Repository of examples showing off the use of Python for meteorology.
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Updated
Jan 9, 2020 - Python
Repository of examples showing off the use of Python for meteorology.
Basic tutorial for cartopy map plotting Python package
Visualizing ECMWF's ERA5 Reanalysis from both Single and Pressure Levels on hourly basis (These notebooks can be used, accordingly, based on your preference).
A Jupyter Notebook that creates a modern way to visualize sounding data for the purpose of environmental analysis.
Visualizing NCEP/GDAS' FNL Meteorological Dataset, core of GFS Model, at 0.25 x 0.25 degree (These notebooks can be used, accordingly, based on your preference).
Atmospheric & climate science research notebooks — ERA5, CMIP6, WRF, severe weather diagnostics, heatwave analysis, precipitation extremes
My observation about the Atmospheric Science.
Medium-range aviation weather assessment for cross-country GA flights in Europe — multi-model NWP analysis, route advisories, and AI-assisted briefings
Automated severe weather event analysis. Enter a location and date, get a full post-event report in ~3 minutes: animated NEXRAD radar loops, Skew-T/hodograph sounding analysis, NWS warnings, storm survey data, interactive damage track maps, and an AI-written narrative grounded in real meteorological data from 8 federal sources.
Atmospheric-science skills for Codex
Making personal weather forecast based on NCEP GFS
Custom Docker image for running a Jupyter Notebook
Gallary of Python programs used to look at stratospheric winds both modeled and observed by Radiosonde observations
Research-grade Oklahoma severe weather prediction system. Resolving the tornado outbreak/bust duality through temporal cap erosion analysis.
Plotting netCDF ocean current data using python
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