Find favorable amsat pass between two locations.
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"%matplotlib inline\n",
"\n",
"from collections import namedtuple\n",
"from math import degrees\n",
"\n",
"import cartopy.crs as ccrs\n",
"import cartopy.feature as cfeature\n",
"import ephem\n",
"import matplotlib.pyplot as plt\n",
"\n",
"\n",
"philly = ephem.Observer()\n",
"philly.lon, philly.lat = '-75.16961', '39.92435'\n",
"\n",
"portland = ephem.Observer()\n",
"portland.lon, portland.lat = '-122.68092', '45.50901'\n",
"\n",
"fo_29 = ephem.readtle(\n",
" \"JAS-2 (FO-29)\",\n",
" \"1 24278U 96046B 19132.42991715 .00000011 00000-0 48833-4 0 9994\",\n",
" \"2 24278 98.5319 290.9039 0349934 336.8182 21.7496 13.53090691122769\",\n",
")\n",
"\n",
"lakes = cfeature.NaturalEarthFeature('physical', 'lakes', '50m', facecolor=\"none\")\n",
"countries = cfeature.NaturalEarthFeature('cultural', 'admin_0_countries', '50m', facecolor=\"none\")\n",
"states = cfeature.NaturalEarthFeature('cultural', 'admin_1_states_provinces_lines', '50m', facecolor=\"none\")"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"philly.date = '2019/5/12'\n",
"portland.date = '2019/5/12'\n",
"\n",
"def next_n_passses(location, sat, n):\n",
" passes = []\n",
" for i in range(n):\n",
" info = location.next_pass(sat)\n",
" passes.append((info[0], info[4], info[3]))\n",
" location.date = info[4] + 0.01\n",
" return passes\n",
"\n",
"philly_passes = next_n_passses(philly, fo_29, 20)\n",
"portland_passes = next_n_passses(portland, fo_29, 20)\n",
"\n",
"best_overlap = {\"score\": 10000}\n",
"for o_rise, o_set, o_max in philly_passes:\n",
" for t_rise, t_set, t_max in portland_passes:\n",
" if t_rise < o_set and t_set > o_rise:\n",
" score = abs(o_max - t_max)\n",
" if best_overlap[\"score\"] > score:\n",
" best_overlap = {\n",
" \"score\": score,\n",
" \"rise\": o_rise\n",
" }"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"Point = namedtuple('Point', 'lat lon t')\n",
"ground_track = Point([], [], 0)\n",
"for i in range(300):\n",
" t = best_overlap['rise'] - 0.01 + i/10000.0\n",
" fo_29.compute(t)\n",
" ground_track.lat.append(degrees(fo_29.sublat))\n",
" ground_track.lon.append(degrees(fo_29.sublong))\n",
"\n",
"def dt(t):\n",
" return t.datetime().strftime(\" %H:%M:%S\")\n",
"\n",
"begin = best_overlap['rise'] - 0.01\n",
"philly.date = begin\n",
"philly_pass = philly.next_pass(fo_29)\n",
"fo_29.compute(philly_pass[0])\n",
"philly_aos = Point(degrees(fo_29.sublat), degrees(fo_29.sublong), dt(philly_pass[0]))\n",
"\n",
"fo_29.compute(philly_pass[2])\n",
"philly_max = Point(degrees(fo_29.sublat), degrees(fo_29.sublong), dt(philly_pass[2]))\n",
"\n",
"fo_29.compute(philly_pass[4])\n",
"philly_los = Point(degrees(fo_29.sublat), degrees(fo_29.sublong), dt(philly_pass[4]))\n",
"\n",
"\n",
"portland.date = begin\n",
"portland_pass = portland.next_pass(fo_29)\n",
"fo_29.compute(portland_pass[0])\n",
"portland_aos = Point(degrees(fo_29.sublat), degrees(fo_29.sublong), dt(portland_pass[0]))\n",
"\n",
"fo_29.compute(portland_pass[2])\n",
"portland_max = Point(degrees(fo_29.sublat), degrees(fo_29.sublong), dt(portland_pass[2]))\n",
"\n",
"fo_29.compute(portland_pass[4])\n",
"portland_los = Point(degrees(fo_29.sublat), degrees(fo_29.sublong), dt(portland_pass[4]))"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 792x612 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"proj = ccrs.NearsidePerspective(\n",
" central_longitude=-95,\n",
" central_latitude=35,\n",
")\n",
"geodetic = ccrs.Geodetic()\n",
"\n",
"fig = plt.figure(figsize=(11, 8.5))\n",
"ax = fig.add_axes([0.1, 0.1, 0.9, 0.9], projection=proj)\n",
"ax.set_extent([-140, -50, 5, 85], ccrs.Geodetic())\n",
"\n",
"plt.title(\"FO-29 Pass {d}\".format(d=best_overlap['rise'].datetime().strftime(\"%b %d %Y %H:%M UTC\")), loc='left')\n",
"ax.coastlines(resolution='50m', color=\"grey\", linewidth=0.4, alpha=0.3)\n",
"ax.add_feature(lakes, edgecolor=\"grey\", linewidth=0.4, alpha=0.3)\n",
"ax.add_feature(states, edgecolor=\"grey\", linewidth=0.4, alpha=0.2, dashes='--')\n",
"ax.add_feature(countries, edgecolor=\"grey\", linewidth=0.4, alpha=0.3, dashes='--')\n",
"\n",
"\n",
"ax.plot(ground_track.lon, ground_track.lat, 'k', lw=1, alpha=1, transform=geodetic)\n",
"ax.plot([degrees(philly.lon), philly_aos.lon], [degrees(philly.lat), philly_aos.lat], 'k--', lw=0.5, transform=geodetic)\n",
"ax.plot([degrees(philly.lon), philly_max.lon], [degrees(philly.lat), philly_max.lat], transform=geodetic)\n",
"ax.plot([degrees(philly.lon), philly_los.lon], [degrees(philly.lat), philly_los.lat], 'k--', lw=0.5, transform=geodetic)\n",
"\n",
"ax.plot([degrees(portland.lon), portland_aos.lon], [degrees(portland.lat), portland_aos.lat], 'k--', lw=0.5, transform=geodetic)\n",
"ax.plot([degrees(portland.lon), portland_max.lon], [degrees(portland.lat), portland_max.lat], transform=geodetic)\n",
"ax.plot([degrees(portland.lon), portland_los.lon], [degrees(portland.lat), portland_los.lat], 'k--', lw=0.5, transform=geodetic)\n",
"\n",
"geodetic_transform = ccrs.Geodetic()._as_mpl_transform(ax)\n",
"ax.text(philly_aos.lon, philly_aos.lat, philly_aos.t + \" Philly AOS\", fontsize=8, horizontalalignment='left', transform=geodetic_transform)\n",
"ax.text(philly_max.lon, philly_max.lat, philly_max.t + \" Philly Max Alt\", fontsize=8, horizontalalignment='left', transform=geodetic_transform)\n",
"ax.text(philly_los.lon, philly_los.lat, philly_los.t + \" Philly LOS\", fontsize=8, horizontalalignment='left', transform=geodetic_transform)\n",
"\n",
"ax.text(portland_aos.lon, portland_aos.lat, \"Portland AOS\" + portland_aos.t, fontsize=8, horizontalalignment='right', transform=geodetic_transform)\n",
"ax.text(portland_max.lon, portland_max.lat, \"Portland Max Alt\" + portland_max.t, fontsize=8, horizontalalignment='right', transform=geodetic_transform)\n",
"ax.text(portland_los.lon, portland_los.lat, \"Portland LOS\" + portland_los.t, fontsize=8, horizontalalignment='right', transform=geodetic_transform)\n",
"\n",
"\n",
"plt.savefig(\"map.png\", dpi=190)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": []
}
],
"metadata": {
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