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Spatial Downscaling of GRACE Data Based on XGBoost Model for Improved Understanding of Hydrological Droughts in the Indus Basin Irrigation System (IBIS) 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 4
作者:  Ali, Shoaib;  Khorrami, Behnam;  Jehanzaib, Muhammad;  Tariq, Aqil;  Ajmal, Muhammad;  Arshad, Arfan;  Shafeeque, Muhammad;  Dilawar, Adil;  Basit, Iqra;  Zhang, Liangliang;  Sadri, Samira;  Niaz, Muhammad Ahmad;  Jamil, Ahsan;  Khan, Shahid Nawaz
收藏  |  浏览/下载：5/0  |  提交时间：2024/01/31
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  
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：51/0  |  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：51/0  |  提交时间：2020/03/12
Prediction of heat waves in Pakistan using quantile regression forests 期刊论文
ATMOSPHERIC RESEARCH, 2019, 卷号: 221, 页码: 1-11
作者:  Khan, Najeebullah;  Shahid, Shamsuddin;  Juneng, Liew;  Ahmed, Kamal;  Ismail, Tarmizi;  Nawaz, Nadeem
收藏  |  浏览/下载：30/0  |  提交时间：2019/11/07
Trends in heat wave related indices in Pakistan 期刊论文
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2019, 卷号: 33, 期号: 1, 页码: 287-302
作者:  Khan, Najeebullah;  Shahid, Shamsuddin;  Ismail, Tarmizi;  Ahmed, Kamal;  Nawaz, Nadeem
收藏  |  浏览/下载：30/0  |  提交时间：2019/11/07
Modeling climate change impacts on precipitation in arid regions of Pakistan: a non-local model output statistics downscaling approach 期刊论文
THEORETICAL AND APPLIED CLIMATOLOGY, 2019, 卷号: 137, 期号: 1-2, 页码: 1347-1364
作者:  Ahmed, Kamal;  Shahid, Shamsuddin;  Nawaz, Nadeem;  Khan, Najeebullah
收藏  |  浏览/下载：33/0  |  提交时间：2019/11/07
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, 页码: 3081-3096
作者:  Ahmed, Kamal;  Shahid, Shamsuddin;  Wang, Xiaojun;  Nawaz, Nadeem;  Khan, Najeebullah
收藏  |  浏览/下载：49/0  |  提交时间：2019/11/07
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：28/0  |  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：24/0  |  提交时间：2021/01/18