研究目的
To evaluate the performance of the CERES-SYN and Himawari-8 satellite SWDR products over the Tibetan Plateau.
研究成果
Both SWDR datasets agree well with the ground measurements, with the Himawari-8 product showing slightly better accuracy and higher spatial resolution. CERES-SYN tends to overestimate SWDR, while Himawari-8 shows slight underestimation.
研究不足
The study is limited to the Tibetan Plateau and uses data from only 11 ground sites. The temporal scope is from March 2016 to December 2016.
1:Experimental Design and Method Selection:
The study validates two satellite-estimated SWDR datasets against in-situ data from 11 CMA sites.
2:Sample Selection and Data Sources:
In-situ SWDR data from 11 Chinese meteorological sites and two satellite-based SWDR datasets (CERES-SYN and Himawari-8) are used.
3:List of Experimental Equipment and Materials:
Not explicitly mentioned.
4:Experimental Procedures and Operational Workflow:
The CMA hourly in-situ data and the original 10-min Himawari-8 SWDR product are aggregated to daily average for comparison with CERES-SYN dataset.
5:Data Analysis Methods:
Mean bias error (bias), root mean square error (RMSE), and coefficient of determination (R2) are used as indicators to assess the SWDR products.
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