{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Colormap Reference\n", "\n", "FanInSAR provides four well-known colormap categories, including:\n", "\n", "- **SCM**: Scientific Colour Maps (SCM) is a set of perceptually uniform and color-vision deficiency friendly palettes designed for scientific visualization. These color maps ensure that visual errors are minimized, preventing distortion of underlying data and misleading the reader. (See [here](https://www.fabiocrameri.ch/colourmaps.php) for more information.)\n", "- **GMT**: Colormaps from the Generic Mapping Tools (GMT) software package. (See [here](https://docs.generic-mapping-tools.org/6.3/cookbook/cpts.html) for more information.)\n", "- **cmocean**: cmocean contains colormaps for commonly-used oceanographic variables. Most of the colormaps started from matplotlib colormaps, but have now been adjusted using the viscm tool to be perceptually uniform.(See [here](https://matplotlib.org/cmocean/) for more information.)\n", "- **colorcet**: A collection of perceptually accurate 256-color colormaps for use with Python plotting programs like Bokeh, Matplotlib, HoloViews, and Datashader. (See [here](https://colorcet.holoviz.org/) for more information.)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Usage" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In FanInSAR, the colormap can be accessed by attributes of ``faninsar.cmaps`` module. For example, to use the ``earth`` colormap of ``GMT``, you can use the following code:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/html": [ "
earth
\"earth
under
bad
over
" ], "text/plain": [ "" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from faninsar import cmaps\n", "\n", "cmaps.GMT.earth" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Or directly use the colormap name as the attribute of ``cmaps``" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/html": [ "
earth
\"earth
under
bad
over
" ], "text/plain": [ "" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cmaps.earth" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Like common colormaps, the colormaps in FanInSAR can be reversed by appending ``_r`` to the name of any built-in colormap. For example, to use the reversed ``earth`` colormap of ``GMT``, you can use the following code:" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/html": [ "
earth_r
\"earth_r
under
bad
over
" ], "text/plain": [ "" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cmaps.earth_r" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can use the colormap in FanInSAR as the same as the colormaps in Matplotlib. For example, to use the ``earth`` colormap of ``GMT`` in Matplotlib, you can use the following code:" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "np.random.seed(0)\n", "arr = np.random.rand(10, 10)\n", "plt.imshow(arr, cmap=cmaps.earth)\n", "plt.colorbar()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Colormap list\n", "\n", "The following table lists all the colormaps available in FanInSAR." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['RdGyBu', 'acton', 'bam', 'bamako', 'bamO', 'batlow', 'batlowK', 'batlowW', 'berlin', 'bilbao', 'broc', 'brocO', 'buda', 'bukavu', 'cork', 'corkO', 'davos', 'devon', 'fes', 'glasgow', 'grayC', 'hawaii', 'imola', 'lajolla', 'lapaz', 'lisbon', 'lipari', 'managua', 'navia', 'nuuk', 'oleron', 'oslo', 'roma', 'romaO', 'tofino', 'tokyo', 'turku', 'vanimo', 'vik', 'vikO', 'acton_r', 'bam_r', 'bamako_r', 'bamO_r', 'batlow_r', 'batlowK_r', 'batlowW_r', 'berlin_r', 'bilbao_r', 'broc_r', 'brocO_r', 'buda_r', 'bukavu_r', 'cork_r', 'corkO_r', 'davos_r', 'devon_r', 'fes_r', 'glasgow_r', 'grayC_r', 'hawaii_r', 'imola_r', 'lajolla_r', 'lapaz_r', 'lisbon_r', 'lipari_r', 'managua_r', 'navia_r', 'nuuk_r', 'oleron_r', 'oslo_r', 'roma_r', 'romaO_r', 'tofino_r', 'tokyo_r', 'turku_r', 'vanimo_r', 'vik_r', 'vikO_r', 'abyss', 'bathy', 'cool', 'copper', 'cubhelix', 'cyclic', 'dem1', 'dem2', 'dem3', 'dem4', 'drywet', 'earth', 'elevation', 'etopo1', 'geo', 'globe', 'gray', 'haxby', 'hot', 'inferno', 'jet', 'magma', 'nighttime', 'no_green', 'ocean', 'plasma', 'polar', 'rainbow', 'red2green', 'relief', 'seafloor', 'sealand', 'seis', 'split', 'srtm', 'terra', 'topo', 'turbo', 'viridis', 'world', 'wysiwyg', 'abyss_r', 'bathy_r', 'cool_r', 'copper_r', 'cubhelix_r', 'cyclic_r', 'dem1_r', 'dem2_r', 'dem3_r', 'dem4_r', 'drywet_r', 'earth_r', 'elevation_r', 'etopo1_r', 'geo_r', 'globe_r', 'gray_r', 'haxby_r', 'hot_r', 'inferno_r', 'jet_r', 'magma_r', 'nighttime_r', 'no_green_r', 'ocean_r', 'plasma_r', 'polar_r', 'rainbow_r', 'red2green_r', 'relief_r', 'seafloor_r', 'sealand_r', 'seis_r', 'split_r', 'srtm_r', 'terra_r', 'topo_r', 'turbo_r', 'viridis_r', 'world_r', 'wysiwyg_r', 'algae', 'amp', 'balance', 'curl', 'deep', 'delta', 'dense', 'diff', 'gray', 'haline', 'ice', 'matter', 'oxy', 'phase', 'rain', 'solar', 'speed', 'tarn', 'tempo', 'thermal', 'topo', 'turbid', 'algae_r', 'amp_r', 'balance_r', 'curl_r', 'deep_r', 'delta_r', 'dense_r', 'diff_r', 'gray_r', 'haline_r', 'ice_r', 'matter_r', 'oxy_r', 'phase_r', 'rain_r', 'solar_r', 'speed_r', 'tarn_r', 'tempo_r', 'thermal_r', 'topo_r', 'turbid_r', 'colorwheel', 'bkr', 'bky', 'bwy', 'cwr', 'coolwarm', 'gwv', 'bjy', 'isolum', 'bgy', 'bgyw', 'kbc', 'blues', 'bmw', 'bmy', 'kgy', 'gray', 'dimgray', 'fire', 'kb', 'kg', 'kr', 'rainbow', 'colorwheel_r', 'bkr_r', 'bky_r', 'bwy_r', 'cwr_r', 'coolwarm_r', 'gwv_r', 'bjy_r', 'isolum_r', 'bgy_r', 'bgyw_r', 'kbc_r', 'blues_r', 'bmw_r', 'bmy_r', 'kgy_r', 'gray_r', 'dimgray_r', 'fire_r', 'kb_r', 'kg_r', 'kr_r', 'rainbow_r']\n" ] } ], "source": [ "print(cmaps.names)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "or get a categories list by: " ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['abyss', 'bathy', 'cool', 'copper', 'cubhelix', 'cyclic', 'dem1', 'dem2', 'dem3', 'dem4', 'drywet', 'earth', 'elevation', 'etopo1', 'geo', 'globe', 'gray', 'haxby', 'hot', 'inferno', 'jet', 'magma', 'nighttime', 'no_green', 'ocean', 'plasma', 'polar', 'rainbow', 'red2green', 'relief', 'seafloor', 'sealand', 'seis', 'split', 'srtm', 'terra', 'topo', 'turbo', 'viridis', 'world', 'wysiwyg', 'abyss_r', 'bathy_r', 'cool_r', 'copper_r', 'cubhelix_r', 'cyclic_r', 'dem1_r', 'dem2_r', 'dem3_r', 'dem4_r', 'drywet_r', 'earth_r', 'elevation_r', 'etopo1_r', 'geo_r', 'globe_r', 'gray_r', 'haxby_r', 'hot_r', 'inferno_r', 'jet_r', 'magma_r', 'nighttime_r', 'no_green_r', 'ocean_r', 'plasma_r', 'polar_r', 'rainbow_r', 'red2green_r', 'relief_r', 'seafloor_r', 'sealand_r', 'seis_r', 'split_r', 'srtm_r', 'terra_r', 'topo_r', 'turbo_r', 'viridis_r', 'world_r', 'wysiwyg_r']\n" ] } ], "source": [ "print(cmaps.GMT.names)" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "gradient = np.linspace(0, 1, 256)\n", "gradient = np.vstack((gradient, gradient))\n", "\n", "\n", "def plot_color_gradients(cmap_category, cmap_list):\n", " # Create figure and adjust figure height to number of colormaps\n", " nrows = len(cmap_list)\n", " figh = 0.35 + 0.15 + (nrows + (nrows - 1) * 0.1) * 0.22\n", " fig, axs = plt.subplots(nrows=nrows, figsize=(6.4, figh))\n", " fig.subplots_adjust(top=1 - 0.35 / figh, bottom=0.15 / figh, left=0.2, right=0.99)\n", "\n", " axs[0].set_title(f\"{cmap_category} colormaps\", fontsize=14)\n", "\n", " for ax, cmap_name in zip(axs, cmap_list):\n", " ax.imshow(gradient, aspect=\"auto\", cmap=getattr(cmaps, cmap_name))\n", " ax.text(-0.01, 0.5, cmap_name, va=\"center\", ha=\"right\", fontsize=10, transform=ax.transAxes)\n", "\n", " # Turn off *all* ticks & spines, not just the ones with colormaps.\n", " for ax in axs:\n", " ax.set_axis_off()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### SCM colormaps" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['acton', 'bam', 'bamako', 'bamO', 'batlow', 'batlowK', 'batlowW', 'berlin', 'bilbao', 'broc', 'brocO', 'buda', 'bukavu', 'cork', 'corkO', 'davos', 'devon', 'fes', 'glasgow', 'grayC', 'hawaii', 'imola', 'lajolla', 'lapaz', 'lisbon', 'lipari', 'managua', 'navia', 'nuuk', 'oleron', 'oslo', 'roma', 'romaO', 'tofino', 'tokyo', 'turku', 'vanimo', 'vik', 'vikO', 'acton_r', 'bam_r', 'bamako_r', 'bamO_r', 'batlow_r', 'batlowK_r', 'batlowW_r', 'berlin_r', 'bilbao_r', 'broc_r', 'brocO_r', 'buda_r', 'bukavu_r', 'cork_r', 'corkO_r', 'davos_r', 'devon_r', 'fes_r', 'glasgow_r', 'grayC_r', 'hawaii_r', 'imola_r', 'lajolla_r', 'lapaz_r', 'lisbon_r', 'lipari_r', 'managua_r', 'navia_r', 'nuuk_r', 'oleron_r', 'oslo_r', 'roma_r', 'romaO_r', 'tofino_r', 'tokyo_r', 'turku_r', 'vanimo_r', 'vik_r', 'vikO_r']\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_color_gradients(\"SCM\", cmaps.SCM.names)\n", "print(cmaps.SCM.names)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### GMT colormaps" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['abyss', 'bathy', 'cool', 'copper', 'cubhelix', 'cyclic', 'dem1', 'dem2', 'dem3', 'dem4', 'drywet', 'earth', 'elevation', 'etopo1', 'geo', 'globe', 'gray', 'haxby', 'hot', 'inferno', 'jet', 'magma', 'nighttime', 'no_green', 'ocean', 'plasma', 'polar', 'rainbow', 'red2green', 'relief', 'seafloor', 'sealand', 'seis', 'split', 'srtm', 'terra', 'topo', 'turbo', 'viridis', 'world', 'wysiwyg', 'abyss_r', 'bathy_r', 'cool_r', 'copper_r', 'cubhelix_r', 'cyclic_r', 'dem1_r', 'dem2_r', 'dem3_r', 'dem4_r', 'drywet_r', 'earth_r', 'elevation_r', 'etopo1_r', 'geo_r', 'globe_r', 'gray_r', 'haxby_r', 'hot_r', 'inferno_r', 'jet_r', 'magma_r', 'nighttime_r', 'no_green_r', 'ocean_r', 'plasma_r', 'polar_r', 'rainbow_r', 'red2green_r', 'relief_r', 'seafloor_r', 'sealand_r', 'seis_r', 'split_r', 'srtm_r', 'terra_r', 'topo_r', 'turbo_r', 'viridis_r', 'world_r', 'wysiwyg_r']\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_color_gradients(\"GMT\", cmaps.GMT.names)\n", "print(cmaps.GMT.names)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### cmocean colormaps" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['algae', 'amp', 'balance', 'curl', 'deep', 'delta', 'dense', 'diff', 'gray', 'haline', 'ice', 'matter', 'oxy', 'phase', 'rain', 'solar', 'speed', 'tarn', 'tempo', 'thermal', 'topo', 'turbid', 'algae_r', 'amp_r', 'balance_r', 'curl_r', 'deep_r', 'delta_r', 'dense_r', 'diff_r', 'gray_r', 'haline_r', 'ice_r', 'matter_r', 'oxy_r', 'phase_r', 'rain_r', 'solar_r', 'speed_r', 'tarn_r', 'tempo_r', 'thermal_r', 'topo_r', 'turbid_r']\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_color_gradients(\"cmocean\", cmaps.cmocean.names)\n", "print(cmaps.cmocean.names)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### colorcet colormaps" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['colorwheel', 'bkr', 'bky', 'bwy', 'cwr', 'coolwarm', 'gwv', 'bjy', 'isolum', 'bgy', 'bgyw', 'kbc', 'blues', 'bmw', 'bmy', 'kgy', 'gray', 'dimgray', 'fire', 'kb', 'kg', 'kr', 'rainbow', 'colorwheel_r', 'bkr_r', 'bky_r', 'bwy_r', 'cwr_r', 'coolwarm_r', 'gwv_r', 'bjy_r', 'isolum_r', 'bgy_r', 'bgyw_r', 'kbc_r', 'blues_r', 'bmw_r', 'bmy_r', 'kgy_r', 'gray_r', 'dimgray_r', 'fire_r', 'kb_r', 'kg_r', 'kr_r', 'rainbow_r']\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_color_gradients(\"colorcet\", cmaps.colorcet.names)\n", "print(cmaps.colorcet.names)" ] } ], "metadata": { "kernelspec": { "display_name": "base", "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": "3.11.9" } }, "nbformat": 4, "nbformat_minor": 2 }