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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：39/0 | 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：49/0 | 提交时间：2020/03/12 |
| Selection of multi-model ensemble of general circulation models for the simulation of precipitation and maximum and minimum temperature based on spatial assessment metrics 期刊论文
Hydrology and Earth System Sciences, 2019, 卷号: 23, 期号: 11
作者: Ahmed K.; Sachindra D.A.; Shahid S.; Demirel M.C.; Chung E.-S.
收藏 | 浏览/下载：32/0 | 提交时间：2021/01/06 |
| Statistical downscaling of general circulation model outputs to precipitation; evaporation and temperature using a key station approach 期刊论文
Journal of Water and Climate Change, 2016, 卷号: 7, 期号: 4
作者: Sachindra D.A.; Huang F.; Barton A.; Perera B.J.C.
收藏 | 浏览/下载：41/0 | 提交时间：2020/11/23 |
| Statistical downscaling of general circulation model outputs to evaporation; minimum temperature and maximum temperature using a key-predictand and key-station approach 期刊论文
Journal of Water and Climate Change, 2015, 卷号: 6, 期号: 2
作者: Sachindra D.A.; Huang F.; Barton A.F.; Perera B.J.
收藏 | 浏览/下载：29/0 | 提交时间：2020/11/23 |
| Statistical downscaling of general circulation model outputs to catchment scale hydroclimatic variables: Issues; challenges and possible solutions 期刊论文
Journal of Water and Climate Change, 2014, 卷号: 5, 期号: 4
作者: Sachindra D.A.; Huang F.; Barton A.; Perera B.J.C.
收藏 | 浏览/下载：63/0 | 提交时间：2020/11/23 |
