{ "cells": [ { "cell_type": "markdown", "metadata": { "pycharm": { "name": "#%% md\n" } }, "source": [ "# Calibrating GPs using ABC" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import warnings\n", "warnings.filterwarnings('ignore') # Ignore all the iris warnings..." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import cis\n", "import iris\n", "\n", "from utils import get_aeronet_data, get_bc_ppe_data\n", "\n", "from esem.utils import validation_plot, plot_parameter_space, get_random_params, ensemble_collocate\n", "from esem import gp_model\n", "from esem.abc_sampler import ABCSampler, constrain\n", "\n", "import iris.quickplot as qplt\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Read in the parameters and observables" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Ungridded data: Absorption_AOD440nm / (1) \n", " Shape = (10098,)\n", "\n", " Total number of points = 10098\n", " Number of non-masked points = 10098\n", " Long name = Absorption_AOD440nm\n", " Standard name = None\n", " Units = 1\n", " Missing value = -999.0\n", " Range = (5.1e-05, 0.47236)\n", " History = \n", " Coordinates: \n", " longitude\n", " Long name = \n", " Standard name = longitude\n", " Units = degrees_east\n", " Missing value = None\n", " Range = (-155.576755, 141.3407)\n", " History = \n", " latitude\n", " Long name = \n", " Standard name = latitude\n", " Units = degrees_north\n", " Missing value = None\n", " Range = (-35.495807, 79.990278)\n", " History = \n", " time\n", " Long name = \n", " Standard name = time\n", " Units = days since 1600-01-01 00:00:00\n", " Missing value = None\n", " Range = (cftime.DatetimeGregorian(2017, 1, 1, 12, 0, 0, 0, has_year_zero=False), cftime.DatetimeGregorian(2018, 1, 2, 12, 0, 0, 0, has_year_zero=False))\n", " History = \n", "\n" ] } ], "source": [ "aaod = get_aeronet_data()\n", "print(aaod)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# Read in the PPE parameters, AAOD and DRE\n", "ppe_params, ppe_aaod, ppe_dre = get_bc_ppe_data(dre=True)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING:root:Creating guessed bounds as none exist in file\n", "WARNING:root:Creating guessed bounds as none exist in file\n", "WARNING:root:Creating guessed bounds as none exist in file\n", "WARNING:root:Creating guessed bounds as none exist in file\n" ] } ], "source": [ "# Take the annual mean of the DRE\n", "ppe_dre, = ppe_dre.collapsed('time', iris.analysis.MEAN)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Collocate the model on to the observations" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "col_ppe_aaod = ensemble_collocate(ppe_aaod, aaod)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "n_test = 8\n", "\n", "X_test, X_train = ppe_params[:n_test], ppe_params[n_test:]\n", "Y_test, Y_train = col_ppe_aaod[:n_test], col_ppe_aaod[n_test:]" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", " \n", "\n", "\n", "\n", "\n", " \n", "\n", "\n", "\n", "\n", " \n", " \n", " \n", " \n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", " \n", " \n", " \n", "\n", "\n", " \n", " \n", " \n", "\n", "
Absorption Optical Thickness - Total 550Nm (1)jobobs
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\n", " " ], "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Y_train" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup and run the models" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Explore different model choices" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Mean R^2: 1.00\n", "Mean proportion within 95% CI: 1.00\n", "Mean R^2: 0.99\n", "Mean proportion within 95% CI: 0.94\n" ] } ], "source": [ "from esem.utils import leave_one_out, prediction_within_ci\n", "from scipy import stats\n", "import numpy as np\n", "\n", "from esem.data_processors import Log\n", "res_l = leave_one_out(X_train, Y_train, model='GaussianProcess', data_processors=[Log(constant=0.1)], kernel=['Linear', 'Exponential', 'Bias'])\n", "r2_values_l = [stats.linregress(x.data.compressed(), y.data[:, ~x.data.mask].flatten())[2]**2 for x,y,_ in res_l]\n", "ci95_values_l = [prediction_within_ci(x.data.flatten(), y.data.flatten(), v.data.flatten())[2].sum()/x.data.count() for x,y,v in res_l]\n", "print(\"Mean R^2: {:.2f}\".format(np.asarray(r2_values_l).mean()))\n", "print(\"Mean proportion within 95% CI: {:.2f}\".format(np.asarray(ci95_values_l).mean()))\n", "\n", "res = leave_one_out(X_train, Y_train, model='GaussianProcess', kernel=['Linear', 'Bias'])\n", "r2_values = [stats.linregress(x.data.flatten(), y.data.flatten())[2]**2 for x,y,v in res]\n", "ci95_values = [prediction_within_ci(x.data.flatten(), y.data.flatten(), v.data.flatten())[2].sum()/x.data.count() for x,y,v in res]\n", "print(\"Mean R^2: {:.2f}\".format(np.asarray(r2_values).mean()))\n", "print(\"Mean proportion within 95% CI: {:.2f}\".format(np.asarray(ci95_values).mean()))\n", "\n", "# Note that while the Log pre-processing leads to slightly better R^2, the model is under-confident and\n", "# has too large uncertainties which would adversley effec our implausibility metric." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Build final model" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "model = gp_model(X_train, Y_train, kernel=['Linear', 'Bias'])" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "scrolled": true }, "outputs": [], "source": [ "model.train()" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "m, v = model.predict(X_test.values)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Proportion of 'Bad' estimates : 5.52%\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "validation_plot(Y_test.data.flatten(), m.data.flatten(), v.data.flatten(),\n", " minx=0, maxx=0.1, miny=0., maxy=0.1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sample and constrain the models\n", "\n", "Emulating 1e6 sample points directly would require 673 Gb of memory so we can either run 1e6 samples for each point, or run the constraint everywhere, but in batches. Here we do the latter, optioanlly on the GPU, using the 'naive' algorithm for calculating the running mean and variance of the various properties. \n", "\n", "The rejection sampling happens in a similar manner so that only as much memory as is used for one batch is ever used." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "# In this case \n", "sample_points = pd.DataFrame(data=get_random_params(3, int(1e6)), columns=X_train.columns)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Note that smoothing the parameter distribution can be slow for large numbers of points\n", "plot_parameter_space(sample_points, fig_size=(3,6), smooth=False)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "# Setup the sampler to compare against our AeroNet data\n", "sampler = ABCSampler(model, aaod, obs_uncertainty=0.5, repres_uncertainty=0.5)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "6bd9eba5f7eb4a8da2a8f5aef49006c2", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/10000 [00:00" ] }, { "data": { "text/plain": [ "[Text(0.5, 0, 'Implausibility')]" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Calculate the implausibilty for each sample against each observation - note this can be very large so we only sample a fraction!\n", "implaus = sampler.get_implausibility(sample_points[::100], batch_size=1000)\n", "\n", "# The implausibility distributions for different observations can be very different.\n", "_ = plt.hist(implaus.data[:, 1400])\n", "_ = plt.hist(implaus.data[:, 14])\n", "plt.gca().set(xlabel='Implausibility')" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "0196b402f75a4394aaf09b9daaca6945", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/1000000 [00:00Remaining points: 729474\n" ] } ], "source": [ "# Find the valid samples in our full 1million samples by comparing against a given tolerance and threshold\n", "valid_samples = sampler.batch_constrain(sample_points, batch_size=10000, tolerance=.1)\n", "print(\"Remaining points: {}\".format(valid_samples.sum()))" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Plot the reduced parameter distribution\n", "constrained_sample = sample_points[valid_samples]\n", "plot_parameter_space(constrained_sample, fig_size=(3,6))" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# We can also easily plot the joint distributions\n", "# Only plot every one in 100 points as scatter plots with large numbers of points are slow...\n", "import matplotlib\n", "\n", "# Mimic Seaborn scaling without requiring the whole package\n", "scale = 1.5\n", "matplotlib.rcParams['font.size'] = 12 * scale\n", "matplotlib.rcParams['axes.labelsize'] = 12 * scale\n", "matplotlib.rcParams['axes.titlesize'] = 12 * scale\n", "matplotlib.rcParams['xtick.labelsize'] = 11 * scale\n", "matplotlib.rcParams['ytick.labelsize'] = 11 * scale\n", "matplotlib.rcParams['lines.linewidth'] = 1.5 * scale\n", "matplotlib.rcParams['lines.markersize'] = 6 * scale\n", "# \n", "\n", "m, _ = model.predict(constrained_sample[::100].values)\n", "Zs = m.data\n", "# Plot the emulated AAOD value (averaged over observation locations) for each point\n", "grr = pd.plotting.scatter_matrix(constrained_sample[::100], c=Zs.mean(axis=1), figsize=(12, 10), marker='o',\n", " hist_kwds={'bins': 20,}, s=20, alpha=.8, vmin=1e-3, vmax=1e-2, range_padding=0.,\n", " density_kwds={'range': [[0., 1.], [0., 1.]], 'colormap':'viridis'},\n", " )\n", "\n", "# Matplotlib dragons...\n", "grr[0][0].set_yticklabels([0.2, 0.4, 0.6, 0.8], fontsize=12 * scale)\n", "for i in range(2):\n", " grr[i+1][0].set_yticklabels([0.0, 0.2, 0.4, 0.6, 0.8], fontsize=12 * scale)\n", "for i in range(3):\n", " grr[2][i].set_xticks([0.0, 0.2, 0.4, 0.6, 0.8])\n", " grr[2][i].set_xticklabels([0.0, 0.2, 0.4, 0.6, 0.8], fontsize=12 * scale)\n", "\n", "plt.colorbar(grr[0][1].collections[0], ax=grr, use_gridspec=True, label='AAOD (1)')\n", "\n", "plt.savefig('BCPPE_constrained_params_paper.png', transparent=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Explore the uncertainty in Direct Radiative Effect of Aerosol in constrianed sample-space" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "dre_test, dre_train = ppe_dre[:n_test], ppe_dre[n_test:]\n", "\n", "ari_model = gp_model(X_train, dre_train, name=\"ARI\", kernel=['Linear', 'Bias'])\n", "ari_model.train()" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "d53739ca6eef4747a42b90828e1e436a", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/1000000 [00:00" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "cf830be9ee9f4dcf85b7fc2f164126a1", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/729474 [00:00" ] } ], "source": [ "# Calculate the mean and std-dev DRE over each set of sample points\n", "\n", "unconstrained_mean_ari, unconstrained_sd_ari = ari_model.batch_stats(sample_points, batch_size=10000)\n", "constrained_mean_ari, constrained_sd_ari = ari_model.batch_stats(constrained_sample, batch_size=10000)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# The original (unconstrained DRE)\n", "qplt.pcolormesh(unconstrained_sd_ari, vmin=0., vmax=1)\n", "plt.gca().coastlines()" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# The constrained DRE\n", "qplt.pcolormesh(constrained_sd_ari, vmin=0., vmax=1)\n", "plt.gca().coastlines()" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# The change in spread after the constraint is applied\n", "qplt.pcolormesh((constrained_sd_ari-unconstrained_sd_ari), cmap='RdBu_r', vmin=-5e-1, vmax=5e-1)\n", "plt.gca().coastlines()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:climatebench]", "language": "python", "name": "conda-env-climatebench-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.6" } }, "nbformat": 4, "nbformat_minor": 4 }