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New strategy based on Hammerstein-Wiener and supervised machine learning for identification of treated wastewater salinization in Al-Hassa region, Saudi Arabia 期刊论文
发表期刊: ENVIRONMENTAL SCIENCES EUROPE. 出版年: 2024, 卷号: 36, 期号: 1
作者:  Shah, Syed Muzzamil Hussain;  Abba, Sani I.;  Yassin, Mohamed A.;  Lawal, Dahiru U.;  Aliyu, Farouq;  Al-Qadami, Ebrahim Hamid Hussein;  Qureshi, Haris U.;  Aljundi, Isam H.;  Asmaly, Hamza A.;  Sammen, Saad Sh.;  Scholz, Miklas
收藏  |  浏览/下载：23/0  |  提交时间：2024/10/04
Salinization  Hammerstein-Wiener model  Support vector regression  Artificial intelligence  Machine learning  SDG6  
Modeling High Pan Evaporation Losses Using Support Vector Machine, Gaussian Processes, and Regression Tree Models 期刊论文
发表期刊: JOURNAL OF HYDROLOGIC ENGINEERING. 出版年: 2024, 卷号: 29, 期号: 5
作者:  Alsumaiei, Abdullah A.
收藏  |  浏览/下载：18/0  |  提交时间：2024/10/04
Pan evaporation  Support vector machine  Gaussian processes  Regression trees  Arid climate  Machine learning  
Simulation of the projected river flow changes using integrated downscaling and Bayesian optimization-tuned kernel-based models 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY. 出版年: 2023
作者:  Roushangar, K.;  Abdelzad, S.;  Shahnazi, S.
收藏  |  浏览/下载：21/0  |  提交时间：2024/09/29
Gaussian process regression  Support vector machine  Bayesian optimization, LARS-WG  Runoff  Semi-arid region  Temperature  
Performance of Machine Learning Techniques for Meteorological Drought Forecasting in the Wadi Mina Basin, Algeria 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 4
作者:  Achite, Mohammed;  Elshaboury, Nehal;  Jehanzaib, Muhammad;  Vishwakarma, Dinesh Kumar;  Pham, Quoc Bao;  Anh, Duong Tran;  Abdelkader, Eslam Mohammed;  Elbeltagi, Ahmed
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/29
meteorological drought  semi-arid regions  support vector machine  additive regression  bagging  random subspace  random forest  
An Integrated GIS and Machine-Learning Technique for Groundwater Quality Assessment and Prediction in Southern Saudi Arabia 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 13
作者:  El-Rawy, Mustafa;  Batelaan, Okke;  Alshehri, Fahad;  Almadani, Sattam;  Ahmed, Mohamed S.;  Elbeltagi, Ahmed
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
water quality index  artificial intelligence  support vector machine  Gaussian process regression  stepwise regression  
Comparative Assessment of Improved SVM Method under Different Kernel Functions for Predicting Multi-scale Drought Index 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2023, 卷号: 37, 期号: 3, 页码: 1367-1399
作者:  Pande, Chaitanya B.;  Kushwaha, N. L.;  Orimoloye, Israel R.;  Kumar, Rohitashw;  Abdo, Hazem Ghassan;  Tolche, Abebe Debele;  Elbeltagi, Ahmed
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/29
SPI  Sensitivity analysis  Support vector machine  Best subset regression  Kernel functions  
Comparison of machine learning and dynamic models for predicting actual vapour pressure when psychrometric data are unavailable 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2022, 卷号: 610
作者:  Qiu, Rangjian;  Li, Longan;  Wu, Lifeng;  Agathokleous, Evgenios;  Liu, Chunwei;  Zhang, Baozhong
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/20
Aridity index  Extreme gradient boosting  Extreme learning machine  Global extreme gradient boosting  Multiple adaptive regression splines  Support vector machine  
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：31/0  |  提交时间：2022/03/17
Flash flood  Logistic regression  Support vector machine  Multi-layer perceptron  Ensemble classifier  
Optimized Model Inputs Selections for Enhancing River Streamflow Forecasting Accuracy Using Different Artificial Intelligence Techniques 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2022, 卷号: 36, 期号: 15, 页码: 5999-6016
作者:  Tofiq, Yahia Mutalib;  Latif, Sarmad Dashti;  Ahmed, Ali Najah;  Kumar, Pavitra;  El-Shafie, Ahmed
收藏  |  浏览/下载：11/0  |  提交时间：2024/09/20
Streamflow prediction  Aswan High Dam  Artificial Neural Network  Support Vector Machine  Random Forest  Boosted Tree Regression  
Airborne imaging spectroscopy for assessing land-use effect on soil quality in drylands 期刊论文
发表期刊: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING. 出版年: 2022, 卷号: 186, 页码: 34-54
作者:  Levi, Nathan;  Karnieli, Arnon;  Paz-Kagan, Tarin
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/20
Soil quality index  Arid environment  Support vector machine-regression  Runoff harvesting system  Agriculture  Grazing