A feasible framework to downscale NPP-VIIRS nighttime light imagery using multi-source spatial variables and geographically weighted regression

A feasible framework to downscale NPP-VIIRS nighttime light imagery using multi-source spatial variables and geographically weighted regression

The cloud-free monthly composite of global nighttime light (NTL) data of the Suomi National Polar-orbiting Partnership with the Visible Infrared Imaging Radiometer Suite (NPP-VIIRS) day/night band (DNB) provides indispensable indications of human activities and settlements. However, the coarse spati...

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Bibliographic Details
Main Authors: Yang Ye, Linyan Huang, Qiming Zheng, Chenxin Liang, Baiyu Dong, Jinsong Deng, Xiuzhen Han
Format: Article
Language:English
Published: Elsevier 2021-12-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Nighttime light (NTL)
Downscaling
Geographically weighted regression (GWR)
Impervious surface detection
Online Access:http://www.sciencedirect.com/science/article/pii/S0303243421002208

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http://www.sciencedirect.com/science/article/pii/S0303243421002208

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