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#35: Wrote a test case for surfacewater under a canopy to reveal beha…
…vior
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#! /usr/bin/env python3 | ||
""" | ||
Calculates the behaviour how puddles in a forest dry out | ||
""" | ||
import cmf | ||
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class Model: | ||
def __init__(self): | ||
self.p = cmf.project() | ||
self.c = self.p.NewCell(0, 0, 0, 1000, with_surfacewater=True) | ||
l = self.c.add_layer(1.0) | ||
self.c: cmf.Cell | ||
cmf.RutterInterception.use_for_cell(self.c) | ||
self.et = cmf.ShuttleworthWallace.use_for_cell(self.c) | ||
cmf.MatrixInfiltration(self.c.layers[0], self.c.surfacewater) | ||
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def __call__(self, days=7): | ||
self.c.vegetation.LAI = 7 | ||
self.c.vegetation.height = 10 | ||
self.c.vegetation.CanopyClosure = 0.5 | ||
l = self.c.layers[0] | ||
self.c.surfacewater.depth = 0.05 | ||
l.soil.Ksat = 0.02 | ||
l.volume = 100 | ||
self.c.canopy.volume = self.c.vegetation.LAI * self.c.vegetation.CanopyCapacityPerLAI | ||
self.c.set_uptakestress(cmf.VolumeStress(10, 0)) | ||
Vc0 = self.c.canopy.volume | ||
Vl0 = self.c.layers[0].volume | ||
Vs0 = self.c.surfacewater.volume | ||
solver = cmf.CVodeIntegrator(self.p, 1e-9) | ||
vol = [] | ||
flux = [] | ||
self.et.refresh(cmf.Time()) | ||
print(f'GER={self.et.GER:0.3} mm, GIR={self.et.GIR:0.3} mm') | ||
for t in solver.run(cmf.Time(), cmf.day * days, cmf.min*6): | ||
#print(f'{t}: {self.c.surfacewater.depth:0.3f}m') | ||
vol.append(( | ||
self.c.canopy.volume / Vc0, | ||
self.c.surfacewater.volume / Vs0, | ||
self.c.layers[0].volume / Vl0 | ||
)) | ||
flux.append(( | ||
self.c.canopy.flux_to(self.c.evaporation, t), | ||
self.c.surfacewater.flux_to(self.c.evaporation, t), | ||
self.c.layers[0].flux_to(self.c.evaporation, t), | ||
self.c.layers[0].flux_to(self.c.transpiration, t), | ||
self.c.surfacewater.flux_to(self.c.layers[0], t), | ||
)) | ||
return vol, flux | ||
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if __name__ == '__main__': | ||
m = Model() | ||
vol, flux = m(7) | ||
from matplotlib import pylab as plt | ||
fig, ax = plt.subplots(2, 1, True) | ||
plt.sca(ax[0]) | ||
plt.plot(vol) | ||
plt.legend(['Canopy', 'Surfacewater', 'Layer']) | ||
plt.sca(ax[1]) | ||
plt.plot(flux) | ||
plt.legend(['E_Canopy', 'E_Surfacewater', 'E_Layer', 'T_Layer', 'Infiltration']) | ||
plt.show() | ||
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