This is the code for using satellite night imagery to estimate GDP at national and subnational levels
To reproduce the results of the country-level analysis, run iPython notebooks 01 through 03 in order. The city-level regressions that correspond to notebooks 04 through 06 are in progress.
- fiona
- geopandas
- glob
- rasterstats
- pandas
- pickle
- sklearn
- statsmodels
Flare lighting for United States, Algeria, Turkmenistan, and Uzbekistan not removed because of geoprocessing issue with data