Spatial downscaling of npp-viirs nighttime light data using multiscale geographically weighted regression and multi-source variables

HIGHLIGHTS

  • who: Shangqin Liu and colleagues from the Faculty of Geomatics, Lanzhou Jiaotong University, Lanzhou, China have published the Article: Spatial Downscaling of NPP-VIIRS Nighttime Light Data Using Multiscale Geographically Weighted Regression and Multi-Source Variables, in the Journal: (JOURNAL) of 13/04/2012
  • what: The authors propose a spatial variable and Weighted Regression (MGWR)-based method to achieve the downscaling of NTL MGWR can reveal the different relationships between multiple auxiliary and NTL Therefore this study shows that the spatial resolution of NTL is improved from 500 m to 120 m upon downscaling thereby . . .

     

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