{ "cells": [ { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "#calculate change rate\n", "from apexpy import Apex\n", "from numpy import empty, sqrt, arccos, cos, sin\n", "from math import pi\n", "\n", "def geo2qd(time, lats, lons, height=0):\n", " apex = Apex(time)\n", " return apex.geo2qd(lats, lons, height)\n", "\n", "def ll2xyz(lats, lons):\n", " deg2rad = pi/180.\n", " lats = deg2rad * lats\n", " lons = deg2rad * lons\n", " cos_lons = cos(lons)\n", " return (\n", " cos(lats)*cos_lons,\n", " sin(lats)*cos_lons,\n", " sin(lons), \n", " )\n", "\n", "def distance_sph(lats0, lons0, lats1, lons1):\n", " x0, y0, z0 = ll2xyz(lats0, lons0)\n", " x1, y1, z1 = ll2xyz(lats1, lons1)\n", " return arccos(x0*x1 + y0*y1 + z0*z1) * (180/pi)\n", " \n", "def distance_cart(lats0, lons0, lats1, lons1):\n", " return sqrt((lats1 - lats0)**2 + (lons1 - lons0)**2)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "scrolled": true }, "outputs": [], "source": [ "from datetime import datetime\n", "from numpy import meshgrid, linspace\n", "\n", "# spherical GEO coordinates - longitude [deg], latitude [deg]\n", "#lat_step, lon_step = .1, .1 # deg\n", "lat_step, lon_step = 0.5, 0.5 # deg\n", "eps = 1e-3 \n", "lons2d, lats2d = meshgrid(\n", " linspace(-180, 180, 1 + int(360./lon_step)),\n", " linspace(-90 + eps, 90 - eps, 1 + int(180./lat_step))\n", ")\n", "\n", "time = 2018.0 # decimal year\n", "height = 450 # km\n", "\n", "qdlats0, qdlons0 = geo2qd(time, lats2d, lons2d, height=0)\n", "qdlats1, qdlons1 = geo2qd(time, lats2d, lons2d, height=height)\n", "\n", "change2d = distance_sph(qdlats0, qdlons0, qdlats1, qdlons1)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from matplotlib import pyplot as plt\n", "from matplotlib import colors\n", "from mpl_toolkits.basemap import Basemap\n", "\n", "fig=plt.figure(figsize=(16, 10), dpi=100, facecolor='w', edgecolor='k')\n", "\n", "\n", "def decorate_map(map):\n", " map.drawcoastlines(color='k')\n", "\n", "def plot_data(map, lats, lons, data, **opts):\n", " #obj = map.pcolor(lons, lats, data, latlon=True, **opts)\n", " obj = map.contourf(\n", " lons, lats, data,\n", " norm=colors.LogNorm(),\n", " cmap='jet',\n", " levels=[0.001, 0.0031623, 0.01, 0.031623, 0.1, 0.31623, 1.0, 3.1623, 10., 31.623, 100],\n", " latlon=True,\n", " **opts\n", " )\n", " cbar = plt.colorbar(obj, orientation=\"horizontal\")\n", " cbar.ax.set_xlabel(\"deg.\")\n", "\n", "#def plot_data2(map, lats, lons, data, **opts):\n", "# obj = map.pcolor(\n", "# lons, lats, data, latlon=True,\n", "# vmin=0.001, vmax=100., norm=colors.LogNorm(),\n", "# **opts\n", "# )\n", "# cbar = plt.colorbar(obj, orientation=\"horizontal\")\n", "# cbar.ax.set_xlabel(\"deg.\")\n", "\n", "plt.suptitle(\"Difference of ground quasi-dipole coordinates between ground and 450km altitude on 2018-01-01.\")\n", "\n", "\n", "plt.subplot(121)\n", "map = Basemap(projection='ortho', lon_0=0, lat_0=90)\n", "decorate_map(map)\n", "plot_data(map, lats2d, lons2d, change2d)\n", "\n", "plt.subplot(122)\n", "map = Basemap(projection='ortho', lon_0=0, lat_0=-90)\n", "decorate_map(map)\n", "plot_data(map, lats2d, lons2d, change2d)\n", "\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "Pyhton 2.7 (virtenv/local)", "language": "python", "name": "virtenv_python27" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.5" } }, "nbformat": 4, "nbformat_minor": 2 }