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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  
Machine learning and artificial intelligence to aid climate change research and preparedness 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (12)
作者:  Huntingford, Chris;  Jeffers, Elizabeth S.;  Bonsall, Michael B.;  Christensen, Hannah M.;  Lees, Thomas;  Yang, Hui
收藏  |  浏览/下载：15/0  |  提交时间：2020/02/17
climate change  global warming  extreme weather  drought  artificial intelligence  machine learning  climate simulations  
Profiles of Emerging and Legacy Per-/Polyfluoroalkyl Substances in Matched Serum and Semen Samples: New Implications for Human Semen Quality 期刊论文
ENVIRONMENTAL HEALTH PERSPECTIVES, 2019, 127 (12)
作者:  Pan, Yitao;  Cui, Qianqian;  Wang, Jinghua;  Sheng, Nan;  Jing, Jun;  Yao, Bing;  Dai, Jiayin
收藏  |  浏览/下载：6/0  |  提交时间：2020/02/17
Observed structural relationships between ocean chlorophyll variability and its heating effects on the ENSO 期刊论文
CLIMATE DYNAMICS, 2019, 53: 5165-5186
作者:  Zhang, Rong-Hua;  Tian, Feng;  Zhi, Hai;  Kang, Xianbiao
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
Chlorophyll variability  Ocean biology-induced heating  ENSO modulations  The penetration depth and mixed layer depth  Satellite and Argo data  
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  
Convective hydration in the tropical tropopause layer during the StratoClim aircraft campaign: pathway of an observed hydration patch 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2019, 19 (18) : 11803-11820
作者:  Lee, Keun-Ok;  Dauhut, Thibaut;  Chaboureau, Jean-Pierre;  Khaykin, Sergey;  Kraemer, Martina;  Rolf, Christian
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/27
Groundwater and resilience to drought in the Ethiopian highlands 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (9)
作者:  MacDonald, A. M.;  Bell, R. A.;  Kebede, S.;  Azagegn, T.;  Yehualaeshet, T.;  Pichon, F.;  Young, M.;  McKenzie, A. A.;  Lapworth, D. J.;  Black, E.;  Calow, R. C.
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
groundwater  drought  water security  handpumps  resilience  EL Nino  
Theoretical Understanding of the Linear Relationship between Convective Updrafts and Cloud-Base Height for Shallow Cumulus Clouds. Part I: Maritime Conditions 期刊论文
JOURNAL OF THE ATMOSPHERIC SCIENCES, 2019, 76 (8) : 2539-2558
作者:  Zheng, Youtong
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/27
Buoyancy  Conservation equations  Cumulus clouds  Radiation budgets  Radiative transfer  Water vapor  
Per- and Polyfluoroalkyl Substance Plasma Concentrations and Bone Mineral Density in Midchildhood: A Cross-Sectional Study (Project Viva, United States) 期刊论文
ENVIRONMENTAL HEALTH PERSPECTIVES, 2019, 127 (8)
作者:  Cluett, Rachel;  Seshasayee, Shravanthi M.;  Rokoff, Lisa B.;  Rifas-Shiman, Sheryl L.;  Ye, Xiaoyun;  Calafat, Antonia M.;  Gold, Diane R.;  Coull, Brent;  Gordon, Catherine M.;  Rosen, Clifford J.;  Oken, Emily;  Sagiv, Sharon K.;  Fleisch, Abby F.
收藏  |  浏览/下载：11/0  |  提交时间：2019/11/27
Partitioning Dynamics of Gravity-Driven Unsaturated Flow Through Simple T-Shaped Fracture Intersections 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 7130-7142
作者:  Yang, Zhibing;  Xue, Song;  Zheng, Xiaokang;  Chen, Yi-Feng
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27