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Estimating ground-level CO concentrations across China based on the national monitoring network and MOPITT: potentially overlooked CO hotspots in the Tibetan Plateau 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2019, 19 (19) : 12413-12430
作者:  Liu, Dongren;  Di, Baofeng;  Luo, Yuzhou;  Deng, Xunfei;  Zhang, Hanyue;  Yang, Fumo;  Grieneisen, Michael L.;  Zhan, Yu
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
Assessment of multi-wavelength SAR and multispectral instrument data for forest aboveground biomass mapping using random forest kriging 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2019, 447: 12-25
作者:  Chen, Lin;  Wang, Yeqiao;  Ren, Chunying;  Zhang, Bai;  Wang, Zongming
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27
ALOS-2 L band SAR  Sentinel-2 MSI  Sentinel-1C band SAR  SRTM DEM  Random forest kriging  Forest aboveground biomass  
Pre-stratified modelling plus residuals kriging reduces the uncertainty of aboveground biomass estimation and spatial distribution in heterogeneous savannas and forest environments 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2019, 445: 96-109
作者:  Silveira, Eduarda M. O.;  Espirito Santo, Fernando D.;  Wulder, Michael A.;  Acerbi Junior, Fausto W.;  Carvalho, Monica C.;  Mello, Carlos R.;  Mello, Jose M.;  Shimabukuro, Yosio E.;  Nunes Santos Terra, Marcela Castro;  Carvalho, Luis Marcelo T.;  Scolforo, Jose R. S.
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27
AGB  Random forests  Brazilian biomes  Climate  Seasonality  
Modeling Depth of the Redox Interface at High Resolution at National Scale Using Random Forest and Residual Gaussian Simulation 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (2) : 1451-1469
作者:  Koch, Julian;  Stisen, Simon;  Refsgaard, Jens C.;  Ernstsen, Vibeke;  Jakobsen, Peter R.;  Hojberg, Anker L.
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/26
Water Resource Managment  Nitrate  Redox Conditions  Machine Learning  Random Forest  Geostatistics  
Intercomparison of Six Upscaling Evapotranspiration Methods: From Site to the Satellite Pixel 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (13) : 6777-6803
作者:  Li, Xiang;  Liu, Shaomin;  Li, Huaixiang;  Ma, Yanfei;  Wang, Jianghao;  Zhang, Yuan;  Xu, Ziwei;  Xu, Tongren;  Song, Lisheng;  Yang, Xiaofan;  Lu, Zheng;  Wang, Zeyu;  Guo, Zhixia
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
remotely sensed evapotranspiration  validation  ground truth  upscaling  pixel scale