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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  
Isotopic constraint on the twentieth-century increase in tropospheric ozone 期刊论文
NATURE, 2019, 570 (7760) : 224-+
作者:  Yeung, Laurence Y.;  Murray, Lee. T.;  Martinerie, Patricia;  Witrant, Emmanuel;  Hu, Huanting;  Banerjee, Asmita;  Orsi, Anais;  Chappellaz, Jerome
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/27
Slowdown of the Walker circulation at solar cycle maximum 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2019, 116 (15) : 7186-7191
作者:  Misios, Stergios;  Gray, Lesley J.;  Knudsen, Mads F.;  Karoff, Christoffer;  Schmidt, Hauke;  Haigh, Joanna D.
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
11-y solar cycle  Walker circulation  GHG forcing  climate model  
Marine ice sheet instability amplifies and skews uncertainty in projections of future sea-level rise 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2019, 116 (30) : 14887-14892
作者:  Robel, Alexander A.;  Seroussi, Helene;  Roe, Gerard H.
收藏  |  浏览/下载：19/0  |  提交时间：2019/11/27
ice sheet  climate variability  sea level  uncertainty  
Influences of light and humidity on carbonyl sulfide-based estimates of photosynthesis 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2019, 116 (7) : 2470-2475
作者:  Kooijmans, Linda M. J.;  Sun, Wu;  Aalto, Juho;  Erkkila, Kukka-Maaria;  Maseyk, Kadmiel;  Seibt, Ulrike;  Vesala, Timo;  Mammarella, Ivan;  Chen, Huilin
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/27
carbonyl sulfide  photosynthesis  stomatal conductance  carbon cycle  
Altimeter-era emergence of the patterns of forced sea-level rise in climate models and implications for the future 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2018, 115 (51) : 12944-12949
作者:  Fasullo, John T.;  Nerem, R. Steven
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
sea level  climate variability  climate change  satellite altimetry  
Modulation of hydroxyl variability by ENSO in the absence of external forcing 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2018, 115 (36) : 8931-8936
作者:  Turner, Alexander J.;  Fung, Inez;  Naik, Vaishali;  Horowitz, Larry W.;  Cohen, Ronald C.
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27
hydroxyl  ENSO  La Nina  methane  tropospheric oxidative capacity  
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：7/0  |  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：6/0  |  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  
Decadal predictability without ocean dynamics 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2017, 114 (9) : 2177-2182
作者:  Srivastava, Abhishekh;  DelSole, Timothy
收藏  |  浏览/下载：11/0  |  提交时间：2019/11/27
decadal prediction  decadal predictability  average predictability time  CMIP