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Flood susceptibility mapping in an arid region of Pakistan through ensemble machine learning model 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2022
作者:  Yaseen, Andaleeb;  Lu, Jianzhong;  Chen, Xiaoling
收藏  |  浏览/下载：12/0  |  提交时间：2022/03/17
Flash flood  Logistic regression  Support vector machine  Multi-layer perceptron  Ensemble classifier  
Multi-model driven by diverse precipitation datasets increases confidence in identifying dominant factors for runoff change in a subbasin of the Qaidam Basin of China 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2022, 卷号: 802
作者:  Lv, Aifeng;  Qi, Shanshan;  Wang, Gangsheng
收藏  |  浏览/下载：16/0  |  提交时间：2021/11/19
Inland basin  Climatic variation  Human activities  Precipitation products  Predictions in ungauged basins (PUBs)  SWAT  
Performance Assessment of Model Averaging Techniques to Reduce Structural Uncertainty of Groundwater Modeling 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2022
作者:  Jafarzadeh, Ahmad;  Khashei-Siuki, Abbas;  Pourreza-Bilondi, Mohsen
收藏  |  浏览/下载：11/0  |  提交时间：2022/02/12
Mathematical model uncertainty  Mesh less  Radial interpolation method  Consensus prediction  Weight estimation  
Future climate change could reduce irrigated and rainfed wheat water footprint in arid environments 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2022, 卷号: 807
作者:  Deihimfard, Reza;  Rahimi-Moghaddam, Sajjad;  Collins, Brian;  Azizi, Khosro
收藏  |  浏览/下载：8/0  |  提交时间：2022/03/17
APSIM  Evapotranspiration  Iran  RCP scenarios  Multi-model ensemble  Water footprint  
A hybrid framework for forecasting monthly reservoir inflow based on machine learning techniques with dynamic climate forecasts, satellite-based data, and climate phenomenon information 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2021
作者:  Tian, Di;  He, Xiaogang;  Srivastava, Puneet;  Kalin, Latif
收藏  |  浏览/下载：22/0  |  提交时间：2021/11/29
Reservoir inflow forecast  Machine learning  Dynamic climate forecast  Climate indices  Satellite-based soil moisture and evaporation  Multi-model ensemble  
Climate change impacts on pistachio cultivation areas in Iran: a simulation analysis based on CORDEX-MENA multi-model ensembles 期刊论文
发表期刊: THEORETICAL AND APPLIED CLIMATOLOGY. 出版年: 2021, 卷号: 145, 期号: 1-2, 页码: 109-120
作者:  Ahmadi, Hamzeh;  Baaghideh, Mohammad;  Dadashi-Roudbari, Abbasali
收藏  |  浏览/下载：10/0  |  提交时间：2021/07/30
Climate change  CORDEX project  Multi-model ensembles (MME)  Pistachio  Winter chill  
Seasonal meteorological drought projections over Iran using the NMME data 期刊论文
发表期刊: NATURAL HAZARDS. 出版年: 2021
作者:  Moradian, Sogol;  Yazdandoost, Farhad
收藏  |  浏览/下载：4/0  |  提交时间：2021/07/30
Iran  NMME predictions  Seasonal drought forecasting  SPI  
Improved multi-model ensemble forecasts of Iran's precipitation and temperature using a hybrid dynamical-statistical approach during fall and winter seasons 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF CLIMATOLOGY. 出版年: 2021
作者:  Najafi, Husain;  Robertson, Andrew W.;  Massah Bavani, Ali R.;  Irannejad, Parviz;  Wanders, Niko;  Wood, Eric F.
收藏  |  浏览/下载：18/0  |  提交时间：2021/07/30
hybrid  Iran  multi-model ensemble  North American Multi-Model Ensemble (NMME)  Seasonal climate forecasting  
The present and future offshore wind resource in the Southwestern African region 期刊论文
发表期刊: CLIMATE DYNAMICS. 出版年: 2021, 卷号: 56, 期号: 5-6, 页码: 1371-1388
作者:  Lima, Daniela C. A.;  Soares, Pedro M. M.;  Cardoso, Rita M.;  Semedo, Alvaro;  Cabos, William;  Sein, Dmitry V.
收藏  |  浏览/下载：3/0  |  提交时间：2021/07/30
Wind offshore resource  Climate change  Eastern boundary current system  Southwestern African region  Regional climate modelling  
Geospatial Distribution and Projection of Aerosol over Sub-Saharan Africa: Assessment from Remote Sensing and Other Platforms 期刊论文
发表期刊: AEROSOL SCIENCE AND ENGINEERING. 出版年: 2021, 卷号: 5, 期号: 3, 页码: 357-372
作者:  Atai, Godwin;  Ayanlade, Ayansina;  Oluwatimilehin, Isaac Ayo;  Ayanlade, Oluwatoyin Seun
收藏  |  浏览/下载：10/0  |  提交时间：2021/08/05
Remote sensing  Aerosol  Saharan atmospheres  African