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Pysat seasons demo 1 #9

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Pysat seasons demo 1 #9

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684a592
ENH: First upload pysatSeasons
rstoneback May 18, 2022
78dc822
ENH: Update requirements
rstoneback May 18, 2022
e265dc4
ENH: Update seasons demo
rstoneback May 18, 2022
b4f34a8
ENH: Add download of IVM data
rstoneback May 18, 2022
5f07eca
BUG: Correct for running on Binder
rstoneback May 18, 2022
e16e3f5
BUG: Lack of constellation init means pysat data dir needs to be set …
rstoneback May 18, 2022
2ffd111
BUG: Binder version of seasons doesn't have return_data yet
rstoneback May 18, 2022
29c3724
STY: Switched to single instrument registration
rstoneback May 18, 2022
946be9b
BUG: Reduced timeframe to 5 days
rstoneback May 18, 2022
28786d5
ENH: Reviewer Feedback
rstoneback May 19, 2022
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21 changes: 11 additions & 10 deletions pysatTutorials/ICON_demo.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -170,6 +170,7 @@
"# Slicing and dicing mini-examples\n",
"print('Subset of data')\n",
"print(ivm[0:5, 'Ion_Density'])\n",
"print('')\n",
"date1 = dt.datetime(2020, 1, 1)\n",
"date2 = dt.datetime(2020, 1, 1, 1, 30, 30)\n",
"print(ivm[date1:date2, 'Ion_Density'])\n",
Expand Down Expand Up @@ -526,7 +527,7 @@
"\n",
"# Zonal wind plot, red line\n",
"mighti_vw_red['Zonal_Wind'].transpose().plot(cbar_kwargs={'label': 'Zonal Wind (m/s)'})\n",
"plt.title('MIGHTI Zonal Wind')\n",
"plt.title('MIGHTI Zonal Wind - Red Line')\n",
"\n",
"# Use pysat's stored metadata to get units\n",
"ylabel = ''.join(['Altitude (', mighti_vw_red.meta['Altitude', 'units'], ')'])\n",
Expand All @@ -535,19 +536,19 @@
"# Meridional wind plot, red line\n",
"plt.figure()\n",
"mighti_vw_red['Meridional_Wind'].transpose().plot(cbar_kwargs={'label': 'Meridional Wind (m/s)'})\n",
"plt.title('MIGHTI Meridional Wind')\n",
"plt.title('MIGHTI Meridional Wind - Red Line')\n",
"plt.ylabel(ylabel)\n",
"\n",
"# Zonal wind plot, green line\n",
"plt.figure()\n",
"mighti_vw_green['Zonal_Wind'].transpose().plot(cbar_kwargs={'label': 'Zonal Wind (m/s)'})\n",
"plt.title('MIGHTI Zonal Wind')\n",
"plt.title('MIGHTI Zonal Wind - Green Line')\n",
"plt.ylabel(ylabel)\n",
"\n",
"# Meridional wind plot, green line\n",
"plt.figure()\n",
"mighti_vw_green['Meridional_Wind'].transpose().plot(cbar_kwargs={'label': 'Meridional Wind (m/s)'})\n",
"plt.title('MIGHTI Meridional Wind')\n",
"plt.title('MIGHTI Meridional Wind - Green Line')\n",
"plt.ylabel(ylabel)"
]
},
Expand Down Expand Up @@ -703,10 +704,10 @@
" first_loop = False\n",
" \n",
" # Enable support for plotting local_time on x-axis\n",
" slt = (\"Epoch\", lmighti['average_local_time'].data)\n",
" slt = (\"time\", lmighti['average_local_time'].data)\n",
"\n",
" # Enable support for plotting tangent altitude on y axis\n",
" alt = ((\"Epoch\", \"Alt\"), lmighti['Tangent_Altitude'].data)\n",
" alt = ((\"time\", \"Alt\"), lmighti['Tangent_Altitude'].data)\n",
"\n",
" # Apply coordinates\n",
" a = lmighti['Temperature'].assign_coords(average_local_time=slt,\n",
Expand Down Expand Up @@ -927,10 +928,10 @@
" # Enable support for profile altitude on y axis\n",
" alt_data = lfuv['O_Plus_Profile_Altitude'].mean(axis=2, skipna=True)\n",
" alt_data = alt_data.where(np.isfinite(alt_data), alt_data.max())\n",
" alt = ((\"Epoch\", \"Altitude\"), alt_data.data)\n",
" alt = ((\"time\", \"Altitude\"), alt_data.data)\n",
"\n",
" # Enable support for plotting local time on x axis\n",
" slt = (\"Epoch\", lfuv['maximum_local_time'].data)\n",
" slt = (\"time\", lfuv['maximum_local_time'].data)\n",
" # Apply coordinates\n",
" var = var.assign_coords(maximum_local_time=slt, alt=alt)\n",
" # Sort things out\n",
Expand Down Expand Up @@ -1047,12 +1048,12 @@
" a = leuv['Oplus']\n",
"\n",
" # Enable support for plotting local time on x axis\n",
" slt = (\"Epoch\", euv['Local_Solar_Time'].data)\n",
" slt = (\"time\", euv['Local_Solar_Time'].data)\n",
"\n",
" # Enable support for profile altitude on y axis\n",
" alt_data = leuv['Altitude']\n",
" alt_data = alt_data.where(np.isfinite(alt_data), alt_data.max())\n",
" alt = ((\"Epoch\", \"Alt\"), alt_data.data)\n",
" alt = ((\"time\", \"Alt\"), alt_data.data)\n",
"\n",
" # Apply coordinates\n",
" a = a.assign_coords(Local_Solar_Time=slt, Altitude=alt)\n",
Expand Down
248 changes: 248 additions & 0 deletions pysatTutorials/pysatSeasons-demo.ipynb
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1 change: 1 addition & 0 deletions requirements.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -3,5 +3,6 @@ matplotlib
pysat >= 3.0.0
pysatMadrigal
pysatNASA
pysatSeasons
pysatSpaceWeather
scipy