This repository contains code for data acquisition, preprocessing, and analysis for the COVID-19 global response paper.
Contains all code used in data acquisition, preprocessing, and analysis.
clip-rasters.py
: Clips GeoTiff files to a defined areas of interest. Used to clip OMI/Aura nitrogen dioxide and Aqua/AIRS carbon monoxide data.download-ges-order.py
: Download a GES DISC web order. Used to acquire OMI/Aura nitrogen dioxide and Aqua/AIRS carbon monoxide data.download-laads-order.py
: Download a LAADS web order. Used to acquire VIIRS nighttime lights data.mosaic-and-clip-rasters.py
: Mosaicks and clips GeoTiff files. Used to mosaick and clip VIIRS nighttime lights data.mosaics.py
: Module containing a function used while mosaicking VIIRS nighttime lights data.preprocess-nitrogen-dioxide.py
: Preprocess OMI/Aura nitrogen dioxide data.preprocess-carbon-monoxide.py
: Preprocess Aqua/AIRS carbon monoxide data.preprocess-nighttime-lights.py
: Preprocess VIIRS nighttime lights data.viirs.py
: Module containing functions for preprocessing VIIRS nighttime lights data.
Contains information required to create the Conda environment for preprocessing VIIRS nighttime lights data, using Python 3.7.6.
Contains information required to create the Conda environment for all other data acquisition and preprocessing tasks, using Python 3.8.10.