{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# Plot Function" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## get_levels\n", "\n", "get levels of data\n", "\n", "### Parameter \n", "+ data (np.ndarray): data need to get levels\n", "+ percentile (int,default=98%): max value or min value percentile\n", "+ num_level (int, default=13): colorbar levels\n", "+ zero_sym (bool, default=True): levels is zero symmetric or not\n", "\n", "### Returns:\n", "+ np.ndarray: levels for contourf or contourf\n", "\n", "### Example" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([-2.97376192e+01, -2.47813493e+01, -1.98250795e+01, -1.48688096e+01,\n", " -9.91253974e+00, -4.95626987e+00, 3.55271368e-15, 4.95626987e+00,\n", " 9.91253974e+00, 1.48688096e+01, 1.98250795e+01, 2.47813493e+01,\n", " 2.97376192e+01])" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import sacpy as scp\n", "import sacpy.Map\n", "\n", "sacpy.Map.get_levels(scp.load_sst()['sst'][0])" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## GeoAxesSubplot.scontourf\n", "\n", "contourf function for Cartopy.GeoAxesSubplot\n", "\n", "### parameter\n", "+ the same parameter for plt.contourf\n", "+ automatically choose the levels (use `get_levels`)\n", "+ no need for \"transform\"\n", "+ default cmap is \"RdBu_r\"\n", "\n", "### Returns:\n", "+ mpl.contour.QuadContourSet" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## GeoAxesSubplot.scontour\n", "\n", "contour function for Cartopy.GeoAxesSubplot\n", "\n", "### parameter\n", "+ the same parameter for plt.contour\n", "+ automatically choose the levels (use `get_levels`)\n", "+ no need for \"transform\"\n", "\n", "### Returns:\n", "+ mpl.contour.QuadContourSet" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## GeoAxesSubplot.sig_plot\n", "\n", "Significance test dot\n", "\n", "### Parameter:\n", "+ x (np.ndarray or xr.Dataarray): x\n", "+ y (np.ndarray or xr.Dataarray): y\n", "+ pvalue (np.ndarray): p value\n", "+ thrshd (float, optional): threshold of pvalue. Defaults to 0.05.\n", "+ marker (str, optional): mark of Significance test dot. Defaults to \"..\".\n", "\n", "### Returns:\n", "+ mpl.contour.QuadContourSet\n" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## GeoAxesSubplot.spcolormesh\n", "\n", "pcolormesh function for Cartopy.GeoAxesSubplot\n", "\n", "### parameter\n", "+ the same parameter for plt.pcolormesh\n", "+ automatically choose the levels (use `get_levels`)\n", "+ no need for \"transform\"\n", "+ default cmap is \"RdBu_r\"\n" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## GeoAxesSubplot.squive\n", "\n", "pcolormesh function for Cartopy.GeoAxesSubplot\n", "\n", "### parameter\n", "+ the same parameter for plt.pcolormesh\n", "+ stepx: Number of intervals in x direction\n", "+ stepy: Number of intervals in y direction\n", "+ no need for \"transform\"" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## GeoAxesSubplot.draw_ticks\n", "\n", "draw map ticks\n", "\n", "### Parameter:\n", "\n", "+ extend (list): extend of map [x1, x2, y1, y2]\n", "+ stepx (int, optional): big x step. Defaults to 30.\n", "+ stepy (int, optional): big y step. Defaults to 10.\n", "+ smallx (int, optional): x small step. Defaults to 5.\n", "+ smally (int, optional): y small step. Defaults to 5.\n", "+ bigx/bigy (int, optional): Resolution in X and Y directions" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## GeoAxesSubplot.init_map\n", "\n", "plot the coastlines of the map and draw longitude and latitude ticks\n", "\n", "### Parameter\n", "+ same_size: if True, use ax.set_aspect(\"auto)\n", "+ *kwargs for draw_ticks" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## xr.Dataarray.splot\n", "\n", "2-D plot.contourf for xr.Dataarray\n", "\n", "### Parameter\n", "+ ax\n", "+ label\n", "+ kw1: for scontourf\n", "+ kw2: for init_map()\n", "\n", "### Return\n", "+ mpl.contour.QuadContourSet\n", "+ ax" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot Example" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import sacpy.Map\n", "import sacpy as scp\n", "\n", "sst = scp.load_sst()['sst'].mean(\"time\").loc[-20:30,150:275]\n", "m,ax = sst.splot()\n", "ax.scontour(m,colors=\"white\")\n", "u,v = scp.load_10mwind()['u'].mean(\"time\"),scp.load_10mwind()['v'].mean(\"time\")\n", "ax.squiver(u.lon,v.lat,u,v,stepx=2,stepy=1)" ] } ], "metadata": { "kernelspec": { "display_name": "sacpy", "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": "3.8.16" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }