Inter-calibration of DMSP-OLS and SNPP-VIIRS-DNB annual nighttime light composites using machine learning

The satellite-based nighttime lights (NTL) data from the Defense Meteorological Satellite Program’s Operational Linescan System (DMSP-OLS), available in the public domain from 1992 to 2013, are extensively used for socio-economic studies. The improved NTL products from the Visible Infrared Imaging R...

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Bibliographic Details

Published in:	GIScience & Remote Sensing
Main Authors:	Sumana Sahoo, Prasun Kumar Gupta, S. K. Srivastav
Format:	Article
Language:	English
Published:	Taylor & Francis Group 2020-11-01
Subjects:	viirs-dnb dmsp-ols inter-calibration machine learning multi-layer perceptron random forest
Online Access:	http://dx.doi.org/10.1080/15481603.2020.1848323