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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  
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  
A review of the major drivers of the terrestrial carbon uptake: model-based assessments, consensus, and uncertainties 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (9)
作者:  Tharammal, Thejna;  Bala, Govindasamy;  Devaraju, Narayanappa;  Nemani, Ramakrishna
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
land carbon sink  climate change  CO2 fertilization effect  drivers of land carbon uptake  
The environmental footprint of academic and student mobility in a large research-oriented university 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (9)
作者:  Arsenault, Julien;  Talbot, Julie;  Boustani, Lama;  Gonzales, Rodolphe;  Manaugh, Kevin
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/27
academic mobility  student mobility  nitrogen footprint  carbon footprint  air travel