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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  
Natural carbon solutions are not large or fast enough 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (7) : E5-E5
作者:  Baldocchi, Dennis;  Penuelas, Josep
收藏  |  浏览/下载:1/0  |  提交时间:2019/11/27
Impact of Air Pollution Controls on Radiation Fog Frequency in the Central Valley of California 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2019, 124 (11) : 5889-5905
作者:  Gray, Ellyn;  Gilardoni, S.;  Baldocchi, Dennis;  McDonald, Brian C.;  Facchini, Maria Cristina;  Goldstein, Allen H.
收藏  |  浏览/下载:12/0  |  提交时间:2019/11/26
fog trends  air pollution  climate change  central valley  radiation fog  
The physics and ecology of mining carbon dioxide from the atmosphere by ecosystems 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (4) : 1191-1197
作者:  Baldocchi, Dennis;  Penuelas, Josep
收藏  |  浏览/下载:3/0  |  提交时间:2019/04/09
biophysical ecology  carbon sequestration  climate mitigation  ecosystem ecology  unintended consequences  
(How Much Water Is Evaporated Across California? A Multiyear Assessment Using a Biophysical Model Forced With Satellite Sensing Data) 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (4) : 2722-2741
作者:  Baldocchi, Dennis;  Dralle, David;  Jiang, Chongya;  Ryu, Youngryel
收藏  |  浏览/下载:10/0  |  提交时间:2019/11/26
The future of evapotranspiration: Global requirements for ecosystem functioning, carbon and climate feedbacks, agricultural management, and water resources 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (4)
作者:  Fisher, Joshua B.;  Melton, Forrest;  Middleton, Elizabeth;  Hain, Christopher;  Anderson, Martha;  Allen, Richard;  McCabe, Matthew F.;  Hook, Simon;  Baldocchi, Dennis;  Townsend, Philip A.;  Kilic, Ayse;  Tu, Kevin;  Miralles, Diego D.;  Perret, Johan;  Lagouarde, Jean-Pierre;  Waliser, Duane;  Purdy, Adam J.;  French, Andrew;  Schimel, David;  Famiglietti, James S.;  Stephens, Graeme;  Wood, Eric F.
收藏  |  浏览/下载:18/0  |  提交时间:2019/04/09
Using a Regional Cluster of AmeriFlux Sites in Central California to Advance Our Knowledge on Decadal-Scale Ecosystem-Atmosphere Carbon Dioxide Exchange 科技报告
来源:US Department of Energy (DOE). 出版年: 2015
作者:  Baldocchi, Dennis
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/05
eddy covariance, ameriflux, fluxnet, net carbon exchange, savanna, annual grassland, ecosystem ecology