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On reliability enhancement of solar PV arrays using hybrid SVR for soiling based on WT and EMD methods 期刊论文
发表期刊: AIN SHAMS ENGINEERING JOURNAL. 出版年: 2024, 卷号: 15, 期号: 6
作者:  Redekar, Abhijeet;  Dhiman, Harsh S.;  Deb, Dipankar;  Muyeen, S. M.
收藏  |  浏览/下载：18/0  |  提交时间：2024/10/04
Soiling forecasting  Wavelet transform  Support vector regression  Empirical mode decomposition  
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：19/0  |  提交时间：2024/10/04
Pan evaporation  Support vector machine  Gaussian processes  Regression trees  Arid climate  Machine learning  
Application of proximal sensing approach to predict cation exchange capacity of calcareous soils using linear and nonlinear data mining algorithms 期刊论文
发表期刊: JOURNAL OF SOILS AND SEDIMENTS. 出版年: 2024, 卷号: 24, 期号: 6, 页码: 2248-2267
作者:  Karami, Ali;  Moosavi, Ali Akbar;  Pourghasemi, Hamid Reza;  Ronaghi, Abdolmajid;  Ghasemi-Fasaei, Reza;  Lado, Marcos
收藏  |  浏览/下载：32/0  |  提交时间：2024/10/04
Multiblock analysis  Partial least squares regression  Pedotransfer functions  Spectrotransfer function  Stepwise multiple linear regression  Support vector regression  Soil spectroscopy  
Estimation of Potato Water Footprint Using Machine Learning Algorithm Models in Arid Regions 期刊论文
发表期刊: POTATO RESEARCH. 出版年: 2024
作者:  Abdel-Hameed, Amal Mohamed;  Abuarab, Mohamed;  Al-Ansari, Nadhir;  Sayed, Hazem;  Kassem, Mohamed A.;  Elbeltagi, Ahmed;  Mokhtar, Ali
收藏  |  浏览/下载：16/0  |  提交时间：2024/10/04
Artificial neural network  Blue water footprint  Random forest  Support vector regression  Water management  
Evaluation of the performance of data-driven approaches for filling monthly precipitation gaps in a semi-arid climate conditions 期刊论文
发表期刊: ACTA GEOPHYSICA. 出版年: 2023, 卷号: 71, 期号: 5, 页码: 2265-2285
作者:  Katipoglu, Okan Mert
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
Artificial neural networks (ANN)  Gaussian processes regression (GPR)  Missing data  Precipitation  Support vector regression (SVR)  Ensemble regression trees (RT)  Linear regression (LR)  
Soil respiration estimation in desertified mining areas based on UAV remote sensing and machine learning 期刊论文
发表期刊: EARTH SCIENCE INFORMATICS. 出版年: 2023, 卷号: 16, 期号: 4, 页码: 3433-3448
作者:  Liu, Ying;  Lin, Jiaquan;  Yue, Hui
收藏  |  浏览/下载：20/0  |  提交时间：2024/09/29
Soil respiration  UAV remote sensing  Desertification mining area  Particle swarm optimization  Support vector regression  
Hyperspectral estimation of chlorophyll content in jujube leaves: integration of derivative processing techniques and dimensionality reduction algorithms 期刊论文
发表期刊: FRONTIERS IN PLANT SCIENCE. 出版年: 2023, 卷号: 14
作者:  Tuerxun, Nigela;  Zheng, Jianghua;  Wang, Renjun;  Wang, Lei;  Liu, Liang
收藏  |  浏览/下载：20/0  |  提交时间：2024/09/29
hyperspectral data  elastic net  LASSO  support vector regression  invertible forest reflectance model  derivative processing  
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  
Improving the estimation accuracy of rapeseed leaf photosynthetic characteristics under salinity stress using continuous wavelet transform and successive projections algorithm 期刊论文
发表期刊: FRONTIERS IN PLANT SCIENCE. 出版年: 2023, 卷号: 14
作者:  Wang, Jingang;  Tian, Tian;  Wang, Haijiang;  Cui, Jing;  Shi, Xiaoyan;  Song, Jianghui;  Li, Tiansheng;  Li, Weidi;  Zhong, Mingtao;  Zhang, Wenxu
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/29
photosynthesis  continuous wavelet transformation  partial least squares regression  support vector machines  brassic anapus