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Created December 22, 2019 14:20
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projects/astropy-all/astropy-notebooks/Untitled2.ipynb
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{
"cells": [
{
"metadata": {},
"cell_type": "markdown",
"source": "http://docs.astropy.org/en/latest/api/astropy.coordinates.get_sun.html#astropy.coordinates.get_sun"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "from datetime import datetime\n\nfrom astropy.time import Time\nimport astropy.coordinates as coord\nfrom astropy.io import ascii\nimport astropy.units as u\nimport matplotlib as mpl\nimport matplotlib.pyplot as plt\n%matplotlib inline\nimport numpy as np",
"execution_count": 1,
"outputs": []
},
{
"metadata": {},
"cell_type": "markdown",
"source": "Time grid:"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "tz = -7 * u.hour\nstart_date = Time('2020-01-01')\nend_date = Time('2020-01-06')\ninterval = 10 * u.minute\n\ntimes = Time(np.arange(start_date.jd, end_date.jd, interval.to_value(u.day)),\n format='jd')",
"execution_count": 2,
"outputs": []
},
{
"metadata": {},
"cell_type": "markdown",
"source": "Observer location:"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "loc = coord.EarthLocation(lon=-105.178*u.deg,\n lat=39.743*u.deg,\n height=1829*u.meter)",
"execution_count": 3,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "altaz_frame = coord.AltAz(pressure=835*u.mbar,\n temperature=10*u.Celsius,\n location=loc)",
"execution_count": 4,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "sun_altaz = coord.get_sun(times - tz).transform_to(altaz_frame)",
"execution_count": 5,
"outputs": []
},
{
"metadata": {},
"cell_type": "markdown",
"source": "Compare to the NREL form:"
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "import requests",
"execution_count": 6,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "url = 'https://midcdmz.nrel.gov/apps/spa.pl?syear=2020&smonth=1&sday=1&eyear=2020&emonth=1&eday=5&otype=0&step=10&stepunit=1&hr=12&min=0&sec=0&latitude=39.743&longitude=-105.178&timezone=-7.0&elev=1829&press=835&temp=10&dut1=0.0&deltat=64.797&azmrot=180&slope=0&refract=0.5667&field=0&field=1&field=2&zip=0'\nresp = requests.request('GET', url)",
"execution_count": 7,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "nrel_tbl = ascii.read(resp.text, names=['date', 'time', 'zenith', 'azimuth', 'azimuth_s'])\nnrel_tbl['altitude'] = 90 - nrel_tbl['zenith']\n\n# Make an astropy time object out of the string date/time data:\ndts = []\nfor row in nrel_tbl:\n full_time = f\"{row['date']} {row['time']}\"\n dts.append(datetime.strptime(full_time, '%m/%d/%Y %H:%M:%S'))\nnrel_tbl['datetime'] = Time(dts)\n\nnrel_tbl",
"execution_count": 8,
"outputs": [
{
"output_type": "execute_result",
"execution_count": 8,
"data": {
"text/plain": "<Table length=720>\n date time zenith ... altitude datetime \n str8 str8 float64 ... float64 object \n-------- -------- ---------- ... ------------------- -------------------\n1/1/2020 0:00:00 163.273085 ... -73.27308500000001 2020-01-01 00:00:00\n1/1/2020 0:10:00 163.24408 ... -73.24408 2020-01-01 00:10:00\n1/1/2020 0:20:00 162.950195 ... -72.95019500000001 2020-01-01 00:20:00\n1/1/2020 0:30:00 162.404843 ... -72.404843 2020-01-01 00:30:00\n1/1/2020 0:40:00 161.630677 ... -71.63067699999999 2020-01-01 00:40:00\n1/1/2020 0:50:00 160.655526 ... -70.65552600000001 2020-01-01 00:50:00\n1/1/2020 1:00:00 159.50854 ... -69.50854000000001 2020-01-01 01:00:00\n1/1/2020 1:10:00 158.217408 ... -68.217408 2020-01-01 01:10:00\n1/1/2020 1:20:00 156.806826 ... -66.806826 2020-01-01 01:20:00\n1/1/2020 1:30:00 155.297949 ... -65.29794899999999 2020-01-01 01:30:00\n ... ... ... ... ... ...\n1/5/2020 22:20:00 151.697994 ... -61.697993999999994 2020-01-05 22:20:00\n1/5/2020 22:30:00 153.340929 ... -63.34092899999999 2020-01-05 22:30:00\n1/5/2020 22:40:00 154.916391 ... -64.916391 2020-01-05 22:40:00\n1/5/2020 22:50:00 156.409896 ... -66.409896 2020-01-05 22:50:00\n1/5/2020 23:00:00 157.803993 ... -67.80399299999999 2020-01-05 23:00:00\n1/5/2020 23:10:00 159.077968 ... -69.077968 2020-01-05 23:10:00\n1/5/2020 23:20:00 160.207862 ... -70.207862 2020-01-05 23:20:00\n1/5/2020 23:30:00 161.167066 ... -71.167066 2020-01-05 23:30:00\n1/5/2020 23:40:00 161.927833 ... -71.92783299999999 2020-01-05 23:40:00\n1/5/2020 23:50:00 162.463889 ... -72.463889 2020-01-05 23:50:00",
"text/html": "<i>Table length=720</i>\n<table id=\"table4917884880\" class=\"table-striped table-bordered table-condensed\">\n<thead><tr><th>date</th><th>time</th><th>zenith</th><th>azimuth</th><th>azimuth_s</th><th>altitude</th><th>datetime</th></tr></thead>\n<thead><tr><th>str8</th><th>str8</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>object</th></tr></thead>\n<tr><td>1/1/2020</td><td>0:00:00</td><td>163.273085</td><td>356.852571</td><td>176.852571</td><td>-73.27308500000001</td><td>2020-01-01 00:00:00</td></tr>\n<tr><td>1/1/2020</td><td>0:10:00</td><td>163.24408</td><td>4.841712</td><td>184.841712</td><td>-73.24408</td><td>2020-01-01 00:10:00</td></tr>\n<tr><td>1/1/2020</td><td>0:20:00</td><td>162.950195</td><td>12.692581</td><td>192.692581</td><td>-72.95019500000001</td><td>2020-01-01 00:20:00</td></tr>\n<tr><td>1/1/2020</td><td>0:30:00</td><td>162.404843</td><td>20.201974</td><td>200.201974</td><td>-72.404843</td><td>2020-01-01 00:30:00</td></tr>\n<tr><td>1/1/2020</td><td>0:40:00</td><td>161.630677</td><td>27.22217</td><td>207.22217</td><td>-71.63067699999999</td><td>2020-01-01 00:40:00</td></tr>\n<tr><td>1/1/2020</td><td>0:50:00</td><td>160.655526</td><td>33.671591</td><td>213.671591</td><td>-70.65552600000001</td><td>2020-01-01 00:50:00</td></tr>\n<tr><td>1/1/2020</td><td>1:00:00</td><td>159.50854</td><td>39.527463</td><td>219.527463</td><td>-69.50854000000001</td><td>2020-01-01 01:00:00</td></tr>\n<tr><td>1/1/2020</td><td>1:10:00</td><td>158.217408</td><td>44.809327</td><td>224.809327</td><td>-68.217408</td><td>2020-01-01 01:10:00</td></tr>\n<tr><td>1/1/2020</td><td>1:20:00</td><td>156.806826</td><td>49.56176</td><td>229.56176</td><td>-66.806826</td><td>2020-01-01 01:20:00</td></tr>\n<tr><td>1/1/2020</td><td>1:30:00</td><td>155.297949</td><td>53.840709</td><td>233.840709</td><td>-65.29794899999999</td><td>2020-01-01 01:30:00</td></tr>\n<tr><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td></tr>\n<tr><td>1/5/2020</td><td>22:20:00</td><td>151.697994</td><td>299.466531</td><td>119.466531</td><td>-61.697993999999994</td><td>2020-01-05 22:20:00</td></tr>\n<tr><td>1/5/2020</td><td>22:30:00</td><td>153.340929</td><td>302.981142</td><td>122.981142</td><td>-63.34092899999999</td><td>2020-01-05 22:30:00</td></tr>\n<tr><td>1/5/2020</td><td>22:40:00</td><td>154.916391</td><td>306.84866</td><td>126.84866</td><td>-64.916391</td><td>2020-01-05 22:40:00</td></tr>\n<tr><td>1/5/2020</td><td>22:50:00</td><td>156.409896</td><td>311.121232</td><td>131.121232</td><td>-66.409896</td><td>2020-01-05 22:50:00</td></tr>\n<tr><td>1/5/2020</td><td>23:00:00</td><td>157.803993</td><td>315.852799</td><td>135.852799</td><td>-67.80399299999999</td><td>2020-01-05 23:00:00</td></tr>\n<tr><td>1/5/2020</td><td>23:10:00</td><td>159.077968</td><td>321.094008</td><td>141.094008</td><td>-69.077968</td><td>2020-01-05 23:10:00</td></tr>\n<tr><td>1/5/2020</td><td>23:20:00</td><td>160.207862</td><td>326.883623</td><td>146.883623</td><td>-70.207862</td><td>2020-01-05 23:20:00</td></tr>\n<tr><td>1/5/2020</td><td>23:30:00</td><td>161.167066</td><td>333.235973</td><td>153.235973</td><td>-71.167066</td><td>2020-01-05 23:30:00</td></tr>\n<tr><td>1/5/2020</td><td>23:40:00</td><td>161.927833</td><td>340.125578</td><td>160.125578</td><td>-71.92783299999999</td><td>2020-01-05 23:40:00</td></tr>\n<tr><td>1/5/2020</td><td>23:50:00</td><td>162.463889</td><td>347.473033</td><td>167.473033</td><td>-72.463889</td><td>2020-01-05 23:50:00</td></tr>\n</table>"
},
"metadata": {}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "fig, axes = plt.subplots(2, 1, figsize=(8, 10), sharex=True)\n\naxes[0].plot((sun_altaz.obstime + tz).datetime, sun_altaz.az)\naxes[1].plot((sun_altaz.obstime + tz).datetime, sun_altaz.alt)\n\naxes[0].plot(nrel_tbl['datetime'].datetime, nrel_tbl['azimuth'], \n color='k', linestyle='none', marker='o', \n alpha=0.8, markersize=2)\naxes[1].plot(nrel_tbl['datetime'].datetime, nrel_tbl['altitude'],\n color='k', linestyle='none', marker='o', \n alpha=0.8, markersize=2)\n\naxes[0].set_ylabel('azimuth')\naxes[1].set_ylabel('altitude')\naxes[1].set_xlabel('date')\n\nplt.xticks(rotation=40)",
"execution_count": 9,
"outputs": [
{
"output_type": "execute_result",
"execution_count": 9,
"data": {
"text/plain": "(array([737425., 737426., 737427., 737428., 737429., 737430.]),\n <a list of 6 Text xticklabel objects>)"
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": "<Figure size 576x720 with 2 Axes>",
"image/png": 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\n"
},
"metadata": {
"image/png": {
"width": 550,
"height": 661
},
"needs_background": "light"
}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "fig, axes = plt.subplots(2, 1, figsize=(8, 10), sharex=True)\n\naxes[0].plot((sun_altaz.obstime + tz).datetime, sun_altaz.az.degree - nrel_tbl['azimuth'])\naxes[1].plot((sun_altaz.obstime + tz).datetime, sun_altaz.alt.degree - nrel_tbl['altitude'])\n\naxes[0].set_ylim(-0.1, 0.1)\naxes[1].set_ylim(-0.5, 0.5)\n\naxes[0].set_ylabel('azimuth difference\\n(NREL-astropy) [deg]', fontsize=18)\naxes[1].set_ylabel('altitude difference\\n(NREL-astropy) [deg]', fontsize=18)\naxes[1].set_xlabel('date')\n\nplt.xticks(rotation=40)",
"execution_count": 10,
"outputs": [
{
"output_type": "execute_result",
"execution_count": 10,
"data": {
"text/plain": "(array([737425., 737426., 737427., 737428., 737429., 737430.]),\n <a list of 6 Text xticklabel objects>)"
},
"metadata": {}
},
{
"output_type": "display_data",
"data": {
"text/plain": "<Figure size 576x720 with 2 Axes>",
"image/png": 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\n"
},
"metadata": {
"image/png": {
"width": 581,
"height": 668
},
"needs_background": "light"
}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "",
"execution_count": null,
"outputs": []
}
],
"metadata": {
"kernelspec": {
"name": "conda-root-py",
"display_name": "Python [conda env:root] *",
"language": "python"
},
"toc": {
"nav_menu": {},
"number_sections": true,
"sideBar": true,
"skip_h1_title": false,
"base_numbering": 1,
"title_cell": "Table of Contents",
"title_sidebar": "Contents",
"toc_cell": false,
"toc_position": {},
"toc_section_display": true,
"toc_window_display": false
},
"language_info": {
"name": "python",
"version": "3.7.5",
"mimetype": "text/x-python",
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"pygments_lexer": "ipython3",
"nbconvert_exporter": "python",
"file_extension": ".py"
},
"gist": {
"id": "",
"data": {
"description": "projects/astropy-all/astropy-notebooks/Untitled2.ipynb",
"public": true
}
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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