The Global Land Surface Satellite (GLASS) Product Suite

被引:385
作者
Liang, Shunlin [1 ]
Cheng, Jie [2 ,3 ,4 ]
Jia, Kun [2 ,3 ,4 ]
Jiang, Bo [2 ,3 ,4 ]
Liu, Qiang [2 ,3 ,5 ]
Xiao, Zhiqiang [2 ,3 ,4 ]
Yao, Yunjun [2 ,3 ,4 ]
Yuan, Wenping [6 ]
Zhang, Xiaotong [2 ,3 ,4 ]
Zhao, Xiang [2 ,3 ,4 ]
Zhou, Ji [7 ]
机构
[1] Univ Maryland, Dept Geog Sci, College Pk, MD 20742 USA
[2] State Key Lab Remote Sensing Sci, Beijing, Peoples R China
[3] Beijing Engn Res Ctr Global Land Remote Sensing P, Beijing, Peoples R China
[4] Beijing Normal Univ, Fac Geog Sci, Inst Remote Sensing Sci & Engn, Beijing, Peoples R China
[5] Beijing Normal Univ, Coll Global Change & Earth Syst Sci, Beijing, Peoples R China
[6] Sun Yat Sen Univ, Sch Atmospher Sci, Guangzhou, Guangdong, Peoples R China
[7] Univ Elect Sci & Technol China, Ctr Informat Geosci, Sch Resources & Environm, Chengdu, Peoples R China
关键词
Atmosphere-land interaction; Carbon cycle; Energy budget; balance; Radiative fluxes; Remote sensing; Satellite observations; LEAF-AREA INDEX; FRACTIONAL VEGETATION COVER; GROSS PRIMARY PRODUCTIVITY; PHOTOSYNTHETICALLY ACTIVE RADIATION; REGRESSION NEURAL-NETWORKS; MACHINE LEARNING-METHODS; LATENT-HEAT FLUX; TIME-SERIES; EDDY COVARIANCE; TERRESTRIAL EVAPOTRANSPIRATION;
D O I
10.1175/BAMS-D-18-0341.1
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
The Global Land Surface Satellite (GLASS) product suite currently contains 12 products, including leaf area index, fraction of absorbed photosynthetically active radiation, fraction of green vegetation coverage, gross primary production, broadband albedo, broadband longwave emissivity, downward shortwave radiation and photosynthetically active radiation, land surface temperature, downward and upwelling thermal radiation, all-wave net radiation, and evapotranspiration. These products are generated from the Advanced Very High Resolution Radiometer and Moderate Resolution Imaging Spectroradiometer satellite data. Their unique features include long-term temporal coverage (many from 1981 to the present), high spatial resolutions of the surface radiation products (1 km and 0.05 degrees), spatial continuities without missing pixels, and high quality and accuracy based on extensive validation using in situ measurements and intercomparisons with other existing satellite products. Moreover, the GLASS products are based on robust algorithms that have been published in peer-reviewed literature. Herein, we provide an overview of the algorithm development, product characteristics, and some preliminary applications of these products. We also describe the next steps, such as improving the existing GLASS products, generating more climate data records (CDRs), broadening product dissemination, and fostering their wider utilization. The GLASS products are freely available to the public.
引用
收藏
页码:E323 / E337
页数:15
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