# Accruing pumping rateΒΆ

AnaFlow provides different representations for the pumping condition. One is an accruing pumping rate represented by the error function. This could be interpreted as that the water pump needs a certain time to reach its constant rate state.

import numpy as np
from scipy.special import erf
from matplotlib import pyplot as plt
import matplotlib.gridspec as gridspec
from anaflow import theis

time = np.geomspace(1, 600)

# Q(t) = Q * erf(t / a)
a = 120
lap_kwargs = {"cond": 4, "cond_kw": {"a": a}}

time=time,
storage=1e-4,
transmissivity=1e-4,
rate=-1e-4,
lap_kwargs=lap_kwargs,
)
time=time,
storage=1e-4,
transmissivity=1e-4,
rate=-1e-4,
)
gs = gridspec.GridSpec(2, 1, height_ratios=[1, 3])
ax1 = plt.subplot(gs[0])
ax2 = plt.subplot(gs[1], sharex=ax1)

ax2.plot(
time,
color="C" + str(i),
label="accruing Theis(r={})".format(step),
)
ax2.plot(
time,
color="C" + str(i),
label="constant Theis(r={})".format(step),
linestyle="--",
)
ax1.plot(time, 1e-4 * erf(time / a), label="accruing Q")
ax2.set_xlabel("t in [s]")
ax2.set_ylabel("h in [m]")
ax1.set_ylabel(r"|Q| in [$\frac{m^3}{s}$]")
ax1.legend()
ax2.legend()
plt.tight_layout()
plt.show()


Total running time of the script: ( 0 minutes 0.235 seconds)

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