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Adding value to extended-range forecasts in northern Europe by statistical post-processing using stratospheric observations 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2020, 20 (14) : 8441-8451
作者:  Korhonen, Natalia;  Hyvarinen, Otto;  Kamarainen, Matti;  Richardson, David S.;  Jarvinen, Heikki;  Gregow, Hilppa
收藏  |  浏览/下载：16/0  |  提交时间：2020/08/09
Development of advanced artificial intelligence models for daily rainfall prediction 期刊论文
ATMOSPHERIC RESEARCH, 2020, 237
作者:  Binh Thai Pham;  Lu Minh Le;  Tien-Thinh Le;  Kien-Trinh Thi Bui;  Vuong Minh Le;  Hai-Bang Ly;  Prakash, Indra
收藏  |  浏览/下载：11/0  |  提交时间：2020/07/02
Rainfall  Artificial Neural Networks  Robustness analysis  Support Vector Machines  Adaptive Network based Fuzzy Inference System  Particle Swarm Optimization  
Verification of high resolution (12 km) Global Ensemble Prediction System 期刊论文
ATMOSPHERIC RESEARCH, 2020, 236
作者:  Mamgain, Ashu;  Sarkar, Abhijit;  Rajagopal, E. N.
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
Ensemble Prediction System  Ensemble member  Probabilistic forecasts  Ensemble-spread  Brier score  Reliability diagram  
Accuracy of six years of operational statistical seasonal forecasts of rainfall in Western Australia (2013 to 2018) 期刊论文
ATMOSPHERIC RESEARCH, 2020, 233
作者:  Evans, Fiona H.;  Guthrie, Meredith M.;  Foster, Ian
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
South-West Western Australia  Seasonal rainfall  Statistical seasonal forecast  Forecast validation  Forecast verification  Forecast accuracy  Partial least squares regression  
Comments on "What Is the Predictability Limit of Midlatitude Weather?" 期刊论文
JOURNAL OF THE ATMOSPHERIC SCIENCES, 2020, 77 (2) : 781-785
作者:  Zagar, Nedjeljka;  Szunyogh, Istvan
收藏  |  浏览/下载：6/0  |  提交时间：2020/07/02
Numerical weather prediction  forecasting  Operational forecasting  Data assimilation  Ensembles  Model errors  Model evaluation  performance  
Randomness, serendipity, and luck in petroleum exploration 期刊论文
AAPG BULLETIN, 2020, 104 (1) : 145-176
作者:  Milkov, Alexei, V;  Navidi, William C.
收藏  |  浏览/下载：3/0  |  提交时间：2020/05/13
Complexity-based approach for El Nino magnitude forecasting before the spring predictability barrier 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020, 117 (1) : 177-183
作者:  Meng, Jun;  Fan, Jingfang;  Ludescher, Josef;  Agarwal, Ankit;  Chen, Xiaosong;  Bunde, Armin;  Kurths, Juergen;  Schellnhuber, Hans Joachim
收藏  |  浏览/下载：8/0  |  提交时间：2020/05/13
ENSO  system complexity  entropy  spring barrier  forecasting  
Atmospheric Predictability of the Tropics, Middle Latitudes, and Polar Regions Explored through Global Storm-Resolving Simulations 期刊论文
JOURNAL OF THE ATMOSPHERIC SCIENCES, 2020, 77 (1) : 257-276
作者:  Judt, Falko
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
Dynamics  Waves  atmospheric  Numerical analysis  modeling  Numerical weather prediction  forecasting  Numerical weather prediction  forecasting  Tropical variability  
Machine learning for observation bias correction with application to dust storm data assimilation 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2019, 19 (15) : 10009-10026
作者:  Jin, Jianbing;  Lin, Hai Xiang;  Segers, Arjo;  Xie, Yu;  Heemink, Arnold
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
Sub-daily temporal reconstruction of extreme precipitation events using NWP model simulations 期刊论文
ATMOSPHERIC RESEARCH, 2019, 224: 65-80
作者:  Bliznak, Vojtech;  Kaspar, Marek;  Mueller, Miloslav;  Zacharov, Petr
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/27
Extreme precipitation  Temporal reconstruction  NWP model  Verification  Czech Republic