Mapping sub-pixel urban expansion in China using MODIS and DMSP/OLS nighttime lights

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Mapping sub-pixel urban expansion in China using MODIS and DMSP/OLS nighttime lights

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作者：Xiaoman Huang^a ; ^{xiaomanhuang@gmail.com" class="auth_mail" title="E-mail the corresponding author} ; Annemarie Schneider^b ; ^c ; Mark A. Friedl^a
关键词：Fractional urban cover ; MODIS ; Nighttime lights ; Random Forest regression
刊名：Remote Sensing of Environment
出版年：2016
出版时间：15 March 2016
年：2016
卷：175
期：Complete
页码：92-108
全文大小：4419 K

文摘

•: We estimated sub-pixel urban cover at 250 m resolution in China for 2001 and 2010.
•: We fused 250 m, 500 m, and 1 km MODIS data and DMSP/OLS nighttime lights data.
•: Separate regression models estimated for temperate and subtropical regions of China
•: City-level assessment showed good agreement with Landsat-based urban information.
•: Regional mapping demonstrated utility of this method for large-area application.

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