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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  
Nonstationarity of summer temperature extremes in Texas 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019
作者:  Carney, Meagan;  Azencott, Robert;  Nicol, Matthew
收藏  |  浏览/下载：1/0  |  提交时间：2019/11/27
climate  clustering  extreme value theory extremes  nonstationary  temperature  
Nonstationary Relationship Between Autumn Arctic Sea Ice and the Winter North Atlantic Oscillation 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (13) : 7583-7591
作者:  Kolstad, E. W.;  Screen, J. A.
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
How does the Asian summer precipitation-ENSO relationship change over the past 544 years? 期刊论文
CLIMATE DYNAMICS, 2019, 52: 4583-4598
作者:  Shi, Hui;  Wang, Bin
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/26
Reconstructed Asian summer precipitation  Asian monsoon-ENSO relationship  Nino reconstruction  Multidecadal to centennial change  Nonstationarity  
Bias nonstationarity of global climate model outputs: The role of internal climate variability and climate model sensitivity 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (4) : 2278-2294
作者:  Hui, Yu;  Chen, Jie;  Xu, Chong-Yu;  Xiong, Lihua;  Chen, Hua
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/26
bias nonstationarity  climate change signal  climate model sensitivity  internal climate variability  pseudoreality approach