{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Synthetic Data\n", "\n", "*Developed by Stijn Klop and Mark Bakker*\n", "\n", "This Notebook contains a number of examples and tests with synthetic data. The purpose of this notebook is to demonstrate the noise model of Pastas.\n", "\n", "In this Notebook, heads are generated with a known response function. Next, Pastas is used to solve for the parameters of the model it is verified that Pastas finds the correct parameters back. Several different types of errors are introduced in the generated heads and it is tested whether the confidence intervals computed by Pastas are reasonable. " ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Python version: 3.10.5\n", "NumPy version: 1.22.3\n", "Pandas version: 1.4.3\n", "SciPy version: 1.9.3\n", "Matplotlib version: 3.6.2\n", "Numba version: 0.56.3\n", "LMfit version: 1.0.3\n", "Latexify version: 0.2.0\n", "Pastas version: 1.0.0b\n" ] } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from scipy.special import gammainc, gammaincinv\n", "import pandas as pd\n", "import pastas as ps\n", "\n", "ps.show_versions()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Load data and define functions\n", "The rainfall observations are read from file. The rainfall series is taken from KNMI station De Bilt. Heads are generated with a Gamma response function which is defined below. " ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "rain = (\n", " pd.read_csv(\"../examples/data/rain_260.csv\", index_col=0, parse_dates=[0]).squeeze()\n", " / 1000\n", ")" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "def gamma_tmax(A, n, a, cutoff=0.999):\n", " return gammaincinv(n, cutoff) * a\n", "\n", "\n", "def gamma_step(A, n, a, cutoff=0.999):\n", " tmax = gamma_tmax(A, n, a, cutoff)\n", " t = np.arange(0, tmax, 1)\n", " s = A * gammainc(n, t / a)\n", " return s\n", "\n", "\n", "def gamma_block(A, n, a, cutoff=0.999):\n", " # returns the gamma block response starting at t=0 with intervals of delt = 1\n", " s = gamma_step(A, n, a, cutoff)\n", " return np.append(s[0], s[1:] - s[:-1])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The Gamma response function requires 3 input arguments; A, n and a. The values for these parameters are defined along with the parameter d, the base groundwater level. The response function is created using the functions defined above." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "Atrue = 800\n", "ntrue = 1.1\n", "atrue = 200\n", "dtrue = 20\n", "h = gamma_block(Atrue, ntrue, atrue)\n", "tmax = gamma_tmax(Atrue, ntrue, atrue)\n", "plt.plot(h)\n", "plt.xlabel(\"Time (days)\")\n", "plt.ylabel(\"Head response (m) due to 1 mm of rain in day 1\")\n", "plt.title(\"Gamma block response with tmax=\" + str(int(tmax)));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Create synthetic observations\n", "Rainfall is used as input series for this example. No errors are introduced. A Pastas model is created to test whether Pastas is able to . The generated head series is purposely not generated with convolution.\n", "Heads are computed for the period 1990 - 2000. Computations start in 1980 as a warm-up period. Convolution is not used so that it is clear how the head is computed. The computed head at day 1 is the head at the end of day 1 due to rainfall during day 1. No errors are introduced." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "step = gamma_block(Atrue, ntrue, atrue)[1:]\n", "lenstep = len(step)\n", "h = dtrue * np.ones(len(rain) + lenstep)\n", "for i in range(len(rain)):\n", " h[i : i + lenstep] += rain[i] * step\n", "head = pd.DataFrame(\n", " index=rain.index,\n", " data=h[: len(rain)],\n", ")\n", "head = head[\"1990\":\"1999\"]\n", "\n", "plt.figure(figsize=(12, 5))\n", "plt.plot(head, \"k.\", label=\"head\")\n", "plt.legend(loc=0)\n", "plt.ylabel(\"Head (m)\")\n", "plt.xlabel(\"Time (years)\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Create Pastas model\n", "The next step is to create a Pastas model. The head generated using the Gamma response function is used as input for the Pastas model. \n", "\n", "A `StressModel` instance is created and added to the Pastas model. The `StressModel` intance takes the rainfall series as input aswell as the type of response function, in this case the Gamma response function ( `ps.Gamma`).\n", "\n", "The Pastas model is solved without a noise model since there is no noise present in the data. The results of the Pastas model are plotted." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO: 1D-DataFrame was provided, automatically transformed to pandas.Series.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Fit report 0 Fit Statistics\n", "=============================================\n", "nfev 14 EVP 100.00\n", "nobs 3652 R2 1.00\n", "noise False RMSE 0.00\n", "tmin 1990-01-01 00:00:00 AIC -219737.53\n", "tmax 1999-12-31 00:00:00 BIC -219712.72\n", "freq D Obj 0.00\n", "warmup 3650 days 00:00:00 ___ \n", "solver LeastSquares Interp. No\n", "\n", "Parameters (4 optimized)\n", "=============================================\n", " optimal stderr initial vary\n", "recharge_A 800.0 ±0.00% 217.313623 True\n", "recharge_n 1.1 ±0.00% 1.000000 True\n", "recharge_a 200.0 ±0.00% 10.000000 True\n", "constant_d 20.0 ±0.00% 21.798909 True\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ml = ps.Model(head)\n", "sm = ps.StressModel(rain, ps.Gamma(), name=\"recharge\", settings=\"prec\")\n", "ml.add_stressmodel(sm)\n", "ml.solve(ftol=1e-8)\n", "ml.plots.results();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The results of the Pastas model show the calibrated parameters for the Gamma response function. The parameters calibrated using pastas are equal to the `Atrue`, `ntrue`, `atrue` and `dtrue` parameters defined above. The Explained Variance Percentage for this example model is 100%. \n", "\n", "The results plots show that the Pastas simulation is identical to the observed groundwater. The residuals of the simulation are shown in the plot together with the response function and the contribution for each stress.\n", "\n", "Below the Pastas block response and the true Gamma response function are plotted." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(gamma_block(Atrue, ntrue, atrue), label=\"Synthetic response\")\n", "plt.plot(ml.get_block_response(\"recharge\"), \"-.\", label=\"Pastas response\")\n", "plt.legend(loc=0)\n", "plt.ylabel(\"Head response (m) due to 1 m of rain in day 1\")\n", "plt.xlabel(\"Time (days)\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Test 1: Adding noise\n", "In the next test example noise is added to the observations of the groundwater head. The noise is normally distributed noise with a mean of 0 and a standard deviation of 1 and is scaled with the standard deviation of the head. \n", "\n", "The noise series is added to the head series created in the previous example." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "random_seed = np.random.RandomState(15892)\n", "\n", "noise = random_seed.normal(0, 1, len(head)) * np.std(head.values) * 0.5\n", "head_noise = head[0] + noise" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Create Pastas model\n", "\n", "A pastas model is created using the head with noise. A stress model is added to the Pastas model and the model is solved." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Fit report 0 Fit Statistics\n", "==================================================\n", "nfev 14 EVP 79.43\n", "nobs 3652 R2 0.79\n", "noise True RMSE 0.20\n", "tmin 1990-01-01 00:00:00 AIC -11660.89\n", "tmax 1999-12-31 00:00:00 BIC -11629.87\n", "freq D Obj 74.75\n", "warmup 3650 days 00:00:00 ___ \n", "solver LeastSquares Interp. No\n", "\n", "Parameters (5 optimized)\n", "==================================================\n", " optimal stderr initial vary\n", "recharge_A 811.846778 ±1.30% 217.313623 True\n", "recharge_n 1.047627 ±1.66% 1.000000 True\n", "recharge_a 218.803805 ±3.36% 10.000000 True\n", "constant_d 19.979988 ±0.12% 21.804260 True\n", "noise_alpha 0.186774 ±65.40% 1.000000 True\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ml2 = ps.Model(head_noise)\n", "ml2.add_noisemodel(ps.ArNoiseModel())\n", "sm2 = ps.StressModel(rain, ps.Gamma(), name=\"recharge\", settings=\"prec\")\n", "ml2.add_stressmodel(sm2)\n", "ml2.solve()\n", "ml2.plots.results();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The results of the simulation show that Pastas is able to filter the noise from the observed groundwater head. The simulated groundwater head and the generated synthetic head are plotted below. The parameters found with the Pastas optimization are similair to the original parameters of the Gamma response function." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(12, 5))\n", "plt.plot(head_noise, \".k\", alpha=0.1, label=\"Head with noise\")\n", "plt.plot(head, \".k\", label=\"Head true\")\n", "plt.plot(ml2.simulate(), label=\"Pastas simulation\")\n", "plt.title(\"Simulated Pastas head compared with synthetic head\")\n", "plt.legend(loc=0)\n", "plt.ylabel(\"Head (m)\")\n", "plt.xlabel(\"Date (years)\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Test 2: Adding correlated noise\n", "In this example correlated noise is added to the observed head. The correlated noise is generated using the noise series created in the previous example. The correlated noise is implemented as exponential decay using the following formula:\n", "\n", "$$ n_{c}(t) = e^{-1/\\alpha} \\cdot n_{c}(t-1) + n(t)$$\n", "\n", "where $n_{c}$ is the correlated noise, $\\alpha$ is the noise decay parameter and $n$ is the uncorrelated noise. The noise series that is created is added to the observed groundwater head. " ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "noise_corr = np.zeros(len(noise))\n", "noise_corr[0] = noise[0]\n", "\n", "alphatrue = 2\n", "\n", "for i in range(1, len(noise_corr)):\n", " noise_corr[i] = np.exp(-1 / alphatrue) * noise_corr[i - 1] + noise[i]\n", "\n", "head_noise_corr = head[0] + noise_corr" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Create Pastas model\n", "A Pastas model is created using the head with correlated noise as input. A stressmodel is added to the model and the Pastas model is solved. The results of the model are plotted. " ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Fit report 0 Fit Statistics\n", "=================================================\n", "nfev 13 EVP 70.22\n", "nobs 3652 R2 0.70\n", "noise True RMSE 0.26\n", "tmin 1990-01-01 00:00:00 AIC -11657.67\n", "tmax 1999-12-31 00:00:00 BIC -11626.65\n", "freq D Obj 74.81\n", "warmup 3650 days 00:00:00 ___ \n", "solver LeastSquares Interp. No\n", "\n", "Parameters (5 optimized)\n", "=================================================\n", " optimal stderr initial vary\n", "recharge_A 820.011253 ±3.42% 217.313623 True\n", "recharge_n 1.017822 ±3.60% 1.000000 True\n", "recharge_a 234.421669 ±8.13% 10.000000 True\n", "constant_d 19.971140 ±0.31% 21.812483 True\n", "noise_alpha 2.076617 ±4.38% 1.000000 True\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ml3 = ps.Model(head_noise_corr)\n", "ml3.add_noisemodel(ps.ArNoiseModel())\n", "sm3 = ps.StressModel(rain, ps.Gamma(), name=\"recharge\", settings=\"prec\")\n", "ml3.add_stressmodel(sm3)\n", "ml3.solve()\n", "ml3.plots.results();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The Pastas model is able to calibrate the model parameters fairly well. The calibrated parameters are close to the true values defined above. The `noise_alpha` parameter calibrated by Pastas is close the the `alphatrue` parameter defined for the correlated noise series.\n", "\n", "Below the head simulated with the Pastas model is plotted together with the head series and the head series with the correlated noise." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(12, 5))\n", "plt.plot(head_noise_corr, \".k\", alpha=0.1, label=\"Head with correlated noise\")\n", "plt.plot(head, \".k\", label=\"Head true\")\n", "plt.plot(ml3.simulate(), label=\"Pastas simulation\")\n", "plt.title(\"Simulated Pastas head compared with synthetic head\")\n", "plt.legend(loc=0)\n", "plt.ylabel(\"Head (m)\")\n", "plt.xlabel(\"Date (years)\");" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 4 }