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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：29/0 | 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 |
| Multi-model ensemble predictions of precipitation and temperature using machine learning algorithms 期刊论文
Atmospheric Research, 2020, 卷号: 236
作者: Ahmed K.; Sachindra D.A.; Shahid S.; Iqbal Z.; Nawaz N.; Khan N.
收藏 | 浏览/下载：43/0 | 提交时间：2020/03/12 |
| Selection of GCMs for the projection of spatial distribution of heat waves in Pakistan 期刊论文
Atmospheric Research, 2020, 卷号: 233
作者: Khan N.; Shahid S.; Ahmed K.; Wang X.; Ali R.; Ismail T.; Nawaz N.
收藏 | 浏览/下载：39/0 | 提交时间：2020/03/12 |
| Evaluation of global climate models for precipitation projection in sub-Himalaya region of Pakistan 期刊论文
Atmospheric Research, 2020, 卷号: 245
作者: Iqbal Z.; Shahid S.; Ahmed K.; Ismail T.; Khan N.; Virk Z.T.; Johar W.
收藏 | 浏览/下载：23/0 | 提交时间：2020/10/26 |
| Evaluation of global climate models for precipitation projection in sub-Himalaya region of Pakistan 期刊论文
, 2020, 卷号: 245
作者: Iqbal Z.; Shahid S.; Ahmed K.; Ismail T.; Khan N.; Virk Z.T.; Johar W.
收藏 | 浏览/下载：22/0 | 提交时间：2020/07/28
Climate change Earth (planet) Regression analysis Support vector machines Water resources Annual precipitation Climate change projections Global climate model Multi-model ensemble Similarity assessment Spatio-temporal changes Support vector machine recursive feature eliminations Water resources management Climate models algorithm annual variation climate modeling ensemble forecasting precipitation assessment precipitation intensity spatiotemporal analysis support vector machine Pakistan |
| Spatiotemporal changes in aridity of Pakistan during 1901-2016 期刊论文
Hydrology and Earth System Sciences, 2019, 卷号: 23, 期号: 7
作者: Ahmed K.; Shahid S.; Wang X.; Nawaz N.; Khan N.
收藏 | 浏览/下载：15/0 | 提交时间：2021/01/06 |
| Prediction of heat waves in Pakistan using quantile regression forests 期刊论文
Atmospheric Research, 2019, 卷号: 221
作者: Khan N.; Shahid S.; Juneng L.; Ahmed K.; Ismail T.; Nawaz N.
收藏 | 浏览/下载：19/0 | 提交时间：2021/01/18 |
