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A Mechanism for the Arctic Sea Ice Spring Predictability Barrier 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (13)
作者:  Bushuk, Mitchell;  Winton, Michael;  Bonan, David B.;  Blanchard-Wrigglesworth, Edward;  Delworth, Thomas L.
收藏  |  浏览/下载：10/0  |  提交时间：2020/06/16
regional Arctic sea ice  seasonal predictability  mass budget  large ensembles  
El Nino Diversity Across Boreal Spring Predictability Barrier 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (13)
作者:  Wang, Bin;  Luo, Xiao;  Sun, Weiyi;  Yang, Young-Min;  Liu, Jian
收藏  |  浏览/下载：17/0  |  提交时间：2020/06/16
El Nino diversity  El Nino transition  k-means cluster analysis  El Nino precursors  El Nino impact  spring predictability barrier  
Years of the Maritime Continent 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (12)
作者:  Yoneyama, K.;  Zhang, C.
收藏  |  浏览/下载：10/0  |  提交时间：2020/06/01
Indo-Pacific Maritime Continent  YMC  International Field Program  
Predictability Horizons in the Global Carbon Cycle Inferred From a Perfect-Model Framework 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (9)
作者:  Spring, Aaron;  Ilyina, Tatiana
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/02
decadal predictability  atmospheric CO2  carbon fluxes  internal variability  Earth System Model  
A Machine Learning-Based Global Atmospheric Forecast Model 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (9)
作者:  Szunyogh, Istvan;  Arcomano, Troy;  Pathak, Jaideep;  Wikner, Alexander;  Hunt, Brian;  Ott, Edward
收藏  |  浏览/下载：9/0  |  提交时间：2020/07/02
Assessing the Impact of Initialization on Decadal Prediction Skill 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (4)
作者:  Sospedra-Alfonso, Reinel;  Boer, George J.
收藏  |  浏览/下载：6/0  |  提交时间：2020/07/02
Machine Learning Approach to Characterize the Postseismic Deformation of the 2011 Tohoku-Oki Earthquake Based on Recurrent Neural Network 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (21) : 11886-11892
作者:  Yamaga, Norifumi;  Mitsui, Yuta
收藏  |  浏览/下载：6/0  |  提交时间：2020/02/17
Machine learning  Recurrent neural network  GNSS  2011 Tohoku-oki earthquake  Postseismic deformation  Regression analysis  
On the Mechanisms of the Active 2018 Tropical Cyclone Season in the North Pacific 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019
作者:  Qian, Y.;  Morakami, H.;  Nakano, M.;  Hsu, P-C;  Delworth, T. L.;  Kapnick, S. B.;  Ramaswamy, V;  Mochizuki, T.;  Morioka, Y.;  Doi, T.;  Kataoka, T.;  Nasuno, T.;  Yoshida, K.
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/27
tropical cyclones  North Pacific  Pacific Meridional Mode  central Pacific El Nino  future change  extreme events  
Hot Summers in the Northern Hemisphere 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019
作者:  Zheng, Jiayu;  Wang, Chunzai
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/27
Improving Atmospheric River Forecasts With Machine Learning 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019
作者:  Chapman, W. E.;  Subramanian, A. C.;  Delle Monache, L.;  Xie, S. P.;  Ralph, F. M.
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/27
atmospheric river  machine learning  convolutional neural network  postprocess  forecasting