{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Autocorrelation for irregular time series\n", "*R.A. Collenteur, Artesia Water & University of Graz, 2020*\n", "\n", "In this notebook the autocorrelation function for irregular time steps that is built-in in Pastas is tested and validated on synthetic data. The methodology for calculating the autocorrelation is based on [Rehfeld et al. (2011)](#References) and [Edelson and Krolik (1978)](#References). The methods are available through `pastas.stats` package (e.g. `pastas.stats.acf(series)`). The full report of the methods underlying this Notebook are available in [Collenteur (2018, in Dutch)](#References). \n", "\n", "1. [Create synthetic time series](#Create-synthetic-time-series)\n", "2. [Compute the autocorrelation](#Computing-the-autocorrelation)\n", "3. [Autocorrelation for regular time series](#Autocorrelation-for-regular-time-series)\n", "4. [Autocorrelation for irregular time series](#Sine-wave-with-non-equidistant-timesteps)\n", "5. [References](#References)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "import pastas as ps\n", "\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Create synthetic time series\n", "Two synthetic time series are created with a known autocorrelation and a regular time interval. The first is a sine wave with a wave period of one year. The second is a series of correlated noise generated through an AR(1) process. Both synthetic time series have a length of ten years and a daily observation time step ($n=3650$). From both time series three time series with irregular time steps are created:\n", "\n", "- **Time Series 1:** 3 years of monthly data, 3 years of bi-weekly data, and 4 years of daily data.\n", "- **Time Series 2:** 3 years of monthly data, 3 years of bi-weekly data, a one year gap, and 4 years of daily data.\n", "- **Time Series 3:** reindex time series using the indices from a real groundwater level time series." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/hs/1j43d1k53k38dlwr99tmgf780000gn/T/ipykernel_66733/2057735080.py:24: FutureWarning: The series.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n", " .append(v.iloc[-7 * 365 : -4 * 365].asfreq(\"14D\"))\n", "/var/folders/hs/1j43d1k53k38dlwr99tmgf780000gn/T/ipykernel_66733/2057735080.py:25: FutureWarning: The series.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n", " .append(v.iloc[-4 * 365 :])\n", "/var/folders/hs/1j43d1k53k38dlwr99tmgf780000gn/T/ipykernel_66733/2057735080.py:33: FutureWarning: The series.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n", " .append(v.iloc[-7 * 365 : -4 * 365].asfreq(\"14D\"))\n", "/var/folders/hs/1j43d1k53k38dlwr99tmgf780000gn/T/ipykernel_66733/2057735080.py:34: FutureWarning: The series.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n", " .append(v.iloc[-3 * 365 :])\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "index_test = (\n", " pd.read_csv(\n", " \"../examples/data/test_index.csv\", parse_dates=True, index_col=0, names=[\"Date\"]\n", " )\n", " .squeeze()\n", " .index.ceil(\"D\")\n", " .unique()\n", ")\n", "n_years = 10\n", "index = pd.to_datetime(np.arange(0, n_years * 365, 1), unit=\"D\", origin=\"2005\")\n", "index.name = \"Time [Years]\"\n", "\n", "# 1. Sine timeseries 1: equal timesteps\n", "np.random.seed(0)\n", "data = np.sin(\n", " np.linspace(0, n_years * 2 * np.pi, len(index))\n", ") # +np.random.rand(index.size)\n", "v = pd.Series(data=data, index=index, name=\"STS_SIN\")\n", "\n", "# 2. Sine timeseries with three frequencies\n", "v1 = (\n", " v.iloc[: -7 * 365]\n", " .asfreq(\"30D\")\n", " .append(v.iloc[-7 * 365 : -4 * 365].asfreq(\"14D\"))\n", " .append(v.iloc[-4 * 365 :])\n", ")\n", "v1.name = \"STS_SIN1\"\n", "\n", "# 3. Sine timeseries with three frequencies and a data gap\n", "v2 = (\n", " v.iloc[: -7 * 365]\n", " .asfreq(\"30D\")\n", " .append(v.iloc[-7 * 365 : -4 * 365].asfreq(\"14D\"))\n", " .append(v.iloc[-3 * 365 :])\n", ")\n", "v2.name = \"STS_SIN2\"\n", "\n", "# 4. Sine timeseries with indices based on a true groundwater level measurement indices\n", "v3 = v.reindex(index_test).dropna()\n", "v3.name = \"STS_SIN3\"\n", "\n", "# Convoluting a random noise process with a exponential decay function to obtain a autocorrelation\n", "# timeseries similar to an Auto Regressive model of order 1 (AR(1))\n", "alpha = 10\n", "np.random.seed(0)\n", "n = np.random.rand(index.size + 365)\n", "b = np.exp(-np.arange(366) / alpha)\n", "n = np.convolve(n, b, mode=\"valid\")\n", "n = n - n.mean()\n", "\n", "index = pd.to_datetime(np.arange(0, n.size, 1), unit=\"D\", origin=\"2005\")\n", "index.name = \"Time [Years]\"\n", "n = pd.Series(data=n, index=index, name=\"STS_EXP\")\n", "\n", "n1 = n.reindex(v1.index).dropna()\n", "n1.name = \"STS_EXP1\"\n", "n2 = n.reindex(v2.index).dropna()\n", "n2.name = \"STS_EXP2\"\n", "n3 = n.reindex(index_test).dropna()\n", "n3.name = \"STS_EXP3\"\n", "\n", "# Create a DataFrame with all series and plot them all\n", "d = pd.concat([v, v1, v2, v3, n, n1, n2, n3], axis=1)\n", "d.plot(subplots=True, figsize=(10, 6), marker=\".\", markersize=2, color=\"steelblue\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Theoretical autocorrelation\n", "In this codeblock a figure is created showing the time series with equidistant timesteps and their theoretical autocorrelation." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# Compute true autocorrelation functions\n", "acf_v_true = pd.Series(np.cos(np.linspace(0, 2 * np.pi, 365)))\n", "acf_n_true = pd.Series(b)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Computing the autocorrelation\n", "\n", "The autocorrelation function for all time series is calculated for a number of time lags. Two different methods are used:\n", "\n", "- binning in a rectangular bin\n", "- weighting through a Gaussian kernel\n", "\n", "
\n", " \n", "Warning \n", " \n", "Calculation of all the autocorrelation functions can take several minutes!\n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "lags = np.arange(1.0, 366)\n", "acf_df = pd.DataFrame(index=lags)\n", "\n", "for name, sts in d.items():\n", " for method in [\"rectangle\", \"gaussian\"]:\n", " acf = ps.stats.acf(sts.dropna(), bin_method=method, max_gap=30)\n", " acf.index = acf.index.days\n", " acf_df.loc[:, name + \"_\" + method] = acf" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Autocorrelation for regular time series" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'Error [L]')" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(3, 2, figsize=(10, 7), sharey=\"row\")\n", "\n", "for i, name in enumerate([\"STS_SIN\", \"STS_EXP\"]):\n", " sts = d.loc[:, name]\n", " sts.plot(ax=axes[0][i], style=\".\", legend=True, label=name)\n", "\n", " if name == \"STS_SIN\":\n", " acf_true = acf_v_true\n", " else:\n", " acf_true = acf_n_true\n", "\n", " acf_true.plot(ax=axes[1][i])\n", "\n", " axes[2][i].plot([0.0, 365], [0, 0], label=\"true ACF\")\n", " for bm in [\"gaussian\", \"rectangle\"]:\n", " acf_name = name + \"_\" + bm\n", " acf = acf_df.loc[:, acf_name]\n", " if bm == \"gaussian\":\n", " kwargs = dict(marker=\"x\", markersize=10)\n", " else:\n", " kwargs = dict(marker=\"o\")\n", " acf.plot(label=bm, ax=axes[1][i], logx=True, linestyle=\"\", **kwargs)\n", " dif = acf.subtract(acf_true).dropna()\n", " rmse = \" (RMSE={:.2f})\".format(np.sqrt((dif.pow(2)).sum() / dif.size))\n", " dif.plot(label=bm + rmse, ax=axes[2][i], logx=True, **kwargs)\n", " axes[2][i].legend()\n", " axes[1][i].set_xticks([])\n", " axes[2][i].set_xlabel(\"Lags [Days]\")\n", " axes[2][i].set_xticks([1, 10, 30, 60, 180, 365])\n", " axes[2][i].set_xticklabels([1, 10, 30, 60, 180, 365])\n", "\n", "ax = axes[0][0].set_ylabel(\"Noise [L]\")\n", "axes[1][0].set_ylabel(\"ACF [-]\")\n", "axes[2][0].set_ylabel(\"Error [L]\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sine wave with non-equidistant timesteps" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'Error [L]')" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(3, 3, figsize=(16, 9), sharey=\"row\")\n", "#\n", "for i, name in enumerate([\"STS_SIN1\", \"STS_SIN2\", \"STS_SIN3\"]):\n", " sts = d.loc[:, name]\n", " sts.plot(ax=axes[0][i], style=\".\", label=name)\n", " axes[0][i].legend(loc=3)\n", " acf_v_true.plot(ax=axes[1][i])\n", " axes[2][i].plot([0.0, 365], [0, 0], label=\"true ACF\")\n", " for bm in [\"gaussian\", \"rectangle\"]:\n", " acf_name = name + \"_\" + bm\n", " acf = acf_df.loc[:, acf_name]\n", " if bm == \"gaussian\":\n", " kwargs = dict(marker=\"x\", markersize=10)\n", " else:\n", " kwargs = dict(marker=\"o\")\n", " acf.plot(label=bm, ax=axes[1][i], logx=True, linestyle=\"\", **kwargs)\n", " dif = acf.subtract(acf_v_true).dropna()\n", " rmse = \" (RMSE={:.2f})\".format(np.sqrt((dif.pow(2)).sum() / dif.size))\n", " dif.plot(label=bm + rmse, ax=axes[2][i], logx=True, **kwargs)\n", " axes[1][i].set_xticks([])\n", " axes[2][i].set_xticks([1, 10, 30, 60, 180, 365])\n", " axes[2][i].set_xticklabels([1, 10, 30, 60, 180, 365])\n", " axes[2][i].legend(loc=3)\n", " axes[2][i].set_xlabel(\"Lags [Days]\")\n", "\n", "axes[2][i].relim()\n", "axes[0][0].set_ylabel(\"Noise [L]\")\n", "axes[1][0].set_ylabel(\"ACF [-]\")\n", "axes[2][0].set_ylabel(\"Error [L]\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Exponential decay with non-equidistant timesteps" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'Difference from true value [-]')" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(3, 3, figsize=(16, 9), sharey=\"row\")\n", "\n", "for i, name in enumerate([\"STS_EXP1\", \"STS_EXP2\", \"STS_EXP3\"]):\n", " sts = d.loc[:, name]\n", " sts.plot(ax=axes[0][i], style=\".\", label=name)\n", " axes[0][i].legend(loc=3)\n", " acf_n_true.plot(ax=axes[1][i])\n", " axes[2][i].plot([0.0, 365], [0, 0], label=\"true ACF\")\n", " for j, bm in enumerate([\"gaussian\", \"rectangle\"]):\n", " acf_name = name + \"_\" + bm\n", " acf = acf_df.loc[:, acf_name]\n", " if bm == \"gaussian\":\n", " kwargs = dict(marker=\"x\", markersize=10)\n", " else:\n", " kwargs = dict(marker=\"o\")\n", " acf.plot(label=bm, ax=axes[1][i], logx=True, linestyle=\"\", **kwargs)\n", " dif = acf.subtract(acf_n_true).dropna()\n", " rmse = \" (RMSE={:.2f})\".format(np.sqrt((dif.pow(2)).sum() / dif.size))\n", " dif.plot(label=bm + rmse, ax=axes[2][i], logx=True, sharey=axes[2][0], **kwargs)\n", " axes[2][i].set_xticks([1, 10, 30, 60, 180, 365])\n", " axes[2][i].set_xticklabels([1, 10, 30, 60, 180, 365])\n", " axes[1][i].set_xticks([])\n", " axes[2][i].legend(loc=2)\n", " axes[2][i].set_xlabel(\"Lags [Days]\")\n", "\n", "axes[0][0].set_ylabel(\"Noise [L]\")\n", "axes[1][0].set_ylabel(\"Autocorrelation [-]\")\n", "axes[2][0].set_ylabel(\"Difference from true value [-]\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## References\n", "- Rehfeld, K., Marwan, N., Heitzig, J., Kurths, J. (2011). [Comparison of correlation analysis techniques for irregularly sampled time series](https://doi.org/10.5194/npg-18-389-2011). Nonlinear Processes in Geophysics. 18. 389-404.\n", "- Edelson, R. A., & Krolik, J. H. (1988). The discrete correlation function-A new method for analyzing unevenly sampled variability data. The Astrophysical Journal, 333, 646-659.\n", "- Collenteur, R.A. (2018) [Over autocorrelatie van tijdreeksmoddellen met niet-equidistante tijdstappen](http://www.artesia-water.nl/wp-content/uploads/Autocorrelatie_niet_gelijke_tijdstappen.pdf), Artesia, Schoonhoven, Nederland. In Dutch." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "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": "3.10.5" }, "vscode": { "interpreter": { "hash": "dace5e1b41a98a8e52d2a8eebc3b981caf2c12e7a76736ebfb89a489e3b62e79" } } }, "nbformat": 4, "nbformat_minor": 4 }