{ "cells": [ { "cell_type": "markdown", "id": "title", "metadata": {}, "source": [ "# Downsampling — Simulating Sparse Proxy Records\n", "\n", "**Author:** Jordan Landers \n", "**Date:** last-modified\n", "\n", "_Description:_ `resample.downsample`, gap distributions (exponential, Poisson, Pareto, `random_choice`), sparse sampling from regular trajectories, resolution dashboard\n", "\n", "_Abstract_\n", "\n", "> `resample.downsample` sub-samples a regularly spaced model trajectory to simulate the irregular sampling of paleoclimate proxy records. This notebook demonstrates four gap-distribution modes — exponential, Poisson, Pareto, and random_choice — and shows how to inspect the resulting resolution statistics using pyleoclim's resolution dashboard.\n", "\n", "**Keywords:** downsample, sub-sampling, proxy records, sparse sampling, exponential, Poisson, Pareto, random_choice, resolution, pyleoclim" ] }, { "cell_type": "code", "execution_count": 1, "id": "imports", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import pyleoclim as pyleo\n", "from climatecritters.utils.resample import downsample\n" ] }, { "cell_type": "code", "execution_count": 2, "id": "load", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "n=1909 dt=0.083 yr span=1866.0–2025.0 yr\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n" ] } ], "source": [ "series = pyleo.utils.load_dataset('SOI').interp()\n", "print(f'n={len(series.time)} dt={series.time[1]-series.time[0]:.3f} yr '\n", " f'span={series.time[0]:.1f}–{series.time[-1]:.1f} yr')\n" ] }, { "cell_type": "markdown", "id": "orig-h3", "metadata": {}, "source": [ "### Original series and resolution" ] }, { "cell_type": "code", "execution_count": 3, "id": "orig-plot", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n" ] } ], "source": [ "fig, ax = series.plot()" ] }, { "cell_type": "code", "execution_count": 4, "id": "orig-res", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " {'res': ,\n", " 'res_hist': })" ] }, "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': 'Southern Oscillation Index'}\n" ] } ], "source": [ "series.resolution().dashboard()" ] }, { "cell_type": "markdown", "id": "exp-h2", "metadata": {}, "source": [ "## Exponential\n", "\n", "`method='exponential'`, `param=[scale]`\n", "\n", "Index gaps ~ Exponential(scale). Scale = mean gap size. Heavy right tail:\n", "most gaps are small, occasional large ones — like bioturbated marine records.\n" ] }, { "cell_type": "code", "execution_count": 5, "id": "exp-ds", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n" ] } ], "source": [ "ds_exp = downsample(series, method='exponential', param=[2], seed=42)" ] }, { "cell_type": "code", "execution_count": 6, "id": "exp-plot", "metadata": {}, "outputs": [ { "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': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n" ] } ], "source": [ "fig, ax = plt.subplots(figsize=(11, 3))\n", "ax.plot(series.time, series.value,\n", " color='#888888', lw=1.0, alpha=0.6, label='original')\n", "ax.plot(ds_exp.time, ds_exp.value,\n", " color='#2196F3', lw=1.5, alpha=0.9, label='downsampled')\n", "ax.set_ylabel('SOI'); ax.legend(fontsize=9)\n", "plt.tight_layout(); plt.show()\n" ] }, { "cell_type": "markdown", "id": "exp-cap", "metadata": {}, "source": [ "**Figure.** The sparse record (blue) keeps exact values at selected indices.\n", "Compare coverage and gap structure to the original (gray).\n" ] }, { "cell_type": "code", "execution_count": 7, "id": "exp-res", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " {'res': ,\n", " 'res_hist': })" ] }, "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': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n" ] } ], "source": [ "ds_exp.resolution().dashboard()" ] }, { "cell_type": "markdown", "id": "poi-h2", "metadata": {}, "source": [ "## Poisson\n", "\n", "`method='poisson'`, `param=[rate]`\n", "\n", "Gaps ~ Poisson(rate) + 1. More symmetric around the mean — fewer extreme\n", "long gaps than Exponential.\n" ] }, { "cell_type": "code", "execution_count": 8, "id": "poi-ds", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n" ] } ], "source": [ "ds_poi = downsample(series, method='poisson', param=[3], seed=42)" ] }, { "cell_type": "code", "execution_count": 9, "id": "poi-plot", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n" ] } ], "source": [ "fig, ax = plt.subplots(figsize=(11, 3))\n", "ax.plot(series.time, series.value,\n", " color='#888888', lw=1.0, alpha=0.6, label='original')\n", "ax.plot(ds_poi.time, ds_poi.value,\n", " color='#E91E63', lw=1.5, alpha=0.9, label='downsampled')\n", "ax.set_ylabel('SOI'); ax.legend(fontsize=9)\n", "plt.tight_layout(); plt.show()\n" ] }, { "cell_type": "markdown", "id": "poi-cap", "metadata": {}, "source": [ "**Figure.** Tighter gap distribution: coverage is more uniform than Exponential,\n", "fewer long stretches without a sample.\n" ] }, { "cell_type": "code", "execution_count": 10, "id": "poi-res", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " {'res': ,\n", " 'res_hist': })" ] }, "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': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n" ] } ], "source": [ "ds_poi.resolution().dashboard()" ] }, { "cell_type": "markdown", "id": "par-h2", "metadata": {}, "source": [ "## Pareto\n", "\n", "`method='pareto'`, `param=[shape, scale]`\n", "\n", "Gaps ~ (Pareto(shape) + 1) × scale. Power-law tail: small `shape` → very\n", "heavy tail with occasional extremely long hiatuses. Mimics patchy carbonate\n", "preservation.\n" ] }, { "cell_type": "code", "execution_count": 11, "id": "par-ds", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n" ] } ], "source": [ "ds_par = downsample(series, method='pareto', param=[2, 1], seed=42)" ] }, { "cell_type": "code", "execution_count": 12, "id": "par-plot", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n" ] } ], "source": [ "fig, ax = plt.subplots(figsize=(11, 3))\n", "ax.plot(series.time, series.value,\n", " color='#888888', lw=1.0, alpha=0.6, label='original')\n", "ax.plot(ds_par.time, ds_par.value,\n", " color='#4CAF50', lw=1.5, alpha=0.9, label='downsampled')\n", "ax.set_ylabel('SOI'); ax.legend(fontsize=9)\n", "plt.tight_layout(); plt.show()\n" ] }, { "cell_type": "markdown", "id": "par-cap", "metadata": {}, "source": [ "**Figure.** Rare but very long gaps dominate the resolution dashboard — the\n", "heavy tail means the record can go silent for extended periods.\n" ] }, { "cell_type": "code", "execution_count": 13, "id": "par-res", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " {'res': ,\n", " 'res_hist': })" ] }, "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': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n" ] } ], "source": [ "ds_par.resolution().dashboard()" ] }, { "cell_type": "markdown", "id": "rc-h2", "metadata": {}, "source": [ "## Random choice\n", "\n", "`method='random_choice'`, `param=[[values], [probabilities]]`\n", "\n", "Gaps drawn from a discrete distribution. Use when you know the sampling\n", "process — e.g. annual cores with occasional multi-year losses.\n" ] }, { "cell_type": "code", "execution_count": 14, "id": "rc-ds", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n" ] } ], "source": [ "ds_rc = downsample(series, method='random_choice',\n", " param=[[1, 5, 20], [0.80, 0.15, 0.05]], seed=42)\n" ] }, { "cell_type": "code", "execution_count": 15, "id": "rc-plot", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n" ] } ], "source": [ "fig, ax = plt.subplots(figsize=(11, 3))\n", "ax.plot(series.time, series.value,\n", " color='#888888', lw=1.0, alpha=0.6, label='original')\n", "ax.plot(ds_rc.time, ds_rc.value,\n", " color='#9C27B0', lw=1.5, alpha=0.9, label='downsampled')\n", "ax.set_ylabel('SOI'); ax.legend(fontsize=9)\n", "plt.tight_layout(); plt.show()\n" ] }, { "cell_type": "markdown", "id": "rc-cap", "metadata": {}, "source": [ "**Figure.** Three distinct gap sizes visible in the resolution dashboard,\n", "at the specified probabilities (80 % × 1, 15 % × 5, 5 % × 20).\n" ] }, { "cell_type": "code", "execution_count": 16, "id": "rc-res", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " {'res': ,\n", " 'res_hist': })" ] }, "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': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n" ] } ], "source": [ "ds_rc.resolution().dashboard()" ] }, { "cell_type": "markdown", "id": "compare-h2", "metadata": {}, "source": [ "## Method comparison — gap-size histograms" ] }, { "cell_type": "code", "execution_count": 17, "id": "compare-plot", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n", "{'archiveType': 'Instrumental', 'label': 'Southern Oscillation Index'}\n" ] } ], "source": [ "labels = ['Exponential(2)', 'Poisson(3)', 'Pareto(2,1)', 'RC(1/5/20)']\n", "dss = [ds_exp, ds_poi, ds_par, ds_rc]\n", "colours = ['#2196F3', '#E91E63', '#4CAF50', '#9C27B0']\n", "\n", "fig, axes = plt.subplots(1, 4, figsize=(14, 4), sharey=True)\n", "for ax, ds, lbl, col in zip(axes, dss, labels, colours):\n", " gaps = np.diff(ds.time)\n", " ax.hist(gaps, bins=30, color=col, alpha=0.7, edgecolor='none')\n", " ax.axvline(gaps.mean(), color='k', lw=1.2, ls='--',\n", " label=f'mean={gaps.mean():.2f}')\n", " ax.set_title(lbl, fontsize=9); ax.set_xlabel('Δt'); ax.legend(fontsize=7)\n", "axes[0].set_ylabel('count')\n", "fig.suptitle('Gap-size histograms for all four methods')\n", "plt.tight_layout(); plt.show()\n" ] }, { "cell_type": "markdown", "id": "compare-cap", "metadata": {}, "source": [ "**Figure.** Exponential: mode near zero, exponential decay. Poisson: symmetric\n", "around the mean. Pareto: heavy right tail. Random choice: discrete spikes at\n", "the specified values. Choose the distribution that matches your sampling process.\n" ] } ], "metadata": { "kernelspec": { "display_name": "pb_jpl_env", "language": "python", "name": "pb_jpl_env" }, "language_info": { "name": "python", "version": "3.11.0" } }, "nbformat": 4, "nbformat_minor": 5 }