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High-resolution mapping of daily climate variables by aggregating multiple spatial data sets with the random forest algorithm over the conterminous United States 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (6) : 2964-2983
作者:  Hashimoto, Hirofumi;  Wang, Weile;  Melton, Forrest S.;  Moreno, Adam L.;  Ganguly, Sangram;  Michaelis, Andrew R.;  Nemani, Ramakrishna R.
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/26
daily surface climate  machine learning  NEX-GDM  precipitation  random forest  solar radiation and wind speed  temperature  
Missing pieces to modeling the Arctic-Boreal puzzle 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2018, 13 (2)
作者:  Fisher, Joshua B.;  Hayes, Daniel J.;  Schwalm, Christopher R.;  Huntzinger, Deborah N.;  Stofferahn, Eric;  Schaefer, Kevin;  Luo, Yiqi;  Wullschleger, Stan D.;  Goetz, Scott;  Miller, Charles E.;  Griffith, Peter;  Chadburn, Sarah;  Chatterjee, Abhishek;  Ciais, Philippe;  Douglas, Thomas A.;  Genet, Helene;  Ito, Akihiko;  Neigh, Christopher S. R.;  Poulter, Benjamin;  Rogers, Brendan M.;  Sonnentag, Oliver;  Tian, Hanqin;  Wang, Weile;  Xue, Yongkang;  Yang, Zong-Liang;  Zeng, Ning;  Zhang, Zhen
收藏  |  浏览/下载：12/0  |  提交时间：2019/04/09
ABoVE  arctic  arctic boreal vulnerability experiment  boreal  model  requirements  uncertainty  
Global land carbon sink response to temperature and precipitation varies with ENSO phase 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2017, 12 (6)
作者:  Fang, Yuanyuan;  Michalak, Anna M.;  Schwalm, Christopher R.;  Huntzinger, Deborah N.;  Berry, Joseph A.;  Ciais, Philippe;  Piao, Shilong;  Poulter, Benjamin;  Fisher, Joshua B.;  Cook, Robert B.;  Hayes, Daniel;  Huang, Maoyi;  Ito, Akihiko;  Jain, Atul;  Lei, Huimin;  Lu, Chaoqun;  Mao, Jiafu;  Parazoo, Nicholas C.;  Peng, Shushi;  Ricciuto, Daniel M.;  Shi, Xiaoying;  Tao, Bo;  Tian, Hanqin;  Wang, Weile;  Wei, Yaxing;  Yang, Jia
收藏  |  浏览/下载：10/0  |  提交时间：2019/04/09
climate-carbon feedback  tropical ecosystems  temperature  precipitation  El Nino-Southern Oscillation (ENSO)