DMSP-OLS Nighttime Lights Time Series version 4, Satellite F-18 year 2013: raw average visible band, stable lights average visible band, cloud free coverage data
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Version 4 DMSP-OLS Nighttime Lights Time Series. Image and data processing by NOAA's National Geophysical Data Center. DMSP data collected by US Air Force Weather Agency. Contains the raw average visible band and stable lights average visible band, each as a digital number 0-63, cloud-free coverage data (count of nights), and a readme file. Data are in the public domain. Originally from: https://www.ngdc.noaa.gov/eog/data/web_data/v4composites/F182013.v4.tar , accessed 20151211 Described in: Baugh, Kimberly, Christopher D. Elvidge, Tilottama Ghosh, and Daniel Ziskin. 2010. Development of a 2009 stable lights product using dmsp-ols data. In Proceedings of the Asia-Pacific Advanced Network, volume 30. Used in the replication data for: Akbar, Prottoy, Victor Couture, Gilles Duranton, and Adam Storeygard. 2023. "Mobility and Congestion in Urban India." American Economic Review, 113 (4): 1083-1111.



