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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  
Reconciling seasonal hydraulic risk and plant water use through probabilistic soil-plant dynamics 期刊论文
GLOBAL CHANGE BIOLOGY, 2017, 23 (9)
作者:  Feng, Xue;  Dawson, Todd E.;  Ackerly, David D.;  Santiago, Louis S.;  Thompson, Sally E.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
drought response  plant hydraulic risk  rainfall variability  soil-plant feedback  stochastic soil moisture dynamics  
Architecture of collapse: regime shift and recovery in an hierarchically structured marine ecosystem 期刊论文
GLOBAL CHANGE BIOLOGY, 2017, 23 (4)
作者:  Daskalov, Georgi M.;  Boicenco, Laura;  Grishin, Alexandre N.;  Lazar, Luminita;  Mihneva, Vesselina;  Shlyakhov, Vladislav A.;  Zengin, Mustafa
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
ecosystem hierarchy  ecosystem management  hierarchical incorporation  hypoxia  integrated ecosystem assessment  invasive species  overfishing  predator  regime shift  trophic cascade  
Do dynamic global vegetation models capture the seasonality of carbon fluxes in the Amazon basin? A data-model intercomparison 期刊论文
GLOBAL CHANGE BIOLOGY, 2017, 23 (1)
作者:  Restrepo-Coupe, Natalia;  Levine, Naomi M.;  Christoffersen, Bradley O.;  Albert, Loren P.;  Wu, Jin;  Costa, Marcos H.;  Galbraith, David;  Imbuzeiro, Hewlley;  Martins, Giordane;  da Araujo, Alessandro C.;  Malhi, Yadvinder S.;  Zeng, Xubin;  Moorcroft, Paul;  Saleska, Scott R.
收藏  |  浏览/下载：11/0  |  提交时间：2019/04/09
Amazonia  carbon dynamics  dynamic global vegetation models  ecosystem-climate interactions  eddy covariance  seasonality  tropical forests phenology