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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  
Seasonal and Topographic Variations in Ecohydrological Separation Within a Small, Temperate, Snow-Influenced Catchmet 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 6417-6435
作者:  Knighton, James;  Souter-Kline, Valessa;  Volkman, Till;  Troch, Peter A.;  Kim, Minseok;  Harman, Ciaran;  Morris, Chelsea;  Buchanan, Brian;  Walter, M. Todd
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/27
Anticipating global terrestrial ecosystem state change using FLUXNET 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (7) : 2352-2367
作者:  Yu, Rong;  Ruddell, Benjamin L.;  Kang, Minseok;  Kim, Joon;  Childers, Dan
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/27
eddy covariance  FLUXNET  functional elasticity  information flow  phenology  precipitation  process network  radiation  structural state  temperature  
Characterizing the Fluxes and Age Distribution of Soil Water, Plant Water and Deep Percolation in a Model Tropical Ecosystem 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (4) : 3307-3327
作者:  Evaristo, Jaivime;  Kim, Minseok;  van Haren, Joost;  Pangle, Luke A.;  Harman, Ciaran J.;  Troch, Peter A.;  McDonnell, Jeffrey J.
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/26
The mechanistic basis for storage-dependent age distributions of water discharged from an experimental hillslope 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (4)
作者:  Pangle, Luke A.;  Kim, Minseok;  Cardoso, Charlene;  Lora, Marco;  Neto, Antonio A. Meira;  Volkmann, Till H. M.;  Wang, Yadi;  Troch, Peter A.;  Harman, Ciaran J.
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09