0.0 -0.000001 -0.000003 -0.000006 -0.000011 -0.000016 -0.000022 -0.000027 | 3.71997 3.730026 3.760152 3.82675 3.944953 4.12272 4.358714 4.644438 | 100.0 | 0.004785 | 162.932383 |
| 2000-01-03 19:00:00 | 100.003865 | 100.112681 100.650743 102.28892 105.998973 112.833017 123.669078 139.070535 159.27934 | 159.27934 | 0.0 -0.000001 -0.000002 -0.000006 -0.00001 -0.000015 -0.000021 -0.000026 | 3.71967 3.728544 3.755665 3.816711 3.926849 4.0949 4.320736 4.596893 | 100.0 | 0.003865 | 159.27934 |
| 2000-01-03 19:30:00 | 100.003119 | 100.096836 100.57137 102.04404 105.435022 111.770905 121.936737 136.524249 155.811303 | 155.811303 | 0.0 -0.000001 -0.000002 -0.000005 -0.000009 -0.000015 -0.00002 -0.000025 | 3.719412 3.727237 3.751629 3.807518 3.910011 4.068674 4.284535 4.551168 | 100.0 | 0.003119 | 155.811303 |
| 2000-01-03 20:00:00 | 100.002515 | 100.083194 100.501406 101.824122 104.920479 110.788932 120.317816 134.124313 152.520366 | 152.520366 | 0.0 -0.000001 -0.000002 -0.000005 -0.000009 -0.000014 -0.000019 -0.000024 | 3.719189 3.726085 3.748001 3.799111 3.894368 4.043978 4.250062 4.507231 | 100.0 | 0.002515 | 152.520366 |
| 2000-01-03 20:30:00 | 100.002026 | 100.071452 100.439777 101.626783 104.451415 109.881771 118.805915 131.863558 149.39889 | 149.39889 | 0.0 -0.000001 -0.000002 -0.000004 -0.000008 -0.000013 -0.000018 -0.000023 | 3.718997 3.72507 3.744743 3.791429 3.879853 4.02075 4.217268 4.465049 | 100.0 | 0.002026 | 149.39889 |
| 2000-01-03 21:00:00 | 100.001631 | 100.06135 100.385525 101.449846 104.024174 109.044392 117.394928 129.735105 146.439501 | 146.439501 | 0.0 0.0 -0.000002 -0.000004 -0.000007 -0.000012 -0.000017 -0.000022 | 3.718833 3.724176 3.741819 3.784419 3.866398 3.998926 4.186102 4.424586 | 100.0 | 0.001631 | 146.439501 |
| 2000-01-03 21:30:00 | 100.001312 | 100.052662 100.337797 101.291327 103.635353 108.272049 116.079039 127.732357 143.635083 | 143.635083 | 0.0 0.0 -0.000001 -0.000004 -0.000007 -0.000011 -0.000016 -0.000022 | 3.718691 3.72339 3.739199 3.778028 3.853942 3.978443 4.156513 4.385807 | 100.0 | 0.001312 | 143.635083 |
| 2000-01-03 22:00:00 | 100.001054 | 100.045193 100.295834 101.149418 103.281795 107.560264 114.852705 125.848989 140.978776 | 140.978776 | 0.0 0.0 -0.000001 -0.000003 -0.000006 -0.000011 -0.000016 -0.000021 | 3.718569 3.722699 3.736853 3.772207 3.842422 3.959242 4.12845 4.348674 | 100.0 | 0.001054 | 140.978776 |
| 2000-01-03 22:30:00 | 100.000846 | 100.038774 100.258962 101.022475 102.960567 106.904817 113.710649 124.078934 138.463965 | 138.463965 | 0.0 0.0 -0.000001 -0.000003 -0.000006 -0.00001 -0.000015 -0.00002 | 3.718464 3.722092 3.734753 3.766911 3.83178 3.94126 4.101861 4.313149 | 100.0 | 0.000846 | 138.463965 |
| 2000-01-03 23:00:00 | 100.000679 | 100.033259 100.226582 100.909004 102.668952 106.301739 112.64785 122.416383 136.084282 | 136.084282 | 0.0 0.0 -0.000001 -0.000003 -0.000005 -0.000009 -0.000014 -0.000019 | 3.718375 3.721559 3.732875 3.762097 3.82196 3.924439 4.076693 4.279192 | 100.0 | 0.000679 | 136.084282 |
| 2000-01-03 23:30:00 | 100.000544 | 100.028523 100.198163 100.80765 102.404436 105.747292 111.65953 120.855767 133.833591 | 133.833591 | 0.0 0.0 -0.000001 -0.000002 -0.000005 -0.000009 -0.000013 -0.000018 | 3.718297 3.721091 3.731198 3.757725 3.812907 3.908722 4.052896 4.246764 | 100.0 | 0.000544 | 133.833591 |
| 2000-01-04 00:00:00 | 100.000436 | 100.024456 100.173234 100.717182 102.164692 105.237967 110.741149 119.391755 131.705985 | 131.705985 | 0.0 0.0 -0.000001 -0.000002 -0.000005 -0.000008 -0.000012 -0.000017 | 3.718231 3.720681 3.7297 3.753759 3.804571 3.89405 4.030418 4.215825 | 100.0 | 0.000436 | 131.705985 |
| 2000-01-04 00:30:00 | 100.000349 | 100.020965 100.151377 100.636488 101.947572 104.770468 109.888392 118.019242 129.695781 | 129.695781 | 0.0 0.0 -0.000001 -0.000002 -0.000004 -0.000008 -0.000012 -0.000016 | 3.718174 3.720321 3.728364 3.750164 3.796902 3.88037 4.009206 4.186332 | 100.0 | 0.000349 | 129.695781 |
| 2000-01-04 01:00:00 | 100.000279 | 100.017969 100.132224 100.56456 101.751096 104.341706 109.097163 116.733342 127.797509 | 127.797509 | 0.0 0.0 -0.000001 -0.000002 -0.000004 -0.000007 -0.000011 -0.000016 | 3.718125 3.720006 3.727173 3.746909 3.789855 3.867628 3.98921 4.158243 | 100.0 | 0.000279 | 127.797509 |
| 2000-01-04 01:30:00 | 100.000223 | 100.015399 100.115449 100.50049 101.573438 103.948784 108.363577 115.52938 126.005909 | 126.005909 | 0.0 0.0 -0.000001 -0.000002 -0.000004 -0.000007 -0.00001 -0.000015 | 3.718084 3.71973 3.726113 3.743964 3.783385 3.855771 3.97038 4.131518 | 100.0 | 0.000223 | 126.005909 |
| 2000-01-04 02:00:00 | 100.000178 | 100.013194 100.100764 100.443456 101.412917 103.588993 107.683949 114.402886 124.315921 | 124.315921 | 0.0 0.0 -0.000001 -0.000001 -0.000003 -0.000006 -0.00001 -0.000014 | 3.718048 3.719488 3.725168 3.741301 3.77745 3.844749 3.952664 4.106113 | 100.0 | 0.000178 | 124.315921 |
| 2000-01-04 02:30:00 | 100.000142 | 100.011303 100.087914 100.392718 101.26799 103.259801 107.054788 113.349586 122.722681 | 122.722681 | 0.0 0.0 0.0 -0.000001 -0.000003 -0.000006 -0.000009 -0.000013 | 3.718017 3.719277 3.724328 3.738895 3.772013 3.834515 3.936015 4.081985 | 100.0 | 0.000142 | 122.722681 |
| 2000-01-04 03:00:00 | 100.000113 | 100.009682 100.076674 100.347609 101.137237 102.95884 106.47279 112.365396 121.221513 | 121.221513 | 0.0 0.0 0.0 -0.000001 -0.000003 -0.000005 -0.000009 -0.000013 | 3.71799 3.719092 3.723581 3.736725 3.767035 3.825021 3.920383 4.059091 | 100.0 | 0.000113 | 121.221513 |
| 2000-01-04 03:30:00 | 100.00009 | 100.008292 100.066849 100.307529 101.019358 102.683904 105.934832 111.446416 119.807924 | 119.807924 | 0.0 0.0 0.0 -0.000001 -0.000003 -0.000005 -0.000008 -0.000012 | 3.717968 3.718931 3.722918 3.734767 3.762482 3.816222 3.905721 4.03739 | 100.0 | 0.00009 | 119.807924 |
| 2000-01-04 04:00:00 | 100.000072 | 100.007101 100.058262 100.271938 100.913162 102.432937 105.43796 110.588923 118.477595 | 118.477595 | 0.0 0.0 0.0 -0.000001 -0.000002 -0.000005 -0.000008 -0.000011 | 3.717948 3.71879 3.722329 3.733003 3.758322 3.808077 3.891982 4.016837 | 100.0 | 0.000072 | 118.477595 |
| 2000-01-04 04:30:00 | 100.000057 | 100.00608 100.050762 100.240352 100.817557 102.204024 104.979386 109.789364 117.22638 | 117.22638 | 0.0 0.0 0.0 -0.000001 -0.000002 -0.000004 -0.000007 -0.000011 | 3.717932 3.718666 3.721806 3.731414 3.754524 3.800542 3.879121 3.997391 | 100.0 | 0.000057 | 117.22638 |
| 2000-01-04 05:00:00 | 100.000046 | 100.005206 100.044213 100.212337 100.731546 101.995385 104.556481 109.044354 116.050297 | 116.050297 | 0.0 0.0 0.0 -0.000001 -0.000002 -0.000004 -0.000007 -0.00001 | 3.717917 3.718559 3.721342 3.729985 3.751059 3.79358 3.867094 3.979009 | 100.0 | 0.000046 | 116.050297 |
| 2000-01-04 05:30:00 | 100.000036 | 100.004456 100.038496 100.187502 100.65422 101.805366 104.166766 108.350666 114.945523 | 114.945523 | 0.0 0.0 0.0 -0.000001 -0.000002 -0.000004 -0.000006 -0.00001 | 3.717905 3.718465 3.720931 3.728699 3.747901 3.787152 3.855856 3.961648 | 100.0 | 0.000036 | 114.945523 |
| 2000-01-04 06:00:00 | 100.000029 | 100.003815 100.033509 100.165499 100.584747 101.632435 103.807909 107.705226 113.908391 | 113.908391 | 0.0 0.0 0.0 -0.000001 -0.000002 -0.000003 -0.000006 -0.000009 | 3.717895 3.718383 3.720567 3.727545 3.745026 3.781224 3.845368 3.945269 | 100.0 | 0.000029 | 113.908391 |
| 2000-01-04 06:30:00 | 100.000023 | 100.003265 100.029159 100.146014 100.522371 101.475169 103.477716 107.10511 112.935381 | 112.935381 | 0.0 0.0 0.0 -0.000001 -0.000001 -0.000003 -0.000005 -0.000009 | 3.717886 3.718311 3.720245 3.726508 3.742409 3.775761 3.835587 3.929829 | 100.0 | 0.000023 | 112.935381 |
| 2000-01-04 07:00:00 | 100.000018 | 100.002794 100.025367 100.128769 100.466403 101.332254 103.174125 106.547539 112.023122 | 112.023122 | 0.0 0.0 0.0 -0.000001 -0.000001 -0.000003 -0.000005 -0.000008 | 3.717878 3.718249 3.71996 3.725578 3.74003 3.770731 3.826475 3.915288 | 100.0 | 0.000018 | 112.023122 |
| 2000-01-04 07:30:00 | 100.000014 | 100.002391 100.022061 100.113513 100.416215 101.202471 102.895201 106.029872 111.168379 | 111.168379 | 0.0 0.0 0.0 0.0 -0.000001 -0.000003 -0.000005 -0.000008 | 3.717872 3.718195 3.719707 3.724743 3.737869 3.766104 3.817993 3.901607 | 100.0 | 0.000014 | 111.168379 |
| 2000-01-04 08:00:00 | 100.000011 | 100.002046 100.019182 100.100024 100.371239 101.084697 102.639129 105.5496 110.368056 | 110.368056 | 0.0 0.0 0.0 0.0 -0.000001 -0.000002 -0.000004 -0.000007 | 3.717866 3.718147 3.719484 3.723996 3.735907 3.761852 3.810106 3.888746 | 100.0 | 0.000011 | 110.368056 |
| 2000-01-04 08:30:00 | 100.000009 | 100.001751 100.016673 100.088104 100.330958 100.977896 102.404211 105.104346 109.619187 | 109.619187 | 0.0 0.0 0.0 0.0 -0.000001 -0.000002 -0.000004 -0.000007 | 3.717861 3.718106 3.719287 3.723326 3.734128 3.757947 3.802779 3.876668 | 100.0 | 0.000009 | 109.619187 |
| 2000-01-04 09:00:00 | 100.000007 | 100.001498 100.014489 100.077573 100.294904 100.88111 102.188856 104.691855 108.918936 | 108.918936 | 0.0 0.0 0.0 0.0 -0.000001 -0.000002 -0.000004 -0.000006 | 3.717857 3.71807 3.719113 3.722727 3.732515 3.754364 3.795978 3.865335 | 100.0 | 0.000007 | 108.918936 |
| 2000-01-04 09:30:00 | 100.000006 | 100.001282 100.012588 100.068276 100.26265 100.79346 101.991578 104.309994 108.264589 | 108.264589 | 0.0 0.0 0.0 0.0 -0.000001 -0.000002 -0.000004 -0.000006 | 3.717854 3.718039 3.71896 3.722191 3.731054 3.75108 3.78967 3.85471 | 100.0 | 0.000006 | 108.264589 |
| 2000-01-04 10:00:00 | 100.000004 | 100.001096 100.010934 100.060071 100.233814 100.714136 101.810989 103.956743 107.653553 | 107.653553 | 0.0 0.0 0.0 0.0 -0.000001 -0.000002 -0.000003 -0.000006 | 3.717851 3.718012 3.718824 3.721712 3.729731 3.748071 3.783826 3.84476 | 100.0 | 0.000004 | 107.653553 |
| 2000-01-04 10:30:00 | 100.000004 | 100.000938 100.009495 100.052832 100.208048 100.642394 101.645795 103.630195 107.083352 | 107.083352 | 0.0 0.0 0.0 0.0 -0.000001 -0.000002 -0.000003 -0.000005 | 3.717848 3.717988 3.718704 3.721284 3.728535 3.745317 3.778415 3.835448 | 100.0 | 0.000004 | 107.083352 |
| 2000-01-04 11:00:00 | 100.000003 | 100.000802 100.008243 100.04645 100.185036 100.577551 101.494788 103.328547 106.551622 | 106.551622 | 0.0 0.0 0.0 0.0 -0.000001 -0.000001 -0.000003 -0.000005 | 3.717846 3.717968 3.718599 3.720902 3.727454 3.742799 3.77341 3.826742 | 100.0 | 0.000003 | 106.551622 |
| 2000-01-04 11:30:00 | 100.000002 | 100.000686 100.007155 100.040824 100.164497 100.51898 101.356848 103.0501 106.056109 | 106.056109 | 0.0 0.0 0.0 0.0 -0.000001 -0.000001 -0.000003 -0.000005 | 3.717844 3.71795 3.718506 3.720561 3.726477 3.740497 3.768784 3.818609 | 100.0 | 0.000002 | 106.056109 |
| 2000-01-04 12:00:00 | 100.000002 | 100.000587 100.006209 100.035867 100.146173 100.466109 101.230929 102.793252 105.594666 | 105.594666 | 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000002 -0.000004 | 3.717842 3.717935 3.718424 3.720256 3.725596 3.738395 3.764512 3.811019 | 100.0 | 0.000002 | 105.594666 |
| 2000-01-04 12:30:00 | 100.000001 | 100.000502 100.005387 100.031502 100.129835 100.41841 101.116062 102.556495 105.165246 | 105.165246 | 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000002 -0.000004 | 3.717841 3.717921 3.718352 3.719985 3.724801 3.736477 3.760571 3.803941 | 100.0 | 0.000001 | 105.165246 |
| 2000-01-04 13:00:00 | 100.000001 | 100.000429 100.004673 100.027659 100.115275 100.375405 101.011348 102.338412 104.765905 | 104.765905 | 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000002 -0.000004 | 3.71784 3.717909 3.718289 3.719743 3.724084 3.734727 3.756937 3.797347 | 100.0 | 0.000001 | 104.765905 |
| 2000-01-04 13:30:00 | 100.000001 | 100.000367 100.004052 100.024277 100.102305 100.336655 100.915951 102.137669 104.394791 | 104.394791 | 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000002 -0.000003 | 3.717839 3.717899 3.718233 3.719528 3.723438 3.733134 3.753589 3.791208 | 100.0 | 0.000001 | 104.394791 |
| 2000-01-04 14:00:00 | 100.000001 | 100.000314 100.003514 100.021302 100.090757 100.301758 100.8291 101.953016 104.050148 | 104.050148 | 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000002 -0.000003 | 3.717838 3.71789 3.718184 3.719337 3.722856 3.731682 3.750508 3.785497 | 100.0 | 0.000001 | 104.050148 |
| 2000-01-04 14:30:00 | 100.000001 | 100.000269 100.003046 100.018686 100.080481 100.270349 100.750081 101.783279 103.730309 | 103.730309 | 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000002 -0.000003 | 3.717837 3.717883 3.718141 3.719166 3.722332 3.730362 3.747673 3.78019 | 100.0 | 0.000001 | 103.730309 |
| 2000-01-04 15:00:00 | 100.0 | 100.00023 100.00264 100.016386 100.071341 100.242097 100.678232 101.62736 103.433692 | 103.433692 | 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000001 -0.000003 | 3.717837 3.717876 3.718103 3.719014 3.721861 3.729161 3.745068 3.775261 | 100.0 | 0.0 | 103.433692 |
| 2000-01-04 15:30:00 | 100.0 | 100.000196 100.002288 100.014365 100.063214 100.216696 100.612945 101.48423 103.1588 | 103.1588 | 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000001 -0.000003 | 3.717836 3.71787 3.718069 3.71888 3.721438 3.72807 3.742676 3.770688 | 100.0 | 0.0 | 103.1588 |
| 2000-01-04 16:00:00 | 100.0 | 100.000168 100.001982 100.01259 100.055992 100.193873 100.553656 101.352929 102.904216 | 102.904216 | 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000001 -0.000002 | 3.717835 3.717865 3.71804 3.71876 3.721058 3.727079 3.74048 3.766448 | 100.0 | 0.0 | 102.904216 |
| 2000-01-04 16:30:00 | 100.0 | 100.000144 100.001717 100.011031 100.049577 100.173376 100.499847 101.232558 102.6686 | 102.6686 | 0.0 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000002 | 3.717835 3.717861 3.718014 3.718653 3.720716 3.726179 3.738466 3.76252 | 100.0 | 0.0 | 102.6686 |
| 2000-01-04 17:00:00 | 100.0 | 100.000123 100.001488 100.009662 100.04388 100.154978 100.451041 101.12228 102.450686 | 102.450686 | 0.0 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000002 | 3.717835 3.717857 3.717992 3.718559 3.72041 3.725363 3.73662 3.758884 | 100.0 | 0.0 | 102.450686 |
| 2000-01-04 17:30:00 | 100.0 | 100.000105 100.001288 100.008461 100.038825 100.138473 100.406799 101.021313 102.249279 | 102.249279 | 0.0 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000002 | 3.717834 3.717854 3.717972 3.718475 3.720135 3.724624 3.73493 3.755521 | 100.0 | 0.0 | 102.249279 |
| 2000-01-04 18:00:00 | 100.0 | 100.00009 100.001115 100.007408 100.03434 100.123673 100.366718 100.928932 102.063254 | 102.063254 | 0.0 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000002 | 3.717834 3.717851 3.717955 3.718401 3.719889 3.723954 3.733384 3.752412 | 100.0 | 0.0 | 102.063254 |
| 2000-01-04 18:30:00 | 100.0 | 100.000077 100.000966 100.006483 100.030362 100.110409 100.330427 100.844458 101.89155 | 101.89155 | 0.0 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000002 | 3.717834 3.717849 3.717939 3.718335 3.719668 3.723347 3.731969 3.74954 | 100.0 | 0.0 | 101.89155 |
| 2000-01-04 19:00:00 | 100.0 | 100.000066 100.000836 100.005673 100.026837 100.098526 100.297587 100.767264 101.733168 | 101.733168 | 0.0 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000001 | 3.717834 3.717846 3.717926 3.718277 3.71947 3.722798 3.730676 3.74689 | 100.0 | 0.0 | 101.733168 |
| 2000-01-04 19:30:00 | 100.0 | 100.000056 100.000723 100.004963 100.023712 100.087888 100.267885 100.696765 101.58717 | 101.58717 | 0.0 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000001 | 3.717834 3.717845 3.717914 3.718225 3.719293 3.722302 3.729495 3.744446 | 100.0 | 0.0 | 101.58717 |
| 2000-01-04 20:00:00 | 100.0 | 100.000048 100.000626 100.00434 100.020945 100.078366 100.241037 100.632421 101.452676 | 101.452676 | 0.0 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000001 | 3.717834 3.717843 3.717904 3.718179 3.719135 3.721854 3.728418 3.742193 | 100.0 | 0.0 | 101.452676 |
| 2000-01-04 20:30:00 | 100.0 | 100.000041 100.000542 100.003795 100.018495 100.069849 100.216781 100.573729 101.328858 | 101.328858 | 0.0 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000001 | 3.717833 3.717842 3.717895 3.718139 3.718993 3.721448 3.727434 3.740118 | 100.0 | 0.0 | 101.328858 |
| 2000-01-04 21:00:00 | 100.0 | 100.000035 100.000469 100.003318 100.016326 100.062234 100.194879 100.520224 101.214941 | 101.214941 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.000001 | 3.717833 3.71784 3.717887 3.718103 3.718866 3.721083 3.726538 3.738209 | 100.0 | 0.0 | 101.214941 |
| 2000-01-04 21:30:00 | 100.0 | 100.00003 100.000405 100.0029 100.014407 100.055428 100.175113 100.471477 101.1102 | 101.1102 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.000001 | 3.717833 3.717839 3.71788 3.718071 3.718753 3.720752 3.725721 3.736453 | 100.0 | 0.0 | 101.1102 |
| 2000-01-04 22:00:00 | 100.0 | 100.000026 100.000351 100.002534 100.01271 100.049348 100.157283 100.42709 101.013955 | 101.013955 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.000001 | 3.717833 3.717838 3.717874 3.718043 3.718652 3.720455 3.724978 3.734839 | 100.0 | 0.0 | 101.013955 |
| 2000-01-04 22:30:00 | 100.0 | 100.000022 100.000303 100.002213 100.011209 100.043918 100.141209 100.386697 100.925573 | 100.925573 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.000001 | 3.717833 3.717838 3.717869 3.718018 3.718562 3.720186 3.724301 3.733356 | 100.0 | 0.0 | 100.925573 |
| 2000-01-04 23:00:00 | 100.0 | 100.000019 100.000262 100.001933 100.009883 100.039072 100.126724 100.349958 100.84446 | 100.84446 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.000001 | 3.717833 3.717837 3.717865 3.717996 3.718481 3.719945 3.723686 3.731995 | 100.0 | 0.0 | 100.84446 |
| 2000-01-04 23:30:00 | 100.0 | 100.000016 100.000227 100.001688 100.008711 100.034749 100.113677 100.316562 100.770063 | 100.770063 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 -0.000001 | 3.717833 3.717836 3.717861 3.717977 3.718409 3.719727 3.723127 3.730747 | 100.0 | 0.0 | 100.770063 |
.. _lstream_v001_overbank_flow:
overbank flow
_____________
In the above example, water flows in the main channel only. Next, we
set the height of the main channel to 6 m:
>>> hm(6.0)
>>> parameters.update()
Now the calculated flood wave shows a considerable increase in translation
and retention. Inspecting the time series of the stages reveals that this
effect is actually due to the (originally discontinuous) transition from
pure channel flow to a mixture of channel and overbank flow, where
additional storage capacities come into play:
.. integration-test::
>>> test("lstream_v001_overbank_flow")
| date | qz | qg | qa | dh | h | input1 | input2 | output |
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| 2000-01-01 00:00:00 | 100.0 | 100.0 100.0 100.0 100.0 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.0 | 100.0 |
| 2000-01-01 00:30:00 | 100.0 | 100.0 100.0 100.0 100.0 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.0 | 100.0 |
| 2000-01-01 01:00:00 | 100.0 | 100.0 100.0 100.0 100.0 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.0 | 100.0 |
| 2000-01-01 01:30:00 | 100.0 | 100.0 100.0 100.0 100.0 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.0 | 100.0 |
| 2000-01-01 02:00:00 | 100.0 | 100.0 100.0 100.0 100.0 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.0 | 100.0 |
| 2000-01-01 02:30:00 | 100.0 | 100.0 100.0 100.0 100.0 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.0 | 100.0 |
| 2000-01-01 03:00:00 | 100.000003 | 100.0 100.0 100.0 100.0 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.000003 | 100.0 |
| 2000-01-01 03:30:00 | 100.000029 | 100.000003 100.0 100.0 100.0 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.000029 | 100.0 |
| 2000-01-01 04:00:00 | 100.000175 | 100.000017 100.000001 100.0 100.0 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.000175 | 100.0 |
| 2000-01-01 04:30:00 | 100.000826 | 100.000089 100.000008 100.0 100.0 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717835 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.000826 | 100.0 |
| 2000-01-01 05:00:00 | 100.003194 | 100.000372 100.000037 100.000003 100.0 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717843 3.717834 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.003194 | 100.0 |
| 2000-01-01 05:30:00 | 100.010515 | 100.001326 100.000144 100.000014 100.000001 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717868 3.717837 3.717833 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.010515 | 100.0 |
| 2000-01-01 06:00:00 | 100.030315 | 100.004133 100.000492 100.000054 100.000006 100.0 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.717941 3.717847 3.717834 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.030315 | 100.0 |
| 2000-01-01 06:30:00 | 100.078179 | 100.011493 100.001492 100.00018 100.00002 100.000002 100.0 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.718125 3.717875 3.717838 3.717833 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.078179 | 100.0 |
| 2000-01-01 07:00:00 | 100.183351 | 100.028995 100.004079 100.000535 100.000066 100.000007 100.000001 100.0 100.0 | 100.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.718551 3.717944 3.717848 3.717835 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.183351 | 100.0 |
| 2000-01-01 07:30:00 | 100.396214 | 100.067234 100.010209 100.001444 100.000192 100.000024 100.000003 100.0 100.0 | 100.0 | 0.000001 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.719458 3.718101 3.717872 3.717838 3.717833 3.717833 3.717833 3.717833 | 100.0 | 0.396214 | 100.0 |
| 2000-01-01 08:00:00 | 100.797305 | 100.144828 100.023644 100.003593 100.000512 100.000069 100.000009 100.000001 100.0 | 100.0 | 0.000001 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.721258 3.718435 3.717927 3.717847 3.717835 3.717833 3.717833 3.717833 | 100.0 | 0.797305 | 100.0 |
| 2000-01-01 08:30:00 | 101.507032 | 100.292378 100.051143 100.00832 100.001268 100.000182 100.000024 100.000003 100.0 | 100.0 | 0.000002 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.724607 3.719101 3.718046 3.717866 3.717838 3.717833 3.717833 3.717833 | 100.0 | 1.507032 | 100.0 |
| 2000-01-01 09:00:00 | 102.694853 | 100.557256 100.10411 100.018071 100.002935 100.000448 100.000064 100.000009 100.000001 | 100.000001 | 0.000003 0.000001 0.0 0.0 0.0 0.0 0.0 0.0 | 3.730495 3.720351 3.718283 3.717908 3.717845 3.717835 3.717833 3.717833 | 100.0 | 2.694853 | 100.000001 |
| 2000-01-01 09:30:00 | 104.586356 | 101.008966 100.200763 100.037071 100.006398 100.001037 100.000159 100.000023 100.000003 | 100.000003 | 0.000005 0.000001 0.0 0.0 0.0 0.0 0.0 0.0 | 3.740335 3.72258 3.718735 3.717993 3.717859 3.717837 3.717833 3.717833 | 100.0 | 4.586356 | 100.000003 |
| 2000-01-01 10:00:00 | 107.466641 | 101.744688 100.368788 100.072246 100.013214 100.002269 100.000367 100.000056 100.000008 | 100.000008 | 0.000009 0.000002 0.0 0.0 0.0 0.0 0.0 0.0 | 3.756035 3.726372 3.719553 3.718155 3.71789 3.717842 3.717834 3.717833 | 100.0 | 7.466641 | 100.000008 |
| 2000-01-01 10:30:00 | 111.678559 | 102.894484 100.648428 100.134433 100.025995 100.004715 100.000805 100.00013 100.00002 | 100.00002 | 0.000013 0.000003 0.000001 0.0 0.0 0.0 0.0 0.0 | 3.780046 3.732557 3.720971 3.718455 3.717948 3.717853 3.717836 3.717833 | 100.0 | 11.678559 | 100.00002 |
| 2000-01-01 11:00:00 | 117.614836 | 104.625672 101.095905 100.239895 100.048929 100.009353 100.001683 100.000286 100.000046 | 100.000046 | 0.00002 0.000005 0.000001 0.0 0.0 0.0 0.0 0.0 | 3.815353 3.742262 3.723331 3.718982 3.718057 3.717874 3.71784 3.717834 | 100.0 | 17.614836 | 100.000046 |
| 2000-01-01 11:30:00 | 125.703736 | 107.145873 101.786998 100.412139 100.088474 100.017786 100.003365 100.000601 100.000102 | 100.000102 | 0.000028 0.000008 0.000002 0.0 0.0 0.0 0.0 0.0 | 3.865393 3.756962 3.72712 3.719875 3.718253 3.717914 3.717848 3.717835 | 100.0 | 25.703736 | 100.000102 |
| 2000-01-01 12:00:00 | 136.388647 | 110.704308 102.82069 100.683991 100.154245 100.032544 100.006459 100.00121 100.000215 | 100.000215 | 0.000038 0.000012 0.000003 0.000001 0.0 0.0 0.0 0.0 | 3.933889 3.778513 3.733003 3.721336 3.718588 3.717986 3.717862 3.717838 | 100.0 | 36.388647 | 100.000215 |
| 2000-01-01 12:30:00 | 150.102726 | 115.590949 104.322601 101.100048 100.260049 100.057487 100.011946 100.002343 100.000435 | 100.000435 | 0.00005 0.000017 0.000005 0.000001 0.0 0.0 0.0 0.0 | 4.024589 3.809164 3.741863 3.723652 3.719147 3.718112 3.717889 3.717843 | 100.0 | 50.102726 | 100.000435 |
| 2000-01-01 13:00:00 | 167.240349 | 122.132947 106.448326 101.71915 100.425246 100.098313 100.021356 100.004377 100.00085 | 100.00085 | 0.000065 0.000024 0.000007 0.000002 0.000001 0.0 0.0 0.0 | 4.140938 3.851536 3.754839 3.727218 3.720049 3.718324 3.717935 3.717853 | 100.0 | 67.240349 | 100.00085 |
| 2000-01-01 13:30:00 | 188.127569 | 130.687737 109.386166 102.617261 100.676215 100.163208 100.036998 100.007911 100.001601 | 100.001601 | 0.00008 0.000032 0.00001 0.000003 0.000001 0.0 0.0 0.0 | 4.285711 3.908551 3.773355 3.732562 3.721464 3.718672 3.718016 3.71787 | 100.0 | 88.127569 | 100.001601 |
| 2000-01-01 14:00:00 | 212.993962 | 141.631926 113.359162 103.890442 101.048112 100.263642 100.06227 100.013869 100.002924 | 100.002924 | 0.000097 0.000042 0.000014 0.000004 0.000001 0.0 0.0 0.0 | 4.460677 3.983309 3.799148 3.740378 3.723627 3.719228 3.718149 3.717901 | 100.0 | 112.993962 | 100.002924 |
| 2000-01-01 14:30:00 | 241.948195 | 155.345173 118.62584 105.657958 101.586862 100.415315 100.102044 100.023639 100.005182 | 100.005182 | 0.000114 0.000053 0.00002 0.000006 0.000002 0.0 0.0 0.0 | 4.666348 4.078907 3.834271 3.751553 3.726856 3.720092 3.718366 3.717952 | 100.0 | 141.948195 | 100.005182 |
| 2000-01-01 15:00:00 | 274.95935 | 172.188724 125.478902 108.065412 102.351411 100.639301 100.163151 100.039254 100.008935 | 100.008935 | 0.000131 0.000066 0.000026 0.000009 0.000003 0.000001 0.0 0.0 | 4.901846 4.198196 3.881074 3.767198 3.731571 3.721405 3.718708 3.718035 | 100.0 | 174.95935 | 100.008935 |
| 2000-01-01 15:30:00 | 311.845554 | 192.479101 134.240813 111.287675 103.416239 100.96338 100.25498 100.063624 100.01502 | 100.01502 | 0.000146 0.000081 0.000034 0.000012 0.000004 0.000001 0.0 0.0 | 5.164937 4.343518 3.942151 3.788674 3.738318 3.723359 3.719235 3.718169 | 100.0 | 211.845554 | 100.01502 |
| 2000-01-01 16:00:00 | 352.270855 | 216.458338 145.255128 115.53123 104.874124 101.423603 100.390198 100.100837 100.024655 | 100.024655 | 0.00016 0.000096 0.000043 0.000016 0.000005 0.000002 0.0 0.0 | 5.452163 4.516424 4.020241 3.817612 3.747795 3.726207 3.720034 3.71838 | 100.0 | 252.270855 | 100.024655 |
| 2000-01-01 16:30:00 | 395.750601 | 244.213717 158.873023 121.034838 106.839105 102.066103 100.585624 100.156526 100.039587 | 100.039587 | 0.000169 0.000112 0.000054 0.000021 0.000007 0.000002 0.000001 0.0 | 5.756641 4.717327 4.118078 3.855916 3.760875 3.730285 3.721217 3.718702 | 100.0 | 295.750601 | 100.039587 |
| 2000-01-01 17:00:00 | 441.664962 | 272.63583 175.262862 128.065162 109.449125 102.949168 100.86327 100.238325 100.062271 | 100.062271 | 0.00013 0.000123 0.000066 0.000028 0.00001 0.000003 0.000001 0.0 | 5.990478 4.938905 4.237778 3.905735 3.778637 3.736024 3.722941 3.719188 | 100.0 | 341.664962 | 100.062271 |
| 2000-01-01 17:30:00 | 489.279607 | 292.218408 193.320548 136.803161 112.863013 104.145265 101.251563 100.356425 100.096093 | 100.096093 | 0.000073 0.000121 0.000078 0.000035 0.000013 0.000004 0.000001 0.0 | 6.121346 5.156406 4.377907 3.969136 3.802366 3.743976 3.725408 3.719906 | 100.0 | 389.279607 | 100.096093 |
| 2000-01-01 18:00:00 | 537.77215 | 309.172032 211.666167 147.176524 117.230213 105.740646 101.786585 100.524246 100.145665 | 100.145665 | 0.000068 0.000115 0.000087 0.000043 0.000017 0.000006 0.000002 0.000001 | 6.243952 5.3641 4.533829 4.047423 3.833477 3.754823 3.728886 3.720951 | 100.0 | 437.77215 | 100.145665 |
| 2000-01-01 18:30:00 | 586.262607 | 328.410593 230.316165 159.028651 122.665656 107.83042 102.512773 100.759155 100.217164 | 100.217164 | 0.000074 0.000113 0.000093 0.000052 0.000022 0.000008 0.000003 0.000001 | 6.376601 5.566787 4.701626 4.141025 3.873382 3.769375 3.733713 3.722445 | 100.0 | 486.262607 | 100.217164 |
| 2000-01-01 19:00:00 | 633.846018 | 350.729287 249.62895 172.258595 129.254094 110.513135 103.482791 101.08314 100.318735 | 100.318735 | 0.00008 0.000111 0.000098 0.00006 0.000028 0.000011 0.000004 0.000001 | 6.520236 5.766865 4.878748 4.249756 3.923373 3.788553 3.740311 3.724553 | 100.0 | 533.846018 | 100.318735 |
| 2000-01-01 19:30:00 | 679.625318 | 376.060385 268.699812 186.759615 137.062073 113.887579 104.756869 101.52334 100.460925 | 100.460925 | 0.000085 0.000093 0.000101 0.000068 0.000034 0.000014 0.000005 0.000002 | 6.672591 5.9344 5.061121 4.372902 3.98456 3.813356 3.749189 3.72748 | 100.0 | 579.625318 | 100.460925 |
| 2000-01-01 20:00:00 | 722.742733 | 404.090558 283.436832 201.967952 146.102396 118.049454 106.401946 102.112426 100.657124 | 100.657124 | 0.000088 0.000059 0.000098 0.000075 0.000041 0.000017 0.000007 0.000002 | 6.8308 6.039798 5.237552 4.50832 4.057727 3.844829 3.760943 3.731487 | 100.0 | 622.742733 | 100.657124 |
| 2000-01-01 20:30:00 | 762.408181 | 434.375816 294.99175 217.011322 156.259482 123.077281 108.489835 102.888778 100.923993 | 100.923993 | 0.000089 0.000047 0.000091 0.00008 0.000047 0.000022 0.000009 0.000003 | 6.991893 6.125119 5.402199 4.6522 4.143046 3.883987 3.776252 3.736893 | 100.0 | 662.408181 | 100.923993 |
| 2000-01-01 21:00:00 | 797.923464 | 466.373269 306.759263 231.672705 167.333507 129.017221 111.093374 103.89628 101.281819 | 101.281819 | 0.000089 0.000048 0.000086 0.000083 0.000054 0.000027 0.000011 0.000004 | 7.152944 6.211367 5.557026 4.800995 4.23999 3.931715 3.795858 3.744077 | 100.0 | 697.923464 | 101.281819 |
| 2000-01-01 21:30:00 | 828.701418 | 499.463162 320.029092 246.122381 179.154572 135.881286 114.28084 105.183429 101.754887 | 101.754887 | 0.000088 0.000052 0.000082 0.000084 0.00006 0.000032 0.000014 0.000005 | 7.311167 6.304526 5.70523 4.952225 4.347542 3.988681 3.820537 3.753483 | 100.0 | 728.701418 | 101.754887 |
| 2000-01-01 22:00:00 | 854.27953 | 532.980419 335.198723 260.407919 191.590019 143.659125 118.114356 106.802242 102.371345 | 102.371345 | 0.000085 0.000056 0.000077 0.000084 0.000065 0.000037 0.000017 0.000007 | 7.463989 6.405685 5.843303 5.104025 4.464408 4.055295 3.851066 3.765614 | 100.0 | 754.27953 | 102.371345 |
| 2000-01-01 22:30:00 | 874.327871 | 566.238625 352.333812 273.313709 204.433753 152.318308 122.645962 108.806751 103.163362 | 103.163362 | 0.000081 0.00006 0.00006 0.000083 0.000069 0.000042 0.000021 0.000009 | 7.6091 6.514106 5.950507 5.252547 4.588932 4.131685 3.888179 3.781025 | 100.0 | 774.327871 | 103.163362 |
| 2000-01-01 23:00:00 | 888.651531 | 598.561152 371.338346 283.390492 217.222761 161.772527 127.914629 111.251431 104.166756 | 104.166756 | 0.000075 0.000063 0.000042 0.000078 0.000072 0.000048 0.000025 0.000011 | 7.744491 6.628348 6.026871 5.392202 4.718686 4.217603 3.932529 3.800308 | 100.0 | 788.651531 | 104.166756 |
| 2000-01-01 23:30:00 | 897.187983 | 629.312807 392.017662 291.940809 229.543675 171.866177 133.936719 114.188929 105.42057 | 105.42057 | 0.000069 0.000066 0.000036 0.000072 0.000073 0.000053 0.000029 0.000013 | 7.868461 6.746688 6.091889 5.521313 4.85084 4.312344 3.984625 3.824077 | 100.0 | 797.187983 | 105.42057 |
| 2000-01-02 00:00:00 | 900.0 | 657.931356 414.105621 300.528344 241.320749 182.420812 140.70005 117.666092 106.966171 | 106.966171 | 0.000062 0.000067 0.000036 0.000067 0.000073 0.000057 0.000033 0.000016 | 7.979382 6.867287 6.156081 5.641375 4.983015 4.414804 4.044771 3.852938 | 100.0 | 800.0 | 106.966171 |
| 2000-01-02 00:30:00 | 897.264896 | 683.800116 437.274323 309.904768 252.648729 193.28471 148.168137 121.721368 108.846105 | 108.846105 | 0.000053 0.000067 0.000038 0.000062 0.000073 0.00006 0.000038 0.000019 | 8.074798 6.988217 6.223853 5.753774 5.11356 4.523642 4.113034 3.887463 | 100.0 | 797.264896 | 108.846105 |
| 2000-01-02 01:00:00 | 889.260928 | 706.117996 461.118734 320.414446 263.446405 204.32652 156.28621 126.382714 111.102919 | 111.102919 | 0.000044 0.000066 0.000041 0.000056 0.000071 0.000063 0.000042 0.000023 | 8.153161 7.107423 6.296837 5.855172 5.241054 4.637412 4.189233 3.92815 | 100.0 | 789.260928 | 111.102919 |
| 2000-01-02 01:30:00 | 876.351729 | 724.523813 485.183197 332.1892 273.035415 215.367983 164.981658 131.665314 113.777303 | 113.777303 | 0.000035 0.000064 0.000044 0.000045 0.000068 0.000065 0.000047 0.000026 | 8.215467 7.22296 6.375244 5.936548 5.363133 4.754514 4.272944 3.975399 | 100.0 | 776.351729 | 113.777303 |
| 2000-01-02 02:00:00 | 858.969595 | 739.128312 509.016553 345.235399 280.88542 226.125872 174.150721 137.569761 116.906765 | 116.906765 | 0.000026 0.000061 0.000046 0.000035 0.000063 0.000066 0.00005 0.00003 | 8.2631 7.333207 6.458539 5.998868 5.477061 4.873055 4.363482 4.029474 | 100.0 | 758.969595 | 116.906765 |
| 2000-01-02 02:30:00 | 837.5984 | 750.094402 532.205678 359.480678 287.62884 236.370851 183.653443 144.077287 120.523174 | 120.523174 | 0.000019 0.000058 0.000048 0.000029 0.000058 0.000066 0.000054 0.000034 | 8.297094 7.436861 6.545811 6.051584 5.581944 4.991078 4.459883 4.090478 | 100.0 | 737.5984 | 120.523174 |
| 2000-01-02 03:00:00 | 812.756821 | 757.553788 554.3792 374.798599 294.125932 246.038996 193.34492 151.148379 124.650906 | 124.650906 | 0.000012 0.000053 0.00005 0.000028 0.000054 0.000064 0.000056 0.000038 | 8.31822 7.532881 6.635974 6.101465 5.67848 5.106942 4.560979 4.158318 | 100.0 | 712.756821 | 124.650906 |
| 2000-01-02 03:30:00 | 784.982427 | 761.62197 575.209049 391.022834 300.912965 255.155069 203.097074 158.725685 129.304279 | 129.304279 | 0.000005 0.000049 0.000051 0.000028 0.000049 0.000063 0.000058 0.000041 | 8.327088 7.620452 6.727865 6.152144 5.767252 5.219446 4.665498 4.232705 | 100.0 | 684.982427 | 129.304279 |
| 2000-01-02 04:00:00 | 754.817086 | 762.41403 594.411747 407.954774 308.292596 263.658776 212.79458 166.738791 134.486649 | 134.486649 | -0.000002 0.000044 0.000051 0.00003 0.000044 0.00006 0.000059 0.000045 | 8.324208 7.698949 6.820297 6.205498 5.846671 5.327578 4.772143 4.313155 | 100.0 | 654.817086 | 134.486649 |
| 2000-01-02 04:30:00 | 722.79402 | 760.052079 611.748125 425.373165 316.43206 271.256554 222.308922 175.10569 140.189051 | 140.189051 | -0.000008 0.000038 0.000051 0.000032 0.000037 0.000057 0.00006 0.000048 | 8.310022 7.767912 6.912106 6.262388 5.913165 5.430035 4.879595 4.399014 | 100.0 | 622.79402 | 140.189051 |
| 2000-01-02 05:00:00 | 689.426711 | 754.66807 627.023793 443.040348 325.409359 277.718919 231.474917 183.729079 146.389666 | 146.389666 | -0.000014 0.000033 0.00005 0.000034 0.00003 0.000053 0.000059 0.00005 | 8.284917 7.827022 7.002176 6.32302 5.966717 5.525425 4.986471 4.489469 | 100.0 | 589.426711 | 146.389666 |
| 2000-01-02 05:30:00 | 655.199767 | 746.402837 640.087605 460.709613 335.240032 283.29387 240.150529 192.496131 153.052362 | 153.052362 | -0.00002 0.000027 0.000048 0.000036 0.000025 0.000049 0.000058 0.000052 | 8.24923 7.876075 7.089466 6.387185 6.011755 5.613121 5.091415 4.583562 | 100.0 | 555.199767 | 153.052362 |
| 2000-01-02 06:00:00 | 620.561767 | 735.403102 650.824716 478.134305 345.893744 288.457655 248.275378 201.291298 160.126424 | 160.126424 | -0.000026 0.000022 0.000046 0.000037 0.000023 0.000045 0.000057 0.000054 | 8.203242 7.914965 7.173019 6.454416 6.05269 5.693327 5.193272 4.680232 | 100.0 | 520.561767 | 160.126424 |
| 2000-01-02 06:30:00 | 585.920022 | 721.816708 659.154206 495.070989 357.305929 293.594961 255.841873 210.009893 167.549028 | 167.549028 | -0.000031 0.000016 0.000044 0.000039 0.000022 0.000041 0.000054 0.000055 | 8.147171 7.943679 7.251976 6.52409 6.092454 5.76632 5.291159 4.778387 | 100.0 | 485.920022 | 167.549028 |
| 2000-01-02 07:00:00 | 551.63713 | 705.796687 665.026469 511.28751 369.384644 298.96193 262.815 218.561222 175.248557 | 175.248557 | -0.000037 0.00001 0.000041 0.00004 0.000022 0.000036 0.000052 0.000055 | 8.081212 7.962298 7.325581 6.595493 6.132862 5.831591 5.384352 4.876954 | 100.0 | 451.63713 | 175.248557 |
| 2000-01-02 07:30:00 | 518.029154 | 687.556149 668.431339 526.565645 382.015704 304.72559 269.090723 226.850082 183.147191 | 183.147191 | -0.000042 0.000005 0.000038 0.00004 0.000023 0.000031 0.000049 0.000054 | 8.005924 7.971012 7.393183 6.667861 6.175021 5.887885 5.472129 4.974889 | 100.0 | 418.029154 | 183.147191 |
| 2000-01-02 08:00:00 | 485.365238 | 667.525856 669.405032 540.709525 395.066507 310.993158 274.573176 234.778744 191.16035 | 191.16035 | -0.000046 0.0 0.000034 0.00004 0.000025 0.000026 0.000045 0.000053 | 7.922959 7.970156 7.45425 6.74041 6.21955 5.935048 5.553774 5.07118 | 100.0 | 385.365238 | 191.16035 |
| 2000-01-02 08:30:00 | 453.86844 | 646.311029 668.047379 553.549354 408.390322 317.826153 279.352222 242.25863 199.198267 | 199.198267 | -0.000049 -0.000006 0.00003 0.00004 0.000026 0.000022 0.000042 0.000052 | 7.834357 7.96025 7.508374 6.812359 6.26671 5.975013 5.628873 5.164873 | 100.0 | 353.86844 | 199.198267 |
| 2000-01-02 09:00:00 | 423.717566 | 624.340072 664.511452 564.947083 421.830671 325.249679 283.673585 249.238384 207.17097 | 207.17097 | -0.000052 -0.00001 0.000026 0.000039 0.000028 0.00002 0.000038 0.00005 | 7.741395 7.941898 7.555284 6.882948 6.316497 6.010437 5.697422 5.255152 | 100.0 | 323.717566 | 207.17097 |
| 2000-01-02 09:30:00 | 395.049792 | 601.877496 658.9738 574.800826 435.226317 333.259005 287.793312 255.69884 214.996173 | 214.996173 | -0.000054 -0.000015 0.000022 0.000038 0.000029 0.000018 0.000035 0.000048 | 7.644967 7.915733 7.59483 6.951464 6.368711 6.043519 5.759555 5.341366 | 100.0 | 295.049792 | 214.996173 |
| 2000-01-02 10:00:00 | 367.963873 | 579.1579 651.628324 583.041234 448.41603 341.825247 291.912513 261.623035 222.600627 | 222.600627 | -0.000055 -0.000019 0.000018 0.000037 0.00003 0.000018 0.000031 0.000045 | 7.545875 7.882421 7.626978 7.017249 6.423014 6.07582 5.81519 5.423007 | 100.0 | 267.963873 | 222.600627 |
| 2000-01-02 10:30:00 | 342.523746 | 556.401302 642.676395 589.632821 461.243254 350.899794 296.177475 266.973003 229.918685 | 229.918685 | -0.000056 -0.000022 0.000014 0.000035 0.000031 0.000018 0.000027 0.000043 | 7.444867 7.842645 7.651795 7.079715 6.478979 6.108415 5.864015 5.499631 | 100.0 | 242.523746 | 229.918685 |
| 2000-01-02 11:00:00 | 318.762374 | 533.804667 632.321956 594.569202 473.56004 360.417991 300.693862 271.724261 236.883443 | 236.883443 | -0.000057 -0.000025 0.00001 0.000033 0.000032 0.000019 0.000023 0.00004 | 7.342626 7.797091 7.669433 7.138351 6.536123 6.142042 5.906052 5.570861 | 100.0 | 218.762374 | 236.883443 |
| 2000-01-02 11:30:00 | 296.68568 | 511.54026 620.762972 597.872051 485.230741 370.302105 305.537477 275.917053 243.439817 | 243.439817 | -0.000057 -0.000028 0.000006 0.00003 0.000032 0.00002 0.00002 0.000036 | 7.239778 7.746428 7.680119 7.192725 6.593931 6.177185 5.942206 5.636459 | 100.0 | 196.68568 | 243.439817 |
| 2000-01-02 12:00:00 | 276.276442 | 489.755626 608.189804 599.587077 496.134915 380.464165 310.759577 279.674323 249.550816 | 249.550816 | -0.000057 -0.000031 0.000002 0.000028 0.000032 0.000021 0.000018 0.000033 | 7.136885 7.691302 7.684132 7.242489 6.651877 6.214127 5.973993 5.696372 | 100.0 | 176.276442 | 249.550816 |
| 2000-01-02 12:30:00 | 257.498082 | 468.573324 594.788274 599.777781 506.168784 390.808398 316.390065 283.157664 255.195346 | 255.195346 | -0.000057 -0.000033 -0.000001 0.000025 0.000032 0.000022 0.000016 0.00003 | 7.034447 7.632338 7.681804 7.287377 6.709435 6.252982 6.002931 5.750679 | 100.0 | 157.498082 | 255.195346 |
| 2000-01-02 13:00:00 | 240.298231 | 448.093811 580.733192 598.525106 515.246911 401.233968 322.440109 286.512046 260.364696 | 260.364696 | -0.000056 -0.000035 -0.000005 0.000022 0.000031 0.000023 0.000015 0.000027 | 6.932902 7.570128 7.673501 7.327198 6.766096 6.293729 6.030257 5.799435 | 100.0 | 140.298231 | 260.364696 |
| 2000-01-02 13:30:00 | 224.612057 | 428.396886 566.187701 595.923017 523.302755 411.637656 328.90425 289.855105 265.048022 | 265.048022 | -0.000056 -0.000036 -0.000008 0.000019 0.000031 0.000024 0.000015 0.000024 | 6.83263 7.505233 7.659614 7.361838 6.821377 6.336232 6.056903 5.842662 | 100.0 | 124.612057 | 265.048022 |
| 2000-01-02 14:00:00 | 210.365288 | 409.543169 551.303546 592.07423 530.288345 421.916224 335.762767 293.278549 269.244486 | 269.244486 | -0.000055 -0.000037 -0.000011 0.000016 0.00003 0.000024 0.000015 0.000021 | 6.733955 7.438179 7.640552 7.391247 6.874828 6.380275 6.083563 5.880524 | 100.0 | 110.365288 | 269.244486 |
| 2000-01-02 14:30:00 | 197.47692 | 391.576692 536.218633 587.088143 536.173867 431.968956 342.983799 296.853653 272.983166 | 272.983166 | -0.000054 -0.000038 -0.000013 0.000013 0.000028 0.000025 0.000015 0.000018 | 6.637143 7.369456 7.616736 7.415438 6.92604 6.425581 6.110753 5.913561 | 100.0 | 97.47692 | 272.983166 |
| 2000-01-02 15:00:00 | 185.861607 | 374.526926 521.057126 581.077788 540.946593 441.699827 350.525354 300.63577 276.334744 | 276.334744 | -0.000053 -0.000039 -0.000016 0.000011 0.000027 0.000026 0.000016 0.000016 | 6.542411 7.299515 7.588588 7.434479 6.974649 6.471831 6.138852 5.942662 | 100.0 | 85.861607 | 276.334744 |
| 2000-01-02 15:30:00 | 175.431719 | 358.410791 505.929511 574.157412 544.609516 451.01941 358.337113 304.666888 279.396987 | 279.396987 | -0.000051 -0.000039 -0.000018 0.000008 0.000025 0.000026 0.000016 0.000015 | 6.449917 7.228773 7.556528 7.448483 7.020342 6.518684 6.168126 5.968842 | 100.0 | 75.431719 | 279.396987 |
| 2000-01-02 16:00:00 | 166.099094 | 343.233755 490.932919 566.440422 547.179747 459.846448 366.362082 308.97696 282.27096 | 282.27096 | -0.00005 -0.00004 -0.00002 0.000005 0.000024 0.000026 0.000017 0.000013 | 6.35974 7.157608 7.520969 7.457605 7.062852 6.565782 6.198739 5.993026 | 100.0 | 66.099094 | 282.27096 |
| 2000-01-02 16:30:00 | 157.776495 | 328.986918 476.151439 558.037649 548.686768 468.109076 374.538163 313.584646 285.046305 | 285.046305 | -0.000049 -0.00004 -0.000021 0.000002 0.000022 0.000026 0.000018 0.000013 | 6.27177 7.086361 7.482312 7.462032 7.101967 6.612767 6.230768 6.015976 | 100.0 | 57.776495 | 285.046305 |
| 2000-01-02 17:00:00 | 150.378786 | 315.626757 461.656037 549.055863 549.170627 475.745713 382.799698 318.497934 287.797389 | 287.797389 | -0.000048 -0.000039 -0.000023 0.0 0.00002 0.000026 0.000019 0.000012 | 6.185264 7.015323 7.440944 7.461977 7.137519 6.659286 6.26421 6.038292 | 100.0 | 50.378786 | 287.797389 |
| 2000-01-02 17:30:00 | 143.823868 | 302.991534 447.496987 539.596571 548.680042 482.705347 391.078854 323.714905 290.584887 | 290.584887 | -0.000049 -0.000039 -0.000024 -0.000002 0.000018 0.000025 0.000019 0.000012 | 6.09702 6.944689 7.397229 7.457677 7.169392 6.704998 6.298991 6.060443 | 100.0 | 43.823868 | 290.584887 |
| 2000-01-02 18:00:00 | 138.033385 | 290.389097 433.692813 529.752652 547.270655 488.948185 399.307336 329.224582 293.458317 | 293.458317 | -0.000058 -0.000039 -0.000025 -0.000005 0.000016 0.000025 0.00002 0.000012 | 5.992654 6.874306 7.351499 7.449381 7.197512 6.749579 6.334985 6.082799 | 100.0 | 38.033385 | 293.458317 |
| 2000-01-02 18:30:00 | 132.933235 | 274.631604 420.097429 519.603539 545.002749 494.444905 407.417439 335.008039 296.458395 | 296.458395 | -0.000101 -0.00004 -0.000026 -0.000007 0.000014 0.000024 0.000021 0.000013 | 5.811712 6.802512 7.303982 7.437345 7.221845 6.79273 6.372019 6.10565 | 100.0 | 32.933235 | 296.458395 |
| 2000-01-02 19:00:00 | 128.453911 | 251.872903 406.198922 509.186453 541.93802 499.176642 415.343615 341.039404 299.618403 | 299.618403 | -0.000134 -0.000043 -0.000027 -0.000009 0.000011 0.000023 0.000021 0.000013 | 5.571135 6.725957 7.254645 7.42181 7.242395 6.834176 6.409889 6.129222 | 100.0 | 28.453911 | 299.618403 |
| 2000-01-02 19:30:00 | 124.530701 | 229.746597 391.743353 498.488308 538.133939 503.133766 423.023444 347.286952 302.964887 | 302.964887 | -0.000121 -0.000045 -0.000029 -0.00001 0.000009 0.000022 0.000021 0.000014 | 5.353639 6.645157 7.203335 7.402984 7.259194 6.873672 6.448367 6.153684 | 100.0 | 24.530701 | 302.964887 |
| 2000-01-02 20:00:00 | 121.103761 | 211.14753 377.07599 487.510742 533.641612 506.314582 430.398719 353.71412 306.517977 | 306.517977 | -0.000107 -0.000046 -0.00003 -0.000012 0.000007 0.000021 0.000022 0.000014 | 5.161767 6.561922 7.150066 7.381049 7.272297 6.911001 6.487211 6.179149 | 100.0 | 21.103761 | 306.517977 |
| 2000-01-02 20:30:00 | 118.118088 | 195.51391 362.532745 476.289372 528.510004 508.724011 437.415948 360.280457 310.291417 | 310.291417 | -0.000094 -0.000047 -0.000031 -0.000014 0.000005 0.000019 0.000022 0.000015 | 4.992314 6.477641 7.094995 7.35618 7.281778 6.945979 6.526172 6.205681 | 100.0 | 18.118088 | 310.291417 |
| 2000-01-02 21:00:00 | 115.523427 | 182.296829 348.353258 464.883885 522.788422 510.372897 444.027017 366.942546 314.292663 | 314.292663 | -0.000083 -0.000047 -0.000031 -0.000015 0.000003 0.000018 0.000022 0.000015 | 4.842481 6.393315 7.038368 7.328555 7.287723 6.978448 6.564998 6.233296 | 100.0 | 15.523427 | 314.292663 |
| 2000-01-02 21:30:00 | 113.274094 | 171.065392 334.700529 453.365889 516.528183 511.27744 450.189518 373.654877 318.523014 | 318.523014 | -0.000074 -0.000047 -0.000032 -0.000017 0.000001 0.000017 0.000021 0.000016 | 4.709886 6.309595 6.980481 7.298365 7.290237 7.008281 6.603443 6.261966 | 100.0 | 13.274094 | 318.523014 |
| 2000-01-02 22:00:00 | 111.328777 | 161.478716 321.670411 441.810419 509.782951 511.458777 455.867007 380.370702 322.977897 | 322.977897 | -0.000065 -0.000046 -0.000033 -0.000018 0.0 0.000015 0.000021 0.000016 | 4.592484 6.226631 6.921641 7.265808 7.289435 7.035377 6.641264 6.291625 | 100.0 | 11.328777 | 322.977897 |
| 2000-01-02 22:30:00 | 109.650285 | 153.26442 309.266727 430.288157 502.608265 510.942589 461.029138 387.042848 327.647274 | 327.647274 | -0.000058 -0.000046 -0.000033 -0.000019 -0.000002 0.000013 0.000021 0.000017 | 4.488512 6.143319 6.86213 7.231091 7.285444 7.059663 6.678233 6.32217 | 100.0 | 9.650285 | 327.647274 |
| 2000-01-02 23:00:00 | 108.205287 | 146.203017 297.247018 418.855157 495.05996 509.758632 465.651718 393.624517 332.516146 | 332.516146 | -0.000051 -0.00005 -0.000033 -0.00002 -0.000004 0.000012 0.00002 0.000017 | 4.396434 6.05399 6.802085 7.194422 7.278404 7.081091 6.714131 6.353477 | 100.0 | 8.205287 | 332.516146 |
| 2000-01-02 23:30:00 | 106.964036 | 140.115166 284.365438 407.500133 487.191501 507.940082 469.716571 400.069939 337.56513 | 337.56513 | -0.000045 -0.000068 -0.000034 -0.000021 -0.000006 0.00001 0.000019 0.000018 | 4.314911 5.931415 6.741033 7.155978 7.26846 7.099636 6.748759 6.385395 | 100.0 | 6.964036 | 337.56513 |
| 2000-01-03 00:00:00 | 105.900084 | 134.854424 266.025317 395.973203 479.040596 505.522296 473.211469 406.335162 342.771031 | 342.771031 | -0.00004 -0.00012 -0.000036 -0.000022 -0.000007 0.000009 0.000018 0.000018 | 4.242761 5.716182 6.676322 7.1158 7.255759 7.115294 6.781931 6.417761 | 100.0 | 5.900084 | 342.771031 |
| 2000-01-03 00:30:00 | 104.99001 | 130.299271 243.138348 383.785435 470.599441 502.539613 476.129629 412.378544 348.107447 | 348.107447 | -0.000035 -0.000126 -0.000039 -0.000023 -0.000009 0.000007 0.000018 0.000018 | 4.178943 5.488747 6.605954 7.073693 7.240426 7.12808 6.813483 6.450401 | 100.0 | 4.99001 | 348.107447 |
| 2000-01-03 01:00:00 | 104.213141 | 126.348934 222.921852 371.002181 461.842415 499.021129 478.468962 418.16134 353.545363 | 353.545363 | -0.000031 -0.000112 -0.000041 -0.000025 -0.00001 0.000006 0.000017 0.000018 | 4.122533 5.286876 6.53149 7.029506 7.222558 7.138022 6.843268 6.483135 | 100.0 | 4.213141 | 353.545363 |
| 2000-01-03 01:30:00 | 103.551298 | 122.918433 205.924134 358.003539 452.771837 494.992694 480.23112 423.647929 359.053703 | 359.053703 | -0.000028 -0.000099 -0.000043 -0.000026 -0.000011 0.000004 0.000015 0.000018 | 4.072711 5.108414 6.454599 6.983266 7.202241 7.14516 6.871159 6.515778 | 100.0 | 3.551298 | 359.053703 |
| 2000-01-03 02:00:00 | 102.988541 | 119.936245 191.560897 345.085123 443.423337 490.479993 481.421013 428.80613 364.599885 | 364.599885 | -0.000024 -0.000088 -0.000043 -0.000027 -0.000013 0.000002 0.000014 0.000018 | 4.028744 4.950453 6.376513 6.93513 7.179565 7.149538 6.897045 6.548149 | 100.0 | 2.988541 | 364.599885 |
| 2000-01-03 02:30:00 | 102.51094 | 117.341697 179.358778 332.457517 433.8522 485.511136 482.04656 433.607342 370.150348 | 370.150348 | -0.000022 -0.000078 -0.000044 -0.000028 -0.000014 0.000001 0.000013 0.000018 | 3.989981 4.810487 6.298063 6.885333 7.154631 7.151212 6.920837 6.58007 | 100.0 | 2.51094 | 370.150348 |
| 2000-01-03 03:00:00 | 102.106358 | 115.083064 168.942886 320.255096 424.123362 480.117704 482.118642 438.026648 375.67106 | 375.67106 | -0.000019 -0.000069 -0.000044 -0.000028 -0.000015 -0.000001 0.000012 0.000017 | 3.955837 4.686363 6.219541 6.834144 7.127557 7.150245 6.94246 6.611367 | 100.0 | 2.106358 | 375.67106 |
| 2000-01-03 03:30:00 | 101.764251 | 113.116057 160.013861 308.513534 414.302291 474.334761 481.651104 442.042891 381.127995 | 381.127995 | -0.000017 -0.000061 -0.000044 -0.000029 -0.000016 -0.000002 0.000011 0.000017 | 3.925793 4.576218 6.139991 6.781824 7.098476 7.146709 6.961857 6.641874 | 100.0 | 1.764251 | 381.127995 |
| 2000-01-03 04:00:00 | 101.47548 | 111.402659 152.330632 297.028858 404.443831 468.199662 480.660696 445.638721 386.487604 | 386.487604 | -0.000015 -0.000054 -0.000048 -0.00003 -0.000017 -0.000003 0.00001 0.000016 | 3.899382 4.478437 6.054196 6.728506 7.067528 7.140685 6.978987 6.671436 | 100.0 | 1.47548 | 386.487604 |
| 2000-01-03 04:30:00 | 101.232151 | 109.909907 145.697277 284.688987 394.543746 461.749671 479.166824 448.800551 391.717195 | 391.717195 | -0.000013 -0.000048 -0.000065 -0.00003 -0.000018 -0.000005 0.000008 0.000016 | 3.876189 4.391607 5.937882 6.673772 7.034836 7.132261 6.993823 6.699908 | 100.0 | 1.232151 | 391.717195 |
| 2000-01-03 05:00:00 | 101.027458 | 108.609464 139.953627 267.328542 384.38716 455.010247 477.190767 451.518563 396.785402 | 396.785402 | -0.000011 -0.000043 -0.000113 -0.000033 -0.000019 -0.000006 0.000007 0.000015 | 3.855842 4.314492 5.734382 6.61522 7.000404 7.121527 7.006355 6.727154 | 100.0 | 1.027458 | 396.785402 |
| 2000-01-03 05:30:00 | 100.855551 | 107.476657 134.967579 245.230857 373.521974 447.968199 474.753156 453.786426 401.662468 | 401.662468 | -0.00001 -0.000038 -0.000123 -0.000036 -0.00002 -0.000007 0.000006 0.000014 | 3.83801 4.246005 5.513309 6.550772 6.96402 7.108553 7.016582 6.753054 | 100.0 | 0.855551 | 401.662468 |
| 2000-01-03 06:00:00 | 100.711411 | 106.490156 130.629625 225.396809 361.976841 440.592655 471.870335 455.600786 406.320598 | 406.320598 | -0.000009 -0.000034 -0.00011 -0.000038 -0.000021 -0.000008 0.000004 0.000014 | 3.822399 4.185188 5.315997 6.481834 6.9255 7.093389 7.024512 6.777499 | 100.0 | 0.711411 | 406.320598 |
| 2000-01-03 06:30:00 | 100.590745 | 105.631273 126.848215 208.633876 350.115375 432.878132 468.555964 456.960597 410.734076 | 410.734076 | -0.000008 -0.00003 -0.000097 -0.00004 -0.000023 -0.00001 0.000003 0.000013 | 3.808744 4.131191 5.140965 6.410047 6.884839 7.076073 7.030162 6.800391 | 100.0 | 0.590745 | 410.734076 |
| 2000-01-03 07:00:00 | 100.489885 | 104.883757 123.546478 194.404593 338.228484 424.851849 464.823923 457.866821 414.87944 | 414.87944 | -0.000007 -0.000027 -0.000086 -0.000041 -0.000024 -0.000011 0.000002 0.000012 | 3.796812 4.083263 4.985499 6.336625 6.842161 7.056649 7.033551 6.821647 | 100.0 | 0.489885 | 414.87944 |
| 2000-01-03 07:30:00 | 100.405708 | 104.233426 120.659491 182.262592 326.524907 416.561132 460.690832 458.322366 418.735558 | 418.735558 | -0.000006 -0.000024 -0.000077 -0.000041 -0.000025 -0.000012 0.000001 0.000011 | 3.786396 4.040736 4.847246 6.262336 6.797667 7.035174 7.034704 6.841194 | 100.0 | 0.405708 | 418.735558 |
| 2000-01-03 08:00:00 | 100.33556 | 103.667894 118.132141 171.852544 315.13161 408.063511 456.177129 458.332203 422.283697 | 422.283697 | -0.000005 -0.000021 -0.000068 -0.000042 -0.000026 -0.000013 -0.000001 0.00001 | 3.777311 4.003016 4.724177 6.187259 6.7516 7.011725 7.033655 6.858971 | 100.0 | 0.33556 | 422.283697 |
| 2000-01-03 08:30:00 | 100.277186 | 103.176337 115.917418 162.889534 304.049986 399.41649 451.307108 457.903508 425.507582 | 425.507582 | -0.000004 -0.000019 -0.000061 -0.000043 -0.000026 -0.000014 -0.000002 0.000009 | 3.769394 3.969574 4.614539 6.109687 6.704173 6.986394 7.030442 6.874929 | 100.0 | 0.277186 | 425.507582 |
| 2000-01-03 09:00:00 | 100.228681 | 102.749304 113.975078 155.143281 292.936436 390.662565 446.107471 457.045747 428.393462 | 428.393462 | -0.000004 -0.000016 -0.000054 -0.000049 -0.000027 -0.000015 -0.000003 0.000008 | 3.762501 3.939939 4.516805 6.021505 6.655411 6.95928 7.025112 6.889028 | 100.0 | 0.228681 | 428.393462 |
| 2000-01-03 09:30:00 | 100.188431 | 102.37849 112.270457 148.425872 280.068307 381.758185 440.604143 455.770498 430.930111 | 430.930111 | -0.000003 -0.000015 -0.000048 -0.000075 -0.000028 -0.000016 -0.000004 0.000007 | 3.756505 3.913691 4.429643 5.886894 6.604494 6.930447 7.01772 6.90124 | 100.0 | 0.188431 | 430.930111 |
| 2000-01-03 10:00:00 | 100.155078 | 102.05668 110.773693 142.583303 261.202169 372.404967 434.806293 454.090532 433.108854 | 433.108854 | -0.000003 -0.000013 -0.000043 -0.000118 -0.000031 -0.000017 -0.000005 0.000006 | 3.751293 3.890455 4.351884 5.673985 6.548605 6.89981 7.008315 6.911548 | 100.0 | 0.155078 | 433.108854 |
| 2000-01-03 10:30:00 | 100.127477 | 101.777539 109.458905 137.488118 240.005577 362.243855 428.685937 452.017122 434.923335 | 434.923335 | -0.000003 -0.000011 -0.000039 -0.000116 -0.000034 -0.000018 -0.000006 0.000005 | 3.746766 3.869896 4.2825 5.465833 6.486912 6.867119 6.996928 6.91994 | 100.0 | 0.127477 | 434.923335 |
| 2000-01-03 11:00:00 | 100.104666 | 101.53556 108.303663 133.034429 221.592886 351.467034 422.21444 449.557583 436.369064 | 436.369064 | -0.000002 -0.00001 -0.000034 -0.000103 -0.000037 -0.000019 -0.000007 0.000004 | 3.742838 3.851715 4.220582 5.28031 6.421056 6.832229 6.983572 6.926411 | 100.0 | 0.104666 | 436.369064 |
| 2000-01-03 11:30:00 | 100.085838 | 101.325901 107.2884 129.133416 205.948099 340.410163 415.392859 446.717971 437.442987 | 437.442987 | -0.000002 -0.000009 -0.000031 -0.000092 -0.000038 -0.000021 -0.000009 0.000003 | 3.739431 3.835648 4.165326 5.115161 6.352498 6.795159 6.968256 6.930961 | 100.0 | 0.085838 | 437.442987 |
| 2000-01-03 12:00:00 | 100.070317 | 101.144343 106.396063 125.710353 192.589129 329.329863 408.250211 443.505631 438.143382 | 438.143382 | -0.000002 -0.000008 -0.000027 -0.000082 -0.000039 -0.000022 -0.00001 0.000001 | 3.736478 3.821455 4.116019 4.96794 6.282263 6.75604 6.950999 6.93359 | 100.0 | 0.070317 | 438.143382 |
| 2000-01-03 12:30:00 | 100.057539 | 100.987206 105.611744 122.701984 181.124738 318.401862 400.83215 439.931201 438.469953 | 438.469953 | -0.000001 -0.000007 -0.000024 -0.000073 -0.00004 -0.000023 -0.000011 0.0 | 3.733921 3.808926 4.072026 4.836535 6.210815 6.715069 6.931838 6.934307 | 100.0 | 0.057539 | 438.469953 |
| 2000-01-03 13:00:00 | 100.047032 | 100.851276 104.922393 120.054491 171.241657 307.701768 393.191084 436.009328 438.424032 | 438.424032 | -0.000001 -0.000006 -0.000022 -0.000065 -0.000041 -0.000024 -0.000012 -0.000001 | 3.731708 3.797872 4.032781 4.719122 6.137461 6.672453 6.910824 6.933123 | 100.0 | 0.047032 | 438.424032 |
| 2000-01-03 13:30:00 | 100.038402 | 100.733754 104.316567 117.721875 162.687132 297.092527 385.372672 431.758283 438.00879 | 438.00879 | -0.000001 -0.000005 -0.000019 -0.000058 -0.000044 -0.000025 -0.000013 -0.000002 | 3.729793 3.788125 3.997781 4.614122 6.057937 6.628314 6.888027 6.930057 | 100.0 | 0.038402 | 438.00879 |
| 2000-01-03 14:00:00 | 100.031322 | 100.632201 103.784229 115.664674 155.25567 285.710797 377.387196 427.1973 437.229295 | 437.229295 | -0.000001 -0.000005 -0.000017 -0.000052 -0.000058 -0.000026 -0.000014 -0.000003 | 3.728139 3.779535 3.966575 4.520155 5.953486 6.582332 6.863506 6.925136 | 100.0 | 0.031322 | 437.229295 |
| 2000-01-03 14:30:00 | 100.025521 | 100.544484 103.316538 113.848808 148.778666 270.197491 369.069715 422.340189 436.092132 | 436.092132 | -0.000001 -0.000004 -0.000015 -0.000047 -0.0001 -0.000028 -0.000015 -0.000004 | 3.726709 3.771969 3.93876 4.436016 5.772874 6.532573 6.837236 6.918388 | 100.0 | 0.025521 | 436.092132 |
| 2000-01-03 15:00:00 | 100.020773 | 100.46876 102.905739 112.244873 143.117203 249.549551 360.025046 417.1708 434.603761 | 434.603761 | -0.000001 -0.000004 -0.000014 -0.000042 -0.000117 -0.000031 -0.000016 -0.000005 | 3.725475 3.765308 3.913976 4.360645 5.562452 6.476764 6.809003 6.909828 | 100.0 | 0.020773 | 434.603761 |
| 2000-01-03 15:30:00 | 100.016892 | 100.403417 102.544998 110.827309 138.155747 230.295562 350.206358 411.652781 432.767805 | 432.767805 | -0.000001 -0.000003 -0.000012 -0.000038 -0.000106 -0.000034 -0.000017 -0.000006 | 3.724409 3.759448 3.891902 4.293108 5.372117 6.415924 6.778583 6.899454 | 100.0 | 0.016892 | 432.767805 |
| 2000-01-03 16:00:00 | 100.013722 | 100.347062 102.228314 109.573919 133.797859 213.850864 339.931681 405.77106 430.585223 | 430.585223 | -0.000001 -0.000003 -0.000011 -0.000034 -0.000094 -0.000036 -0.000018 -0.000007 | 3.72349 3.754295 3.872249 4.232578 5.202277 6.351623 6.745918 6.887253 | 100.0 | 0.013722 | 430.585223 |
| 2000-01-03 16:30:00 | 100.011136 | 100.298478 101.950382 108.465276 129.962294 199.786509 329.483039 399.539988 428.057575 | 428.057575 | 0.0 -0.000003 -0.00001 -0.00003 -0.000084 -0.000037 -0.000019 -0.000008 | 3.722698 3.749765 3.854758 4.178322 5.050541 6.285015 6.711079 6.873219 | 100.0 | 0.011136 | 428.057575 |
| 2000-01-03 17:00:00 | 100.009028 | 100.256612 101.706539 107.484401 126.580408 187.696897 319.061347 392.994638 425.188979 | 425.188979 | 0.0 -0.000002 -0.000009 -0.000027 -0.000075 -0.000038 -0.00002 -0.000009 | 3.722016 3.745787 3.839197 4.129687 4.914782 6.216726 6.674222 6.857359 | 100.0 | 0.009028 | 425.188979 |
| 2000-01-03 17:30:00 | 100.007313 | 100.220549 101.492675 106.616404 123.593852 177.256153 308.773199 386.180489 421.987336 | 421.987336 | 0.0 -0.000002 -0.000008 -0.000024 -0.000068 -0.000039 -0.000021 -0.00001 | 3.721427 3.742293 3.82536 4.086092 4.793167 6.146388 6.635531 6.839699 | 100.0 | 0.007313 | 421.987336 |
| 2000-01-03 18:00:00 | 100.005918 | 100.189498 101.305167 105.848207 120.952796 168.201382 298.547745 379.141127 418.464364 | 418.464364 | 0.0 -0.000002 -0.000007 -0.000022 -0.000061 -0.000042 -0.000022 -0.000011 | 3.720921 3.739228 3.813062 4.047018 4.684108 6.070846 6.595136 6.82028 | 100.0 | 0.005918 | 418.464364 |
| 2000-01-03 18:30:00 | 100.004785 | 100.162773 101.140828 105.168304 118.614508 160.3189 287.767827 371.895723 414.633723 | 414.633723 | 0.0 -0.000001 -0.000006 -0.000019 -0.000054 -0.000052 -0.000023 -0.000012 | 3.720485 3.736539 3.802135 4.012001 4.586223 5.976419 6.552847 6.799145 | 100.0 | 0.004785 | 414.633723 |
| 2000-01-03 19:00:00 | 100.003865 | 100.139778 100.996841 104.566531 116.542106 153.433434 273.803002 364.332505 410.50639 | 410.50639 | 0.0 -0.000001 -0.000005 -0.000017 -0.000049 -0.000089 -0.000025 -0.000013 | 3.72011 3.734182 3.792431 3.980626 4.498303 5.81709 6.507198 6.776277 | 100.0 | 0.003865 | 410.50639 |
| 2000-01-03 19:30:00 | 100.003119 | 100.120001 100.870733 104.033943 114.70376 147.400589 254.216196 356.097298 406.070453 | 406.070453 | 0.0 -0.000001 -0.000005 -0.000016 -0.000044 -0.000115 -0.000029 -0.000014 | 3.719788 3.732116 3.783817 3.95252 4.419288 5.610915 6.455642 6.751486 | 100.0 | 0.003119 | 406.070453 |
| 2000-01-03 20:00:00 | 100.002515 | 100.102996 100.760323 103.562625 113.071802 142.100306 234.864276 347.035532 401.28885 | 401.28885 | 0.0 -0.000001 -0.000004 -0.000014 -0.000039 -0.000106 -0.000032 -0.000015 | 3.719511 3.730307 3.776175 3.927348 4.348243 5.420741 6.398644 6.724524 | 100.0 | 0.002515 | 401.28885 |
| 2000-01-03 20:30:00 | 100.002026 | 100.08838 100.663696 103.145592 111.622183 137.432363 218.209908 337.424953 396.13881 | 396.13881 | 0.0 -0.000001 -0.000004 -0.000013 -0.000036 -0.000095 -0.000034 -0.000016 | 3.719273 3.728722 3.769396 3.904811 4.284342 5.250584 6.337757 6.695289 | 100.0 | 0.002026 | 396.13881 |
| 2000-01-03 21:00:00 | 100.001631 | 100.075822 100.57916 102.776647 110.333849 133.312349 203.930113 327.55129 390.626206 | 390.626206 | 0.0 -0.000001 -0.000003 -0.000011 -0.000032 -0.000085 -0.000035 -0.000017 | 3.719068 3.727336 3.763388 3.884639 4.226852 5.098227 6.274163 6.663816 | 100.0 | 0.001631 | 390.626206 |
| 2000-01-03 21:30:00 | 100.001312 | 100.065034 100.505229 102.450306 109.188374 129.668935 191.62582 317.621284 384.778875 | 384.778875 | 0.0 -0.000001 -0.000003 -0.00001 -0.000029 -0.000076 -0.000036 -0.000019 | 3.718892 3.726123 3.758064 3.866589 4.17512 4.961598 6.208501 6.63023 | 100.0 | 0.001312 | 384.778875 |
| 2000-01-03 22:00:00 | 100.001054 | 100.05577 100.440596 102.161712 108.169578 126.441491 180.973906 307.745757 378.636276 | 378.636276 | 0.0 -0.000001 -0.000003 -0.000009 -0.000026 -0.000068 -0.000038 -0.00002 | 3.718741 3.725063 3.753348 3.850444 4.128567 4.838905 6.140389 6.594691 | 100.0 | 0.001054 | 378.636276 |
| 2000-01-03 22:30:00 | 100.000846 | 100.047816 100.384112 101.906558 107.263223 123.578222 171.713246 297.855314 372.237047 | 372.237047 | 0.0 -0.000001 -0.000002 -0.000008 -0.000023 -0.000061 -0.000041 -0.000021 | 3.718612 3.724136 3.749173 3.836008 4.086671 4.728597 6.066632 6.557306 | 100.0 | 0.000846 | 372.237047 |
| 2000-01-03 23:00:00 | 100.000679 | 100.04099 100.334767 101.681031 106.456759 121.034703 163.631311 287.336373 365.5963 | 365.5963 | 0.0 0.0 -0.000002 -0.000007 -0.000021 -0.000055 -0.000052 -0.000022 | 3.7185 3.723326 3.745479 3.823104 4.048968 4.629326 5.973663 6.517865 | 100.0 | 0.000679 | 365.5963 |
| 2000-01-03 23:30:00 | 100.000544 | 100.035132 100.291673 101.481736 105.739075 118.772577 156.553562 273.644284 358.602865 | 358.602865 | 0.0 0.0 -0.000002 -0.000006 -0.000019 -0.00005 -0.000087 -0.000024 | 3.718405 3.722619 3.742211 3.811575 4.015041 4.539913 5.817676 6.474921 | 100.0 | 0.000544 | 358.602865 |
| 2000-01-04 00:00:00 | 100.000436 | 100.030106 100.254051 101.305676 105.100364 116.758718 150.33603 254.544569 350.919079 | 350.919079 | 0.0 0.0 -0.000002 -0.000006 -0.000017 -0.000045 -0.000112 -0.000027 | 3.718323 3.722001 3.739321 3.801277 3.984516 4.459322 5.616843 6.426039 | 100.0 | 0.000436 | 350.919079 |
| 2000-01-04 00:30:00 | 100.000349 | 100.025795 100.221217 101.150185 104.531923 114.964314 144.858874 235.635611 342.40138 | 342.40138 | 0.0 0.0 -0.000001 -0.000005 -0.000015 -0.00004 -0.000103 -0.00003 | 3.718253 3.721462 3.736767 3.792083 3.957057 4.386642 5.430985 6.371661 | 100.0 | 0.000349 | 342.40138 |
| 2000-01-04 01:00:00 | 100.000279 | 100.022098 100.192573 101.012906 104.026048 113.364301 140.021941 219.298915 333.314462 | 333.314462 | 0.0 0.0 -0.000001 -0.000005 -0.000014 -0.000036 -0.000093 -0.000032 | 3.718193 3.720992 3.734511 3.783878 3.932359 4.321067 5.264283 6.313276 | 100.0 | 0.000279 | 333.314462 |
| 2000-01-04 01:30:00 | 100.000223 | 100.018929 100.167591 100.891739 103.575878 111.93671 135.740789 205.244928 323.932097 | 323.932097 | 0.0 0.0 -0.000001 -0.000004 -0.000012 -0.000033 -0.000083 -0.000034 | 3.718141 3.720582 3.732519 3.776558 3.910151 4.26188 5.114667 6.251995 | 100.0 | 0.000223 | 323.932097 |
| 2000-01-04 02:00:00 | 100.000178 | 100.016212 100.145811 100.784829 103.175321 110.662295 131.943986 193.096618 314.448931 | 314.448931 | 0.0 0.0 -0.000001 -0.000004 -0.000011 -0.00003 -0.000075 -0.000035 | 3.718097 3.720225 3.73076 3.77003 3.890186 4.208445 4.980171 6.18832 | 100.0 | 0.000178 | 314.448931 |
| 2000-01-04 02:30:00 | 100.000142 | 100.013883 100.126827 100.690526 102.818958 109.524131 128.570747 182.547052 304.954224 | 304.954224 | 0.0 0.0 -0.000001 -0.000003 -0.00001 -0.000027 -0.000067 -0.000037 | 3.718059 3.719913 3.729208 3.764211 3.872243 4.160195 4.859096 6.121522 | 100.0 | 0.000142 | 304.954224 |
| 2000-01-04 03:00:00 | 100.000113 | 100.011888 100.110287 100.607371 102.501963 108.507297 125.569094 173.347414 295.319393 | 295.319393 | 0.0 0.0 -0.000001 -0.000003 -0.000009 -0.000024 -0.000061 -0.000041 | 3.718026 3.719642 3.727839 3.759026 3.856122 4.11662 4.749967 6.047325 | 100.0 | 0.000113 | 295.319393 |
| 2000-01-04 03:30:00 | 100.00009 | 100.010178 100.095879 100.534071 102.220044 107.59862 122.894391 165.29462 284.723203 | 284.723203 | 0.0 0.0 -0.000001 -0.000003 -0.000008 -0.000022 -0.000055 -0.000055 | 3.717998 3.719405 3.726631 3.754407 3.841642 4.077267 4.6515 5.948135 | 100.0 | 0.00009 | 284.723203 |
| 2000-01-04 04:00:00 | 100.000072 | 100.008713 100.083333 100.469476 101.969364 106.786415 120.508062 158.221451 270.233905 | 270.233905 | 0.0 0.0 -0.000001 -0.000002 -0.000007 -0.00002 -0.000049 -0.000093 | 3.717975 3.719199 3.725567 3.750295 3.828641 4.041726 4.562575 5.781052 | 100.0 | 0.000072 | 270.233905 |
| 2000-01-04 04:30:00 | 100.000057 | 100.007459 100.07241 100.412571 101.746512 106.060335 118.376731 151.989577 251.156022 | 251.156022 | 0.0 0.0 -0.000001 -0.000002 -0.000006 -0.000018 -0.000045 -0.000108 | 3.717954 3.71902 3.72463 3.746635 3.81697 4.009629 4.482204 5.586135 | 100.0 | 0.000057 | 251.156022 |
| 2000-01-04 05:00:00 | 100.000046 | 100.006384 100.062905 100.362458 101.548451 105.411204 116.4714 146.48376 233.106266 | 233.106266 | 0.0 0.0 0.0 -0.000002 -0.000006 -0.000016 -0.00004 -0.000099 | 3.717937 3.718864 3.723804 3.743379 3.806498 3.980646 4.409518 5.408013 | 100.0 | 0.000046 | 233.106266 |
| 2000-01-04 05:30:00 | 100.000036 | 100.005464 100.054634 100.318339 101.372466 104.830837 114.76671 141.607204 217.525356 | 217.525356 | 0.0 0.0 0.0 -0.000002 -0.000005 -0.000015 -0.000037 -0.000089 | 3.717922 3.718728 3.723077 3.740484 3.797105 3.954477 4.343749 5.247911 | 100.0 | 0.000036 | 217.525356 |
| 2000-01-04 06:00:00 | 100.000029 | 100.004676 100.047441 100.279511 101.216136 104.311951 113.240471 137.2783 204.067467 | 204.067467 | 0.0 0.0 0.0 -0.000001 -0.000005 -0.000013 -0.000033 -0.00008 | 3.717909 3.71861 3.722437 3.737909 3.788683 3.930855 4.284212 5.103845 | 100.0 | 0.000029 | 204.067467 |
| 2000-01-04 06:30:00 | 100.000023 | 100.004001 100.041185 100.24535 101.077305 103.848054 111.873197 133.427825 192.38841 | 192.38841 | 0.0 0.0 0.0 -0.000001 -0.000004 -0.000012 -0.00003 -0.000072 | 3.717898 3.718508 3.721874 3.735622 3.781133 3.909534 4.2303 4.974003 | 100.0 | 0.000023 | 192.38841 |
| 2000-01-04 07:00:00 | 100.000018 | 100.003424 100.035746 100.215303 100.954048 103.433348 110.647722 129.996755 182.207865 | 182.207865 | 0.0 0.0 0.0 -0.000001 -0.000004 -0.000011 -0.000027 -0.000065 | 3.717888 3.718419 3.721379 3.733589 3.774369 3.890295 4.181469 4.85681 | 100.0 | 0.000018 | 182.207865 |
| 2000-01-04 07:30:00 | 100.000014 | 100.00293 100.031019 100.188884 100.844649 103.062659 109.548889 126.934518 173.297625 | 173.297625 | 0.0 0.0 0.0 -0.000001 -0.000003 -0.00001 -0.000025 -0.000059 | 3.71788 3.718341 3.720944 3.731785 3.76831 3.87294 4.137231 4.750902 | 100.0 | 0.000014 | 173.297625 |
| 2000-01-04 08:00:00 | 100.000011 | 100.002506 100.026912 100.165661 100.747579 102.731358 108.563284 124.197586 165.470587 | 165.470587 | 0.0 0.0 0.0 -0.000001 -0.000003 -0.000009 -0.000022 -0.000053 | 3.717874 3.718274 3.720561 3.730183 3.762884 3.857287 4.097152 4.655088 | 100.0 | 0.000011 | 165.470587 |
| 2000-01-04 08:30:00 | 100.000009 | 100.002144 100.023344 100.145255 100.661474 102.435307 107.679006 121.748329 158.572261 | 158.572261 | 0.0 0.0 0.0 -0.000001 -0.000003 -0.000008 -0.00002 -0.000048 | 3.717868 3.718215 3.720225 3.728761 3.758029 3.843173 4.060838 4.568326 | 100.0 | 0.000009 | 158.572261 |
| 2000-01-04 09:00:00 | 100.000007 | 100.001834 100.020245 100.127329 100.585118 102.170804 106.88548 119.554083 152.474225 | 152.474225 | 0.0 0.0 0.0 -0.000001 -0.000002 -0.000007 -0.000018 -0.000044 | 3.717863 3.718164 3.71993 3.7275 3.753684 3.830452 4.027934 4.489698 | 100.0 | 0.000007 | 152.474225 |
| 2000-01-04 09:30:00 | 100.000006 | 100.001569 100.017554 100.111586 100.517427 101.934533 106.173291 117.586392 147.069052 | 147.069052 | 0.0 0.0 0.0 -0.000001 -0.000002 -0.000006 -0.000017 -0.00004 | 3.717858 3.71812 3.71967 3.726382 3.749799 3.818989 3.998123 4.418393 | 100.0 | 0.000006 | 147.069052 |
| 2000-01-04 10:00:00 | 100.000004 | 100.001342 100.015218 100.097764 100.457436 101.723527 105.534044 115.820373 142.266334 | 142.266334 | 0.0 0.0 0.0 -0.000001 -0.000002 -0.000006 -0.000015 -0.000036 | 3.717855 3.718082 3.719442 3.725391 3.746325 3.808663 3.971116 4.353694 | 100.0 | 0.000004 | 142.266334 |
| 2000-01-04 10:30:00 | 100.000004 | 100.001148 100.01319 100.085633 100.404286 101.535126 104.960241 114.234196 137.989561 | 137.989561 | 0.0 0.0 0.0 0.0 -0.000002 -0.000005 -0.000014 -0.000033 | 3.717851 3.718049 3.719243 3.724513 3.74322 3.799364 3.946653 4.294962 | 100.0 | 0.000004 | 137.989561 |
| 2000-01-04 11:00:00 | 100.000003 | 100.000982 100.01143 100.074988 100.357211 101.36695 104.445182 112.808653 134.173634 | 134.173634 | 0.0 0.0 0.0 0.0 -0.000002 -0.000005 -0.000012 -0.00003 | 3.717849 3.71802 3.719067 3.723735 3.740446 3.790993 3.924496 4.241626 | 100.0 | 0.000003 | 134.173634 |
| 2000-01-04 11:30:00 | 100.000002 | 100.00084 100.009904 100.06565 100.315529 101.216865 103.982868 111.526792 130.762886 | 130.762886 | 0.0 0.0 0.0 0.0 -0.000001 -0.000004 -0.000011 -0.000027 | 3.717846 3.717995 3.718913 3.723046 3.737969 3.783459 3.904433 4.193177 | 100.0 | 0.000002 | 130.762886 |
| 2000-01-04 12:00:00 | 100.000002 | 100.000718 100.00858 100.057462 100.278633 101.08296 103.567925 110.373616 127.709487 | 127.709487 | 0.0 0.0 0.0 0.0 -0.000001 -0.000004 -0.00001 -0.000024 | 3.717844 3.717973 3.718778 3.722436 3.735757 3.776682 3.886268 4.149159 | 100.0 | 0.000002 | 127.709487 |
| 2000-01-04 12:30:00 | 100.000001 | 100.000614 100.007431 100.050282 100.245984 100.963522 103.195536 109.335821 124.972158 | 124.972158 | 0.0 0.0 0.0 0.0 -0.000001 -0.000003 -0.000009 -0.000022 | 3.717843 3.717954 3.71866 3.721897 3.733783 3.770588 3.869828 4.109159 | 100.0 | 0.000001 | 124.972158 |
| 2000-01-04 13:00:00 | 100.000001 | 100.000525 100.006436 100.04399 100.217101 100.857018 102.861377 108.401583 122.515121 | 122.515121 | 0.0 0.0 0.0 0.0 -0.000001 -0.000003 -0.000008 -0.00002 | 3.717841 3.717938 3.718557 3.721419 3.732022 3.765109 3.85495 4.072809 | 100.0 | 0.000001 | 122.515121 |
| 2000-01-04 13:30:00 | 100.000001 | 100.000449 100.005573 100.038476 100.191558 100.762074 102.561568 107.560372 120.307243 | 120.307243 | 0.0 0.0 0.0 0.0 -0.000001 -0.000003 -0.000007 -0.000018 | 3.71784 3.717924 3.718466 3.720997 3.730452 3.760185 3.841491 4.039774 | 100.0 | 0.000001 | 120.307243 |
| 2000-01-04 14:00:00 | 100.000001 | 100.000384 100.004824 100.033645 100.168974 100.677458 102.292622 106.802789 118.321331 | 118.321331 | 0.0 0.0 0.0 0.0 -0.000001 -0.000002 -0.000007 -0.000017 | 3.717839 3.717912 3.718386 3.720624 3.729052 3.755761 3.829318 4.009751 | 100.0 | 0.000001 | 118.321331 |
| 2000-01-04 14:30:00 | 100.000001 | 100.000329 100.004176 100.029415 100.149014 100.602069 102.051407 106.120437 116.533553 | 116.533553 | 0.0 0.0 0.0 0.0 -0.000001 -0.000002 -0.000006 -0.000015 | 3.717838 3.717901 3.718317 3.720294 3.727804 3.751789 3.818312 3.982468 | 100.0 | 0.000001 | 116.533553 |
| 2000-01-04 15:00:00 | 100.0 | 100.000281 100.003614 100.025711 100.131377 100.534921 101.835108 105.505795 114.922951 | 114.922951 | 0.0 0.0 0.0 0.0 -0.000001 -0.000002 -0.000006 -0.000014 | 3.717837 3.717892 3.718256 3.720003 3.726692 3.748223 3.808364 3.957678 | 100.0 | 0.0 | 114.922951 |
| 2000-01-04 15:30:00 | 100.0 | 100.00024 100.003128 100.022468 100.115798 100.475129 101.641192 104.952127 113.471039 | 113.471039 | 0.0 0.0 0.0 0.0 -0.000001 -0.000002 -0.000005 -0.000013 | 3.717837 3.717884 3.718202 3.719745 3.725702 3.745022 3.799375 3.935154 | 100.0 | 0.0 | 113.471039 |
| 2000-01-04 16:00:00 | 100.0 | 100.000205 100.002706 100.01963 100.10204 100.421903 101.467383 104.453386 112.161466 | 112.161466 | 0.0 0.0 0.0 0.0 0.0 -0.000002 -0.000005 -0.000011 | 3.717836 3.717877 3.718156 3.719518 3.724821 3.742151 3.791255 3.914694 | 100.0 | 0.0 | 112.161466 |
| 2000-01-04 16:30:00 | 100.0 | 100.000176 100.002341 100.017147 100.089894 100.374537 101.311634 104.004139 110.979732 | 110.979732 | 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000004 -0.00001 | 3.717836 3.717871 3.718115 3.719317 3.724036 3.739576 3.783922 3.896111 | 100.0 | 0.0 | 110.979732 |
| 2000-01-04 17:00:00 | 100.0 | 100.00015 100.002025 100.014975 100.079174 100.332398 101.172101 103.599502 109.912946 | 109.912946 | 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000004 -0.000009 | 3.717835 3.717866 3.718079 3.71914 3.723338 3.737268 3.777303 3.879236 | 100.0 | 0.0 | 109.912946 |
| 2000-01-04 17:30:00 | 100.0 | 100.000128 100.001751 100.013076 100.069715 100.294919 101.04713 103.235082 108.949621 | 108.949621 | 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000003 -0.000009 | 3.717835 3.717861 3.718048 3.718984 3.722717 3.735199 3.771329 3.863917 | 100.0 | 0.0 | 108.949621 |
| 2000-01-04 18:00:00 | 100.0 | 100.00011 100.001515 100.011415 100.061371 100.261595 100.935229 102.906922 108.079504 | 108.079504 | 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000003 -0.000008 | 3.717835 3.717858 3.71802 3.718846 3.722165 3.733346 3.76594 3.850013 | 100.0 | 0.0 | 108.079504 |
| 2000-01-04 18:30:00 | 100.0 | 100.000094 100.00131 100.009963 100.054013 100.231974 100.835058 102.611455 107.293422 | 107.293422 | 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000003 -0.000007 | 3.717834 3.717854 3.717997 3.718724 3.721674 3.731686 3.76108 3.837396 | 100.0 | 0.0 | 107.293422 |
| 2000-01-04 19:00:00 | 100.0 | 100.00008 100.001132 100.008694 100.047526 100.205653 100.745413 102.345469 106.583157 | 106.583157 | 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000002 -0.000006 | 3.717834 3.717851 3.717976 3.718617 3.721238 3.730201 3.756699 3.82595 | 100.0 | 0.0 | 106.583157 |
| 2000-01-04 19:30:00 | 100.0 | 100.000069 100.000979 100.007586 100.041808 100.18227 100.66521 102.106064 105.941336 | 105.941336 | 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000002 -0.000006 | 3.717834 3.717849 3.717957 3.718523 3.720851 3.728871 3.75275 3.815571 | 100.0 | 0.0 | 105.941336 |
| 2000-01-04 20:00:00 | 100.0 | 100.000059 100.000846 100.006617 100.036769 100.161503 100.593473 101.890628 105.361332 | 105.361332 | 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000002 -0.000005 | 3.717834 3.717847 3.717941 3.718439 3.720507 3.727681 3.749193 3.80616 | 100.0 | 0.0 | 105.361332 |
| 2000-01-04 20:30:00 | 100.0 | 100.00005 100.000731 100.005771 100.032331 100.143065 100.529329 101.696802 104.837183 | 104.837183 | 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000002 -0.000005 | 3.717834 3.717845 3.717928 3.718366 3.720201 3.726617 3.745989 3.797631 | 100.0 | 0.0 | 104.837183 |
| 2000-01-04 21:00:00 | 100.0 | 100.000043 100.000632 100.005032 100.028421 100.126699 100.471988 101.522455 104.363521 | 104.363521 | 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000002 -0.000004 | 3.717833 3.717843 3.717915 3.718302 3.71993 3.725666 3.743105 3.789903 | 100.0 | 0.0 | 104.363521 |
| 2000-01-04 21:30:00 | 100.0 | 100.000037 100.000546 100.004388 100.024979 100.112177 100.420745 101.365668 103.935504 | 103.935504 | 0.0 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000004 | 3.717833 3.717842 3.717905 3.718245 3.71969 3.724815 3.740509 3.782902 | 100.0 | 0.0 | 103.935504 |
| 2000-01-04 22:00:00 | 100.0 | 100.000031 100.000472 100.003825 100.021949 100.099295 100.374964 101.224705 103.548765 | 103.548765 | 0.0 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000004 | 3.717833 3.71784 3.717896 3.718195 3.719476 3.724055 3.738174 3.776564 | 100.0 | 0.0 | 103.548765 |
| 2000-01-04 22:30:00 | 100.0 | 100.000027 100.000407 100.003333 100.019282 100.08787 100.334074 101.098001 103.19936 | 103.19936 | 0.0 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000003 | 3.717833 3.717839 3.717888 3.718151 3.719287 3.723377 3.736073 3.770826 | 100.0 | 0.0 | 103.19936 |
| 2000-01-04 23:00:00 | 100.0 | 100.000023 100.000352 100.002905 100.016936 100.07774 100.297564 100.984143 102.883726 | 102.883726 | 0.0 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000003 | 3.717833 3.717839 3.71788 3.718112 3.719119 3.722771 3.734185 3.765634 | 100.0 | 0.0 | 102.883726 |
| 2000-01-04 23:30:00 | 100.0 | 100.00002 100.000304 100.002531 100.014872 100.068761 100.264973 100.881856 102.598641 | 102.598641 | 0.0 0.0 0.0 0.0 0.0 0.0 -0.000001 -0.000003 | 3.717833 3.717838 3.717874 3.718078 3.71897 3.72223 3.732487 3.760937 | 100.0 | 0.0 | 102.598641 |
.. _lstream_v001_negative_water_stage:
negative water stages
_____________________
Finally, we show that |lstream_v001| allows for negative stages.
Therefore, we reset |HM| to infinity, set the base flow provided by
node `input1` to zero, and set the initial water stage to -1.0 m:
>>> hm(inf)
>>> nodes.input1.sequences.sim.series = 0.0
>>> test.inits.h = -1.0
In usual simulations with reasonable smoothing parameterisations, one is
unlikely to encounter negative stages. However, they are principally
allowed for the sake of numerical robustness. Careful inspection of the
stage (|H|) and the discharge (|QG|) of a cross-section at the beginning
of the rising limb reveals that the first discharge occurs for stages
slightly below zero (due to setting the regularisation parameter |HR|
to 0.1 m):
.. integration-test::
>>> with pub.options.reprdigits(2):
... test("lstream_v001_negative_water_stage")
| date | qz | qg | qa | dh | h | input1 | input2 | output |
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| 2000-01-01 00:00:00 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 | 0.0 | 0.0 | 0.0 |
| 2000-01-01 00:30:00 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 | 0.0 | 0.0 | 0.0 |
| 2000-01-01 01:00:00 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 | 0.0 | 0.0 | 0.0 |
| 2000-01-01 01:30:00 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 | 0.0 | 0.0 | 0.0 |
| 2000-01-01 02:00:00 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 | 0.0 | 0.0 | 0.0 |
| 2000-01-01 02:30:00 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | -0.99 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 | 0.0 | 0.0 | 0.0 |
| 2000-01-01 03:00:00 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | -0.93 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 | 0.0 | 0.0 | 0.0 |
| 2000-01-01 03:30:00 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | -0.73 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 | 0.0 | 0.0 | 0.0 |
| 2000-01-01 04:00:00 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | -0.61 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 | 0.0 | 0.0 | 0.0 |
| 2000-01-01 04:30:00 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | -0.51 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 | 0.0 | 0.0 | 0.0 |
| 2000-01-01 05:00:00 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | -0.43 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 | 0.0 | 0.0 | 0.0 |
| 2000-01-01 05:30:00 | 0.01 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | -0.36 -0.97 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 | 0.0 | 0.01 | 0.0 |
| 2000-01-01 06:00:00 | 0.03 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | -0.29 -0.84 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 | 0.0 | 0.03 | 0.0 |
| 2000-01-01 06:30:00 | 0.08 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | -0.23 -0.69 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 | 0.0 | 0.08 | 0.0 |
| 2000-01-01 07:00:00 | 0.18 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | -0.18 -0.59 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 | 0.0 | 0.18 | 0.0 |
| 2000-01-01 07:30:00 | 0.4 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | -0.13 -0.5 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 | 0.0 | 0.4 | 0.0 |
| 2000-01-01 08:00:00 | 0.8 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | -0.08 -0.42 -1.0 -1.0 -1.0 -1.0 -1.0 -1.0 | 0.0 | 0.8 | 0.0 |
| 2000-01-01 08:30:00 | 1.51 | 0.01 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | -0.03 -0.35 -0.97 -1.0 -1.0 -1.0 -1.0 -1.0 | 0.0 | 1.51 | 0.0 |
| 2000-01-01 09:00:00 | 2.69 | 0.03 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.02 -0.28 -0.83 -1.0 -1.0 -1.0 -1.0 -1.0 | 0.0 | 2.69 | 0.0 |
| 2000-01-01 09:30:00 | 4.59 | 0.09 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.08 -0.22 -0.68 -1.0 -1.0 -1.0 -1.0 -1.0 | 0.0 | 4.59 | 0.0 |
| 2000-01-01 10:00:00 | 7.47 | 0.22 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.15 -0.17 -0.58 -1.0 -1.0 -1.0 -1.0 -1.0 | 0.0 | 7.47 | 0.0 |
| 2000-01-01 10:30:00 | 11.68 | 0.51 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.25 -0.11 -0.49 -1.0 -1.0 -1.0 -1.0 -1.0 | 0.0 | 11.68 | 0.0 |
| 2000-01-01 11:00:00 | 17.61 | 1.06 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.38 -0.06 -0.41 -0.99 -1.0 -1.0 -1.0 -1.0 | 0.0 | 17.61 | 0.0 |
| 2000-01-01 11:30:00 | 25.7 | 2.07 0.02 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.56 -0.01 -0.33 -0.95 -1.0 -1.0 -1.0 -1.0 | 0.0 | 25.7 | 0.0 |
| 2000-01-01 12:00:00 | 36.39 | 3.79 0.05 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.77 0.05 -0.26 -0.77 -1.0 -1.0 -1.0 -1.0 | 0.0 | 36.39 | 0.0 |
| 2000-01-01 12:30:00 | 50.1 | 6.54 0.15 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 1.03 0.12 -0.2 -0.64 -1.0 -1.0 -1.0 -1.0 | 0.0 | 50.1 | 0.0 |
| 2000-01-01 13:00:00 | 67.24 | 10.71 0.37 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 1.34 0.22 -0.14 -0.53 -1.0 -1.0 -1.0 -1.0 | 0.0 | 67.24 | 0.0 |
| 2000-01-01 13:30:00 | 88.13 | 16.75 0.85 0.0 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 1.68 0.35 -0.08 -0.44 -1.0 -1.0 -1.0 -1.0 | 0.0 | 88.13 | 0.0 |
| 2000-01-01 14:00:00 | 112.99 | 25.15 1.77 0.01 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 2.05 0.52 -0.02 -0.36 -0.98 -1.0 -1.0 -1.0 | 0.0 | 112.99 | 0.0 |
| 2000-01-01 14:30:00 | 141.95 | 36.41 3.41 0.04 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 2.46 0.74 0.04 -0.28 -0.83 -1.0 -1.0 -1.0 | 0.0 | 141.95 | 0.0 |
| 2000-01-01 15:00:00 | 174.96 | 51.03 6.14 0.12 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 2.89 1.02 0.11 -0.21 -0.67 -1.0 -1.0 -1.0 | 0.0 | 174.96 | 0.0 |
| 2000-01-01 15:30:00 | 211.85 | 69.43 10.39 0.32 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.33 1.33 0.2 -0.15 -0.56 -1.0 -1.0 -1.0 | 0.0 | 211.85 | 0.0 |
| 2000-01-01 16:00:00 | 252.27 | 91.94 16.67 0.77 0.0 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.79 1.69 0.33 -0.09 -0.46 -1.0 -1.0 -1.0 | 0.0 | 252.27 | 0.0 |
| 2000-01-01 16:30:00 | 295.75 | 118.75 25.53 1.68 0.01 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 4.25 2.09 0.51 -0.03 -0.37 -0.98 -1.0 -1.0 | 0.0 | 295.75 | 0.0 |
| 2000-01-01 17:00:00 | 341.66 | 149.91 37.54 3.36 0.04 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 4.71 2.51 0.74 0.03 -0.29 -0.86 -1.0 -1.0 | 0.0 | 341.66 | 0.0 |
| 2000-01-01 17:30:00 | 389.28 | 185.24 53.21 6.2 0.11 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 5.17 2.96 1.03 0.1 -0.22 -0.68 -1.0 -1.0 | 0.0 | 389.28 | 0.0 |
| 2000-01-01 18:00:00 | 437.77 | 224.42 72.98 10.7 0.32 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 5.61 3.43 1.36 0.2 -0.15 -0.56 -1.0 -1.0 | 0.0 | 437.77 | 0.0 |
| 2000-01-01 18:30:00 | 486.26 | 266.91 97.14 17.4 0.79 0.0 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 6.04 3.9 1.74 0.34 -0.09 -0.46 -1.0 -1.0 | 0.0 | 486.26 | 0.0 |
| 2000-01-01 19:00:00 | 533.85 | 312.04 125.81 26.92 1.76 0.01 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 6.46 4.38 2.15 0.53 -0.03 -0.37 -0.99 -1.0 | 0.0 | 533.85 | 0.0 |
| 2000-01-01 19:30:00 | 579.63 | 358.98 158.9 39.84 3.56 0.04 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 6.85 4.85 2.59 0.77 0.04 -0.28 -0.86 -1.0 | 0.0 | 579.63 | 0.0 |
| 2000-01-01 20:00:00 | 622.74 | 406.84 196.1 56.68 6.64 0.12 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 7.21 5.31 3.06 1.07 0.11 -0.21 -0.67 -1.0 | 0.0 | 622.74 | 0.0 |
| 2000-01-01 20:30:00 | 662.41 | 454.66 236.88 77.83 11.52 0.35 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 7.55 5.76 3.53 1.42 0.22 -0.14 -0.55 -1.0 | 0.0 | 662.41 | 0.0 |
| 2000-01-01 21:00:00 | 697.92 | 501.47 280.54 103.53 18.8 0.87 0.0 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 7.86 6.18 4.02 1.81 0.36 -0.08 -0.45 -1.0 | 0.0 | 697.92 | 0.0 |
| 2000-01-01 21:30:00 | 728.7 | 546.33 326.21 133.76 29.09 1.96 0.01 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 8.13 6.58 4.5 2.24 0.56 -0.02 -0.36 -0.98 | 0.0 | 728.7 | 0.0 |
| 2000-01-01 22:00:00 | 754.28 | 588.39 372.95 168.29 43.0 3.96 0.04 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 8.38 6.96 4.97 2.69 0.82 0.05 -0.27 -0.83 | 0.0 | 754.28 | 0.0 |
| 2000-01-01 22:30:00 | 774.33 | 626.86 419.73 206.64 60.99 7.36 0.14 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 8.59 7.3 5.43 3.16 1.13 0.13 -0.2 -0.66 | 0.0 | 774.33 | 0.0 |
| 2000-01-01 23:00:00 | 788.65 | 661.1 465.55 248.12 83.39 12.72 0.41 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 8.77 7.62 5.87 3.65 1.49 0.24 -0.13 -0.54 | 0.0 | 788.65 | 0.0 |
| 2000-01-01 23:30:00 | 797.19 | 690.58 509.46 291.88 110.32 20.65 1.02 0.0 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 8.92 7.9 6.28 4.13 1.9 0.39 -0.07 -0.43 | 0.0 | 797.19 | 0.0 |
| 2000-01-02 00:00:00 | 800.0 | 714.93 550.58 336.94 141.63 31.76 2.26 0.01 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 9.04 8.15 6.67 4.61 2.33 0.61 -0.01 -0.34 | 0.0 | 800.0 | 0.0 |
| 2000-01-02 00:30:00 | 797.26 | 733.89 588.15 382.27 176.94 46.6 4.52 0.06 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 9.12 8.36 7.02 5.08 2.8 0.88 0.06 -0.26 | 0.0 | 797.26 | 0.0 |
| 2000-01-02 01:00:00 | 789.26 | 747.38 621.55 426.85 215.63 65.58 8.3 0.18 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 9.18 8.55 7.35 5.53 3.27 1.2 0.15 -0.19 | 0.0 | 789.26 | 0.0 |
| 2000-01-02 01:30:00 | 776.35 | 755.42 650.3 469.69 256.88 88.94 14.17 0.5 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 9.21 8.7 7.63 5.95 3.75 1.57 0.26 -0.12 | 0.0 | 776.35 | 0.0 |
| 2000-01-02 02:00:00 | 758.97 | 758.13 674.08 509.92 299.76 116.65 22.74 1.21 0.0 | 0.0 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 9.21 8.81 7.89 6.34 4.23 1.99 0.43 -0.06 | 0.0 | 758.97 | 0.0 |
| 2000-01-02 02:30:00 | 737.6 | 755.77 692.72 546.79 343.23 148.46 34.58 2.63 0.02 | 0.02 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 9.18 8.9 8.11 6.71 4.7 2.43 0.66 0.0 | 0.0 | 737.6 | 0.02 |
| 2000-01-02 03:00:00 | 712.76 | 748.66 706.16 579.7 386.28 183.84 50.18 5.16 0.07 | 0.07 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 9.13 8.96 8.3 7.04 5.16 2.89 0.94 0.08 | 0.0 | 712.76 | 0.07 |
| 2000-01-02 03:30:00 | 684.98 | 737.17 714.48 608.18 427.92 222.08 69.88 9.32 0.22 | 0.22 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 9.06 8.99 8.45 7.34 5.59 3.37 1.27 0.17 | 0.0 | 684.98 | 0.22 |
| 2000-01-02 04:00:00 | 654.82 | 721.75 717.86 631.95 467.28 262.3 93.78 15.67 0.6 | 0.6 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 8.97 9.0 8.58 7.61 5.99 3.84 1.65 0.3 | 0.0 | 654.82 | 0.6 |
| 2000-01-02 04:30:00 | 622.79 | 702.86 716.57 650.85 503.59 303.52 121.77 24.78 1.43 | 1.43 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 8.86 8.98 8.67 7.84 6.37 4.31 2.07 0.47 | 0.0 | 622.79 | 1.43 |
| 2000-01-02 05:00:00 | 589.43 | 680.98 710.95 664.87 536.26 344.75 153.46 37.19 3.03 | 3.03 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 8.73 8.94 8.74 8.03 6.71 4.77 2.51 0.71 | 0.0 | 589.43 | 3.03 |
| 2000-01-02 05:30:00 | 555.2 | 656.62 701.37 674.1 564.82 385.01 188.28 53.3 5.82 | 5.82 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 8.59 8.87 8.77 8.2 7.02 5.2 2.97 1.0 | 0.0 | 555.2 | 5.82 |
| 2000-01-02 06:00:00 | 520.56 | 630.23 688.26 678.72 588.99 423.43 225.43 73.35 10.31 | 10.31 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 8.43 8.79 8.79 8.33 7.3 5.62 3.44 1.34 | 0.0 | 520.56 | 10.31 |
| 2000-01-02 06:30:00 | 485.92 | 602.29 672.05 679.02 608.62 459.23 264.02 97.36 17.03 | 17.03 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 8.26 8.7 8.78 8.43 7.54 6.0 3.9 1.72 | 0.0 | 485.92 | 17.03 |
| 2000-01-02 07:00:00 | 451.64 | 573.23 653.19 675.32 623.67 491.8 303.11 125.12 26.53 | 26.53 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 8.08 8.58 8.75 8.5 7.75 6.35 4.36 2.14 | 0.0 | 451.64 | 26.53 |
| 2000-01-02 07:30:00 | 418.03 | 543.46 632.12 667.97 634.25 520.66 341.76 156.18 39.26 | 39.26 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 7.89 8.45 8.7 8.55 7.92 6.68 4.8 2.57 | 0.0 | 418.03 | 39.26 |
| 2000-01-02 08:00:00 | 385.37 | 513.34 609.26 657.38 640.52 545.5 379.09 189.91 55.57 | 55.57 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 7.69 8.31 8.63 8.58 8.06 6.96 5.21 3.02 | 0.0 | 385.37 | 55.57 |
| 2000-01-02 08:30:00 | 353.87 | 483.21 585.01 643.95 642.75 566.15 414.32 225.52 75.61 | 75.61 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 7.49 8.16 8.54 8.58 8.18 7.22 5.61 3.48 | 0.0 | 353.87 | 75.61 |
| 2000-01-02 09:00:00 | 323.72 | 453.36 559.74 628.08 641.23 582.55 446.8 262.14 99.31 | 99.31 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 7.28 8.0 8.45 8.56 8.27 7.44 5.97 3.93 | 0.0 | 323.72 | 99.31 |
| 2000-01-02 09:30:00 | 295.05 | 424.03 533.81 610.16 636.3 594.76 476.04 298.88 126.42 | 126.42 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 7.06 7.84 8.33 8.52 8.33 7.63 6.31 4.37 | 0.0 | 295.05 | 126.42 |
| 2000-01-02 10:00:00 | 267.96 | 395.45 507.53 590.58 628.33 602.95 501.68 334.89 156.45 | 156.45 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 6.85 7.66 8.21 8.47 8.36 7.79 6.61 4.79 | 0.0 | 267.96 | 156.45 |
| 2000-01-02 10:30:00 | 242.52 | 367.78 481.16 569.68 617.69 607.32 523.5 369.37 188.74 | 188.74 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 6.63 7.48 8.08 8.4 8.38 7.92 6.88 5.19 | 0.0 | 242.52 | 188.74 |
| 2000-01-02 11:00:00 | 218.76 | 341.16 454.95 547.8 604.73 608.15 541.41 401.67 222.55 | 222.55 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 6.41 7.3 7.94 8.32 8.37 8.02 7.11 5.57 | 0.0 | 218.76 | 222.55 |
| 2000-01-02 11:30:00 | 196.69 | 315.71 429.12 525.24 589.82 605.74 555.44 431.23 257.05 | 257.05 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 6.19 7.11 7.79 8.22 8.35 8.09 7.32 5.91 | 0.0 | 196.69 | 257.05 |
| 2000-01-02 12:00:00 | 176.28 | 291.49 403.83 502.26 573.29 600.43 565.67 457.66 291.42 | 291.42 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 5.97 6.92 7.64 8.11 8.31 8.15 7.49 6.23 | 0.0 | 176.28 | 291.42 |
| 2000-01-02 12:30:00 | 157.5 | 268.57 379.23 479.11 555.46 592.54 572.31 480.69 324.89 | 324.89 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 5.75 6.73 7.48 8.0 8.26 8.18 7.64 6.51 | 0.0 | 157.5 | 324.89 |
| 2000-01-02 13:00:00 | 140.3 | 246.97 355.44 456.0 536.63 582.4 575.57 500.16 356.78 | 356.78 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 5.54 6.54 7.32 7.88 8.19 8.19 7.76 6.77 | 0.0 | 140.3 | 356.78 |
| 2000-01-02 13:30:00 | 124.61 | 226.69 332.55 433.1 517.07 570.35 575.72 516.04 386.5 | 386.5 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 5.32 6.34 7.15 7.75 8.11 8.18 7.85 6.99 | 0.0 | 124.61 | 386.5 |
| 2000-01-02 14:00:00 | 110.37 | 207.73 310.63 410.57 497.01 556.69 573.06 528.39 413.59 | 413.59 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 5.11 6.15 6.98 7.61 8.02 8.15 7.92 7.18 | 0.0 | 110.37 | 413.59 |
| 2000-01-02 14:30:00 | 97.48 | 190.07 289.73 388.53 476.67 541.7 567.88 537.33 437.73 | 437.73 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 4.91 5.96 6.81 7.47 7.92 8.11 7.96 7.35 | 0.0 | 97.48 | 437.73 |
| 2000-01-02 15:00:00 | 85.86 | 173.67 269.87 367.1 456.24 525.67 560.49 543.04 458.7 | 458.7 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 4.71 5.78 6.64 7.33 7.81 8.06 7.99 7.48 | 0.0 | 85.86 | 458.7 |
| 2000-01-02 15:30:00 | 75.43 | 158.48 251.07 346.36 435.87 508.82 551.18 545.76 476.41 | 476.41 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 4.51 5.59 6.47 7.18 7.7 8.0 8.0 7.59 | 0.0 | 75.43 | 476.41 |
| 2000-01-02 16:00:00 | 66.1 | 144.46 233.32 326.36 415.72 491.39 540.23 545.73 490.83 | 490.83 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 4.32 5.41 6.3 7.03 7.58 7.92 7.99 7.68 | 0.0 | 66.1 | 490.83 |
| 2000-01-02 16:30:00 | 57.78 | 131.55 216.62 307.16 395.9 473.56 527.92 543.22 502.06 | 502.06 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 4.14 5.23 6.13 6.88 7.46 7.84 7.97 7.74 | 0.0 | 57.78 | 502.06 |
| 2000-01-02 17:00:00 | 50.38 | 119.7 200.95 288.79 376.5 455.52 514.48 538.5 510.2 | 510.2 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.96 5.05 5.97 6.73 7.33 7.75 7.93 7.79 | 0.0 | 50.38 | 510.2 |
| 2000-01-02 17:30:00 | 43.82 | 108.83 186.28 271.26 357.61 437.41 500.15 531.83 515.45 | 515.45 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.78 4.88 5.8 6.57 7.2 7.65 7.88 7.81 | 0.0 | 43.82 | 515.45 |
| 2000-01-02 18:00:00 | 38.03 | 98.88 172.57 254.59 339.29 419.38 485.13 523.49 518.02 | 518.02 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.62 4.71 5.64 6.42 7.06 7.55 7.82 7.82 | 0.0 | 38.03 | 518.02 |
| 2000-01-02 18:30:00 | 32.93 | 89.8 159.78 238.77 321.58 401.51 469.61 513.72 518.12 | 518.12 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.45 4.55 5.47 6.27 6.93 7.44 7.76 7.81 | 0.0 | 32.93 | 518.12 |
| 2000-01-02 19:00:00 | 28.45 | 81.53 147.88 223.8 304.53 383.93 453.75 502.75 516.01 | 516.01 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.3 4.38 5.32 6.12 6.79 7.32 7.68 7.79 | 0.0 | 28.45 | 516.01 |
| 2000-01-02 19:30:00 | 24.53 | 73.99 136.82 209.65 288.15 366.69 437.7 490.79 511.93 | 511.93 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.14 4.23 5.16 5.97 6.66 7.21 7.6 7.76 | 0.0 | 24.53 | 511.93 |
| 2000-01-02 20:00:00 | 21.1 | 67.14 126.56 196.31 272.46 349.87 421.59 478.04 506.12 | 506.12 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 3.0 4.08 5.01 5.82 6.52 7.09 7.51 7.72 | 0.0 | 21.1 | 506.12 |
| 2000-01-02 20:30:00 | 18.12 | 60.93 117.05 183.75 257.47 333.51 405.51 464.67 498.8 | 498.8 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 2.86 3.93 4.86 5.67 6.38 6.97 7.41 7.66 | 0.0 | 18.12 | 498.8 |
| 2000-01-02 21:00:00 | 15.52 | 55.29 108.25 171.95 243.18 317.66 389.58 450.85 490.2 | 490.2 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 2.73 3.79 4.71 5.53 6.24 6.84 7.31 7.6 | 0.0 | 15.52 | 490.2 |
| 2000-01-02 21:30:00 | 13.27 | 50.18 100.1 160.87 229.58 302.34 373.86 436.72 480.51 | 480.51 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 2.6 3.65 4.57 5.39 6.11 6.72 7.21 7.53 | 0.0 | 13.27 | 480.51 |
| 2000-01-02 22:00:00 | 11.33 | 45.56 92.58 150.48 216.65 287.58 358.42 422.4 469.93 | 469.93 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 2.48 3.52 4.43 5.25 5.97 6.59 7.1 7.46 | 0.0 | 11.33 | 469.93 |
| 2000-01-02 22:30:00 | 9.65 | 41.37 85.63 140.75 204.4 273.38 343.31 407.99 458.62 | 458.62 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 2.36 3.39 4.3 5.11 5.84 6.47 6.99 7.37 | 0.0 | 9.65 | 458.62 |
| 2000-01-02 23:00:00 | 8.21 | 37.59 79.22 131.65 192.79 259.76 328.58 393.6 446.75 | 446.75 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 2.25 3.26 4.16 4.98 5.7 6.34 6.88 7.29 | 0.0 | 8.21 | 446.75 |
| 2000-01-02 23:30:00 | 6.96 | 34.17 73.31 123.13 181.8 246.72 314.27 379.3 434.44 | 434.44 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 2.14 3.15 4.04 4.84 5.57 6.22 6.77 7.2 | 0.0 | 6.96 | 434.44 |
| 2000-01-03 00:00:00 | 5.9 | 31.08 67.86 115.18 171.42 234.25 300.39 365.16 421.83 | 421.83 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 2.04 3.03 3.91 4.71 5.44 6.09 6.65 7.1 | 0.0 | 5.9 | 421.83 |
| 2000-01-03 00:30:00 | 4.99 | 28.29 62.84 107.75 161.61 222.34 286.97 351.24 409.01 | 409.01 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 1.95 2.92 3.79 4.59 5.32 5.97 6.54 7.01 | 0.0 | 4.99 | 409.01 |
| 2000-01-03 01:00:00 | 4.21 | 25.77 58.21 100.82 152.37 210.99 274.02 337.59 396.1 | 396.1 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 1.86 2.81 3.67 4.47 5.19 5.85 6.43 6.91 | 0.0 | 4.21 | 396.1 |
| 2000-01-03 01:30:00 | 3.55 | 23.49 53.95 94.36 143.65 200.18 261.54 324.24 383.16 | 383.16 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 1.77 2.71 3.56 4.35 5.07 5.73 6.31 6.8 | 0.0 | 3.55 | 383.16 |
| 2000-01-03 02:00:00 | 2.99 | 21.43 50.03 88.33 135.44 189.9 249.55 311.22 370.27 | 370.27 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 1.69 2.61 3.45 4.23 4.95 5.61 6.2 6.7 | 0.0 | 2.99 | 370.27 |
| 2000-01-03 02:30:00 | 2.51 | 19.57 46.41 82.71 127.71 180.13 238.03 298.56 357.49 | 357.49 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 1.61 2.51 3.34 4.11 4.83 5.49 6.08 6.6 | 0.0 | 2.51 | 357.49 |
| 2000-01-03 03:00:00 | 2.11 | 17.89 43.08 77.47 120.43 170.85 226.99 286.28 344.88 | 344.88 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 1.53 2.42 3.24 4.0 4.71 5.37 5.97 6.49 | 0.0 | 2.11 | 344.88 |
| 2000-01-03 03:30:00 | 1.76 | 16.37 40.02 72.59 113.59 162.05 216.42 274.38 332.47 | 332.47 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 1.46 2.33 3.14 3.89 4.6 5.26 5.86 6.39 | 0.0 | 1.76 | 332.47 |
| 2000-01-03 04:00:00 | 1.48 | 15.0 37.19 68.04 107.16 153.7 206.31 262.89 320.29 | 320.29 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 1.4 2.25 3.04 3.79 4.49 5.14 5.74 6.28 | 0.0 | 1.48 | 320.29 |
| 2000-01-03 04:30:00 | 1.23 | 13.76 34.59 63.81 101.11 145.79 196.65 251.8 308.39 | 308.39 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 1.34 2.17 2.95 3.69 4.38 5.03 5.63 6.18 | 0.0 | 1.23 | 308.39 |
| 2000-01-03 05:00:00 | 1.03 | 12.63 32.19 59.86 95.42 138.3 187.42 241.11 296.78 | 296.78 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 1.28 2.09 2.86 3.59 4.28 4.92 5.53 6.07 | 0.0 | 1.03 | 296.78 |
| 2000-01-03 05:30:00 | 0.86 | 11.61 29.98 56.18 90.08 131.21 178.62 230.82 285.48 | 285.48 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 1.22 2.02 2.77 3.49 4.17 4.82 5.42 5.97 | 0.0 | 0.86 | 285.48 |
| 2000-01-03 06:00:00 | 0.71 | 10.69 27.94 52.75 85.07 124.5 170.23 220.93 274.51 | 274.51 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 1.17 1.95 2.69 3.4 4.07 4.71 5.31 5.86 | 0.0 | 0.71 | 274.51 |
| 2000-01-03 06:30:00 | 0.59 | 9.85 26.06 49.55 80.35 118.14 162.24 211.44 263.86 | 263.86 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 1.12 1.88 2.61 3.3 3.97 4.61 5.21 5.76 | 0.0 | 0.59 | 263.86 |
| 2000-01-03 07:00:00 | 0.49 | 9.08 24.32 46.57 75.92 112.14 154.62 202.33 253.56 | 253.56 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 1.07 1.81 2.53 3.22 3.88 4.51 5.1 5.66 | 0.0 | 0.49 | 253.56 |
| 2000-01-03 07:30:00 | 0.41 | 8.39 22.72 43.79 71.76 106.46 147.38 193.59 243.59 | 243.59 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 1.02 1.75 2.45 3.13 3.78 4.41 5.0 5.56 | 0.0 | 0.41 | 243.59 |
| 2000-01-03 08:00:00 | 0.34 | 7.76 21.23 41.2 67.85 101.08 140.48 185.23 233.97 | 233.97 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.98 1.69 2.38 3.05 3.69 4.31 4.9 5.45 | 0.0 | 0.34 | 233.97 |
| 2000-01-03 08:30:00 | 0.28 | 7.19 19.86 38.78 64.18 96.01 133.92 177.22 224.69 | 224.69 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.94 1.63 2.31 2.96 3.6 4.22 4.8 5.36 | 0.0 | 0.28 | 224.69 |
| 2000-01-03 09:00:00 | 0.23 | 6.66 18.6 36.53 60.73 91.2 127.69 169.56 215.75 | 215.75 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.9 1.58 2.24 2.89 3.52 4.12 4.71 5.26 | 0.0 | 0.23 | 215.75 |
| 2000-01-03 09:30:00 | 0.19 | 6.19 17.42 34.42 57.48 86.66 121.76 162.24 207.14 | 207.14 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.86 1.52 2.17 2.81 3.43 4.03 4.61 5.16 | 0.0 | 0.19 | 207.14 |
| 2000-01-03 10:00:00 | 0.16 | 5.75 16.34 32.45 54.43 82.37 116.13 155.23 198.85 | 198.85 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.83 1.47 2.11 2.73 3.35 3.95 4.52 5.07 | 0.0 | 0.16 | 198.85 |
| 2000-01-03 10:30:00 | 0.13 | 5.35 15.33 30.62 51.57 78.32 110.77 148.54 190.89 | 190.89 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.8 1.42 2.05 2.66 3.27 3.86 4.43 4.97 | 0.0 | 0.13 | 190.89 |
| 2000-01-03 11:00:00 | 0.1 | 4.99 14.4 28.9 48.87 74.48 105.68 142.16 183.24 | 183.24 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.77 1.38 1.99 2.59 3.19 3.77 4.34 4.88 | 0.0 | 0.1 | 183.24 |
| 2000-01-03 11:30:00 | 0.09 | 4.65 13.53 27.29 46.34 70.86 100.85 136.05 175.9 | 175.9 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.74 1.33 1.93 2.53 3.11 3.69 4.25 4.79 | 0.0 | 0.09 | 175.9 |
| 2000-01-03 12:00:00 | 0.07 | 4.35 12.72 25.79 43.95 67.43 96.26 130.23 168.85 | 168.85 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.71 1.29 1.87 2.46 3.04 3.61 4.17 4.7 | 0.0 | 0.07 | 168.85 |
| 2000-01-03 12:30:00 | 0.06 | 4.06 11.98 24.38 41.7 64.19 91.9 124.67 162.09 | 162.09 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.68 1.25 1.82 2.4 2.97 3.53 4.08 4.61 | 0.0 | 0.06 | 162.09 |
| 2000-01-03 13:00:00 | 0.05 | 3.8 11.28 23.07 39.59 61.12 87.75 119.37 155.61 | 155.61 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.66 1.21 1.77 2.34 2.9 3.46 4.0 4.53 | 0.0 | 0.05 | 155.61 |
| 2000-01-03 13:30:00 | 0.04 | 3.57 10.64 21.83 37.6 58.22 83.81 114.31 149.4 | 149.4 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.64 1.17 1.72 2.28 2.83 3.38 3.92 4.44 | 0.0 | 0.04 | 149.4 |
| 2000-01-03 14:00:00 | 0.03 | 3.35 10.03 20.68 35.73 55.48 80.07 109.48 143.44 | 143.44 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.61 1.13 1.67 2.22 2.76 3.31 3.84 4.36 | 0.0 | 0.03 | 143.44 |
| 2000-01-03 14:30:00 | 0.03 | 3.14 9.47 19.6 33.96 52.88 76.52 104.88 137.74 | 137.74 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.59 1.1 1.63 2.16 2.7 3.24 3.76 4.28 | 0.0 | 0.03 | 137.74 |
| 2000-01-03 15:00:00 | 0.02 | 2.95 8.95 18.58 32.3 50.42 73.14 100.48 132.28 | 132.28 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.57 1.07 1.58 2.11 2.64 3.17 3.69 4.2 | 0.0 | 0.02 | 132.28 |
| 2000-01-03 15:30:00 | 0.02 | 2.78 8.46 17.63 30.73 48.1 69.93 96.29 127.05 | 127.05 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.55 1.03 1.54 2.05 2.58 3.1 3.62 4.12 | 0.0 | 0.02 | 127.05 |
| 2000-01-03 16:00:00 | 0.01 | 2.62 8.01 16.73 29.25 45.89 66.88 92.29 122.04 | 122.04 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.53 1.0 1.5 2.0 2.52 3.03 3.54 4.04 | 0.0 | 0.01 | 122.04 |
| 2000-01-03 16:30:00 | 0.01 | 2.47 7.58 15.89 27.85 43.81 63.98 88.48 117.24 | 117.24 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.52 0.97 1.46 1.95 2.46 2.97 3.47 3.97 | 0.0 | 0.01 | 117.24 |
| 2000-01-03 17:00:00 | 0.01 | 2.33 7.19 15.1 26.53 41.83 61.23 84.85 112.65 | 112.65 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.5 0.95 1.42 1.91 2.4 2.9 3.4 3.9 | 0.0 | 0.01 | 112.65 |
| 2000-01-03 17:30:00 | 0.01 | 2.21 6.81 14.36 25.29 39.96 58.61 81.38 108.26 | 108.26 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.48 0.92 1.38 1.86 2.35 2.84 3.34 3.82 | 0.0 | 0.01 | 108.26 |
| 2000-01-03 18:00:00 | 0.01 | 2.09 6.46 13.66 24.11 38.18 56.11 78.07 104.05 | 104.05 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.47 0.89 1.34 1.81 2.3 2.78 3.27 3.75 | 0.0 | 0.01 | 104.05 |
| 2000-01-03 18:30:00 | 0.0 | 1.98 6.14 13.0 23.0 36.5 53.74 74.91 100.03 | 100.03 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.45 0.87 1.31 1.77 2.25 2.73 3.21 3.68 | 0.0 | 0.0 | 100.03 |
| 2000-01-03 19:00:00 | 0.0 | 1.87 5.83 12.38 21.95 34.9 51.49 71.89 96.18 | 96.18 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.44 0.84 1.27 1.73 2.2 2.67 3.14 3.62 | 0.0 | 0.0 | 96.18 |
| 2000-01-03 19:30:00 | 0.0 | 1.78 5.55 11.8 20.96 33.38 49.34 69.02 92.49 | 92.49 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.43 0.82 1.24 1.69 2.15 2.61 3.08 3.55 | 0.0 | 0.0 | 92.49 |
| 2000-01-03 20:00:00 | 0.0 | 1.69 5.28 11.25 20.02 31.94 47.3 66.27 88.96 | 88.96 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.41 0.8 1.21 1.65 2.1 2.56 3.02 3.48 | 0.0 | 0.0 | 88.96 |
| 2000-01-03 20:30:00 | 0.0 | 1.6 5.02 10.73 19.13 30.58 45.35 63.65 85.58 | 85.58 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.4 0.78 1.18 1.61 2.05 2.51 2.96 3.42 | 0.0 | 0.0 | 85.58 |
| 2000-01-03 21:00:00 | 0.0 | 1.52 4.79 10.24 18.29 29.28 43.5 61.15 82.35 | 82.35 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.39 0.75 1.15 1.57 2.01 2.45 2.91 3.36 | 0.0 | 0.0 | 82.35 |
| 2000-01-03 21:30:00 | 0.0 | 1.45 4.56 9.78 17.49 28.05 41.74 58.76 79.25 | 79.25 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.38 0.73 1.12 1.53 1.96 2.4 2.85 3.3 | 0.0 | 0.0 | 79.25 |
| 2000-01-03 22:00:00 | 0.0 | 1.38 4.35 9.34 16.74 26.88 40.06 56.48 76.29 | 76.29 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.37 0.72 1.09 1.5 1.92 2.36 2.8 3.24 | 0.0 | 0.0 | 76.29 |
| 2000-01-03 22:30:00 | 0.0 | 1.31 4.15 8.93 16.02 25.77 38.46 54.3 73.45 | 73.45 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.36 0.7 1.07 1.47 1.88 2.31 2.74 3.18 | 0.0 | 0.0 | 73.45 |
| 2000-01-03 23:00:00 | 0.0 | 1.25 3.96 8.54 15.34 24.71 36.93 52.22 70.73 | 70.73 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.35 0.68 1.04 1.43 1.84 2.26 2.69 3.12 | 0.0 | 0.0 | 70.73 |
| 2000-01-03 23:30:00 | 0.0 | 1.2 3.79 8.17 14.7 23.71 35.48 50.23 68.13 | 68.13 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.34 0.66 1.02 1.4 1.8 2.22 2.64 3.07 | 0.0 | 0.0 | 68.13 |
| 2000-01-04 00:00:00 | 0.0 | 1.14 3.62 7.82 14.09 22.75 34.09 48.33 65.63 | 65.63 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.33 0.64 0.99 1.37 1.76 2.17 2.59 3.01 | 0.0 | 0.0 | 65.63 |
| 2000-01-04 00:30:00 | 0.0 | 1.09 3.46 7.49 13.5 21.84 32.77 46.51 63.25 | 63.25 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.32 0.63 0.97 1.34 1.73 2.13 2.54 2.96 | 0.0 | 0.0 | 63.25 |
| 2000-01-04 01:00:00 | 0.0 | 1.04 3.32 7.17 12.95 20.97 31.51 44.78 60.96 | 60.96 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.31 0.61 0.95 1.31 1.69 2.09 2.49 2.9 | 0.0 | 0.0 | 60.96 |
| 2000-01-04 01:30:00 | 0.0 | 1.0 3.18 6.87 12.43 20.15 30.3 43.11 58.77 | 58.77 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.31 0.6 0.93 1.28 1.66 2.05 2.45 2.85 | 0.0 | 0.0 | 58.77 |
| 2000-01-04 02:00:00 | 0.0 | 0.96 3.04 6.59 11.93 19.36 29.15 41.53 56.67 | 56.67 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.3 0.58 0.9 1.25 1.62 2.01 2.4 2.8 | 0.0 | 0.0 | 56.67 |
| 2000-01-04 02:30:00 | 0.0 | 0.92 2.92 6.32 11.46 18.61 28.05 40.01 54.65 | 54.65 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.29 0.57 0.88 1.23 1.59 1.97 2.36 2.75 | 0.0 | 0.0 | 54.65 |
| 2000-01-04 03:00:00 | 0.0 | 0.88 2.8 6.07 11.01 17.9 27.01 38.55 52.72 | 52.72 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.28 0.56 0.86 1.2 1.56 1.93 2.31 2.7 | 0.0 | 0.0 | 52.72 |
| 2000-01-04 03:30:00 | 0.0 | 0.84 2.68 5.83 10.58 17.22 26.0 37.16 50.87 | 50.87 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.28 0.54 0.84 1.17 1.52 1.89 2.27 2.66 | 0.0 | 0.0 | 50.87 |
| 2000-01-04 04:00:00 | 0.0 | 0.81 2.58 5.6 10.17 16.57 25.05 35.83 49.09 | 49.09 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.27 0.53 0.83 1.15 1.49 1.86 2.23 2.61 | 0.0 | 0.0 | 49.09 |
| 2000-01-04 04:30:00 | 0.0 | 0.78 2.48 5.38 9.78 15.95 24.13 34.55 47.39 | 47.39 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.26 0.52 0.81 1.12 1.46 1.82 2.19 2.57 | 0.0 | 0.0 | 47.39 |
| 2000-01-04 05:00:00 | 0.0 | 0.75 2.38 5.17 9.41 15.36 23.26 33.33 45.76 | 45.76 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.26 0.51 0.79 1.1 1.43 1.79 2.15 2.52 | 0.0 | 0.0 | 45.76 |
| 2000-01-04 05:30:00 | 0.0 | 0.72 2.29 4.98 9.06 14.79 22.42 32.16 44.19 | 44.19 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.25 0.5 0.77 1.08 1.41 1.75 2.11 2.48 | 0.0 | 0.0 | 44.19 |
| 2000-01-04 06:00:00 | 0.0 | 0.69 2.2 4.79 8.72 14.25 21.62 31.04 42.69 | 42.69 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.25 0.49 0.76 1.06 1.38 1.72 2.07 2.44 | 0.0 | 0.0 | 42.69 |
| 2000-01-04 06:30:00 | 0.0 | 0.66 2.12 4.61 8.4 13.74 20.85 29.96 41.24 | 41.24 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.24 0.48 0.74 1.04 1.35 1.69 2.04 2.39 | 0.0 | 0.0 | 41.24 |
| 2000-01-04 07:00:00 | 0.0 | 0.64 2.04 4.44 8.09 13.25 20.12 28.93 39.86 | 39.86 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.23 0.46 0.73 1.01 1.33 1.66 2.0 2.35 | 0.0 | 0.0 | 39.86 |
| 2000-01-04 07:30:00 | 0.0 | 0.62 1.96 4.28 7.8 12.77 19.42 27.94 38.53 | 38.53 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.23 0.45 0.71 0.99 1.3 1.63 1.96 2.31 | 0.0 | 0.0 | 38.53 |
| 2000-01-04 08:00:00 | 0.0 | 0.59 1.89 4.12 7.52 12.32 18.75 26.99 37.25 | 37.25 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.22 0.45 0.7 0.97 1.28 1.6 1.93 2.27 | 0.0 | 0.0 | 37.25 |
| 2000-01-04 08:30:00 | 0.0 | 0.57 1.82 3.98 7.26 11.89 18.1 26.09 36.02 | 36.02 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.22 0.44 0.68 0.96 1.25 1.57 1.9 2.24 | 0.0 | 0.0 | 36.02 |
| 2000-01-04 09:00:00 | 0.0 | 0.55 1.76 3.84 7.0 11.48 17.49 25.21 34.84 | 34.84 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.22 0.43 0.67 0.94 1.23 1.54 1.86 2.2 | 0.0 | 0.0 | 34.84 |
| 2000-01-04 09:30:00 | 0.0 | 0.53 1.7 3.7 6.76 11.09 16.9 24.38 33.71 | 33.71 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.21 0.42 0.65 0.92 1.21 1.51 1.83 2.16 | 0.0 | 0.0 | 33.71 |
| 2000-01-04 10:00:00 | 0.0 | 0.51 1.64 3.57 6.52 10.71 16.33 23.57 32.62 | 32.62 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.21 0.41 0.64 0.9 1.18 1.48 1.8 2.13 | 0.0 | 0.0 | 32.62 |
| 2000-01-04 10:30:00 | 0.0 | 0.5 1.58 3.45 6.3 10.35 15.78 22.8 31.57 | 31.57 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.2 0.4 0.63 0.88 1.16 1.46 1.77 2.09 | 0.0 | 0.0 | 31.57 |
| 2000-01-04 11:00:00 | 0.0 | 0.48 1.53 3.33 6.09 10.0 15.26 22.06 30.56 | 30.56 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.2 0.39 0.62 0.87 1.14 1.43 1.74 2.06 | 0.0 | 0.0 | 30.56 |
| 2000-01-04 11:30:00 | 0.0 | 0.46 1.48 3.22 5.88 9.67 14.76 21.35 29.59 | 29.59 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.19 0.39 0.6 0.85 1.12 1.41 1.71 2.02 | 0.0 | 0.0 | 29.59 |
| 2000-01-04 12:00:00 | 0.0 | 0.45 1.43 3.11 5.69 9.35 14.28 20.67 28.66 | 28.66 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.19 0.38 0.59 0.83 1.1 1.38 1.68 1.99 | 0.0 | 0.0 | 28.66 |
| 2000-01-04 12:30:00 | 0.0 | 0.43 1.38 3.01 5.5 9.04 13.82 20.01 27.77 | 27.77 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.19 0.37 0.58 0.82 1.08 1.36 1.65 1.96 | 0.0 | 0.0 | 27.77 |
| 2000-01-04 13:00:00 | 0.0 | 0.42 1.34 2.91 5.32 8.75 13.38 19.38 26.9 | 26.9 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.18 0.36 0.57 0.8 1.06 1.33 1.63 1.93 | 0.0 | 0.0 | 26.9 |
| 2000-01-04 13:30:00 | 0.0 | 0.41 1.29 2.82 5.15 8.47 12.95 18.77 26.07 | 26.07 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.18 0.36 0.56 0.79 1.04 1.31 1.6 1.9 | 0.0 | 0.0 | 26.07 |
| 2000-01-04 14:00:00 | 0.0 | 0.39 1.25 2.73 4.98 8.2 12.55 18.18 25.27 | 25.27 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.17 0.35 0.55 0.78 1.02 1.29 1.57 1.87 | 0.0 | 0.0 | 25.27 |
| 2000-01-04 14:30:00 | 0.0 | 0.38 1.21 2.64 4.83 7.94 12.15 17.62 24.5 | 24.5 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.17 0.34 0.54 0.76 1.01 1.27 1.55 1.84 | 0.0 | 0.0 | 24.5 |
| 2000-01-04 15:00:00 | 0.0 | 0.37 1.17 2.56 4.67 7.69 11.78 17.08 23.76 | 23.76 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.17 0.34 0.53 0.75 0.99 1.25 1.52 1.81 | 0.0 | 0.0 | 23.76 |
| 2000-01-04 15:30:00 | 0.0 | 0.36 1.14 2.48 4.53 7.45 11.41 16.56 23.05 | 23.05 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.16 0.33 0.52 0.73 0.97 1.23 1.5 1.78 | 0.0 | 0.0 | 23.05 |
| 2000-01-04 16:00:00 | 0.0 | 0.35 1.1 2.4 4.39 7.22 11.06 16.06 22.36 | 22.36 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.16 0.33 0.51 0.72 0.95 1.21 1.47 1.75 | 0.0 | 0.0 | 22.36 |
| 2000-01-04 16:30:00 | 0.0 | 0.34 1.07 2.33 4.25 7.0 10.73 15.58 21.7 | 21.7 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.16 0.32 0.5 0.71 0.94 1.19 1.45 1.73 | 0.0 | 0.0 | 21.7 |
| 2000-01-04 17:00:00 | 0.0 | 0.33 1.04 2.26 4.13 6.79 10.41 15.11 21.06 | 21.06 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.16 0.31 0.49 0.7 0.92 1.17 1.43 1.7 | 0.0 | 0.0 | 21.06 |
| 2000-01-04 17:30:00 | 0.0 | 0.32 1.01 2.19 4.0 6.59 10.09 14.67 20.44 | 20.44 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.15 0.31 0.49 0.69 0.91 1.15 1.4 1.67 | 0.0 | 0.0 | 20.44 |
| 2000-01-04 18:00:00 | 0.0 | 0.31 0.98 2.12 3.88 6.39 9.8 14.24 19.85 | 19.85 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.15 0.3 0.48 0.67 0.89 1.13 1.38 1.65 | 0.0 | 0.0 | 19.85 |
| 2000-01-04 18:30:00 | 0.0 | 0.3 0.95 2.06 3.77 6.2 9.51 13.82 19.28 | 19.28 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.15 0.3 0.47 0.66 0.88 1.11 1.36 1.62 | 0.0 | 0.0 | 19.28 |
| 2000-01-04 19:00:00 | 0.0 | 0.29 0.92 2.0 3.66 6.02 9.23 13.42 18.72 | 18.72 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.14 0.29 0.46 0.65 0.86 1.09 1.34 1.6 | 0.0 | 0.0 | 18.72 |
| 2000-01-04 19:30:00 | 0.0 | 0.28 0.9 1.94 3.55 5.85 8.96 13.03 18.19 | 18.19 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.14 0.29 0.45 0.64 0.85 1.07 1.32 1.57 | 0.0 | 0.0 | 18.19 |
| 2000-01-04 20:00:00 | 0.0 | 0.28 0.87 1.89 3.45 5.68 8.7 12.66 17.68 | 17.68 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.14 0.28 0.45 0.63 0.83 1.06 1.3 1.55 | 0.0 | 0.0 | 17.68 |
| 2000-01-04 20:30:00 | 0.0 | 0.27 0.85 1.83 3.35 5.51 8.46 12.3 17.18 | 17.18 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.14 0.28 0.44 0.62 0.82 1.04 1.28 1.53 | 0.0 | 0.0 | 17.18 |
| 2000-01-04 21:00:00 | 0.0 | 0.26 0.82 1.78 3.25 5.36 8.22 11.96 16.7 | 16.7 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.13 0.27 0.43 0.61 0.81 1.02 1.26 1.5 | 0.0 | 0.0 | 16.7 |
| 2000-01-04 21:30:00 | 0.0 | 0.25 0.8 1.73 3.16 5.21 7.99 11.62 16.24 | 16.24 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.13 0.27 0.42 0.6 0.8 1.01 1.24 1.48 | 0.0 | 0.0 | 16.24 |
| 2000-01-04 22:00:00 | 0.0 | 0.25 0.78 1.69 3.08 5.06 7.76 11.3 15.79 | 15.79 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.13 0.27 0.42 0.59 0.78 0.99 1.22 1.46 | 0.0 | 0.0 | 15.79 |
| 2000-01-04 22:30:00 | 0.0 | 0.24 0.76 1.64 2.99 4.92 7.55 10.99 15.36 | 15.36 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.13 0.26 0.41 0.58 0.77 0.98 1.2 1.44 | 0.0 | 0.0 | 15.36 |
| 2000-01-04 23:00:00 | 0.0 | 0.23 0.74 1.59 2.91 4.79 7.34 10.69 14.94 | 14.94 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.12 0.26 0.4 0.57 0.76 0.96 1.18 1.42 | 0.0 | 0.0 | 14.94 |
| 2000-01-04 23:30:00 | 0.0 | 0.23 0.72 1.55 2.83 4.66 7.14 10.4 14.54 | 14.54 | 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 | 0.12 0.25 0.4 0.56 0.75 0.95 1.17 1.4 | 0.0 | 0.0 | 14.54 |
We printed the last test results with a lower precision than usual.
Otherwise, there were some differences when performing the test
in Python and in Cython mode and possibly also when working with
different compilers, which indicates that |lstream_v001| reaches
limited numerical accuracy when negative water stages occur. In our
real applications, we did not realise any problems stemming from this.
However, we cannot guarantee that they will never occur. Any
suggestions on solving this issue are welcome.
"""
# import...
# ...from standard library
from typing import *
# ...from HydPy
from hydpy.core import objecttools
from hydpy.exe.modelimports import *
# ...from lstream
from hydpy.models.lstream import lstream_fluxes
from hydpy.models.lstream import lstream_model
from hydpy.models.lstream import lstream_solver
[docs]class Characteristics(NamedTuple):
"""Data class for holding the results of method
|Model.calculate_characteristiclength|."""
waterstage: float
discharge: float
derivative: float
length_orig: float
nmb_subsections: int
length_adj: float
def __repr__(self) -> str:
return (
f"Characteristics(\n"
f" waterstage={objecttools.repr_(self.waterstage)},\n"
f" discharge={objecttools.repr_(self.discharge)},\n"
f" derivative={objecttools.repr_(self.derivative)},\n"
f" length_orig={objecttools.repr_(self.length_orig)},\n"
f" nmb_subsections={self.nmb_subsections},\n"
f" length_adj={objecttools.repr_(self.length_adj)},\n"
f")"
)
def __str__(self):
return objecttools.flatten_repr(self)
[docs]class Model(lstream_model.Model, lstream_model.ProfileMixin):
"""Version 1 of HydPy-L-Stream."""
SOLVERPARAMETERS = (
lstream_solver.AbsErrorMax,
lstream_solver.RelErrorMax,
lstream_solver.RelDTMin,
lstream_solver.RelDTMax,
)
SOLVERSEQUENCES = (
lstream_fluxes.QG,
lstream_fluxes.DH,
)
INLET_METHODS = (lstream_model.Pick_Q_V1,)
RECEIVER_METHODS = ()
ADD_METHODS = (
lstream_model.Return_QF_V1,
lstream_model.Return_H_V1,
)
PART_ODE_METHODS = (
lstream_model.Calc_RHM_V1,
lstream_model.Calc_RHMDH_V1,
lstream_model.Calc_RHV_V1,
lstream_model.Calc_RHVDH_V1,
lstream_model.Calc_RHLVR_RHRVR_V1,
lstream_model.Calc_RHLVRDH_RHRVRDH_V1,
lstream_model.Calc_AM_UM_V1,
lstream_model.Calc_ALV_ARV_ULV_URV_V1,
lstream_model.Calc_ALVR_ARVR_ULVR_URVR_V1,
lstream_model.Calc_QM_V1,
lstream_model.Calc_QLV_QRV_V1,
lstream_model.Calc_QLVR_QRVR_V1,
lstream_model.Calc_AG_V1,
lstream_model.Calc_QG_V1,
lstream_model.Calc_QA_V1,
lstream_model.Calc_WBM_V1,
lstream_model.Calc_WBLV_WBRV_V1,
lstream_model.Calc_WBLVR_WBRVR_V1,
lstream_model.Calc_WBG_V1,
lstream_model.Calc_DH_V1,
)
FULL_ODE_METHODS = (lstream_model.Update_H_V1,)
OUTLET_METHODS = (lstream_model.Pass_Q_V1,)
SENDER_METHODS = ()
SUBMODELS = (lstream_model.PegasusH,)
[docs] def calculate_characteristiclength(
self,
*,
h: Optional[float] = None,
q: Optional[float] = None,
dx: float = 1e-6,
lenmin: float = 0.1,
nmbmax: int = 50,
) -> Characteristics:
"""Approximate the characteristic length after the Kalinin-Milyukov
method.
Method |Model.calculate_characteristiclength| determines the
characteristic length based on a finite difference approach and
returns it, accompanied by some intermediate results, within a
|Characteristics| object. You need to pass in either the stage
or the discharge (`q`) value of interest (`h`). Optionally, you
can define alternative values for the finite-difference step size
(`dx`), the smallest allowed subsection length (`minlen`) and the
maximum number of cross-sections (`nmbmax`). The returned
`length_orig` value is the initial approximation of the ideal
characteristic length, and `length_adj` is its adjustment to the
actual channel length. All length value must be given and are
returned in kilometres.
We reuse the example given in the main documentation on module
|lstream_v001|:
>>> from hydpy.models.lstream_v001 import *
>>> parameterstep("1d")
>>> simulationstep("30m")
>>> gts(1)
>>> laen(100.0)
>>> gef(0.00025)
>>> bm(15.0)
>>> bnm(5.0)
>>> skm(1.0/0.035)
>>> hm(inf)
>>> bv(100.0)
>>> bbv(20.0)
>>> bnv(10.0)
>>> bnvr(100.0)
>>> skv(10.0)
>>> ekm(1.0)
>>> ekv(1.0)
>>> hr(0.1)
>>> parameters.update()
When passing a water stage of 7.5 m, method
|Model.calculate_characteristiclength| determines a characteristic
length of 13 km and suggest to split the total channel length of
100 km length into eight subsections:
>>> model.calculate_characteristiclength(h=7.5)
Characteristics(
waterstage=7.5,
discharge=470.654321,
derivative=0.006929,
length_orig=13.044707,
nmb_subsections=8,
length_adj=12.5,
)
Passing the discharge value corresponding to the lastly defined
water stage returns equal results (method
|Model.calculate_characteristiclength| uses first method
|lstream_model.Return_H_V1| to calculate the water stage
and then precedes as usual):
>>> model.calculate_characteristiclength(q=470.654321)
Characteristics(
waterstage=7.5,
discharge=470.654321,
derivative=0.006929,
length_orig=13.044707,
nmb_subsections=8,
length_adj=12.5,
)
The relevant discharge value must be greater than zero:
>>> model.calculate_characteristiclength(q=0.0)
Traceback (most recent call last):
...
ValueError: While trying to calculate the characteristic length for \
the river channel of `lstream_v001` of element `?`, the following error \
occurred: The given values result in a mean discharge of 0.0 m³/s and a \
discharge gradient of 0.0 m³/s/m.
The same holds for the discharge gradient:
>>> model.calculate_characteristiclength(q=100.0, dx=0.0)
Traceback (most recent call last):
...
ValueError: While trying to calculate the characteristic length for \
the river channel of `lstream_v001` of element `?`, the following error \
occurred: The given values result in a mean discharge of 100.0 m³/s and a \
discharge gradient of 0.0 m³/s/m.
One must define at either `h` or `q` but not both:
>>> model.calculate_characteristiclength()
Traceback (most recent call last):
...
ValueError: While trying to calculate the characteristic length for \
the river channel of `lstream_v001` of element `?`, the following error \
occurred: Calculating the characteristic length requires either a reference \
stage or a discharge value, but neither is given.
>>> model.calculate_characteristiclength(h=7.5, q=470.654321)
Traceback (most recent call last):
...
ValueError: While trying to calculate the characteristic length for \
the river channel of `lstream_v001` of element `?`, the following error \
occurred: Calculating the characteristic length requires either a reference \
stage or a discharge value, but both are given.
You can modify the allowed channel length or increase the allowed
number of subsections:
>>> model.calculate_characteristiclength(h=7.5, lenmin=20.0)
Characteristics(
waterstage=7.5,
discharge=470.654321,
derivative=0.006929,
length_orig=13.044707,
nmb_subsections=5,
length_adj=20.0,
)
>>> model.calculate_characteristiclength(
... h=7.5, lenmin=20.0, nmbmax=4)
Characteristics(
waterstage=7.5,
discharge=470.654321,
derivative=0.006929,
length_orig=13.044707,
nmb_subsections=4,
length_adj=25.0,
)
The lowest returned number of subsections is one:
>>> laen(1.0)
>>> model.calculate_characteristiclength(h=7.5)
Characteristics(
waterstage=7.5,
discharge=470.654321,
derivative=0.006929,
length_orig=13.044707,
nmb_subsections=1,
length_adj=1.0,
)
"""
try:
if h is None:
if q is None:
raise ValueError(
"Calculating the characteristic length requires either "
"a reference stage or a discharge value, but neither is "
"given."
)
self.sequences.fluxes.qg = q
h = self.return_h_v1()
elif q is not None:
raise ValueError(
"Calculating the characteristic length requires either "
"a reference stage or a discharge value, but both are given."
)
qs = []
for h_ in (h - dx / 2.0, h + dx / 2.0):
self.sequences.states.h(h_)
self.calculate_single_terms()
qs.append(self.sequences.fluxes.qg[0])
qmean = float(numpy.mean(qs))
dq = qs[1] - qs[0]
if (qmean == 0.0) or (dq == 0.0):
raise ValueError(
f"The given values result in a mean discharge of "
f"{objecttools.repr_(qmean)} m³/s and a discharge "
f"gradient of {objecttools.repr_(dq)} m³/s/m."
)
length_orig = (qmean * dx) / (self.parameters.control.gef * dq) / 1000.0
length_adj = max(length_orig, lenmin)
number = int(
min(max(round(self.parameters.control.laen / length_adj), 1), nmbmax)
)
return Characteristics(
waterstage=h,
discharge=qmean,
derivative=dx / dq,
length_orig=length_orig,
nmb_subsections=number,
length_adj=self.parameters.control.laen / number,
)
except BaseException:
objecttools.augment_excmessage(
f"While trying to calculate the characteristic length for "
f"the river channel of {objecttools.elementphrase(self)}"
)
tester = Tester()
cythonizer = Cythonizer()
cythonizer.finalise()
