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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:30/0  |  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  
Ensemble estimation of future rainfall extremes with temperature dependent censored simulation 期刊论文
, 2020, 卷号: 136
作者:  Cross D.;  Onof C.;  Winter H.
收藏  |  浏览/下载:23/0  |  提交时间:2020/07/28
Climate change  Climate models  Nearest neighbor search  Rain  Regression analysis  Stochastic systems  Climate change impact  Extremes  K-nearest neighbours  Mechanistic stochastic  Multivariate regression  Parameter estimation  climate modeling  climate prediction  ensemble forecasting  numerical model  parameter estimation  rainfall  regression analysis  uncertainty analysis  weather forecasting  Germany  United Kingdom