{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# AR(1) noise model with equidistant synthetic time series\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": [ "Pastas version: 1.8.0b\n", "Python version: 3.10.12\n", "NumPy version: 1.26.4\n", "Pandas version: 2.2.3\n", "SciPy version: 1.14.1\n", "Matplotlib version: 3.9.2\n", "Numba version: 0.60.0\n" ] } ], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", "from scipy.special import gammainc, gammaincinv\n", "\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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", 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" ] }, "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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", 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" ] }, "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` instance takes the rainfall series as input as well 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": "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 AICc -220626.61\n", "tmax 1999-12-31 00:00:00 BIC -220601.81\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 initial vary stderr\n", "recharge_A 800.0 217.313623 True ±4.64e-13%\n", "recharge_n 1.1 1.000000 True ±6.48e-13%\n", "recharge_a 200.0 10.000000 True ±1.24e-12%\n", "constant_d 20.0 21.798909 True ±4.09e-14%\n" ] }, { "data": { "image/png": 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", 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" ] }, "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(report=False)\n", "ml.plots.results(stderr=True)\n", "print(ml.fit_report(stderr=True))" ] }, { "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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", 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" ] }, "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 AICc -11660.87\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 initial vary stderr\n", "recharge_A 811.846340 217.313623 True ±1.30%\n", "recharge_n 1.047628 1.000000 True ±1.66%\n", "recharge_a 218.803326 10.000000 True ±3.36%\n", "constant_d 19.979989 21.804260 True ±0.12%\n", "noise_alpha 0.186775 1.000000 True ±65.40%\n" ] }, { "data": { "image/png": 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", "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(report=False)\n", "ml2.plots.results(stderr=True)\n", "print(ml2.fit_report(stderr=True))" ] }, { "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 similar to the original parameters of the Gamma response function." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "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 AICc -11657.65\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 initial vary stderr\n", "recharge_A 820.010521 217.313623 True ±3.42%\n", "recharge_n 1.017822 1.000000 True ±3.60%\n", "recharge_a 234.420780 10.000000 True ±8.13%\n", "constant_d 19.971141 21.812483 True ±0.31%\n", "noise_alpha 2.076618 1.000000 True ±4.38%\n" ] }, { "data": { "image/png": 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", "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(report=False)\n", "ml3.plots.results(stderr=True)\n", "print(ml3.fit_report(stderr=True))" ] }, { "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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", 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" ] }, "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 }