{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Example using quiver in cartopy\n", "\n", "Quiver plots (plotting vector field) doesn't currently work in cartopy if the vector field is specified in geodetic or geocentric coordinates. Here is an example demonstrating a fix. There's an open issue on cartopy's github page, so hopefully it will be fixed: https://github.com/SciTools/cartopy/issues/1179\n", "\n", "Specifically, the quiver function works if the vector field is specified in PlateCarree projection. Usually our vector fields are given in geodetic or geocentric. The fix is to convert from geocentric to PlateCarree before plotting. Here is a function that does the conversion:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "\n", "def Geocentric_to_PlateCarree_vector_components(east, north, latitude):\n", " \"\"\" convert east north vector components to Plate Carree projection \n", "\n", " parameters\n", " ----------\n", " east: array-like\n", " eastward components\n", " north: array-like\n", " westward components\n", " latitude: array-like\n", " latitude of each vector\n", "\n", " returns\n", " -------\n", " east, north in Plate Carree projection\n", " Preserveres shape and norm\n", "\n", " \"\"\"\n", " magnitude = np.sqrt(east**2 + north**2)\n", "\n", " east_pc = east / np.cos(latitude * np.pi / 180)\n", "\n", " magnitude_pc = np.sqrt(east_pc**2 + north**2)\n", "\n", " east_pc = east_pc * magnitude / magnitude_pc\n", " north_pc = north * magnitude / magnitude_pc\n", "\n", " return east_pc, north_pc\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now use this function to plot a vector field:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", "import cartopy.crs as ccrs\n", "import cartopy.feature as cfeature\n", "\n", "RES = 50 # grid resolution (number of points in east/north directions)\n", "\n", "glat0, glon0 = 60.38, 5.34 # my vector field will circle this point\n", "\n", "# set up map and create grid at which to define the vectors:\n", "############################################################\n", "extent = [-5, 20, 48, 75]\n", "central_longitude = 0\n", "central_latitude = (extent[-1] - extent[-2]) / 2 + extent[-2]\n", "proj = ccrs.LambertAzimuthalEqualArea(central_latitude = central_latitude, central_longitude = central_longitude)\n", "\n", "fig = plt.figure(figsize = (18, 12))\n", "ax_wrong = fig.add_subplot(121, projection = proj)\n", "ax_correct = fig.add_subplot(122, projection = proj)\n", "\n", "land = cfeature.NaturalEarthFeature('physical', 'land', '10m',\n", " edgecolor='face',\n", " facecolor='lightgreen')\n", "\n", "for ax in [ax_wrong, ax_correct]:\n", " ax.add_feature(land, zorder=0)\n", " ax.gridlines()\n", " ax.set_extent(extent)\n", " ax.scatter(glon0, glat0, transform = ccrs.Geodetic(), c = 'red', marker = 'o', zorder = 5)\n", "\n", "# use the map projection to create a grid, and calcualte the lat/lon of the grid points:\n", "x, y = np.meshgrid( np.linspace(*(ax.get_xlim() + (RES,))), \n", " np.linspace(*(ax.get_ylim() + (RES,))))\n", "\n", "lon, lat, _ = ccrs.Geodetic().transform_points(ax.projection, x.flatten(), y.flatten()).T\n", "\n", "\n", "# set up the vector field: Unit vectors circling (glat0, glon0):\n", "################################################################\n", "lat = lat.flatten()[:, np.newaxis] # reshape to use broadcasting later\n", "lon = lon.flatten()[:, np.newaxis]\n", "\n", "d2r = np.pi/180\n", "# ECEF position vectors of grid points - should be N by 3, where N is number of grid points\n", "ecef_r_grid = np.hstack(( np.cos(lat * d2r) * np.cos(lon * d2r), np.cos(lat * d2r) * np.sin(lon * d2r), np.sin(lat * d2r) ))\n", " \n", "# position vector for origin point:\n", "ecef_r0 = np.hstack(( np.cos(glat0 * d2r) * np.cos(glon0 * d2r), np.cos(glat0 * d2r) * np.sin(glon0 * d2r), np.sin(glat0 * d2r) )).reshape((1, 3))\n", "\n", "# unit vector pointing from origin point to grid points: - (N, 3) \n", "ecef_t = ecef_r0[np.newaxis, :, :] - ecef_r_grid[:, np.newaxis, :] # difference vector - not tangential yet\n", "ecef_t = ecef_t - np.einsum('ijk,ik->ij', ecef_t, ecef_r_grid)[:, :, np.newaxis] * ecef_r_grid[:, np.newaxis, :] # subtract radial part of the vector to make it tangential\n", "ecef_t = ecef_t/np.linalg.norm(ecef_t, axis = 2)[:, :, np.newaxis] # normalize the result\n", " \n", "# make N rotation matrices to rotate ecef_t to enu_t - one rotation matrix per SECC:\n", "R = np.hstack( (np.dstack((-np.sin(lon * d2r) , np.cos(lon * d2r) , np.zeros_like(lat) )),\n", " np.dstack((-np.cos(lon * d2r) * np.sin(lat * d2r), -np.sin(lon * d2r) * np.sin(lat * d2r), np.cos(lat * d2r) )),\n", " np.dstack(( np.cos(lon * d2r) * np.cos(lat * d2r), np.sin(lon * d2r) * np.cos(lat * d2r), np.sin(lat * d2r) ))) )\n", "\n", "# apply rotation matrices to make enu vectors pointing from grid points to origin:\n", "enu_t = np.einsum('lij, lkj->lki', R, ecef_t)[:, :, :-1].squeeze() # remove last component (up), which should deviate from zero only by machine precicion\n", "\n", "# the eastward vector is just a simple rotation:\n", "vectorfield = np.vstack((enu_t[:, 1], -enu_t[:, 0]))\n", "\n", "\n", "# plot the vectorfield:\n", "#######################\n", "\n", "# pretend the vector field is specified in PlateCarree projection (which is implemented in cartopy) and see what happens:\n", "ax_wrong.quiver(lon.flatten(), lat.flatten(), vectorfield[0], vectorfield[1], transform = ccrs.PlateCarree(), scale = 50, regrid_shape = (40, 30))\n", "ax_wrong.set_title('Wrong')\n", "\n", "# convert vector field to PlateCarree projection, and then plot:\n", "ve_pc, vn_pc = Geocentric_to_PlateCarree_vector_components(vectorfield[0], vectorfield[1], lat.flatten())\n", "ax_correct.quiver(lon.flatten(), lat.flatten(), ve_pc, vn_pc, transform = ccrs.PlateCarree(), scale = 50, regrid_shape = (40, 30))\n", "ax_correct.set_title('Correct')\n", "\n", "plt.show()\n", "\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Example of horizontal magnetic field disturbances from Swarm measurements" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "[1/1] Processing: 100%|██████████| [ Elapsed: 00:01, Remaining: 00:00 ]\n", " Downloading: 100%|██████████| [ Elapsed: 00:00, Remaining: 00:00 ] (0.054MB)\n" ] } ], "source": [ "import viresclient\n", "\n", "from datetime import datetime as dt\n", "\n", "data = ['B_NEC']\n", "models = [\"'CHAOS-full' = 'CHAOS-Core' + 'CHAOS-Static' + 'CHAOS-MMA-Primary' + 'CHAOS-MMA-Secondary'\"]\n", "\n", "request = viresclient.SwarmRequest()\n", "request.set_collection('SW_OPER_MAGA_LR_1B')\n", "request.set_products(measurements = data, models = models, residuals = True, sampling_step=\"PT10S\")\n", "\n", "data = request.get_between(\n", " start_time=dt(2015, 3, 18, 0, 20),\n", " end_time=dt(2015, 3, 18, 0, 45))\n", "\n", "data = data.as_xarray()\n" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 44, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# set up map:\n", "#############\n", "proj = ccrs.SouthPolarStereo(central_longitude=0.0, globe=None)\n", "fig = plt.figure(figsize = (12, 12))\n", "ax = fig.add_subplot(111, projection = proj)\n", "\n", "land = cfeature.NaturalEarthFeature('physical', 'land', '10m',\n", " edgecolor='face',\n", " facecolor='lightgrey')\n", "\n", "ax.add_feature(land, zorder=0)\n", "ax.gridlines()\n", "ax.set_extent((-2500000, 2500000, -2500000, 2500000), crs=ccrs.SouthPolarStereo()) # give extent in projected coordinates since lon/lat doesnt work with this projection\n", "ax.scatter(glon0, glat0, transform = ccrs.Geodetic(), c = 'red', marker = 'o', zorder = 5)\n", "\n", "\n", "# plot the orbit and horizontal perturbations\n", "#############################################\n", "\n", "ax.plot(data['Longitude'], data['Latitude'], transform = ccrs.Geodetic(), color = 'black', linewidth = 2)\n", "\n", "# Use the conversion trick in order to use quiver correctly with cartopy:\n", "Be_pc, Bn_pc = Geocentric_to_PlateCarree_vector_components(data['B_NEC_res_CHAOS-full'].T[1].values, data['B_NEC_res_CHAOS-full'].T[0].values, data['Latitude'].values)\n", "ax.quiver(data['Longitude'].values, data['Latitude'].values, Be_pc, Bn_pc, transform = ccrs.PlateCarree(), scale = 2000, label = 'Correct')\n", "\n", "# without the correction:\n", "ax.quiver(data['Longitude'].values, data['Latitude'].values, data['B_NEC_res_CHAOS-full'].T[1].values, data['B_NEC_res_CHAOS-full'].T[0].values, transform = ccrs.PlateCarree(), scale = 2000, alpha = .3, color = 'C1', label = 'Wrong')\n", "\n", "ax.legend(frameon = False)\n", "\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.7.6" } }, "nbformat": 4, "nbformat_minor": 4 }