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Statistical Learning Methods as a Basis for Skillful Seasonal Temperature Forecasts in Europe 期刊论文
JOURNAL OF CLIMATE, 2019, 32 (17) : 5363-5379
作者:  Kamarainen, Matti;  Uotila, Petteri;  Karpechko, Alexey Yu.;  Hyvarinen, Otto;  Lehtonen, Ilari;  Raisanen, Jouni
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
Europe  Principal components analysis  Forecast verification  skill  Seasonal forecasting  Statistical forecasting  Decadal variability  
Uncovering the Forced Climate Response from a Single Ensemble Member Using Statistical Learning 期刊论文
JOURNAL OF CLIMATE, 2019, 32 (17) : 5677-5699
作者:  Sippel, Sebastian;  Meinshausen, Nicolai;  Merrifield, Anna;  Lehner, Flavio;  Pendergrass, Angeline G.;  Fischer, Erich;  Knutti, Reto
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
Atmospheric circulation  Climate change  Climate prediction  Regression analysis  Statistical techniques  Climate variability  
Partitioning Uncertainty Components of an Incomplete Ensemble of Climate Projections Using Data Augmentation 期刊论文
JOURNAL OF CLIMATE, 2019, 32 (8) : 2423-2440
作者:  Evin, Guillaume;  Hingray, Benoit;  Blanchet, Juliette;  Eckert, Nicolas;  Morin, Samuel;  Verfaillie, Deborah
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/26
Bayesian methods  Error analysis  Risk assessment  Statistical techniques  Climate models  Climate variability  
Estimating the Transient Climate Response from Observed Warming 期刊论文
JOURNAL OF CLIMATE, 2018, 31 (20) : 8645-8663
作者:  Schurer, Andrew;  Hegerl, Gabi;  Ribes, Aurelien;  Polson, Debbie;  Morice, Colin;  Tett, Simon
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Aerosols  Climate sensitivity  Greenhouse gases  Regression analysis  Statistical techniques  
Memory Matters: A Case for Granger Causality in Climate Variability Studies 期刊论文
JOURNAL OF CLIMATE, 2018, 31 (8) : 3289-3300
作者:  McGraw, Marie C.;  Barnes, Elizabeth A.
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
Regression analysis  Statistical techniques  Statistics