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Modeling Daily Net Shortwave Radiation Over Rugged Surfaces Using MODIS Atmospheric Products IGARSS 2011 at Vancouver   28 July 2011 Zhang Hailong, Xin Xiaozhou, Liu Qinhuo State Key Laboratory of Remote Sensing Science Institute of Remote Sensing Applications  Chinese Academy of Sciences
Outline ,[object Object],[object Object],[object Object],[object Object]
Background ,[object Object],[object Object],[object Object]
Background
Data and methodology ,[object Object],Surface reflectance MOD09A1 Cloud optical thickness; cloud fraction MOD06/MYD06 Model validation NSSR observations DEM Total precipitable water MOD05/MYD05 Geolocation data set MOD03/MYD03 Description DATA
Data and methodology ,[object Object],[object Object]
Data and methodology ,[object Object],[object Object],[object Object],[object Object]
Data and methodology ,[object Object]
Data and methodology ,[object Object],Viewing position True position O P Sensor C O’ A B h
Data and methodology ,[object Object],O Solar C O’ A B h shadow position True position
Results and discussion ,[object Object],(X-axis: observed values; Y-axis: modeled values. Unit: MJ/(m 2 ·d) )
Results and discussion ,[object Object],(X-axis: observed values; Y-axis: modeled values. Unit: MJ/(m 2 ·d) )
Results and discussion ,[object Object],0.71 0.78 0.87 0.93 R 2 19.39 24.71 19.20 15.31 RMSE(%) 4.63 -7.09 4.21 4.53 MBE(%) Lhasa Kunming Beijing Erjinaqi Horizontal surface rugged surface
Results and discussion ,[object Object],[object Object],[object Object],[object Object]
Conclusion ,[object Object],[object Object],[object Object],[object Object]
Thank You

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  • 1. Modeling Daily Net Shortwave Radiation Over Rugged Surfaces Using MODIS Atmospheric Products IGARSS 2011 at Vancouver 28 July 2011 Zhang Hailong, Xin Xiaozhou, Liu Qinhuo State Key Laboratory of Remote Sensing Science Institute of Remote Sensing Applications Chinese Academy of Sciences
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