{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Assignment Jan 2016. Several exercises based on the syllabus" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ ":author: T.N.Olsthoorn, Jan 2016\n", "\n", "## Intro\n", "\n", "This is the last assignment using Excel. Later ones all used Python (Jupyter notebooks), which are much more powerfull for this kind of work and also freely available, where Excel is not. The workout in Excel is availale. Here we will use Python.\n", "\n", " The assignment is split into 7 parts, joined in this Jupyter notebook." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from scipy.integrate import quad\n", "import pandas as pd\n", "\n", "def newfig(title='?', xlabel='?', ylabel='?', xlim=None, ylim=None, xscale=None, yscale=None, figsize=(10, 8),\n", " fontsize=16):\n", " sizes = ['xx-small', 'x-small', 'small', 'medium', 'large', 'x-large', 'xx-large']\n", " \n", " assert isinstance(fontsize, int) or fontsize in sizes, \\\n", " \"fontsize not int and not in [{}]\".format(', '.join(sizes))\n", " \n", " _, ax = plt.subplots(figsize=figsize)\n", " ax.set_title(title)\n", " ax.set_xlabel(xlabel)\n", " ax.set_ylabel(ylabel)\n", " if xlim: ax.set_xlim(xlim)\n", " if ylim: ax.set_ylim(ylim)\n", " if xscale: ax.set_xscale(xscale)\n", " if yscale: ax.set_yscale(yscale)\n", " ax.grid()\n", " \n", " for item in ([ax.title, ax.xaxis.label, ax.yaxis.label] +\n", " ax.get_xticklabels() + ax.get_yticklabels()):\n", " item.set_fontsize(fontsize)\n", " return ax" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Capillary rise\n", "\n", "For grain sizes $d=0.002\\text{, }0.02\\text{, }0.2\\text{ and }2\\,\\mathrm{mm}$ determine the capillary rise. Assume the angle between the free surface and the straw wall in the equivalent straw is 20^{o} and the surface tension is $\\tau=75\\times10^{-3}\\,\\mathrm{N/m}$. Also assume that the pore diameter, $r$, is 20% of the grain diameter $d$. The density of Water $\\rho_{w}=1000\\,\\mathrm{kg/m^{3}}$ and gravity $g=10\\,\\mathrm{m/s^{2}}$, which is the same as $\\text{10\\,N/kg}$." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "d in mm: 0.0020 0.0200 0.2000 2.0000 20.0000\n", "r in mm: 0.0004 0.0040 0.0400 0.4000 4.0000\n", "h in mm: 35921 3592 359 36 4\n" ] } ], "source": [ "tau, alpha, rho, g = 75e-3, 20 / 180 * np.pi, 1000, 9.81 # (N/m) surface tension, (-) angle of contact of fluid surface with straw, (kg/m3) water density, (N/kg) gravity\n", "d = np.array([0.002, 0.02, 0.2, 2, 20]) * 1e-3 # m, grain diameter\n", "r = 0.2 * d\n", "h = 2 * tau * np.cos(alpha) / (rho * g * r)\n", "\n", "dmm, rmm, hmm = 1000 * d, 1000 * r, 1000 * h\n", "\n", "s = 5 * ' {:6.4f}'\n", "\n", "print(('d in mm:' + 5 * ' {:6.4f}').format(*dmm))\n", "print(('r in mm:' + 5 * ' {:6.4f}').format(*rmm))\n", "print(('h in mm:' + 5 * ' {:6.0f}').format(*hmm))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Tidal fluctuations\n", "\n", "Let the solution to the diffusion equation for the confined aquifer be\n", "\n", "$$s(x,t)=A\\exp(-ax)\\sin(\\omega t-ax)$$\n", "\n", "and let $kD=1000\\,\\mathrm{m^{2}/d}, S=10^{-2}$ and the amplitude $A=2\\,\\mathrm{m}$.\n", "Let the cycle time be $T=1\\,\\mathrm{d}$.\n", "\n", "1. Take time in days and show graphically the head change $s(x,t)=\\phi(x,t)-\\phi_{0}$ as a function of $x$ for some values of $t$, assuming the constant $\\theta_{0}=\\pi/3$. Use times $t=2/24\\text{, }4/24\\text{, }6/24\\text{ and }8/24\\,\\mathrm{days}$.\n", "\n", "2. Add the graph of the envelope of the wave as a function of $x$.\n", "\n", "3. Also make a graph of the discharge $Q(x,t)$ showing $Q$ as a function of $x$ for the same times.\n", "\n", "4. How far inland can we measure the effect of the tide if our water level logger device registers any head change beyond 1 cm ?\n", "\n", "5. What is the velocity of the wave?\n", "\n", "6. What is delay of the wave is at $x=1000\\,\\mathrm{m}$ from the shore (or show the delay?\n", "\n", "7. What the wavelength? Verify this in you graph.\n", "\n", "8. Add the envelopes for the case that the storage coefficient is $S=10^{-2}$ instead of $S_{y}=0.2$.\n", "\n", "9. What is the distance over which the envelope reduces by a factor 2?\n", " " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Below the graph of the tidal wave in the subsurface is shown for different times. The envelopes are also shown in black." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Q4: x where envelop is 1 cm: 945 m\n", "Q5: Wave veolocity = 1121 m/d.\n", "Q6: wave length = 1121 m, because cycle time T = 1.0 d.\n", "Q7: Delay at x = 1000 m is : 0.89 d.\n", "Q9: The distance over which the amplitude declines by a factor 2 for S = 0.01 is ln(2) / a = 124 m.\n", "Q9: The distance over which the amplitude declines by a factor 2 for S = 0.20 is ln(2) / a = 28 m.\n" ] }, { "data": { "image/png": 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", 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", 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "kD, S, A, T, theta = 1000, 0.01, 2.0, 1.0, np.pi/3 # m2/d, # (-), m, d, rad\n", "\n", "txt = 'kD = {:.0f} m2/d, S_y = {:.2f}, A = {:.1f} m, T = {:.1f} d, theta = {:.3f} rad'.format(kD, S, A, T, theta)\n", "\n", "omega = 2 * np.pi / T # rad/d\n", "a = np.sqrt(omega * S / (2 * kD))\n", "\n", "show_times = np.arange(0, 24, 2.) / 24.\n", "x = np.linspace(0, 1500, 101)\n", "\n", "ax1 = newfig(\"Tidal fluctuations\", \"x [m]\", \"s [m]\", fontsize='x-large')\n", "ax2 = newfig(\"Induced flow [m2/d]\", \"x [m]\", \"Q [m2/d]\", fontsize='x-large')\n", "for t in show_times:\n", " s = A * np.exp(-a * x) * np.sin(omega * t - a * x + theta)\n", " Q = a * A * kD * np.sqrt(2) * np.exp(-a * x) * np.sin(omega * t - a * x + theta + np.pi / 4)\n", " ax1.plot(x, s, label=f't = {t:.2f} d')\n", " ax2.plot(x, Q, label=f't = {t:.2f} d')\n", "\n", "# Envelopes\n", "env = A * np.exp(-a * x)\n", "ax1.plot(x, +env, 'k', lw=2, label='top envelope')\n", "ax1.plot(x, -env, 'k', lw=2, label='bottom env.') \n", "\n", "ax1.legend(loc='upper right')\n", "ax2.legend(loc='upper right')\n", "ax1.text(200, -1.4, txt, fontsize='large')\n", "ax2.text(200, -8.0, txt, fontsize='large')\n", "\n", "# Wave veolocity\n", "vw = omega / a # m/d\n", "Lw = vw * T # wave length\n", "\n", "print(f'Q4: x where envelop is 1 cm: {x[env >= 0.01][-1]:.0f} m')\n", "print(f'Q5: Wave veolocity = {vw:.0f} m/d.')\n", "print(f'Q6: wave length = {Lw:.0f} m, because cycle time T = {T:.1f} d.')\n", "print(f'Q7: Delay at x = 1000 m is : {1000/vw:.2f} d.')\n", "\n", "# Show where evn = 0.01 m in graph\n", "ax1.text(x[env > 0.01][-1], 0.1, 'env = 1 cm\\nV', fontsize='x-large')\n", "\n", "# Show the wave length like a dimension line |<---->| using annotate\n", "ax1.annotate('', xy=(0, 2), xycoords='data', xytext=(Lw, 2.0), textcoords='data', arrowprops={'facecolor': 'black', 'arrowstyle': '<|-|>'})\n", "ax1.annotate('', xy=(0, 2), xycoords='data', xytext=(Lw, 2.0), textcoords='data', arrowprops={'facecolor': 'black', 'arrowstyle': '|-|'})\n", "ax1.text(Lw/3, 2.05, 'wave length = {Lw:.0f} m', fontsize='x-large')\n", "\n", "ax3 = newfig(\"Tidal fluctuations\", \"x [m]\", \"s [m]\")\n", "for S in [0.01, 0.2]:\n", " a = np.sqrt(omega * S / (2 * kD))\n", " env = A * np.exp(-a * x)\n", " ax3.plot(x, +env, 'k', lw=2, label='Top env. for S={:.2f}')\n", " ax3.plot(x, -env, 'k', lw=2, label='Bottom env. for S={:.2f}')\n", " xp, yp = x[env >= 0.5 * A][-1], env[env >= 0.5 * A][-1]\n", " ax3.annotate(f'top env. for S = {S:.02f}',xy=(xp, +yp), xycoords='data', xytext=(xp + 250, +yp * 1.2), textcoords='data', arrowprops={'color': 'blue', 'arrowstyle': '->'}, fontsize='x-large')\n", " ax3.annotate(f'bottom env. for S = {S:.02f}',xy=(xp, -yp), xycoords='data', xytext=(xp + 250, -yp * 1.2), textcoords='data', arrowprops={'color': 'blue', 'arrowstyle': '->'}, fontsize='x-large')\n", " print(f'Q9: The distance over which the amplitude declines by a factor 2 for S = {S:.02f} is ln(2) / a = {np.log(2) / a:.0f} m.')\n", "ax3.legend(loc='upper right')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# " ] }, { "cell_type": "markdown", "metadata": {}, "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Temperature variations in the subsurface\n", "\n", "Consider a sinusoidal fluctuation of the temperature at ground surface. Assume the soil to be saturated with porosity $\\epsilon=0.35$, while the heat capacity of grains of the aquifer is $\\rho_{g}c_{g}=2650\\times800\\,\\mathrm{J/m^{3}/K}$ and the heat capacity of the water is $\\rho_{w}c_{w}=1000\\times4200\\,\\mathrm{J/m^{3}/K}$. Notice that K stands for the absolute temperature, Kelvin, which is the same as $\\mathrm{Celsius}+273.1\\,\\mathrm{K}$.\n", "\n", "Assume that the average year-round ground temperature is $10^{o}\\mathrm{C}$ and the fluctuation is $\\Delta T = \\pm8^{o}\\mathrm{C}$. Also use $\\lambda_{w}=2\\,\\mathrm{W/K/m}$ and $\\lambda_{g}=4\\,\\mathrm{W/K/m}$.\n", "\n", "Show the temperature envelopes for\n", "\n", "• Diurnal (=daily)\n", "\n", "• Seasonal (=yearly)\n", "\n", "• Centennial (=one wave lasting a century)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lw" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "lamb_w, lamb_g, rho_w, rho_g, c_w, c_g, eps, DT = 2.0, 4.0, 1000., 2650., 4200., 800., 0.35, 8. # dimensions see text above.\n", "\n", "lamb = eps * lamb_w + (1 - eps) * lamb_g * 86400 # J/d / K / m\n", "rhoc = eps * (rho_w * c_w) + (1 - eps) * rho_g * c_g # J/m3/K\n", "\n", "z = np.arange(0, 25, 0.25)\n", "\n", "ax = newfig(\"Temperature fluctuations in subsurface depending on cycle time.\\nThere is a clear difference in penetration depth depending on the cycle time.\", \"Temp rel. to average [Celcius]\", \"z [m]\", xlim=(-DT, +DT))\n", "\n", "t = 0.\n", "\n", "for T in [1, 365, 36500]:\n", " omega = 2 * np.pi / T \n", " a = np.sqrt(omega * rhoc / (2 * lamb))\n", " for it, t in enumerate(np.arange(0, 1.0, 0.1) * T):\n", " TC = DT * np.exp(- a * z) * np.sin(omega * t - a * z)\n", " label = f'cycle time = {T:.0f} d' if it == 0 else ''\n", " ax.plot(TC, z, label=label)\n", "ax.invert_yaxis()\n", "ax.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Effect of a sudden change of the water level in a river\n", "\n", "An aquifer with transmissivity $kD=400\\,\\mathrm{m^{2}/d}$ and storage coefficient $S_{y}=0.1$ is in direct contact with a river. The water level in the river suddenly changes by $A=2\\,\\mathrm{m}$.\n", "\n", "1. Show the effect of this change as a function of time for points at $x=10\\text{, }100\\text{ and }1000\\,\\mathrm{m}$ from the river.\n", "\n", "1. How long does it take until the head change s in these three points equals 10 cm?\n", "\n", "1. Show the discharge over time at these points." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lw" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from scipy.special import erfc\n", "\n", "kD, S, A = 400, 0.1, 2.0 # for dimensions see text above\n", "\n", "x = np.arange(0, 15005, 5)\n", "t = np.arange(0, 1000, 1.); t[0] = 0.001\n", "\n", "show_dist = [10., 100., 1000.]\n", "show_times = [1., 7., 30., 90., 180., 365.]\n", "\n", "ax1 = newfig(\"Head change and Q (dashed) at different x as a function of time\", \"time [d]\", \"head change [m]\")\n", "ax2 = newfig(\"Head change and Q (dashed) at different t as a function of x\", \"x[m]\", \"head change [m]\")\n", "\n", "ax3 = ax1.twinx()\n", "ax4 = ax2.twinx()\n", "ax3.set_ylabel('Discharge, m2/d')\n", "ax4.set_ylabel('Discharge, m2/d')\n", "\n", "for x_ in show_dist:\n", " u = x_ * np.sqrt(S / (4 * kD * t))\n", " s = A * erfc(u)\n", " Q = A * np.sqrt(kD * S / (np.pi * t)) * np.exp(- u ** 2)\n", " ax1.plot(t, s, label=f'x = {x_:.0f} m')\n", " ax3.plot(t, Q, '--')\n", "ax1.legend(loc='lower right')\n", " \n", "for t_ in show_times:\n", " u = x * np.sqrt(S / (4 * kD * t_))\n", " s = A * erfc(u)\n", " Q = A * np.sqrt(kD * S / (np.pi * t_)) * np.exp(- u ** 2)\n", " ax2.plot(x, s, label=f't = {t_:.0f} d')\n", " ax4.plot(x, Q, '--')\n", "ax2.legend(loc='upper right')\n", "\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Decay of head in a strip of land of given width (characteristic time of the groundwater system)\n", "\n", "Consider a cross section of an aquifer with transmissivity $kD=200\\,\\mathrm{m^{2}/d}$ and $S=0.1$ between 2 straight canals at a distance $L=500\\,\\mathrm{m}$ from each other. The cross-section runs from $x=-L/2$ to $x=+L/2$.\n", "\n", "1. Implement the head caused by a sudden rise of water level by 2 m at both sides of the strip using superposition of a sufficient number of “mirror” strips of land.\n", "\n", "2. Show that this is essentially the same as the formula we implemented in class:\n", "$$ s\\left(x,t\\right)=A\\frac{4}{\\pi}\\sum_{i=1}^{\\infty}\\left(\\frac{\\left(-1\\right)^{i-1}}{2i-1}\\cos\\left[\\left(2i-1\\right)\\pi\\frac{x}{L}\\right]\\exp\\left[-\\left(2i-1\\right)^{2}\\pi^{2}\\frac{kD}{L^{2}S}t\\right]\\right)$$\n", "\n", "3. Show the situation on 1 to 8 halftimes." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "kD, S, A, L = 200, 0.1, 2.0, 500 # for dimensions see text above.\n", "\n", "T = L ** 2 * S / (4 * kD)\n", "T50 = (2 / np.pi) ** 2 * np.log(2) * T\n", "\n", "x = np.linspace(-L/2, L/2, 101)\n", "\n", "show_times = np.arange(0, 9) * T50; show_times[0] = 0.01\n", "\n", "\n", "ax = newfig(f\"Decay of head n land strip (kD={kD:.0f} m2/d, S={S:.1f}, A={A:.1f} m, haftime T50 = {T50:.1f} d)\\nUsing the given analytical solution.\", \"x [m]\", \"h [m]\")\n", "for t_ in show_times:\n", " s = np.zeros_like(x)\n", " for i in range(1, 50): # notice that we atart at 1 not 0 !\n", " i2m1 = 2 * i - 1\n", " u = kD / (L ** 2 * S) * t_\n", " ds = (-1) ** (i-1) / i2m1 * np.cos(i2m1 * np.pi * x / L) * np.exp(- i2m1 ** 2 * np.pi ** 2 * u)\n", " s += ds\n", " s *= A * 4 / np.pi\n", " ax.plot(x, s, label=f't = {t_:.2f} d')\n", "ax.legend()\n", "\n", "\n", "ax = newfig(f\"Decay of head n land strip (kD={kD:.0f} m2/d, S={S:.1f}, A={A:.1f} m, haftime T50 = {T50:.1f} d)\\nusing erfc functions and spatial superposition.\", \"x [m]\", \"h [m]\")\n", "for t_ in show_times:\n", " s = np.zeros_like(x)\n", " rs4kdt = np.sqrt(S / (4 * kD * t_))\n", " for i in range(1, 50):\n", " ds = (-1) ** (i-1) * (erfc(((i -0.5) * L + x) * rs4kdt) + erfc(((i-0.5) * L - x ) * rs4kdt))\n", " s += ds\n", " s *= A\n", " ax.plot(x, A - s, label=f't = {t_:.2f} d')\n", "ax.legend()\n", " " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Pumping test Dalem\n", "\n", "Consider a pumping test similar to the one called “Dalem” described in Kruseman and De Ridder (1994). The situation is shown in the figure below. The data are given in the workbook “DataPumptest.xls”. It is not known beforehand whether the groundwater system is semi-confined, confined are unconfined and whether the drawdown shows delayed yield. The student should find out him/herself.\n", "\n", "Each student obtains a different data set that consists of the drawdown for three monitoring wells each at a different distance and direction from the well. The monitoring wells are in the same aquifer as the extraction well. The well discharge $Q=760\\,\\mathrm{m^{3}/d}$.\n", "\n", "It is the student’s task work out this pumping test in the classical way, using double log charge of both the well functions and the drawdown and determine transmissivity, storage coefficient and possibly the spreading length, resistance of the cover layer and a second storage coefficient.\n", "\n", "Hint: Use the implementation of the Theis and Hantush function, then compute the type curves. Then make a double log chart of your data and fit them on the type curves. Judge whether the fit shows a pureTheis behavior or rather follows that of the Hantush type curves. Estimate the parameters. Finally see if there is any sign of delayed yield. If so, then also determine the second storage coefficient." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Implement the Theis and Hantush well functions and show their type curves" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "from scipy.special import exp1 as W # Theis well function\n", "\n", "def Wh(u, rho):\n", " \"\"\"Return Hantush well function by integration using scipy functinality.\n", "\n", " This is efficient and accurate to 1e-9, which the other direct integration\n", " methods don't achieve, even with 5000 points.\n", " \"\"\"\n", " def kernel(y, rho): return np.exp(-y - (rho/2) ** 2 / y ) / y\n", "\n", " def w(u, rho): return quad(kernel, u, np.inf, args=(rho))\n", "\n", " wh = np.frompyfunc(w, 2, 2) # 2 inputs and tow outputs h and err\n", "\n", " return wh(u, rho)[0] # cut-off error omitted\n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = newfig('Hantush well function', '1/u', 'W(u, rho)', xscale='log', yscale='log', fontsize='large')\n", "\n", "ax.plot(1/u, W(u), 'k', lw=2, label='Theis')\n", "\n", "u = np.logspace(-6, 1, 71)\n", "for rho in [0.001, 0.003, 0.01, 0.03, 0.1, 0.3, 1, 3]:\n", " ax.plot(1/u, Wh(u, rho), label=f'rho = {rho:.3g}')\n", "ax.legend(fontsize='large')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Loading (importing) the pumping test data for the assignment from excel." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " r=17 r=35 r=110 r=200\n", "time_d \n", "0.013889 0.31 0.18 0.03 0.00\n", "0.020833 0.34 0.21 0.04 0.00\n", "0.027778 0.37 0.24 0.06 0.01\n", "0.034722 0.40 0.27 0.08 0.02\n", "0.041667 0.41 0.28 0.09 0.03\n", "0.052083 0.43 0.30 0.11 0.04\n", "0.062500 0.44 0.31 0.11 0.04\n", "0.072917 0.45 0.32 0.13 0.05\n", "0.083333 0.46 0.33 0.13 0.05\n", "0.125000 0.49 0.36 0.16 0.07\n", "0.166667 0.52 0.39 0.19 0.09\n", "0.208333 0.54 0.41 0.20 0.11\n", "0.250000 0.56 0.43 0.22 0.12\n", "0.291667 0.57 0.44 0.24 0.14\n", "0.333333 0.57 0.44 0.24 0.14\n", "0.375000 0.58 0.45 0.25 0.15\n", "0.416667 0.59 0.46 0.25 0.15\n", "0.500000 0.59 0.46 0.26 0.16\n", "0.583333 0.62 0.48 0.28 0.18\n", "0.666667 0.62 0.49 0.28 0.18\n", "0.750000 0.62 0.49 0.29 0.19\n", "0.833333 0.63 0.50 0.30 0.19\n", "1.041667 0.64 0.51 0.30 0.20\n", "1.250000 0.63 0.50 0.29 0.19\n", "1.458333 0.66 0.53 0.32 0.22\n", "1.666667 0.65 0.52 0.31 0.21\n", "1.875000 0.67 0.53 0.33 0.23\n", "2.083333 0.66 0.53 0.32 0.22\n", "2.777778 0.66 0.53 0.32 0.22\n", "3.472222 0.67 0.54 0.33 0.23\n", "4.166667 0.67 0.54 0.33 0.23\n", "5.902778 0.67 0.53 0.33 0.23\n", "6.250000 0.67 0.53 0.33 0.23\n", "8.333333 0.67 0.53 0.33 0.23\n", "10.416667 0.67 0.54 0.33 0.23\n", "13.888889 0.67 0.54 0.33 0.23\n", "17.361111 0.66 0.53 0.32 0.22\n", "20.833333 0.67 0.54 0.33 0.23\n", "24.305556 0.67 0.54 0.33 0.23\n", "27.777778 0.67 0.54 0.33 0.23\n", "\n", "Qd = 760.0 m3/d\n", "r = [17.0, 35.0, 110.0, 200.0] m\n" ] } ], "source": [ "import pandas as pd\n", "\n", "data = pd.read_excel('AssJan2016ptest.xlsx', sheet_name='data', header=0, skiprows=[1], index_col=0)\n", "data.index = data.index / (24 * 60)\n", "data.index.name = 'time_d'\n", "\n", "Qd = data['Q_m3/d'].values.mean()\n", "r = [float(r_.split('=')[1]) for r_ in data.columns[1:]]\n", "\n", "data = data.drop(['Q_m3/d'], axis=1)\n", "print(data)\n", "print()\n", "print('Qd = ', Qd, ' m3/d')\n", "print('r = ', r, ' m')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Showing the pumping test data on different scales" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax1 = newfig(f\"Drawdown vs time, Qd = {Qd:.0f} m3/d\", \"time [d]\", \"drawdown [m]\", xscale='linear')\n", "ax2 = newfig(f\"Drawdown vs t/r^2, semilog, Qd = {Qd:.0f} m3/d\", \"time [d]\", \"drawdown [m]\", xscale='log')\n", "ax3 = newfig(f\"Drawdown vs t/r^2, double log, Qd = {Qd:.0f} m3/d\", \"time [d]\", \"drawdown [m]\", xscale='log', yscale='log')\n", "for r_, col in zip(r, data.columns):\n", " ax1.plot(data.index, data[col], '-', label=col)\n", " ax2.plot(data.index, data[col], '-', label=col)\n", " ax3.plot(data.index, data[col], '-', label=col)\n", "ax1.invert_yaxis()\n", "ax2.invert_xaxis()\n", "ax1.legend()\n", "ax2.legend()\n", "ax3.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Showing the pumping test data as a function of $t/r^2$ instead of $t$" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax1 = newfig(f\"Drawdown vs time, Qd = {Qd:.0f} m3/d\", \"t/r^2 [d/m2]\", \"drawdown [m]\", xscale='linear')\n", "ax2 = newfig(f\"Drawdown vs t/r^2, semilog, Qd = {Qd:.0f} m3/d\", \"t/r^2 [d/m2]\", \"drawdown [m]\", xscale='log')\n", "ax3 = newfig(f\"Drawdown vs t/r^2, double log, Qd = {Qd:.0f} m3/d\", \"t/r^2 [d/m2]\", \"drawdown [m]\", xscale='log', yscale='log')\n", "for r_, col in zip(r, data.columns):\n", " ax1.plot(data.index / r_ ** 2, data[col], '-', label=col)\n", " ax2.plot(data.index / r_ ** 2, data[col], '-', label=col)\n", " ax3.plot(data.index / r_ ** 2, data[col], '-', label=col)\n", "ax1.invert_yaxis()\n", "ax2.invert_xaxis()\n", "ax1.legend()\n", "ax2.legend()\n", "ax3.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Working out the pumping test\n", "\n", "1. Method 1. Use the straight part of the drawdown line on half-log scales to get kD and S (later get $r/\\lambda$ from the horizontal portions, by trial and error.)\n", "2. Method 2. Match the type curves on double log scales with the measurents on double log scales." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### First method, use the straight part of the drawdown" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Intersection time of straight line with y=0 is 0.001778 d\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax2 = newfig(f\"Drawdown vs t, semilog, Qd = {Qd:.0f} m3/d\", \"t [d/m2]\", \"drawdown [m]\", xscale='log', fontsize='large')\n", "t_day = np.asarray(data.index)\n", "for r_, col in zip(r, data.columns):\n", " ax2.plot(t_day, data[col], label=col)\n", "\n", "ax2.invert_yaxis()\n", "\n", "# straight line parameters estimated by trial and error and sharply looking at the graph at y(t=1) and at drawdown per log cycle\n", "y0, Ds = 0.55, 0.2\n", "y = lambda y0, Ds, td: y0 + Ds * np.log10(td) # Straight l ine\n", "ax2.plot(t_day, y(y0, Ds, t_day), lw=2, label='straigh line')\n", "\n", "\n", "# Intersectino of straight line with y=0\n", "t0 = 10 ** -(y0 / Ds)\n", "print(f\"Intersection time of straight line with y=0 is {t0:.4g} d\")\n", "\n", "ax2.plot(t0, 0, 'o', label='intersetion with y=0')\n", "\n", "# Extend the straight line:\n", "t = np.array([1e-3, 10])\n", "ax2.plot(t, y(y0, Ds, t), color='black', ls='--', lw=0.5, label='extended straight line.')\n", "ax2.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Results\n", "\n", "From these values we have\n", "\n", "$$ Ds = \\frac{Q}{4 \\pi kD} \\rightarrow kD = \\frac{Q}{4 \\pi Ds} = \\frac{760}{4 \\times \\pi \\times 0.20} \\approx 696 \\ \\mathrm{m^2/d} $$\n", "$$ \\frac{2.25 kD t_0}{r^2 S} = 1 \\rightarrow S = \\frac{2.25 kD t_0}{r^2} = \\frac{2.25\\times 696\\times 0.001778}{35 ** 2} = 0.0023 $$\n", "\n", "With these values we can try a few values of the resistance $c$, and, therefore, $\\lambda = \\sqrt{kD c}$ to estimate it." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Index(['r=17', 'r=35', 'r=110', 'r=200'], dtype='object')" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data.columns" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Intersection time of straight line with y=0 is 0.001778 d\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "kD, S, Qd = 696, 0.0023, 760\n", "#kD, S, Qd = 660, 0.0025, 760\n", "\n", "ax2 = newfig(f\"Drawdown vs t, Qd={Qd:.0f} m3/d, semilog\", \"t [d/m2]\", \"drawdown [m]\", xscale='log', fontsize='large')\n", "t_day = np.asarray(data.index)\n", "for r_, col in zip(r, data.columns):\n", " ax2.plot(t_day, data[col], label=col)\n", "\n", " for c, clr in zip([300, 400, 500, 600, 700],['b', 'r', 'g', 'm', 'k' ]):\n", " u = r_ ** 2 * S / (4 * kD * t_day)\n", " L = np.sqrt(kD * c)\n", " rho = r_ / L\n", " s = Qd / (4 * np.pi * kD) * Wh(u, rho)\n", " ax2.plot(t_day, s,color=clr, label=f'r={r_:.0f} m, c={c:.0f} d, \\lambda={L:.0f} m' ) \n", "\n", "ax2.invert_yaxis()\n", "\n", "# straight line parameters estimated by trial and error and sharply looking at the graph at y(t=1) and at drawdown per log cycle\n", "y0, Ds = 0.55, 0.2\n", "y = lambda y0, Ds, td: y0 + Ds * np.log10(td) # Straight l ine\n", "ax2.plot(t_day, y(y0, Ds, t_day), lw=2, label='straigh line')\n", "\n", "\n", "# Intersectino of straight line with y=0\n", "t0 = 10 ** -(y0 / Ds)\n", "print(f\"Intersection time of straight line with y=0 is {t0:.4g} d\")\n", "\n", "ax2.plot(t0, 0, 'o', label='intersetion with y=0')\n", "\n", "# Extend the straight line:\n", "t = np.array([1e-3, 10])\n", "ax2.plot(t, y(y0, Ds, t), color='black', ls='--', lw=0.5, label='extended straight line.')\n", "ax2.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As can be seen, a resistance between 600 and 700 d seems to match best.\n", "So we have\n", "$$kD = 695\\ \\mathrm{m^2/d}, S=0.0023, c=650\\ \\mathrm{d}$$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Using the traditional method, matching the data and the Hantush curves on double log paper (shifting until the best fit is obtained.)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "kD = 672 m2/d\n", "S = 0.00269\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "Qd = 760 # m3/d\n", "r = np.array([float(r_.split('=')[1]) for r_ in data.columns])\n", "ax = newfig(f'Drawdown and matched Theis well function, Qd = {Qd:.0f} m3/d, kD={kD:.0f} m2/d, S={S:.3f}', 't/r^2', 's = A W(u, rho)',\n", " xscale='log', yscale='log', fontsize='large', ylim=(1e-3, 2.))\n", "\n", "t_day = np.asarray(data.index) \n", "for r_, col in zip(r, data.columns):\n", " ax.plot(t_day / r_ ** 2, data[col], label=f'measured, {r_:.0f} m')\n", " \n", "# To be setimated by trial and error\n", "\n", "A, B = 0.09, 1.0e6 # A = Q/ (4 pi kD); B = 4 kD /S\n", "for r_ in r:\n", " u = 1 / (B * t_day / r_ ** 2)\n", " ax.plot(t_day / r_ ** 2, A * W(u), 'k.', lw=0.5, label='Theis')\n", " \n", "kD = Qd / (4 * np.pi * A)\n", "S = 4 * kD /B\n", "print(f'kD = {kD:.0f} m2/d')\n", "print(f'S = {S:.3g}')\n", "\n", "ax.legend()\n", "plt.show()\n", "\n", "\n", "ax = newfig(f'Drawdown and matched Hantush well function, Qd = {Qd:.0f} m3/d, kD={kD:.0f} m2/d, S={S:.3f}, c={c:.0f} d', 't/r^2', 's = A W(u, rho)',\n", " xscale='log', yscale='log', fontsize='large', ylim=(1e-3, 2.))\n", "\n", "t_day = np.asarray(data.index) \n", "for r_, col in zip(r, data.columns):\n", " ax.plot(t_day / r_ ** 2, data[col], label=f'measured, {r_:.0f} m')\n", " \n", "# To be setimated by trial and error\n", "\n", "A, B = 0.09, 1.0e6 # A = Q/ (4 pi kD); B = 4 kD /S\n", "c = 500 # After a few trial, c seems to best match the data\n", "L = np.sqrt(kD * c)\n", "markers = ['.', 'x', '+', 's', '*']\n", "for r_, marker in zip(r, markers):\n", " u = 1 / (B * t_day / r_ ** 2)\n", " rho = r_ / L\n", " ax.plot(t_day / r_ ** 2, A * Wh(u, rho), 'k', marker=marker, lw=0.5, label=f'Hantush, r={r_:.0f}')\n", "ax.legend()\n", "plt.show()\n", " \n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Conclusion;\n", "kD = m2/d, S = 0.026, c = 500 d" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Generating test data for the pumping test analyses, so that each students will have his/her unique test data." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "from scipy.special import exp1 as W # Theis well Function\n", "from scipy.integrate import quad\n", "\n", "def Wh(u, rho):\n", " \"\"\"Return Hantush well function by integration using scipy functinality.\n", "\n", " This is efficient and accurate to 1e-9, which the other direct integration\n", " methods don't achieve, even with 5000 points.\n", " \"\"\"\n", " def kernel(y, rho): return np.exp(-y - (rho/2) ** 2 / y ) / y\n", "\n", " def w(u, rho): return quad(kernel, u, np.inf, args=(rho))\n", "\n", " wh = np.frompyfunc(w, 2, 2) # 2 inputs and tow outputs h and err\n", "\n", " return wh(u, rho)[0] # cut-off err " ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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30000.0760.00.670.540.330.23
35000.0760.00.670.540.330.23
40000.0760.00.670.540.330.23
\n", "
" ], "text/plain": [ " Q_m3/d r=17 r=35 r=110 r=200\n", "(t_min,) \n", "10.0 760.0 0.25 0.13 0.01 0.01\n", "20.0 760.0 0.31 0.19 0.03 0.01\n", "30.0 760.0 0.34 0.21 0.04 0.00\n", "40.0 760.0 0.37 0.24 0.06 0.01\n", "50.0 760.0 0.38 0.25 0.07 0.01\n", "60.0 760.0 0.41 0.28 0.10 0.03\n", "75.0 760.0 0.43 0.30 0.11 0.03\n", "90.0 760.0 0.44 0.30 0.11 0.03\n", "105.0 760.0 0.47 0.33 0.14 0.06\n", "120.0 760.0 0.47 0.34 0.14 0.06\n", "180.0 760.0 0.49 0.36 0.16 0.07\n", "240.0 760.0 0.52 0.39 0.19 0.09\n", "300.0 760.0 0.54 0.41 0.21 0.11\n", "360.0 760.0 0.55 0.42 0.22 0.12\n", "420.0 760.0 0.57 0.44 0.23 0.14\n", "480.0 760.0 0.57 0.43 0.23 0.13\n", "540.0 760.0 0.59 0.46 0.25 0.15\n", "600.0 760.0 0.60 0.47 0.26 0.16\n", "720.0 760.0 0.60 0.47 0.26 0.16\n", "840.0 760.0 0.61 0.48 0.27 0.17\n", "960.0 760.0 0.62 0.49 0.29 0.19\n", "1080.0 760.0 0.64 0.51 0.30 0.20\n", "1200.0 760.0 0.63 0.50 0.29 0.19\n", "1500.0 760.0 0.64 0.50 0.30 0.20\n", "1800.0 760.0 0.64 0.51 0.30 0.20\n", "2100.0 760.0 0.65 0.52 0.32 0.21\n", "2400.0 760.0 0.65 0.52 0.31 0.21\n", "2700.0 760.0 0.66 0.53 0.33 0.22\n", "3000.0 760.0 0.66 0.53 0.33 0.22\n", "4000.0 760.0 0.67 0.54 0.33 0.23\n", "5000.0 760.0 0.68 0.54 0.34 0.24\n", "6000.0 760.0 0.66 0.53 0.32 0.22\n", "8500.0 760.0 0.66 0.53 0.32 0.22\n", "9000.0 760.0 0.66 0.53 0.33 0.22\n", "12000.0 760.0 0.67 0.53 0.33 0.23\n", "15000.0 760.0 0.67 0.54 0.33 0.23\n", "20000.0 760.0 0.66 0.53 0.32 0.22\n", "25000.0 760.0 0.67 0.54 0.33 0.23\n", "30000.0 760.0 0.67 0.54 0.33 0.23\n", "35000.0 760.0 0.67 0.54 0.33 0.23\n", "40000.0 760.0 0.67 0.54 0.33 0.23" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# True values to be determined (may be the same fer every sutdent)\n", "Q, kD, S, c = 760, 660., 0.0025, 500. # m3/d, m2/d, (-), d\n", "L = np.sqrt(kD * c)\n", "\n", "# Observation well distances, unique for every student.\n", "r = 17., 35., 110, 200.\n", "\n", "ax = newfig('Hantush well function', '1/u', 'W(u, rho)', xscale='log', yscale='log')\n", "\n", "# A nice set of measuring times, like one would have in practice [minuts after start of pump]\n", "t_min = np.array([10, 20, 30, 40, 50, 60, 75, 90, 105, 120, 180, 240, 300, 360, 420, 480,\n", " 540, 600, 720, 840, 960, 1080, 1200, 1500, 1800, 2100, 2400, 2700, 3000,\n", " 4000, 5000, 6000, 8500, 9000, 12000, 15000, 20000, 25000, 30000, 35000,\n", " 40000])\n", "\n", "t_day = t_min / (24 * 60)\n", "\n", "# Random measurement errors\n", "e = 0.005 * np.random.randn(len(t_day))\n", "\n", "# Data array to be filled. We put time in minutes in first column\n", "A = np.hstack((t_min[:, np.newaxis],\n", " Q * np.ones((len(t_min), 1)),\n", " np.zeros( (len(t_day), len(r))) ))\n", "\n", "# Fill the matrix\n", "for ir, r_ in enumerate(r):\n", " u = r_ ** 2 * S / (4 * kD * t_day) \n", " s = Q / (4 * np.pi * kD) * Wh(u, r_/L) + e\n", " A[:, ir + 2] = s\n", " ax.plot(1/u, s, '+', label=f'{r_/L:.0f}')\n", " \n", "data = pd.DataFrame(np.round(A[:, 1:], 2), index=A[:, 0], columns=(['Q_m3/d'] + [f'r={r_:.0f}' for r_ in r]))\n", "data.index.name = 't_min',\n", "\n", "data\n", "\n", "# You can save the data to an excel file a csv file or a text file whatever you like. " ] } ], "metadata": { "interpreter": { "hash": "a98a1daacb9c4660c43f7d8fd1eb9e351299699fa2c9d0b588d834f4e4301aa0" }, "kernelspec": { "display_name": "Python 3.9.7 ('base')", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.7" } }, "nbformat": 4, "nbformat_minor": 2 }