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Prediction of droughts over Pakistan using machine learning algorithms 期刊论文
, 2020, 卷号: 139
作者:  Khan N.;  Sachindra D.A.;  Shahid S.;  Ahmed K.;  Shiru M.S.;  Nawaz N.
收藏  |  浏览/下载:41/0  |  提交时间:2020/07/28
Atmospheric humidity  Climate change  Drought  Forecasting  Learning algorithms  Nearest neighbor search  Neural networks  Support vector machines  Wind  Atmospheric research  K nearest neighbours (k-NN)  K-nearest neighbours  National centres for environmental predictions  Pakistan  Recursive feature elimination  Temporal and spatial  Vulnerable communities  Learning systems  algorithm  artificial neural network  climate prediction  drought  machine learning  numerical model  precipitation (climatology)  Arabian Sea  Caspian Sea  Indian Ocean  Pakistan  
Investigation of precipitation concentration and trends and their potential drivers in the major river basins of Central Asia 期刊论文
, 2020, 卷号: 245
作者:  Yang P.;  Zhang Y.;  Xia J.;  Sun S.
收藏  |  浏览/下载:37/0  |  提交时间:2020/07/28
Atmospheric pressure  Resonance  Risk assessment  Climate prediction centers  Interpolated precipitation  National centers for environmental predictions  North Atlantic oscillations  Pacific decadal oscillation  Southern oscillation index  Temporal and spatial changes  Temporal and spatial variability  Climate change  
Joint modeling of precipitation and temperature under influences of El Niño Southern Oscillation for compound event evaluation and prediction 期刊论文
, 2020, 卷号: 245
作者:  Hao Z.;  Zhang X.;  Singh V.P.;  Hao F.
收藏  |  浏览/下载:29/0  |  提交时间:2020/07/28
Agricultural robots  Atmospheric pressure  Forecasting  Probability distributions  Conditional distribution  Conditional probabilities  Evaluation and predictions  Joint distributions  Joint probability  Probabilistic prediction  Southern oscillation  Statistical approach  Climatology  air temperature  atmospheric modeling  El Nino-Southern Oscillation  numerical model  precipitation assessment  prediction  probability  statistical analysis  Australia  Canada  South Africa  South America  Southeast Asia  
Assessment of NCMRWF Global Ensemble System with differing ensemble populations for Tropical cyclone prediction 期刊论文
, 2020, 卷号: 244
作者:  Chakraborty P.;  Sarkar A.;  Kumar S.;  George J.P.;  Rajagopal E.N.;  Bhatla R.
收藏  |  浏览/下载:27/0  |  提交时间:2020/07/28
Errors  Hurricanes  Precipitation (meteorology)  Probability distributions  Storms  Tropics  Uncertainty analysis  Wind  Computational requirements  Continuous ranked probability scores  Cumulative distribution  Discriminating abilities  Ensemble prediction systems  Numerical weather prediction models  Relative operating characteristics  Tropical cyclone predictions  Weather forecasting  ensemble forecasting  precipitation intensity  prediction  storm track  tropical cyclone  weather forecasting  wind velocity  
Roles of Tibetan Plateau vortices in the heavy rainfall over southwestern China in early July 2018 期刊论文
, 2020, 卷号: 245
作者:  Li L.;  Zhang R.;  Wu P.;  Wen M.;  Duan J.
收藏  |  浏览/下载:37/0  |  提交时间:2020/07/28
Vortex flow  Eastern China  Eastern Tibetan plateau  Global analysis  Global data assimilation system  Heavy rainfall  Precipitation predictions  Tibetan Plateau  Vertical vorticity  Rain  atmospheric motion  climate modeling  data assimilation  precipitation (climatology)  rainfall  vortex  vorticity  weather forecasting  China  Qinghai-Xizang Plateau  
Quality control and estimation of global solar radiation in China 期刊论文
SOLAR ENERGY, 2010, 卷号: 84, 期号: 3
作者:  Tang, Wenjun;  Yang, Kun;  He, Jie;  Qin, Jun
收藏  |  浏览/下载:29/0  |  提交时间:2022/06/21
ARTIFICIAL NEURAL-NETWORKS  BROAD-BAND MODELS  SUNSHINE DURATION  IRRADIANCE PREDICTIONS  PERFORMANCE ASSESSMENT  HYDROLOGICAL MODEL  RIVER-BASIN  TEMPERATURE  SIMULATION  PRECIPITATION