{ "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": 8, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/html": [ "
earth
\"earth
under
bad
over
" ], "text/plain": [ "" ] }, "execution_count": 8, "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": 9, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/html": [ "
earth
\"earth
under
bad
over
" ], "text/plain": [ "" ] }, "execution_count": 9, "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": 10, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/html": [ "
earth_r
\"earth_r
under
bad
over
" ], "text/plain": [ "" ] }, "execution_count": 10, "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": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 11, "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": 12, "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": 13, "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']\n" ] } ], "source": [ "print(cmaps.GMT.names)" ] }, { "cell_type": "code", "execution_count": 14, "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": 15, "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']\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cmap_list = [i for i in cmaps.SCM.names if not i.endswith(\"_r\")]\n", "plot_color_gradients(\"SCM\", cmap_list)\n", "print(cmap_list)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### GMT colormaps" ] }, { "cell_type": "code", "execution_count": 16, "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']\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cmap_list = [i for i in cmaps.GMT.names if not i.endswith(\"_r\")]\n", "plot_color_gradients(\"GMT\", cmap_list)\n", "print(cmap_list)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### cmocean colormaps" ] }, { "cell_type": "code", "execution_count": 17, "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']\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cmap_list = [i for i in cmaps.cmocean.names if not i.endswith(\"_r\")]\n", "plot_color_gradients(\"cmocean\", cmap_list)\n", "print(cmap_list)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### colorcet colormaps" ] }, { "cell_type": "code", "execution_count": 18, "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']\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cmap_list = [i for i in cmaps.colorcet.names if not i.endswith(\"_r\")]\n", "plot_color_gradients(\"colorcet\", cmap_list)\n", "print(cmap_list)" ] } ], "metadata": { "kernelspec": { "display_name": "geo", "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": "3.11.6" } }, "nbformat": 4, "nbformat_minor": 2 }