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Physics-Constrained Machine Learning of Evapotranspiration 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019
作者:  Zhao, Wen Li;  Gentine, Pierre;  Reichstein, Markus;  Zhang, Yao;  Zhou, Sha;  Wen, Yeqiang;  Lin, Changjie;  Li, Xi;  Qiu, Guo Yu
收藏  |  浏览/下载：16/0  |  提交时间：2020/02/17
machine learning  physics constrained  evapotranspiration  FLUXNET  energy conservation  generalizations  
State of the science in reconciling top-down and bottom-up approaches for terrestrial CO2 budget 期刊论文
GLOBAL CHANGE BIOLOGY, 2019
作者:  Kondo, Masayuki;  Patra, Prabir K.;  Sitch, Stephen;  Friedlingstein, Pierre;  Poulter, Benjamin;  Chevallier, Frederic;  Ciais, Philippe;  Canadell, Josep G.;  Bastos, Ana;  Lauerwald, Ronny;  Calle, Leonardo;  Ichii, Kazuhito;  Anthoni, Peter;  Arneth, Almut;  Haverd, Vanessa;  Jain, Atul K.;  Kato, Etsushi;  Kautz, Markus;  Law, Rachel M.;  Lienert, Sebastian;  Lombardozzi, Danica;  Maki, Takashi;  Nakamura, Takashi;  Peylin, Philippe;  Roedenbeck, Christian;  Zhuravlev, Ruslan;  Saeki, Tazu;  Tian, Hanqin;  Zhu, Dan;  Ziehn, Tilo
收藏  |  浏览/下载：21/0  |  提交时间：2020/02/17
atmospheric inversion  biosphere model  carbon stock change  CO2 evasion  land-use change emissions  net CO2 flux  residual land uptake  riverine carbon export  terrestrial CO2 budget  
Contrasting drought impacts on the start of phenological growing season in Northern China during 1982-2015 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019
作者:  Deng, Haoyu;  Yin, Yunhe;  Wu, Shaohong;  Xu, Xiaofeng
收藏  |  浏览/下载：5/0  |  提交时间：2020/02/17
drought  growing season  Northern China  phenology  
Anomalous > 2000-Year-Old Surface Ocean Radiocarbon Age as Evidence for Deglacial Geologic Carbon Release 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (23) : 13950-13960
作者:  Rafter, Patrick A.;  Carriquiry, Jose D.;  Herguera, Juan-Carlos;  Hain, Mathis P.;  Solomon, Evan A.;  Southon, John R.
收藏  |  浏览/下载：5/0  |  提交时间：2020/02/17
Recommended temperature metrics for carbon budget estimates, model evaluation and climate policy 期刊论文
NATURE GEOSCIENCE, 2019, 12 (12) : 964-+
作者:  Tokarska, Katarzyna B.;  Schleussner, Carl-Friedrich;  Rogelj, Joeri;  Stolpe, Martin B.;  Matthews, H. Damon;  Pfleiderer, Peter;  Gillett, Nathan P.
收藏  |  浏览/下载：8/0  |  提交时间：2020/02/16
Climate change decreases the cooling effect from postfire albedo in boreal North America 期刊论文
GLOBAL CHANGE BIOLOGY, 2019
作者:  Potter, Stefano;  Solvik, Kylen;  Erb, Angela;  Goetz, Scott J.;  Johnstone, Jill F.;  Mack, Michelle C.;  Randerson, James T.;  Roman, Miguel O.;  Schaaf, Crystal L.;  Turetsky, Merritt R.;  Veraverbeke, Sander;  Walker, Xanthe J.;  Wang, Zhuosen;  Massey, Richard;  Rogers, Brendan M.
收藏  |  浏览/下载：12/0  |  提交时间：2020/02/17
ABoVE  biophysics  climate feedback  energy budget  land  fire management  MODIS  succession  
Increased high-latitude photosynthetic carbon gain offset by respiration carbon loss during an anomalous warm winter to spring transition 期刊论文
GLOBAL CHANGE BIOLOGY, 2019
作者:  Liu, Zhihua;  Kimball, John S.;  Parazoo, Nicholas C.;  Ballantyne, Ashley P.;  Wang, Wen J.;  Madani, Nima;  Pan, Caleb G.;  Watts, Jennifer D.;  Reichle, Rolf H.;  Sonnentag, Oliver;  Marsh, Philip;  Hurkuck, Miriam;  Helbig, Manuel;  Quinton, William L.;  Zona, Donatella;  Ueyama, Masahito;  Kobayashi, Hideki;  Euskirchen, Eugenie S.
收藏  |  浏览/下载：12/0  |  提交时间：2019/11/27
ABoVE  boreal  carbon cycle  climate change  productivity  respiration  SMAP L4C  soil moisture  tundra  
Paleodust Insights into Dust Impacts on Climate 期刊论文
JOURNAL OF CLIMATE, 2019, 32 (22) : 7897-7913
作者:  Albani, Samuel;  Mahowald, Natalie M.
收藏  |  浏览/下载：12/0  |  提交时间：2019/11/27
Atmosphere  Aerosols  Paleoclimate  Surface temperature  Coupled models  Aerosol radiative effect  
Gap-filling approaches for eddy covariance methane fluxes: A comparison of three machine learning algorithms and a traditional method with principal component analysis 期刊论文
GLOBAL CHANGE BIOLOGY, 2019
作者:  Kim, Yeonuk;  Johnson, Mark S.;  Knox, Sara H.;  Black, T. Andrew;  Dalmagro, Higo J.;  Kang, Minseok;  Kim, Joon;  Baldocchi, Dennis
收藏  |  浏览/下载：16/0  |  提交时间：2019/11/27
artificial neural network  comparison of gap-filling techniques  eddy covariance  machine learning  marginal distribution sampling  methane flux  random forest  support vector machine  
Oceanic heat transport into the Arctic under high and low CO2 forcing 期刊论文
CLIMATE DYNAMICS, 2019, 53: 4763-4780
作者:  van der Linden, Eveline C.;  Le Bars, Dewi;  Bintanja, Richard;  Hazeleger, Wilco
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/27
Arctic climate change  Equilibrium climate states  Oceanic heat transport  Gyre transport  Nordic Seas