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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  
Trends in downward surface shortwave radiation from multi-source data over China during 1984-2015 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019
作者:  Zhou, Zhigao;  Lin, Aiwen;  Wang, Lunche;  Qin, Wenmin;  Zhong, Yang;  He, Lijie
收藏  |  浏览/下载：8/0  |  提交时间：2020/02/17
Surface solar radiation  Satellite retrievals  Reanalyses  Decadal variability  Aerosol optical depth  China  
On the skill of seasonal sea surface temperature forecasts in the California Current System and its connection to ENSO variability 期刊论文
CLIMATE DYNAMICS, 2019, 53 (12) : 7519-7533
作者:  Jacox, Michael G.;  Alexander, Michael A.;  Stock, Charles A.;  Hervieux, Gaelle
收藏  |  浏览/下载：6/0  |  提交时间：2020/02/17
Seasonal forecasting  Predictability  California current system  Upwelling  ENSO  NMME  
Interannual variation of terrestrial carbon cycle: Issues and perspectives 期刊论文
GLOBAL CHANGE BIOLOGY, 2020, 26 (1) : 300-318
作者:  Piao, Shilong;  Wang, Xuhui;  Wang, Kai;  Li, Xiangyi;  Bastos, Ana;  Canadell, Josep G.;  Ciais, Philippe;  Friedlingstein, Pierre;  Sitch, Stephen
收藏  |  浏览/下载：22/0  |  提交时间：2020/02/17
carbon cycle  carbon-climate system  interaction of climatic factors  interannual variability  moisture  semiarid  temperature  terrestrial ecosystems  
A monitoring and prediction system for compound dry and hot events 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (11)
作者:  Hao, Zengchao;  Hao, Fanghua;  Xia, Youlong;  Singh, Vijay P.;  Zhang, Xuan
收藏  |  浏览/下载：7/0  |  提交时间：2020/02/17
compound event  dry and hot  monitoring  prediction  
Role of SST feedback in the prediction of the boreal summer monsoon intraseasonal oscillation 期刊论文
CLIMATE DYNAMICS, 2019, 53: 3861-3875
作者:  Zhang, Ying;  Hung, Meng-Pai;  Wang, Wanqiu;  Kumar, Arun
收藏  |  浏览/下载：7/0  |  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  
Plant phenology and global climate change: Current progresses and challenges 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (6) : 1922-1940
作者:  Piao, Shilong;  Liu, Qiang;  Chen, Anping;  Janssens, Ivan A.;  Fu, Yongshuo;  Dai, Junhu;  Liu, Lingli;  Lian, Xu;  Shen, Miaogen;  Zhu, Xiaolin
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/26
climate change  climatic feedback  ecological implications  leaf coloring  leaf unfolding  mechanisms and drivers  phenological modeling  plant phenology  satellite-derived phenology  
Regional climate projections for impact assessment studies in East Africa 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (4)
作者:  Gebrechorkos, Solomon H.;  Huelsmann, Stephan;  Bernhofer, Christian
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/26
East Africa  climate projection  precipitation  temperature  impact assessment  SDSM  GCMs  
Determinants of the ratio of actual to potential evapotranspiration 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (4) : 1326-1343
作者:  Peng, Liqing;  Zeng, Zhenzhong;  Wei, Zhongwang;  Chen, Anping;  Wood, Eric F.;  Sheffield, Justin
收藏  |  浏览/下载：9/0  |  提交时间：2019/04/09
aerodynamic conductance  canopy height  decoupling  evapotranspiration  leaf area index  potential evapotranspiration  surface conductance