# -*- coding: utf-8 -*-
# pylint: disable=line-too-long, unused-wildcard-import
"""
.. _`LARSIM`: http://www.larsim.de/en/the-model/
|meteo_sun_morsim| is similar to |meteo_glob_morsim| but uses
|meteo_inputs.GlobalRadiation| to estimate |meteo_factors.SunshineDuration|, while
|meteo_glob_morsim| uses |meteo_inputs.SunshineDuration| to estimate
|meteo_fluxes.GlobalRadiation|. So, the relationship of |meteo_sun_morsim| and
|meteo_glob_morsim| corresponds to the one of |meteo_sun_fao56| and |meteo_glob_fao56|.
However, opposed to |meteo_sun_fao56| and |meteo_glob_fao56|, |meteo_sun_morsim|
"inverts" |meteo_glob_morsim| only approximately for sub-daily simulation time steps.
This deficit is primarily due to the "daily radiation adjustment" described in the
documentation of |meteo_glob_morsim|.
.. note::
|meteo_sun_morsim| is still under discussion. Please be aware that we might modify
it later if we find a way to achieve higher agreements with |meteo_glob_morsim|.
.. _`LARSIM`: http://www.larsim.de/en/the-model/
Integration tests
=================
.. how_to_understand_integration_tests::
We design all integration tests as similar to those of |meteo_glob_morsim|. This time,
we select |meteo_factors.SunshineDuration| and |meteo_factors.PossibleSunshineDuration|
as output sequences:
>>> from hydpy import Element, Node
>>> from hydpy.aliases import meteo_factors_SunshineDuration, meteo_factors_PossibleSunshineDuration
>>> node1 = Node("node1", variable=meteo_factors_SunshineDuration)
>>> node2 = Node("node2", variable=meteo_factors_PossibleSunshineDuration)
>>> from hydpy.models.meteo_sun_morsim import *
>>> parameterstep()
>>> element = Element("element", outputs=(node1, node2))
>>> element.model = model
We take all parameter values without modifications. But note that |meteo_sun_morsim|
does not use the parameter |AngstromAlternative| (ideas to include it sensibly are
welcome):
>>> latitude(54.1)
>>> longitude(9.7)
>>> angstromconstant(0.25)
>>> angstromfactor(0.5)
.. _meteo_sun_morsim_daily_simulation_summer:
daily simulation summer
_______________________
We repeat the :ref:`meteo_glob_morsim_daily_simulation_summer` example of
|meteo_glob_morsim| but use its global radiation result as input:
>>> from hydpy import IntegrationTest, pub, round_
>>> pub.timegrids = "1997-08-01", "1997-09-01", "1d"
>>> test = IntegrationTest(element)
>>> test.axis1 = (inputs.globalradiation,)
>>> test.axis2 = (factors.sunshineduration, factors.possiblesunshineduration,)
>>> test.dateformat = "%Y-%d-%m"
>>> inputs.globalradiation.series = (
... 190.25149, 127.660782, 164.401298, 269.020502, 287.848667, 274.674263,
... 284.047892, 262.971263, 272.256414, 267.019218, 269.626547, 270.878291,
... 261.697164, 227.962115, 216.356321, 226.637904, 235.528503, 232.849428,
... 199.71349, 233.771902, 246.121286, 90.58551, 171.944993, 216.549813, 166.91683,
... 145.985611, 165.54389, 87.693346, 84.356885, 142.309203, 126.722078)
|meteo_sun_morsim| calculates a sunshine duration series equal to the one we use in the
:ref:`meteo_glob_morsim_daily_simulation_summer` example of |meteo_glob_morsim| as
input:
.. integration-test::
>>> test("meteo_sun_morsim_daily_summer")
| date | globalradiation | earthsundistance | solardeclination | timeofsunrise | timeofsunset | possiblesunshineduration | dailypossiblesunshineduration | unadjustedsunshineduration | sunshineduration | dailysunshineduration | portiondailyradiation | extraterrestrialradiation | clearskysolarradiation | dailyglobalradiation | node1 | node2 |
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| 1997-01-08 | 190.25149 | 0.971564 | 0.307429 | 4.507941 | 20.198726 | 15.690785 | 15.690785 | 6.3 | 6.3 | 6.3 | 100.0 | 422.073153 | 316.554865 | 190.25149 | 6.3 | 15.690785 |
| 1997-02-08 | 127.660782 | 0.971855 | 0.302714 | 4.538923 | 20.167744 | 15.628821 | 15.628821 | 1.7 | 1.7 | 1.7 | 100.0 | 419.403284 | 314.552463 | 127.660782 | 1.7 | 15.628821 |
| 1997-03-08 | 164.401298 | 0.972155 | 0.297909 | 4.570266 | 20.1364 | 15.566134 | 15.566134 | 4.5 | 4.5 | 4.5 | 100.0 | 416.686259 | 312.514694 | 164.401298 | 4.5 | 15.566134 |
| 1997-04-08 | 269.020502 | 0.972464 | 0.293016 | 4.601956 | 20.104711 | 15.502754 | 15.502754 | 12.4 | 12.4 | 12.4 | 100.0 | 413.922951 | 310.442213 | 269.020502 | 12.4 | 15.502754 |
| 1997-05-08 | 287.848667 | 0.97278 | 0.288036 | 4.633978 | 20.072689 | 15.438712 | 15.438712 | 13.9 | 13.9 | 13.9 | 100.0 | 411.114245 | 308.335683 | 287.848667 | 13.9 | 15.438712 |
| 1997-06-08 | 274.674263 | 0.973104 | 0.282971 | 4.666316 | 20.04035 | 15.374034 | 15.374034 | 13.0 | 13.0 | 13.0 | 100.0 | 408.261035 | 306.195777 | 274.674263 | 13.0 | 15.374034 |
| 1997-07-08 | 284.047892 | 0.973436 | 0.277822 | 4.698958 | 20.007708 | 15.30875 | 15.30875 | 13.8 | 13.8 | 13.8 | 100.0 | 405.364232 | 304.023174 | 284.047892 | 13.8 | 15.30875 |
| 1997-08-08 | 262.971263 | 0.973776 | 0.272591 | 4.731891 | 19.974776 | 15.242885 | 15.242885 | 12.3 | 12.3 | 12.3 | 100.0 | 402.424754 | 301.818566 | 262.971263 | 12.3 | 15.242885 |
| 1997-09-08 | 272.256414 | 0.974124 | 0.267279 | 4.7651 | 19.941567 | 15.176467 | 15.176467 | 13.1 | 13.1 | 13.1 | 100.0 | 399.443534 | 299.58265 | 272.256414 | 13.1 | 15.176467 |
| 1997-10-08 | 267.019218 | 0.974479 | 0.261887 | 4.798573 | 19.908094 | 15.109521 | 15.109521 | 12.8 | 12.8 | 12.8 | 100.0 | 396.421514 | 297.316136 | 267.019218 | 12.8 | 15.109521 |
| 1997-11-08 | 269.626547 | 0.974842 | 0.256418 | 4.832298 | 19.874369 | 15.042071 | 15.042071 | 13.1 | 13.1 | 13.1 | 100.0 | 393.359651 | 295.019738 | 269.626547 | 13.1 | 15.042071 |
| 1997-12-08 | 270.878291 | 0.975213 | 0.250873 | 4.866263 | 19.840404 | 14.974141 | 14.974141 | 13.3 | 13.3 | 13.3 | 100.0 | 390.258912 | 292.694184 | 270.878291 | 13.3 | 14.974141 |
| 1997-13-08 | 261.697164 | 0.97559 | 0.245254 | 4.900456 | 19.806211 | 14.905755 | 14.905755 | 12.7 | 12.7 | 12.7 | 100.0 | 387.120277 | 290.340208 | 261.697164 | 12.7 | 14.905755 |
| 1997-14-08 | 227.962115 | 0.975975 | 0.239562 | 4.934866 | 19.7718 | 14.836934 | 14.836934 | 10.2 | 10.2 | 10.2 | 100.0 | 383.944737 | 287.958553 | 227.962115 | 10.2 | 14.836934 |
| 1997-15-08 | 216.356321 | 0.976367 | 0.233799 | 4.969483 | 19.737183 | 14.7677 | 14.7677 | 9.4 | 9.4 | 9.4 | 100.0 | 380.733298 | 285.549974 | 216.356321 | 9.4 | 14.7677 |
| 1997-16-08 | 226.637904 | 0.976766 | 0.227967 | 5.004296 | 19.702371 | 14.698075 | 14.698075 | 10.3 | 10.3 | 10.3 | 100.0 | 377.486975 | 283.115231 | 226.637904 | 10.3 | 14.698075 |
| 1997-17-08 | 235.528503 | 0.977172 | 0.222067 | 5.039294 | 19.667372 | 14.628078 | 14.628078 | 11.1 | 11.1 | 11.1 | 100.0 | 374.206797 | 280.655098 | 235.528503 | 11.1 | 14.628078 |
| 1997-18-08 | 232.849428 | 0.977584 | 0.216102 | 5.074469 | 19.632198 | 14.557728 | 14.557728 | 11.0 | 11.0 | 11.0 | 100.0 | 370.893805 | 278.170354 | 232.849428 | 11.0 | 14.557728 |
| 1997-19-08 | 199.71349 | 0.978003 | 0.210072 | 5.10981 | 19.596856 | 14.487046 | 14.487046 | 8.5 | 8.5 | 8.5 | 100.0 | 367.549053 | 275.66179 | 199.71349 | 8.5 | 14.487046 |
| 1997-20-08 | 233.771902 | 0.978429 | 0.20398 | 5.145309 | 19.561357 | 14.416048 | 14.416048 | 11.3 | 11.3 | 11.3 | 100.0 | 364.173607 | 273.130205 | 233.771902 | 11.3 | 14.416048 |
| 1997-21-08 | 246.121286 | 0.97886 | 0.197828 | 5.180957 | 19.525709 | 14.344752 | 14.344752 | 12.4 | 12.4 | 12.4 | 100.0 | 360.768544 | 270.576408 | 246.121286 | 12.4 | 14.344752 |
| 1997-22-08 | 90.58551 | 0.979299 | 0.191617 | 5.216746 | 19.489921 | 14.273175 | 14.273175 | 0.1 | 0.1 | 0.1 | 100.0 | 357.334956 | 268.001217 | 90.58551 | 0.1 | 14.273175 |
| 1997-23-08 | 171.944993 | 0.979743 | 0.18535 | 5.252667 | 19.454 | 14.201333 | 14.201333 | 6.7 | 6.7 | 6.7 | 100.0 | 353.873944 | 265.405458 | 171.944993 | 6.7 | 14.201333 |
| 1997-24-08 | 216.549813 | 0.980193 | 0.179027 | 5.288712 | 19.417955 | 14.129243 | 14.129243 | 10.4 | 10.4 | 10.4 | 100.0 | 350.386625 | 262.789968 | 216.549813 | 10.4 | 14.129243 |
| 1997-25-08 | 166.91683 | 0.980649 | 0.172651 | 5.324874 | 19.381792 | 14.056918 | 14.056918 | 6.5 | 6.5 | 6.5 | 100.0 | 346.874124 | 260.155593 | 166.91683 | 6.5 | 14.056918 |
| 1997-26-08 | 145.985611 | 0.981111 | 0.166225 | 5.361147 | 19.34552 | 13.984374 | 13.984374 | 4.9 | 4.9 | 4.9 | 100.0 | 343.33758 | 257.503185 | 145.985611 | 4.9 | 13.984374 |
| 1997-27-08 | 165.54389 | 0.981578 | 0.159748 | 5.397522 | 19.309145 | 13.911624 | 13.911624 | 6.6 | 6.6 | 6.6 | 100.0 | 339.778145 | 254.833609 | 165.54389 | 6.6 | 13.911624 |
| 1997-28-08 | 87.693346 | 0.982051 | 0.153225 | 5.433993 | 19.272674 | 13.838682 | 13.838682 | 0.3 | 0.3 | 0.3 | 100.0 | 336.19698 | 252.147735 | 87.693346 | 0.3 | 13.838682 |
| 1997-29-08 | 84.356885 | 0.982529 | 0.146656 | 5.470553 | 19.236114 | 13.765561 | 13.765561 | 0.1 | 0.1 | 0.1 | 100.0 | 332.595259 | 249.446444 | 84.356885 | 0.1 | 13.765561 |
| 1997-30-08 | 142.309203 | 0.983012 | 0.140044 | 5.507197 | 19.19947 | 13.692273 | 13.692273 | 5.0 | 5.0 | 5.0 | 100.0 | 328.974167 | 246.730625 | 142.309203 | 5.0 | 13.692273 |
| 1997-31-08 | 126.722078 | 0.9835 | 0.13339 | 5.543918 | 19.162749 | 13.618831 | 13.618831 | 3.8 | 3.8 | 3.8 | 100.0 | 325.334897 | 244.001173 | 126.722078 | 3.8 | 13.618831 |
All getters specified by the |RadiationModel_V1| interface return the correct data:
>>> round_(model.get_possiblesunshineduration())
13.618831
>>> round_(model.get_sunshineduration())
3.8
>>> round_(model.get_clearskysolarradiation())
244.001173
>>> round_(model.get_globalradiation())
126.722078
.. _meteo_sun_morsim_daily_simulation_winter:
daily simulation winter
_______________________
We repeat the :ref:`meteo_glob_morsim_daily_simulation_winter` example of
|meteo_glob_morsim| but use its global radiation results as input:
>>> pub.timegrids = "2010-12-01", "2011-01-01", "1d"
>>> inputs.globalradiation.series = (
... 31.942798, 9.873898, 16.6835, 31.807427, 9.532511, 16.141484, 9.341429,
... 9.256764, 33.405815, 15.591158, 15.891544, 17.823519, 8.941324, 19.668068,
... 26.831581, 8.837738, 8.817416, 8.804185, 8.798044, 15.464746, 17.879541,
... 8.822161, 8.844396, 8.873743, 27.759642, 32.328755, 9.004582, 28.982321,
... 9.127645, 9.19999, 32.062234)
Again, there is a perfect agreement regarding the sunshine duration:
.. integration-test::
>>> test("meteo_sun_morsim_daily_winter")
| date | globalradiation | earthsundistance | solardeclination | timeofsunrise | timeofsunset | possiblesunshineduration | dailypossiblesunshineduration | unadjustedsunshineduration | sunshineduration | dailysunshineduration | portiondailyradiation | extraterrestrialradiation | clearskysolarradiation | dailyglobalradiation | node1 | node2 |
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| 2010-01-12 | 31.942798 | 1.028719 | -0.389384 | 8.532819 | 16.173848 | 7.641029 | 7.641029 | 3.5 | 3.5 | 3.5 | 100.0 | 66.682705 | 50.012029 | 31.942798 | 3.5 | 7.641029 |
| 2010-02-12 | 9.873898 | 1.028994 | -0.391536 | 8.548511 | 16.158156 | 7.609644 | 7.609644 | 0.0 | 0.0 | 0.0 | 100.0 | 65.825989 | 49.369492 | 9.873898 | 0.0 | 7.609644 |
| 2010-03-12 | 16.6835 | 1.02926 | -0.393572 | 8.563421 | 16.143245 | 7.579824 | 7.579824 | 0.1 | 0.1 | 0.1 | 100.0 | 65.018433 | 48.763825 | 16.6835 | 0.1 | 7.579824 |
| 2010-04-12 | 31.807427 | 1.029518 | -0.395492 | 8.577535 | 16.129131 | 7.551596 | 7.551596 | 3.7 | 3.7 | 3.7 | 100.0 | 64.259854 | 48.19489 | 31.807427 | 3.7 | 7.551596 |
| 2010-05-12 | 9.532511 | 1.029767 | -0.397294 | 8.590839 | 16.115828 | 7.524989 | 7.524989 | 0.0 | 0.0 | 0.0 | 100.0 | 63.55007 | 47.662553 | 9.532511 | 0.0 | 7.524989 |
| 2010-06-12 | 16.141484 | 1.030007 | -0.398979 | 8.603319 | 16.103347 | 7.500028 | 7.500028 | 0.1 | 0.1 | 0.1 | 100.0 | 62.888906 | 47.16668 | 16.141484 | 0.1 | 7.500028 |
| 2010-07-12 | 9.341429 | 1.030238 | -0.400545 | 8.614964 | 16.091703 | 7.476739 | 7.476739 | 0.0 | 0.0 | 0.0 | 100.0 | 62.276192 | 46.707144 | 9.341429 | 0.0 | 7.476739 |
| 2010-08-12 | 9.256764 | 1.030461 | -0.401992 | 8.625761 | 16.080906 | 7.455145 | 7.455145 | 0.0 | 0.0 | 0.0 | 100.0 | 61.711763 | 46.283822 | 9.256764 | 0.0 | 7.455145 |
| 2010-09-12 | 33.405815 | 1.030674 | -0.403321 | 8.635699 | 16.070967 | 7.435268 | 7.435268 | 4.4 | 4.4 | 4.4 | 100.0 | 61.195464 | 45.896598 | 33.405815 | 4.4 | 7.435268 |
| 2010-10-12 | 15.591158 | 1.030879 | -0.40453 | 8.644768 | 16.061898 | 7.41713 | 7.41713 | 0.1 | 0.1 | 0.1 | 100.0 | 60.72715 | 45.545363 | 15.591158 | 0.1 | 7.41713 |
| 2010-11-12 | 15.891544 | 1.031074 | -0.405619 | 8.652959 | 16.053708 | 7.400749 | 7.400749 | 0.2 | 0.2 | 0.2 | 100.0 | 60.306686 | 45.230014 | 15.891544 | 0.2 | 7.400749 |
| 2010-12-12 | 17.823519 | 1.03126 | -0.406588 | 8.660262 | 16.046405 | 7.386143 | 7.386143 | 0.7 | 0.7 | 0.7 | 100.0 | 59.933948 | 44.950461 | 17.823519 | 0.7 | 7.386143 |
| 2010-13-12 | 8.941324 | 1.031437 | -0.407436 | 8.666669 | 16.039997 | 7.373328 | 7.373328 | 0.0 | 0.0 | 0.0 | 100.0 | 59.608826 | 44.70662 | 8.941324 | 0.0 | 7.373328 |
| 2010-14-12 | 19.668068 | 1.031605 | -0.408164 | 8.672175 | 16.034492 | 7.362317 | 7.362317 | 1.2 | 1.2 | 1.2 | 100.0 | 59.331223 | 44.498417 | 19.668068 | 1.2 | 7.362317 |
| 2010-15-12 | 26.831581 | 1.031763 | -0.40877 | 8.676772 | 16.029895 | 7.353123 | 7.353123 | 3.0 | 3.0 | 3.0 | 100.0 | 59.101055 | 44.325792 | 26.831581 | 3.0 | 7.353123 |
| 2010-16-12 | 8.837738 | 1.031912 | -0.409256 | 8.680456 | 16.026211 | 7.345755 | 7.345755 | 0.0 | 0.0 | 0.0 | 100.0 | 58.918256 | 44.188692 | 8.837738 | 0.0 | 7.345755 |
| 2010-17-12 | 8.817416 | 1.032051 | -0.40962 | 8.683222 | 16.023444 | 7.340222 | 7.340222 | 0.0 | 0.0 | 0.0 | 100.0 | 58.782773 | 44.08708 | 8.817416 | 0.0 | 7.340222 |
| 2010-18-12 | 8.804185 | 1.032182 | -0.409863 | 8.685068 | 16.021598 | 7.33653 | 7.33653 | 0.0 | 0.0 | 0.0 | 100.0 | 58.694569 | 44.020927 | 8.804185 | 0.0 | 7.33653 |
| 2010-19-12 | 8.798044 | 1.032302 | -0.409985 | 8.685992 | 16.020675 | 7.334683 | 7.334683 | 0.0 | 0.0 | 0.0 | 100.0 | 58.653626 | 43.990219 | 8.798044 | 0.0 | 7.334683 |
| 2010-20-12 | 15.464746 | 1.032413 | -0.409985 | 8.685992 | 16.020675 | 7.334683 | 7.334683 | 0.2 | 0.2 | 0.2 | 100.0 | 58.659939 | 43.994954 | 15.464746 | 0.2 | 7.334683 |
| 2010-21-12 | 17.879541 | 1.032515 | -0.409863 | 8.685068 | 16.021598 | 7.33653 | 7.33653 | 0.8 | 0.8 | 0.8 | 100.0 | 58.713523 | 44.035142 | 17.879541 | 0.8 | 7.33653 |
| 2010-22-12 | 8.822161 | 1.032607 | -0.40962 | 8.683222 | 16.023444 | 7.340222 | 7.340222 | 0.0 | 0.0 | 0.0 | 100.0 | 58.814408 | 44.110806 | 8.822161 | 0.0 | 7.340222 |
| 2010-23-12 | 8.844396 | 1.032689 | -0.409256 | 8.680456 | 16.026211 | 7.345755 | 7.345755 | 0.0 | 0.0 | 0.0 | 100.0 | 58.96264 | 44.22198 | 8.844396 | 0.0 | 7.345755 |
| 2010-24-12 | 8.873743 | 1.032762 | -0.40877 | 8.676772 | 16.029895 | 7.353123 | 7.353123 | 0.0 | 0.0 | 0.0 | 100.0 | 59.158284 | 44.368713 | 8.873743 | 0.0 | 7.353123 |
| 2010-25-12 | 27.759642 | 1.032825 | -0.408164 | 8.672175 | 16.034492 | 7.362317 | 7.362317 | 3.2 | 3.2 | 3.2 | 100.0 | 59.401417 | 44.551063 | 27.759642 | 3.2 | 7.362317 |
| 2010-26-12 | 32.328755 | 1.032879 | -0.407436 | 8.666669 | 16.039997 | 7.373328 | 7.373328 | 4.3 | 4.3 | 4.3 | 100.0 | 59.692135 | 44.769102 | 32.328755 | 4.3 | 7.373328 |
| 2010-27-12 | 9.004582 | 1.032922 | -0.406588 | 8.660262 | 16.046405 | 7.386143 | 7.386143 | 0.0 | 0.0 | 0.0 | 100.0 | 60.030549 | 45.022912 | 9.004582 | 0.0 | 7.386143 |
| 2010-28-12 | 28.982321 | 1.032956 | -0.405619 | 8.652959 | 16.053708 | 7.400749 | 7.400749 | 3.4 | 3.4 | 3.4 | 100.0 | 60.416781 | 45.312585 | 28.982321 | 3.4 | 7.400749 |
| 2010-29-12 | 9.127645 | 1.032981 | -0.40453 | 8.644768 | 16.061898 | 7.41713 | 7.41713 | 0.0 | 0.0 | 0.0 | 100.0 | 60.850969 | 45.638227 | 9.127645 | 0.0 | 7.41713 |
| 2010-30-12 | 9.19999 | 1.032995 | -0.403321 | 8.635699 | 16.070967 | 7.435268 | 7.435268 | 0.0 | 0.0 | 0.0 | 100.0 | 61.333263 | 45.999948 | 9.19999 | 0.0 | 7.435268 |
| 2010-31-12 | 32.062234 | 1.033 | -0.401992 | 8.625761 | 16.080906 | 7.455145 | 7.455145 | 4.0 | 4.0 | 4.0 | 100.0 | 61.863826 | 46.397869 | 32.062234 | 4.0 | 7.455145 |
.. _meteo_sun_morsim_hourly_simulation_summer:
hourly simulation summer
________________________
We repeat the :ref:`meteo_glob_morsim_hourly_simulation_summer` example of
|meteo_glob_morsim| but use its global radiation results as input and prepare the log
sequences |LoggedGlobalRadiation| and |LoggedUnadjustedSunshineDuration| instead of
|LoggedSunshineDuration| and |LoggedUnadjustedSunshineDuration|:
>>> pub.timegrids = "1997-08-03", "1997-08-06", "1h"
>>> test = IntegrationTest(element)
>>> test.axis1 = (inputs.globalradiation,)
>>> test.axis2 = (factors.sunshineduration, factors.possiblesunshineduration,)
>>> test.dateformat = "%Y-%d-%m %H:00"
>>> inputs.globalradiation.series = (
... 0.0, 0.0, 0.0, 0.0, 1.943686, 21.932441, 57.256187, 109.332844, 170.949152,
... 311.762624, 501.583299, 615.018727, 626.544326, 496.133417, 419.520994,
... 387.887354, 278.496873, 137.138608, 51.080715, 13.632816, 0.185943, 0.0, 0.0,
... 0.0, 0.0, 0.0, 0.0, 0.0, 1.590516, 19.950903, 62.985774, 285.776389, 475.225247,
... 614.006719, 643.806508, 600.26298, 620.51414, 599.441386, 613.551223,
... 517.107047, 377.836616, 252.204639, 128.576715, 42.072585, 0.812898, 0.0, 0.0,
... 0.0, 0.0, 0.0, 0.0, 0.0, 1.482348, 21.135568, 125.883451, 305.954943,
... 511.104575, 629.51924, 765.81659, 767.145843, 736.263854, 768.006183, 735.92937,
... 620.374953, 450.095263, 273.614141, 133.368104, 40.326502, 0.867122, 0.0, 0.0,
... 0.0)
>>> test.inits = (
... (logs.loggedglobalradiation,
... [0.0, 0.0, 0.0, 0.0, 0.0, 27.777778, 55.555556, 138.888889, 222.222222,
... 305.555556, 333.333333, 388.888889, 527.777778, 444.444444, 250.0, 222.222222,
... 166.666667, 111.111111, 55.555556, 27.777778, 0.0, 0.0, 0.0, 0.0]),
... (logs.loggedunadjustedsunshineduration,
... [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2, 0.1, 0.2, 0.1, 0.2, 0.2, 0.3, 0.0,
... 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]))
For this hourly simulation, there are relevant differences between the "real" sunshine
durations defined in the :ref:`meteo_glob_morsim_hourly_simulation_summer` example and
the estimates of |meteo_sun_morsim|. The "daily sunshine adjustment" approach
implemented by method |Calc_SunshineDuration_V2| improves the agreement but cannot
achieve equality:
.. integration-test::
>>> test("meteo_sun_morsim_hourly_summer")
| date | globalradiation | earthsundistance | solardeclination | timeofsunrise | timeofsunset | possiblesunshineduration | dailypossiblesunshineduration | unadjustedsunshineduration | sunshineduration | dailysunshineduration | portiondailyradiation | extraterrestrialradiation | clearskysolarradiation | dailyglobalradiation | node1 | node2 |
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| 1997-03-08 00:00 | 0.0 | 0.972155 | 0.297909 | 4.570266 | 20.1364 | 0.0 | 15.566134 | 0.0 | 0.0 | 2.420919 | 0.0 | 416.686259 | 0.0 | 136.574074 | 0.0 | 0.0 |
| 1997-03-08 01:00 | 0.0 | 0.972155 | 0.297909 | 4.570266 | 20.1364 | 0.0 | 15.566134 | 0.0 | 0.0 | 2.420919 | 0.0 | 416.686259 | 0.0 | 136.574074 | 0.0 | 0.0 |
| 1997-03-08 02:00 | 0.0 | 0.972155 | 0.297909 | 4.570266 | 20.1364 | 0.0 | 15.566134 | 0.0 | 0.0 | 2.420919 | 0.0 | 416.686259 | 0.0 | 136.574074 | 0.0 | 0.0 |
| 1997-03-08 03:00 | 0.0 | 0.972155 | 0.297909 | 4.570266 | 20.1364 | 0.0 | 15.566134 | 0.0 | 0.0 | 2.420919 | 0.0 | 416.686259 | 0.0 | 136.574074 | 0.0 | 0.0 |
| 1997-03-08 04:00 | 1.943686 | 0.972155 | 0.297909 | 4.570266 | 20.1364 | 0.429734 | 15.566134 | 0.0 | 0.0 | 2.340495 | 0.086656 | 416.686259 | 6.499471 | 135.497654 | 0.0 | 0.429734 |
| 1997-03-08 05:00 | 21.932441 | 0.972155 | 0.297909 | 4.570266 | 20.1364 | 1.0 | 15.566134 | 0.0 | 0.0 | 2.235824 | 0.968392 | 416.686259 | 72.632793 | 134.09669 | 0.0 | 1.0 |
| 1997-03-08 06:00 | 57.256187 | 0.972155 | 0.297909 | 4.570266 | 20.1364 | 1.0 | 15.566134 | 0.0 | 0.0 | 2.068169 | 2.4897 | 416.686259 | 186.736268 | 131.852735 | 0.0 | 1.0 |
| 1997-03-08 07:00 | 109.332844 | 0.972155 | 0.297909 | 4.570266 | 20.1364 | 1.0 | 15.566134 | 0.0 | 0.0 | 1.889684 | 4.679733 | 416.686259 | 350.996451 | 129.463826 | 0.0 | 1.0 |
| 1997-03-08 08:00 | 170.949152 | 0.972155 | 0.297909 | 4.570266 | 20.1364 | 1.0 | 15.566134 | 0.0 | 0.0 | 1.730067 | 7.219274 | 416.686259 | 541.470994 | 127.327448 | 0.0 | 1.0 |
| 1997-03-08 09:00 | 311.762624 | 0.972155 | 0.297909 | 4.570266 | 20.1364 | 1.0 | 15.566134 | 0.160342 | 0.211068 | 1.922339 | 9.442017 | 416.686259 | 708.184581 | 129.900891 | 0.211068 | 1.0 |
| 1997-03-08 10:00 | 501.583299 | 0.972155 | 0.297909 | 4.570266 | 20.1364 | 1.0 | 15.566134 | 0.436693 | 0.574283 | 2.100217 | 10.709164 | 416.686259 | 803.2251 | 132.281676 | 0.574283 | 1.0 |
| 1997-03-08 11:00 | 615.018727 | 0.972155 | 0.297909 | 4.570266 | 20.1364 | 1.0 | 15.566134 | 0.641632 | 0.746481 | 2.371805 | 10.773868 | 416.686259 | 808.078107 | 135.916716 | 0.746481 | 1.0 |
| 1997-03-08 12:00 | 626.544326 | 0.972155 | 0.297909 | 4.570266 | 20.1364 | 1.0 | 15.566134 | 0.708938 | 0.865897 | 3.111645 | 10.364714 | 416.686259 | 777.390094 | 145.819026 | 0.865897 | 1.0 |
| 1997-03-08 13:00 | 496.133417 | 0.972155 | 0.297909 | 4.570266 | 20.1364 | 1.0 | 15.566134 | 0.412597 | 0.521979 | 3.618455 | 10.872489 | 416.686259 | 815.475032 | 152.602363 | 0.521979 | 1.0 |
| 1997-03-08 14:00 | 419.520994 | 0.972155 | 0.297909 | 4.570266 | 20.1364 | 1.0 | 15.566134 | 0.302018 | 0.405098 | 3.973239 | 10.461143 | 416.686259 | 784.622637 | 157.350923 | 0.405098 | 1.0 |
| 1997-03-08 15:00 | 387.887354 | 0.972155 | 0.297909 | 4.570266 | 20.1364 | 1.0 | 15.566134 | 0.375019 | 0.520027 | 4.488968 | 8.865382 | 416.686259 | 664.934948 | 164.253636 | 0.520027 | 1.0 |
| 1997-03-08 16:00 | 278.496873 | 0.972155 | 0.297909 | 4.570266 | 20.1364 | 1.0 | 15.566134 | 0.360287 | 0.522116 | 4.923579 | 6.474205 | 416.686259 | 485.588212 | 170.070636 | 0.522116 | 1.0 |
| 1997-03-08 17:00 | 137.138608 | 0.972155 | 0.297909 | 4.570266 | 20.1364 | 1.0 | 15.566134 | 0.189512 | 0.273543 | 5.177553 | 3.977658 | 416.686259 | 298.338414 | 173.46993 | 0.273543 | 1.0 |
| 1997-03-08 18:00 | 51.080715 | 0.972155 | 0.297909 | 4.570266 | 20.1364 | 1.0 | 15.566134 | 0.017797 | 0.025919 | 5.250097 | 1.972911 | 416.686259 | 147.975255 | 174.440885 | 0.025919 | 1.0 |
| 1997-03-08 19:00 | 13.632816 | 0.972155 | 0.297909 | 4.570266 | 20.1364 | 1.0 | 15.566134 | 0.0 | 0.0 | 5.292537 | 0.634046 | 416.686259 | 47.55565 | 175.008919 | 0.0 | 1.0 |
| 1997-03-08 20:00 | 0.185943 | 0.972155 | 0.297909 | 4.570266 | 20.1364 | 0.1364 | 15.566134 | 0.0 | 0.0 | 5.293116 | 0.008648 | 416.686259 | 0.648661 | 175.016667 | 0.0 | 0.1364 |
| 1997-03-08 21:00 | 0.0 | 0.972155 | 0.297909 | 4.570266 | 20.1364 | 0.0 | 15.566134 | 0.0 | 0.0 | 5.293116 | 0.0 | 416.686259 | 0.0 | 175.016667 | 0.0 | 0.0 |
| 1997-03-08 22:00 | 0.0 | 0.972155 | 0.297909 | 4.570266 | 20.1364 | 0.0 | 15.566134 | 0.0 | 0.0 | 5.293116 | 0.0 | 416.686259 | 0.0 | 175.016667 | 0.0 | 0.0 |
| 1997-03-08 23:00 | 0.0 | 0.972155 | 0.297909 | 4.570266 | 20.1364 | 0.0 | 15.566134 | 0.0 | 0.0 | 5.293116 | 0.0 | 416.686259 | 0.0 | 175.016667 | 0.0 | 0.0 |
| 1997-04-08 00:00 | 0.0 | 0.972464 | 0.293016 | 4.601956 | 20.104711 | 0.0 | 15.502754 | 0.0 | 0.0 | 5.358504 | 0.0 | 413.922951 | 0.0 | 175.016667 | 0.0 | 0.0 |
| 1997-04-08 01:00 | 0.0 | 0.972464 | 0.293016 | 4.601956 | 20.104711 | 0.0 | 15.502754 | 0.0 | 0.0 | 5.358504 | 0.0 | 413.922951 | 0.0 | 175.016667 | 0.0 | 0.0 |
| 1997-04-08 02:00 | 0.0 | 0.972464 | 0.293016 | 4.601956 | 20.104711 | 0.0 | 15.502754 | 0.0 | 0.0 | 5.358504 | 0.0 | 413.922951 | 0.0 | 175.016667 | 0.0 | 0.0 |
| 1997-04-08 03:00 | 0.0 | 0.972464 | 0.293016 | 4.601956 | 20.104711 | 0.0 | 15.502754 | 0.0 | 0.0 | 5.358504 | 0.0 | 413.922951 | 0.0 | 175.016667 | 0.0 | 0.0 |
| 1997-04-08 04:00 | 1.590516 | 0.972464 | 0.293016 | 4.601956 | 20.104711 | 0.398044 | 15.502754 | 0.0 | 0.0 | 5.357402 | 0.07485 | 413.922951 | 5.576807 | 175.001951 | 0.0 | 0.398044 |
| 1997-04-08 05:00 | 19.950903 | 0.972464 | 0.293016 | 4.601956 | 20.104711 | 1.0 | 15.502754 | 0.0 | 0.0 | 5.351217 | 0.938714 | 413.922951 | 69.939921 | 174.919387 | 0.0 | 1.0 |
| 1997-04-08 06:00 | 62.985774 | 0.972464 | 0.293016 | 4.601956 | 20.104711 | 1.0 | 15.502754 | 0.016424 | 0.024351 | 5.3691 | 2.455474 | 413.922951 | 182.947859 | 175.15812 | 0.024351 | 1.0 |
| 1997-04-08 07:00 | 285.776389 | 0.972464 | 0.293016 | 4.601956 | 20.104711 | 1.0 | 15.502754 | 0.73726 | 1.0 | 5.919798 | 4.650125 | 413.922951 | 346.462853 | 182.509935 | 1.0 | 1.0 |
| 1997-04-08 08:00 | 475.225247 | 0.972464 | 0.293016 | 4.601956 | 20.104711 | 1.0 | 15.502754 | 0.827155 | 1.0 | 6.869476 | 7.209034 | 413.922951 | 537.117229 | 195.188105 | 1.0 | 1.0 |
| 1997-04-08 09:00 | 614.006719 | 0.972464 | 0.293016 | 4.601956 | 20.104711 | 1.0 | 15.502754 | 0.806882 | 1.0 | 7.81281 | 9.458797 | 413.922951 | 704.738349 | 207.781609 | 1.0 | 1.0 |
| 1997-04-08 10:00 | 643.806508 | 0.972464 | 0.293016 | 4.601956 | 20.104711 | 1.0 | 15.502754 | 0.706007 | 0.955381 | 8.256704 | 10.747438 | 413.922951 | 800.750043 | 213.707576 | 0.955381 | 1.0 |
| 1997-04-08 11:00 | 600.26298 | 0.972464 | 0.293016 | 4.601956 | 20.104711 | 1.0 | 15.502754 | 0.616973 | 0.833612 | 8.21065 | 10.819272 | 413.922951 | 806.102134 | 213.092753 | 0.833612 | 1.0 |
| 1997-04-08 12:00 | 620.51414 | 0.972464 | 0.293016 | 4.601956 | 20.104711 | 1.0 | 15.502754 | 0.700274 | 0.945342 | 8.191829 | 10.408076 | 413.922951 | 775.465449 | 212.841496 | 0.945342 | 1.0 |
| 1997-04-08 13:00 | 599.441386 | 0.972464 | 0.293016 | 4.601956 | 20.104711 | 1.0 | 15.502754 | 0.605418 | 0.823298 | 8.514264 | 10.917404 | 413.922951 | 813.413559 | 217.145994 | 0.823298 | 1.0 |
| 1997-04-08 14:00 | 613.551223 | 0.972464 | 0.293016 | 4.601956 | 20.104711 | 1.0 | 15.502754 | 0.677045 | 0.930455 | 9.119852 | 10.494383 | 413.922951 | 781.895886 | 225.230587 | 0.930455 | 1.0 |
| 1997-04-08 15:00 | 517.107047 | 0.972464 | 0.293016 | 4.601956 | 20.104711 | 1.0 | 15.502754 | 0.67314 | 0.924467 | 9.52316 | 8.874215 | 413.922951 | 661.183412 | 230.614741 | 0.924467 | 1.0 |
| 1997-04-08 16:00 | 377.836616 | 0.972464 | 0.293016 | 4.601956 | 20.104711 | 1.0 | 15.502754 | 0.678079 | 0.919433 | 9.833209 | 6.45697 | 413.922951 | 481.083834 | 234.753897 | 0.919433 | 1.0 |
| 1997-04-08 17:00 | 252.204639 | 0.972464 | 0.293016 | 4.601956 | 20.104711 | 1.0 | 15.502754 | 0.787027 | 1.0 | 10.192342 | 3.945159 | 413.922951 | 293.93856 | 239.548315 | 1.0 | 1.0 |
| 1997-04-08 18:00 | 128.576715 | 0.972464 | 0.293016 | 4.601956 | 20.104711 | 1.0 | 15.502754 | 0.834566 | 1.0 | 10.434215 | 1.939642 | 413.922951 | 144.515231 | 242.777315 | 1.0 | 1.0 |
| 1997-04-08 19:00 | 42.072585 | 0.972464 | 0.293016 | 4.601956 | 20.104711 | 1.0 | 15.502754 | 0.899331 | 0.989343 | 10.522979 | 0.60531 | 413.922951 | 45.099317 | 243.962305 | 0.989343 | 1.0 |
| 1997-04-08 20:00 | 0.812898 | 0.972464 | 0.293016 | 4.601956 | 20.104711 | 0.104711 | 15.502754 | 0.104711 | 0.104711 | 10.524936 | 0.005136 | 413.922951 | 0.382679 | 243.988429 | 0.104711 | 0.104711 |
| 1997-04-08 21:00 | 0.0 | 0.972464 | 0.293016 | 4.601956 | 20.104711 | 0.0 | 15.502754 | 0.0 | 0.0 | 10.524936 | 0.0 | 413.922951 | 0.0 | 243.988429 | 0.0 | 0.0 |
| 1997-04-08 22:00 | 0.0 | 0.972464 | 0.293016 | 4.601956 | 20.104711 | 0.0 | 15.502754 | 0.0 | 0.0 | 10.524936 | 0.0 | 413.922951 | 0.0 | 243.988429 | 0.0 | 0.0 |
| 1997-04-08 23:00 | 0.0 | 0.972464 | 0.293016 | 4.601956 | 20.104711 | 0.0 | 15.502754 | 0.0 | 0.0 | 10.524936 | 0.0 | 413.922951 | 0.0 | 243.988429 | 0.0 | 0.0 |
| 1997-05-08 00:00 | 0.0 | 0.97278 | 0.288036 | 4.633978 | 20.072689 | 0.0 | 15.438712 | 0.0 | 0.0 | 10.605803 | 0.0 | 411.114245 | 0.0 | 243.988429 | 0.0 | 0.0 |
| 1997-05-08 01:00 | 0.0 | 0.97278 | 0.288036 | 4.633978 | 20.072689 | 0.0 | 15.438712 | 0.0 | 0.0 | 10.605803 | 0.0 | 411.114245 | 0.0 | 243.988429 | 0.0 | 0.0 |
| 1997-05-08 02:00 | 0.0 | 0.97278 | 0.288036 | 4.633978 | 20.072689 | 0.0 | 15.438712 | 0.0 | 0.0 | 10.605803 | 0.0 | 411.114245 | 0.0 | 243.988429 | 0.0 | 0.0 |
| 1997-05-08 03:00 | 0.0 | 0.97278 | 0.288036 | 4.633978 | 20.072689 | 0.0 | 15.438712 | 0.0 | 0.0 | 10.605803 | 0.0 | 411.114245 | 0.0 | 243.988429 | 0.0 | 0.0 |
| 1997-05-08 04:00 | 1.482348 | 0.97278 | 0.288036 | 4.633978 | 20.072689 | 0.366022 | 15.438712 | 0.0 | 0.0 | 10.605465 | 0.063733 | 411.114245 | 4.716292 | 243.983922 | 0.0 | 0.366022 |
| 1997-05-08 05:00 | 21.135568 | 0.97278 | 0.288036 | 4.633978 | 20.072689 | 1.0 | 15.438712 | 0.0 | 0.0 | 10.609172 | 0.908598 | 411.114245 | 67.236784 | 244.033283 | 0.0 | 1.0 |
| 1997-05-08 06:00 | 125.883451 | 0.97278 | 0.288036 | 4.633978 | 20.072689 | 1.0 | 15.438712 | 0.554123 | 0.586585 | 10.806007 | 2.420659 | 411.114245 | 179.130154 | 246.654019 | 0.586585 | 1.0 |
| 1997-05-08 07:00 | 305.954943 | 0.97278 | 0.288036 | 4.633978 | 20.072689 | 1.0 | 15.438712 | 0.842449 | 0.887865 | 10.869155 | 4.619722 | 411.114245 | 341.862027 | 247.494792 | 0.887865 | 1.0 |
| 1997-05-08 08:00 | 511.104575 | 0.97278 | 0.288036 | 4.633978 | 20.072689 | 1.0 | 15.438712 | 0.93927 | 0.989376 | 10.981437 | 7.198198 | 411.114245 | 532.670693 | 248.989764 | 0.989376 | 1.0 |
| 1997-05-08 09:00 | 629.51924 | 0.97278 | 0.288036 | 4.633978 | 20.072689 | 1.0 | 15.438712 | 0.846666 | 0.892368 | 11.029983 | 9.475573 | 411.114245 | 701.197754 | 249.636119 | 0.892368 | 1.0 |
| 1997-05-08 10:00 | 765.81659 | 0.97278 | 0.288036 | 4.633978 | 20.072689 | 1.0 | 15.438712 | 0.939157 | 1.0 | 11.411806 | 10.786309 | 411.114245 | 798.192977 | 254.719873 | 1.0 | 1.0 |
| 1997-05-08 11:00 | 767.145843 | 0.97278 | 0.288036 | 4.633978 | 20.072689 | 1.0 | 15.438712 | 0.931144 | 1.0 | 11.934057 | 10.865527 | 411.114245 | 804.055141 | 261.673325 | 1.0 | 1.0 |
| 1997-05-08 12:00 | 736.263854 | 0.97278 | 0.288036 | 4.633978 | 20.072689 | 1.0 | 15.438712 | 0.92784 | 1.0 | 12.296289 | 10.45226 | 411.114245 | 773.473117 | 266.49623 | 1.0 | 1.0 |
| 1997-05-08 13:00 | 768.006183 | 0.97278 | 0.288036 | 4.633978 | 20.072689 | 1.0 | 15.438712 | 0.919992 | 1.0 | 12.823804 | 10.96314 | 411.114245 | 811.278551 | 273.519763 | 1.0 | 1.0 |
| 1997-05-08 14:00 | 735.92937 | 0.97278 | 0.288036 | 4.633978 | 20.072689 | 1.0 | 15.438712 | 0.916914 | 1.0 | 13.206779 | 10.528069 | 411.114245 | 779.083066 | 278.618853 | 1.0 | 1.0 |
| 1997-05-08 15:00 | 620.374953 | 0.97278 | 0.288036 | 4.633978 | 20.072689 | 1.0 | 15.438712 | 0.915658 | 1.0 | 13.529951 | 8.882849 | 411.114245 | 657.335808 | 282.921682 | 1.0 | 1.0 |
| 1997-05-08 16:00 | 450.095263 | 0.97278 | 0.288036 | 4.633978 | 20.072689 | 1.0 | 15.438712 | 0.916904 | 1.0 | 13.75608 | 6.439028 | 411.114245 | 476.491717 | 285.932459 | 1.0 | 1.0 |
| 1997-05-08 17:00 | 273.614141 | 0.97278 | 0.288036 | 4.633978 | 20.072689 | 1.0 | 15.438712 | 0.917776 | 1.0 | 13.82308 | 3.911896 | 411.114245 | 289.482482 | 286.824522 | 1.0 | 1.0 |
| 1997-05-08 18:00 | 133.368104 | 0.97278 | 0.288036 | 4.633978 | 20.072689 | 1.0 | 15.438712 | 0.918457 | 1.0 | 13.838074 | 1.905864 | 411.114245 | 141.035017 | 287.024163 | 1.0 | 1.0 |
| 1997-05-08 19:00 | 40.326502 | 0.97278 | 0.288036 | 4.633978 | 20.072689 | 1.0 | 15.438712 | 0.918941 | 1.0 | 13.83261 | 0.576079 | 411.114245 | 42.630198 | 286.951409 | 1.0 | 1.0 |
| 1997-05-08 20:00 | 0.867122 | 0.97278 | 0.288036 | 4.633978 | 20.072689 | 0.072689 | 15.438712 | 0.072689 | 0.072689 | 13.83278 | 0.002495 | 411.114245 | 0.184625 | 286.953669 | 0.072689 | 0.072689 |
| 1997-05-08 21:00 | 0.0 | 0.97278 | 0.288036 | 4.633978 | 20.072689 | 0.0 | 15.438712 | 0.0 | 0.0 | 13.83278 | 0.0 | 411.114245 | 0.0 | 286.953669 | 0.0 | 0.0 |
| 1997-05-08 22:00 | 0.0 | 0.97278 | 0.288036 | 4.633978 | 20.072689 | 0.0 | 15.438712 | 0.0 | 0.0 | 13.83278 | 0.0 | 411.114245 | 0.0 | 286.953669 | 0.0 | 0.0 |
| 1997-05-08 23:00 | 0.0 | 0.97278 | 0.288036 | 4.633978 | 20.072689 | 0.0 | 15.438712 | 0.0 | 0.0 | 13.83278 | 0.0 | 411.114245 | 0.0 | 286.953669 | 0.0 | 0.0 |
.. _meteo_sun_morsim_hourly_simulation_winter:
hourly simulation winter
________________________
We repeat the :ref:`meteo_glob_morsim_hourly_simulation_winter` example of
|meteo_glob_morsim| but use its global radiation results as input and prepare the log
sequences |LoggedGlobalRadiation| and |LoggedUnadjustedSunshineDuration| instead of
|LoggedSunshineDuration| and |LoggedUnadjustedSunshineDuration|:
>>> pub.timegrids = "2010-12-10", "2010-12-13", "1h"
>>> inputs.globalradiation.series = (
... 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.10761, 18.663203, 56.267907,
... 107.168237, 91.473333, 80.475535, 43.120591, 10.320091, 0.028102, 0.0, 0.0,
... 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.900734,
... 17.26751, 52.61761, 80.135633, 80.276118, 75.835403, 42.227911, 12.613921,
... 0.021912, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0,
... 0.0, 0.894145, 17.71254, 54.302585, 81.504146, 81.665294, 77.078959, 60.254042,
... 14.837301, 0.168856, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0)
>>> test.inits = (
... (logs.loggedglobalradiation,
... [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 27.777778, 55.555556,
... 111.111111, 166.666667, 138.888889, 55.555556, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0,
... 0.0, 0.0, 0.0]),
... (logs.loggedunadjustedsunshineduration,
... [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.04, 0.25, 0.59, 0.91,
... 0.97, 1.0, 0.65, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]))
In this short period with little sunshine, relative differences between the original
and the estimated sunshine duration are more severe than in the summer example. The
"daily sunshine adjustment" approach does not improve the agreement but worsens it
slightly (which needs further investigation):
.. integration-test::
>>> test("meteo_sun_morsim_hourly_winter")
| date | globalradiation | earthsundistance | solardeclination | timeofsunrise | timeofsunset | possiblesunshineduration | dailypossiblesunshineduration | unadjustedsunshineduration | sunshineduration | dailysunshineduration | portiondailyradiation | extraterrestrialradiation | clearskysolarradiation | dailyglobalradiation | node1 | node2 |
------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| 2010-10-12 00:00 | 0.0 | 1.030879 | -0.40453 | 8.644768 | 16.061898 | 0.0 | 7.41713 | 0.0 | 0.0 | 1.946 | 0.0 | 60.72715 | 0.0 | 23.148148 | 0.0 | 0.0 |
| 2010-10-12 01:00 | 0.0 | 1.030879 | -0.40453 | 8.644768 | 16.061898 | 0.0 | 7.41713 | 0.0 | 0.0 | 1.946 | 0.0 | 60.72715 | 0.0 | 23.148148 | 0.0 | 0.0 |
| 2010-10-12 02:00 | 0.0 | 1.030879 | -0.40453 | 8.644768 | 16.061898 | 0.0 | 7.41713 | 0.0 | 0.0 | 1.946 | 0.0 | 60.72715 | 0.0 | 23.148148 | 0.0 | 0.0 |
| 2010-10-12 03:00 | 0.0 | 1.030879 | -0.40453 | 8.644768 | 16.061898 | 0.0 | 7.41713 | 0.0 | 0.0 | 1.946 | 0.0 | 60.72715 | 0.0 | 23.148148 | 0.0 | 0.0 |
| 2010-10-12 04:00 | 0.0 | 1.030879 | -0.40453 | 8.644768 | 16.061898 | 0.0 | 7.41713 | 0.0 | 0.0 | 1.946 | 0.0 | 60.72715 | 0.0 | 23.148148 | 0.0 | 0.0 |
| 2010-10-12 05:00 | 0.0 | 1.030879 | -0.40453 | 8.644768 | 16.061898 | 0.0 | 7.41713 | 0.0 | 0.0 | 1.946 | 0.0 | 60.72715 | 0.0 | 23.148148 | 0.0 | 0.0 |
| 2010-10-12 06:00 | 0.0 | 1.030879 | -0.40453 | 8.644768 | 16.061898 | 0.0 | 7.41713 | 0.0 | 0.0 | 1.946 | 0.0 | 60.72715 | 0.0 | 23.148148 | 0.0 | 0.0 |
| 2010-10-12 07:00 | 0.0 | 1.030879 | -0.40453 | 8.644768 | 16.061898 | 0.0 | 7.41713 | 0.0 | 0.0 | 1.946 | 0.0 | 60.72715 | 0.0 | 23.148148 | 0.0 | 0.0 |
| 2010-10-12 08:00 | 1.10761 | 1.030879 | -0.40453 | 8.644768 | 16.061898 | 0.355232 | 7.41713 | 0.025214 | 0.017719 | 1.957274 | 0.266196 | 60.72715 | 2.90976 | 23.194299 | 0.017719 | 0.355232 |
| 2010-10-12 09:00 | 18.663203 | 1.030879 | -0.40453 | 8.644768 | 16.061898 | 1.0 | 7.41713 | 0.020556 | 0.017712 | 1.581776 | 4.919884 | 60.72715 | 53.778697 | 21.657117 | 0.017712 | 1.0 |
| 2010-10-12 10:00 | 56.267907 | 1.030879 | -0.40453 | 8.644768 | 16.061898 | 1.0 | 7.41713 | 0.01914 | 0.015007 | 0.740841 | 14.873457 | 60.72715 | 162.580073 | 18.214576 | 0.015007 | 1.0 |
| 2010-10-12 11:00 | 107.168237 | 1.030879 | -0.40453 | 8.644768 | 16.061898 | 1.0 | 7.41713 | 0.162746 | 0.042522 | 0.135253 | 22.189872 | 60.72715 | 242.554983 | 15.735475 | 0.042522 | 1.0 |
| 2010-10-12 12:00 | 91.473333 | 1.030879 | -0.40453 | 8.644768 | 16.061898 | 1.0 | 7.41713 | 0.065497 | 0.0 | 0.0 | 22.197307 | 60.72715 | 242.636259 | 14.917234 | 0.0 | 1.0 |
| 2010-10-12 13:00 | 80.475535 | 1.030879 | -0.40453 | 8.644768 | 16.061898 | 1.0 | 7.41713 | 0.026804 | 0.015835 | 0.189017 | 20.962863 | 60.72715 | 229.142692 | 15.955567 | 0.015835 | 1.0 |
| 2010-10-12 14:00 | 43.120591 | 1.030879 | -0.40453 | 8.644768 | 16.061898 | 1.0 | 7.41713 | 0.005645 | 0.005984 | 0.345179 | 11.702396 | 60.72715 | 127.91757 | 16.594851 | 0.005984 | 1.0 |
| 2010-10-12 15:00 | 10.320091 | 1.030879 | -0.40453 | 8.644768 | 16.061898 | 1.0 | 7.41713 | 0.0 | 0.0 | 0.450219 | 2.880181 | 60.72715 | 31.48293 | 17.024854 | 0.0 | 1.0 |
| 2010-10-12 16:00 | 0.028102 | 1.030879 | -0.40453 | 8.644768 | 16.061898 | 0.061898 | 7.41713 | 0.0 | 0.0 | 0.450505 | 0.007844 | 60.72715 | 0.085736 | 17.026025 | 0.0 | 0.061898 |
| 2010-10-12 17:00 | 0.0 | 1.030879 | -0.40453 | 8.644768 | 16.061898 | 0.0 | 7.41713 | 0.0 | 0.0 | 0.450505 | 0.0 | 60.72715 | 0.0 | 17.026025 | 0.0 | 0.0 |
| 2010-10-12 18:00 | 0.0 | 1.030879 | -0.40453 | 8.644768 | 16.061898 | 0.0 | 7.41713 | 0.0 | 0.0 | 0.450505 | 0.0 | 60.72715 | 0.0 | 17.026025 | 0.0 | 0.0 |
| 2010-10-12 19:00 | 0.0 | 1.030879 | -0.40453 | 8.644768 | 16.061898 | 0.0 | 7.41713 | 0.0 | 0.0 | 0.450505 | 0.0 | 60.72715 | 0.0 | 17.026025 | 0.0 | 0.0 |
| 2010-10-12 20:00 | 0.0 | 1.030879 | -0.40453 | 8.644768 | 16.061898 | 0.0 | 7.41713 | 0.0 | 0.0 | 0.450505 | 0.0 | 60.72715 | 0.0 | 17.026025 | 0.0 | 0.0 |
| 2010-10-12 21:00 | 0.0 | 1.030879 | -0.40453 | 8.644768 | 16.061898 | 0.0 | 7.41713 | 0.0 | 0.0 | 0.450505 | 0.0 | 60.72715 | 0.0 | 17.026025 | 0.0 | 0.0 |
| 2010-10-12 22:00 | 0.0 | 1.030879 | -0.40453 | 8.644768 | 16.061898 | 0.0 | 7.41713 | 0.0 | 0.0 | 0.450505 | 0.0 | 60.72715 | 0.0 | 17.026025 | 0.0 | 0.0 |
| 2010-10-12 23:00 | 0.0 | 1.030879 | -0.40453 | 8.644768 | 16.061898 | 0.0 | 7.41713 | 0.0 | 0.0 | 0.450505 | 0.0 | 60.72715 | 0.0 | 17.026025 | 0.0 | 0.0 |
| 2010-11-12 00:00 | 0.0 | 1.031074 | -0.405619 | 8.652959 | 16.053708 | 0.0 | 7.400749 | 0.0 | 0.0 | 0.478444 | 0.0 | 60.306686 | 0.0 | 17.026025 | 0.0 | 0.0 |
| 2010-11-12 01:00 | 0.0 | 1.031074 | -0.405619 | 8.652959 | 16.053708 | 0.0 | 7.400749 | 0.0 | 0.0 | 0.478444 | 0.0 | 60.306686 | 0.0 | 17.026025 | 0.0 | 0.0 |
| 2010-11-12 02:00 | 0.0 | 1.031074 | -0.405619 | 8.652959 | 16.053708 | 0.0 | 7.400749 | 0.0 | 0.0 | 0.478444 | 0.0 | 60.306686 | 0.0 | 17.026025 | 0.0 | 0.0 |
| 2010-11-12 03:00 | 0.0 | 1.031074 | -0.405619 | 8.652959 | 16.053708 | 0.0 | 7.400749 | 0.0 | 0.0 | 0.478444 | 0.0 | 60.306686 | 0.0 | 17.026025 | 0.0 | 0.0 |
| 2010-11-12 04:00 | 0.0 | 1.031074 | -0.405619 | 8.652959 | 16.053708 | 0.0 | 7.400749 | 0.0 | 0.0 | 0.478444 | 0.0 | 60.306686 | 0.0 | 17.026025 | 0.0 | 0.0 |
| 2010-11-12 05:00 | 0.0 | 1.031074 | -0.405619 | 8.652959 | 16.053708 | 0.0 | 7.400749 | 0.0 | 0.0 | 0.478444 | 0.0 | 60.306686 | 0.0 | 17.026025 | 0.0 | 0.0 |
| 2010-11-12 06:00 | 0.0 | 1.031074 | -0.405619 | 8.652959 | 16.053708 | 0.0 | 7.400749 | 0.0 | 0.0 | 0.478444 | 0.0 | 60.306686 | 0.0 | 17.026025 | 0.0 | 0.0 |
| 2010-11-12 07:00 | 0.0 | 1.031074 | -0.405619 | 8.652959 | 16.053708 | 0.0 | 7.400749 | 0.0 | 0.0 | 0.478444 | 0.0 | 60.306686 | 0.0 | 17.026025 | 0.0 | 0.0 |
| 2010-11-12 08:00 | 0.900734 | 1.031074 | -0.405619 | 8.652959 | 16.053708 | 0.347041 | 7.400749 | 0.0 | 0.0 | 0.476328 | 0.254871 | 60.306686 | 2.766676 | 17.017406 | 0.0 | 0.347041 |
| 2010-11-12 09:00 | 17.26751 | 1.031074 | -0.405619 | 8.652959 | 16.053708 | 1.0 | 7.400749 | 0.0 | 0.0 | 0.462055 | 4.882681 | 60.306686 | 53.002491 | 16.959252 | 0.0 | 1.0 |
| 2010-11-12 10:00 | 52.61761 | 1.031074 | -0.405619 | 8.652959 | 16.053708 | 1.0 | 7.400749 | 0.0 | 0.0 | 0.424725 | 14.862249 | 60.306686 | 161.33274 | 16.807156 | 0.0 | 1.0 |
| 2010-11-12 11:00 | 80.135633 | 1.031074 | -0.405619 | 8.652959 | 16.053708 | 1.0 | 7.400749 | 0.0 | 0.0 | 0.148275 | 22.23196 | 60.306686 | 241.332453 | 15.680797 | 0.0 | 1.0 |
| 2010-11-12 12:00 | 80.276118 | 1.031074 | -0.405619 | 8.652959 | 16.053708 | 1.0 | 7.400749 | 0.0 | 0.0 | 0.033766 | 22.247803 | 60.306686 | 241.50443 | 15.214247 | 0.0 | 1.0 |
| 2010-11-12 13:00 | 75.835403 | 1.031074 | -0.405619 | 8.652959 | 16.053708 | 1.0 | 7.400749 | 0.0 | 0.0 | 0.0 | 20.992726 | 60.306686 | 227.880311 | 15.020908 | 0.0 | 1.0 |
| 2010-11-12 14:00 | 42.227911 | 1.031074 | -0.405619 | 8.652959 | 16.053708 | 1.0 | 7.400749 | 0.0 | 0.0 | 0.0 | 11.677032 | 60.306686 | 126.756554 | 14.983713 | 0.0 | 1.0 |
| 2010-11-12 15:00 | 12.613921 | 1.031074 | -0.405619 | 8.652959 | 16.053708 | 1.0 | 7.400749 | 0.112716 | 0.000643 | 0.000643 | 2.844748 | 60.306686 | 30.880321 | 15.079289 | 0.000643 | 1.0 |
| 2010-11-12 16:00 | 0.021912 | 1.031074 | -0.405619 | 8.652959 | 16.053708 | 0.053708 | 7.400749 | 0.00057 | 0.000003 | 0.000579 | 0.00593 | 60.306686 | 0.06437 | 15.079031 | 0.000003 | 0.053708 |
| 2010-11-12 17:00 | 0.0 | 1.031074 | -0.405619 | 8.652959 | 16.053708 | 0.0 | 7.400749 | 0.0 | 0.0 | 0.000579 | 0.0 | 60.306686 | 0.0 | 15.079031 | 0.0 | 0.0 |
| 2010-11-12 18:00 | 0.0 | 1.031074 | -0.405619 | 8.652959 | 16.053708 | 0.0 | 7.400749 | 0.0 | 0.0 | 0.000579 | 0.0 | 60.306686 | 0.0 | 15.079031 | 0.0 | 0.0 |
| 2010-11-12 19:00 | 0.0 | 1.031074 | -0.405619 | 8.652959 | 16.053708 | 0.0 | 7.400749 | 0.0 | 0.0 | 0.000579 | 0.0 | 60.306686 | 0.0 | 15.079031 | 0.0 | 0.0 |
| 2010-11-12 20:00 | 0.0 | 1.031074 | -0.405619 | 8.652959 | 16.053708 | 0.0 | 7.400749 | 0.0 | 0.0 | 0.000579 | 0.0 | 60.306686 | 0.0 | 15.079031 | 0.0 | 0.0 |
| 2010-11-12 21:00 | 0.0 | 1.031074 | -0.405619 | 8.652959 | 16.053708 | 0.0 | 7.400749 | 0.0 | 0.0 | 0.000579 | 0.0 | 60.306686 | 0.0 | 15.079031 | 0.0 | 0.0 |
| 2010-11-12 22:00 | 0.0 | 1.031074 | -0.405619 | 8.652959 | 16.053708 | 0.0 | 7.400749 | 0.0 | 0.0 | 0.000579 | 0.0 | 60.306686 | 0.0 | 15.079031 | 0.0 | 0.0 |
| 2010-11-12 23:00 | 0.0 | 1.031074 | -0.405619 | 8.652959 | 16.053708 | 0.0 | 7.400749 | 0.0 | 0.0 | 0.000579 | 0.0 | 60.306686 | 0.0 | 15.079031 | 0.0 | 0.0 |
| 2010-12-12 00:00 | 0.0 | 1.03126 | -0.406588 | 8.660262 | 16.046405 | 0.0 | 7.386143 | 0.0 | 0.0 | 0.023549 | 0.0 | 59.933948 | 0.0 | 15.079031 | 0.0 | 0.0 |
| 2010-12-12 01:00 | 0.0 | 1.03126 | -0.406588 | 8.660262 | 16.046405 | 0.0 | 7.386143 | 0.0 | 0.0 | 0.023549 | 0.0 | 59.933948 | 0.0 | 15.079031 | 0.0 | 0.0 |
| 2010-12-12 02:00 | 0.0 | 1.03126 | -0.406588 | 8.660262 | 16.046405 | 0.0 | 7.386143 | 0.0 | 0.0 | 0.023549 | 0.0 | 59.933948 | 0.0 | 15.079031 | 0.0 | 0.0 |
| 2010-12-12 03:00 | 0.0 | 1.03126 | -0.406588 | 8.660262 | 16.046405 | 0.0 | 7.386143 | 0.0 | 0.0 | 0.023549 | 0.0 | 59.933948 | 0.0 | 15.079031 | 0.0 | 0.0 |
| 2010-12-12 04:00 | 0.0 | 1.03126 | -0.406588 | 8.660262 | 16.046405 | 0.0 | 7.386143 | 0.0 | 0.0 | 0.023549 | 0.0 | 59.933948 | 0.0 | 15.079031 | 0.0 | 0.0 |
| 2010-12-12 05:00 | 0.0 | 1.03126 | -0.406588 | 8.660262 | 16.046405 | 0.0 | 7.386143 | 0.0 | 0.0 | 0.023549 | 0.0 | 59.933948 | 0.0 | 15.079031 | 0.0 | 0.0 |
| 2010-12-12 06:00 | 0.0 | 1.03126 | -0.406588 | 8.660262 | 16.046405 | 0.0 | 7.386143 | 0.0 | 0.0 | 0.023549 | 0.0 | 59.933948 | 0.0 | 15.079031 | 0.0 | 0.0 |
| 2010-12-12 07:00 | 0.0 | 1.03126 | -0.406588 | 8.660262 | 16.046405 | 0.0 | 7.386143 | 0.0 | 0.0 | 0.023549 | 0.0 | 59.933948 | 0.0 | 15.079031 | 0.0 | 0.0 |
| 2010-12-12 08:00 | 0.894145 | 1.03126 | -0.406588 | 8.660262 | 16.046405 | 0.339738 | 7.386143 | 0.00256 | 0.000519 | 0.023482 | 0.244956 | 59.933948 | 2.642609 | 15.078757 | 0.000519 | 0.339738 |
| 2010-12-12 09:00 | 17.71254 | 1.03126 | -0.406588 | 8.660262 | 16.046405 | 1.0 | 7.386143 | 0.007855 | 0.001781 | 0.028052 | 4.849391 | 59.933948 | 52.315768 | 15.0973 | 0.001781 | 1.0 |
| 2010-12-12 10:00 | 54.302585 | 1.03126 | -0.406588 | 8.660262 | 16.046405 | 1.0 | 7.386143 | 0.008371 | 0.002875 | 0.045357 | 14.852029 | 59.933948 | 160.22533 | 15.167507 | 0.002875 | 1.0 |
| 2010-12-12 11:00 | 81.504146 | 1.03126 | -0.406588 | 8.660262 | 16.046405 | 1.0 | 7.386143 | 0.008878 | 0.003742 | 0.059411 | 22.269583 | 59.933948 | 240.246723 | 15.224528 | 0.003742 | 1.0 |
| 2010-12-12 12:00 | 81.665294 | 1.03126 | -0.406588 | 8.660262 | 16.046405 | 1.0 | 7.386143 | 0.009348 | 0.004582 | 0.073678 | 22.293018 | 59.933948 | 240.49954 | 15.282411 | 0.004582 | 1.0 |
| 2010-12-12 13:00 | 77.078959 | 1.03126 | -0.406588 | 8.660262 | 16.046405 | 1.0 | 7.386143 | 0.009874 | 0.005329 | 0.086449 | 21.019348 | 59.933948 | 226.759052 | 15.334226 | 0.005329 | 1.0 |
| 2010-12-12 14:00 | 60.254042 | 1.03126 | -0.406588 | 8.660262 | 16.046405 | 1.0 | 7.386143 | 0.218871 | 0.156815 | 0.271574 | 11.654171 | 59.933948 | 125.726485 | 16.085314 | 0.156815 | 1.0 |
| 2010-12-12 15:00 | 14.837301 | 1.03126 | -0.406588 | 8.660262 | 16.046405 | 1.0 | 7.386143 | 0.233367 | 0.137495 | 0.294408 | 2.813062 | 59.933948 | 30.347619 | 16.177955 | 0.137495 | 1.0 |
| 2010-12-12 16:00 | 0.168856 | 1.03126 | -0.406588 | 8.660262 | 16.046405 | 0.046405 | 7.386143 | 0.046405 | 0.025172 | 0.295917 | 0.004444 | 59.933948 | 0.047938 | 16.184078 | 0.025172 | 0.046405 |
| 2010-12-12 17:00 | 0.0 | 1.03126 | -0.406588 | 8.660262 | 16.046405 | 0.0 | 7.386143 | 0.0 | 0.0 | 0.295917 | 0.0 | 59.933948 | 0.0 | 16.184078 | 0.0 | 0.0 |
| 2010-12-12 18:00 | 0.0 | 1.03126 | -0.406588 | 8.660262 | 16.046405 | 0.0 | 7.386143 | 0.0 | 0.0 | 0.295917 | 0.0 | 59.933948 | 0.0 | 16.184078 | 0.0 | 0.0 |
| 2010-12-12 19:00 | 0.0 | 1.03126 | -0.406588 | 8.660262 | 16.046405 | 0.0 | 7.386143 | 0.0 | 0.0 | 0.295917 | 0.0 | 59.933948 | 0.0 | 16.184078 | 0.0 | 0.0 |
| 2010-12-12 20:00 | 0.0 | 1.03126 | -0.406588 | 8.660262 | 16.046405 | 0.0 | 7.386143 | 0.0 | 0.0 | 0.295917 | 0.0 | 59.933948 | 0.0 | 16.184078 | 0.0 | 0.0 |
| 2010-12-12 21:00 | 0.0 | 1.03126 | -0.406588 | 8.660262 | 16.046405 | 0.0 | 7.386143 | 0.0 | 0.0 | 0.295917 | 0.0 | 59.933948 | 0.0 | 16.184078 | 0.0 | 0.0 |
| 2010-12-12 22:00 | 0.0 | 1.03126 | -0.406588 | 8.660262 | 16.046405 | 0.0 | 7.386143 | 0.0 | 0.0 | 0.295917 | 0.0 | 59.933948 | 0.0 | 16.184078 | 0.0 | 0.0 |
| 2010-12-12 23:00 | 0.0 | 1.03126 | -0.406588 | 8.660262 | 16.046405 | 0.0 | 7.386143 | 0.0 | 0.0 | 0.295917 | 0.0 | 59.933948 | 0.0 | 16.184078 | 0.0 | 0.0 |
"""
# import...
# ...from HydPy
from hydpy.exe.modelimports import *
from hydpy.core import modeltools
from hydpy.interfaces import radiationinterfaces
from hydpy.models.meteo import meteo_model
[docs]
class Model(modeltools.AdHocModel, radiationinterfaces.RadiationModel_V1):
"""|meteo_sun_morsim.DOCNAME.complete|."""
DOCNAME = modeltools.DocName(
short="Meteo-Sun-MORSIM",
description="sunshine duration estimation adopted from MORECS/LARSIM",
)
__HYDPY_ROOTMODEL__ = False
INLET_METHODS = ()
RECEIVER_METHODS = ()
RUN_METHODS = (
meteo_model.Calc_EarthSunDistance_V1,
meteo_model.Calc_SolarDeclination_V2,
meteo_model.Calc_TimeOfSunrise_TimeOfSunset_V1,
meteo_model.Calc_DailyPossibleSunshineDuration_V1,
meteo_model.Calc_PossibleSunshineDuration_V2,
meteo_model.Update_LoggedGlobalRadiation_V1,
meteo_model.Calc_DailyGlobalRadiation_V2,
meteo_model.Calc_ExtraterrestrialRadiation_V2,
meteo_model.Calc_ClearSkySolarRadiation_V1,
meteo_model.Calc_DailySunshineDuration_V2,
meteo_model.Calc_PortionDailyRadiation_V1,
meteo_model.Adjust_ClearSkySolarRadiation_V1,
meteo_model.Calc_UnadjustedSunshineDuration_V1,
meteo_model.Update_LoggedUnadjustedSunshineDuration_V1,
meteo_model.Calc_SunshineDuration_V2,
)
INTERFACE_METHODS = (
meteo_model.Process_Radiation_V1,
meteo_model.Get_PossibleSunshineDuration_V1,
meteo_model.Get_SunshineDuration_V1,
meteo_model.Get_ClearSkySolarRadiation_V1,
meteo_model.Get_GlobalRadiation_V2,
)
ADD_METHODS = (meteo_model.Return_SunshineDuration_V1,)
OUTLET_METHODS = ()
SENDER_METHODS = ()
SUBMODELINTERFACES = ()
SUBMODELS = ()
tester = Tester()
cythonizer = Cythonizer()
