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Improving AI System Awareness of Geoscience Knowledge: Symbiotic Integration of Physical Approaches and Deep Learning 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (13)
作者:  Jiang, Shijie;  Zheng, Yi;  Solomatine, Dimitri
收藏  |  浏览/下载:13/0  |  提交时间:2020/06/16
artificial intelligence  deep learning  Earth science  geosystem dynamics  hydrology  predictions in ungauged basins  
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  
Reconciling Compensating Errors Between Precipitation Constraints and the Energy Budget in a Climate Model 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (12)
作者:  Michibata, Takuro;  Suzuki, Kentaroh
收藏  |  浏览/下载:5/0  |  提交时间:2020/06/01
aerosol-cloud interactions  radiative forcing  compensating errors  
Controls of Spring Persistence Barrier Strength in Different ENSO Regimes and Implications for 21st Century Changes 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (11)
作者:  Jin, Yishuai;  Lu, Zhengyao;  Liu, Zhengyu
收藏  |  浏览/下载:13/0  |  提交时间:2020/05/25
ENSO growth rate  seasonal persistence barrier strength  Bjerknes stability index  thermodynamic damping  thermocline  
A New Method to Construct a Horizontal Resolution-Dependent Wind Speed Adjustment Factor for Tropical Cyclones in Global Climate Model Simulations 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (11)
作者:  Moon, Yumin;  Kim, Daehyun;  Camargo, Suzana J.;  Wing, Allison A.;  Reed, Kevin A.;  Wehner, Michael F.;  Zhao, Ming
收藏  |  浏览/下载:10/0  |  提交时间:2020/05/25
tropical cyclones  global climate models  
Hybrid Prediction of Weekly Tornado Activity Out to Week 3: Utilizing Weather Regimes 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (9)
作者:  Miller, Douglas E.;  Wang, Zhuo;  Trapp, Robert J.;  Harnos, Daniel S.
收藏  |  浏览/下载:7/0  |  提交时间:2020/07/02
tornado prediction  hybrid prediction  weather regimes  extended range  
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
Subseasonal Vacillations in the Winter Stratosphere 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (9)
作者:  Hardiman, S. C.;  Scaife, A. A.;  Dunstone, N. J.;  Wang, L.
收藏  |  浏览/下载:7/0  |  提交时间:2020/07/02
seasonal forecast  wave-mean flow interaction  stratosphere  polar vortex