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Variability of hydrogen sources within nominally anhydrous soil across a desert-oasis ecoregion, Northwest China 期刊论文
发表期刊: CATENA. 出版年: 2024, 卷号: 243
作者:  Wang, Shumin;  Zhang, Yongyong;  Kang, Wenrong;  Wu, Shaoxiong
收藏  |  浏览/下载：30/0  |  提交时间：2024/10/04
Landscapes  Lattice water  Soil organic matter  Soil property  Support vector machine  Water equivalent  
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：23/0  |  提交时间：2024/10/04
Soiling forecasting  Wavelet transform  Support vector regression  Empirical mode decomposition  
Spatio-temporal prediction of land use and land cover change in Bahi (Manyoni) Catchment, Tanzania, using multilayer perceptron neural network and cellular automata-Markov chain model 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2024, 卷号: 196, 期号: 1
作者:  Hersi, Naima A. M.;  Mulungu, Deogratias M. M.;  Nobert, Joel
收藏  |  浏览/下载：25/0  |  提交时间：2024/10/04
CA-Markov chain model  LULC change detection  MLP neural network (MLP-NN)  Semi-arid region  Support vector machine (SVM)  Tanzania  
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  
Enhancing Accuracy of Forecasting Monthly Reservoir Inflow by Using Comparison of Three New Hybrid Models: A Case Study of The Droodzan Dam in Iran 期刊论文
发表期刊: IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY-TRANSACTIONS OF CIVIL ENGINEERING. 出版年: 2024
作者:  Khorram, Saeed;  Jehbez, Nima
收藏  |  浏览/下载：21/0  |  提交时间：2024/10/04
Reservoir inflow forecasting  Long short-term memory  Support vector machines  Artificial neural  Fuzzy inference system  Hybrid model  
Study on mapping method of irrigated cultivated land-taking Nebraska as an example 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2024, 卷号: 166
作者:  Zhu, Xiufang;  Liu, Ying;  Xu, Kun
收藏  |  浏览/下载：20/0  |  提交时间：2024/10/04
Feature selection  Cultivated land  Random forest  Support vector machine  Irrigation mapping  
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：20/0  |  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：36/0  |  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：19/0  |  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：18/0  |  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)