{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Noise Generation\n", "\n", "**Author:** Alex James\n", "**Date:** last-modified\n", "\n", "_Description:_ `noise.from_series` (AR(1) emulation from target), `noise.from_param` (power-law, fractional Gaussian, white noise), ensemble generation\n", "\n", "_Abstract_\n", "\n", "> This notebook covers the two main entry points for generating noise in ClimateCritters: `noise.from_series` matches AR(1) or spectral properties to a target time series, and `noise.from_param` generates power-law colored noise, fractional Gaussian noise, or white noise from explicit parameters. Both support ensemble generation with a reproducible random seed.\n", "\n", "**Keywords:** noise, AR(1), colored noise, power-law, fractional Gaussian noise, white noise, ensemble, from_series, from_param, pyleoclim" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import pyleoclim as pyleo\n", "from climatecritters.utils import noise" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Creating noise from a target series\n", "\n", "The simplest approach to creating noise is to use a pre-defined series you would like emulate. We'll show how to do this here using the NINO3 index for the past several decades, stored in `Pyleoclim`." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "{'archiveType': 'Instrumental', 'label': 'NINO3 SST'}\n" ] } ], "source": [ "nino = pyleo.utils.load_dataset('NINO3')\n", "nino.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Available methods for this function include:\n", "\n", "* 'ar1sim' : Simulate an AR(1) process with the same autocorrelation coefficient as the original series\n", "* 'phaseran' : Phase randomize the original series and use that as noise" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "{'archiveType': 'Instrumental', 'label': 'NINO3 SST'}\n" ] } ], "source": [ "noise_series = noise.from_series(nino, method='ar1sim')\n", "noise_series.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can also specify the `number` parameter if you would like multiple noise realizations. This will return an ensemble." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "{'archiveType': 'Instrumental', 'label': 'NINO3 SST'}\n" ] } ], "source": [ "noise_series = noise.from_series(nino, method='ar1sim',number=10)\n", "noise_series.plot_envelope()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Creating noise from parameter values\n", "\n", "The other, somewhat more involved option to creating noise using ClimateCritters is from a set of parameters. Both the choice of time axis and the value axis need to be carefully considered here." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### The time axis\n", "\n", "Creating the time axis can be done in a two main ways:\n", "\n", "* By specifying the length and a type of spacing (using `time_pattern='even'` or `time_pattern='random'`)\n", "* By specifying the time axis using a pre-defined array (using `time_pattern='specified'`)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Using `time_pattern='even'`:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "{'archiveType': 'Instrumental', 'label': 'NINO3 SST'}\n" ] } ], "source": [ "#Specifying the length and type of spacing\n", "ts = noise.from_param(method='ar1sim',length=1000,time_pattern='even',noise_param=[1,1])\n", "ts.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Using `time_pattern='random'` (note that this re-uses the pyleoclim function `random_time_axis`, the arguments for which can be passed in `settings`):" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "{'archiveType': 'Instrumental', 'label': 'NINO3 SST'}\n" ] } ], "source": [ "ts = noise.from_param(method='ar1sim',noise_param=[1,1],length=1000,time_pattern='random',settings={'dist_name':'poisson','dist_param':2})\n", "ts.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Using `time_pattern='specified'`:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "{'archiveType': 'Instrumental', 'label': 'NINO3 SST'}\n" ] } ], "source": [ "#Specifying the time axis itself\n", "ts = noise.from_param(method='ar1sim',noise_param=[1,1],time_pattern='specified',settings={'time':nino.time})\n", "ts.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### The value axis\n", "\n", "There are several methods available to specify the value axis (specified via the `method` argument):\n", "\n", "* 'ar1sim' : Simulates an AR(1) process with `noise_param=[tau,sigma]`\n", "* 'power_law' : Simulates noise generated by a power law with `noise_param=[beta]`\n", "* 'fGn' : Simulates fractional gaussian noise with `noise_param=[H]`\n", "* 'white' : Simulates white noise\n", "\n", "Each of these methods has it's own tunable parameter. We'll illustrate examples of these below." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Method = 'ar1sim'" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "{'archiveType': 'Instrumental', 'label': 'NINO3 SST'}\n" ] } ], "source": [ "ts = noise.from_param(method='ar1sim',noise_param=[1,1],length=1000)\n", "ts.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Method = 'CN' (colored noise)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "{'archiveType': 'Instrumental', 'label': 'NINO3 SST'}\n" ] } ], "source": [ "ts = noise.from_param(method='CN',noise_param=[1],length=1000)\n", "ts.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "All of these options are available as ensembles via the `number` argument." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'archiveType': 'Instrumental', 'label': 'NINO3 SST'}\n" ] } ], "source": [ "ens = noise.from_param(method='ar1sim',noise_param=[10,5],length=1000,number=10)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "{'archiveType': 'Instrumental', 'label': 'NINO3 SST'}\n" ] } ], "source": [ "ens.plot_envelope()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Add from_series example isolating noise from another time series" ] }, { "cell_type": "markdown", "metadata": {}, "source": [] } ], "metadata": { "kernelspec": { "display_name": "docs", "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": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 2 }