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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：26/0  |  提交时间：2024/10/04
Landscapes  Lattice water  Soil organic matter  Soil property  Support vector machine  Water equivalent  
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：22/0  |  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  
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：19/0  |  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：16/0  |  提交时间：2024/10/04
Pan evaporation  Support vector machine  Gaussian processes  Regression trees  Arid climate  Machine learning  
Spatiotemporal fusion of multi-source remote sensing data for estimating aboveground biomass of grassland 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2023, 卷号: 146
作者:  Zhou, Yajun;  Liu, Tingxi;  Batelaan, Okke;  Duan, Limin;  Wang, Yixuan;  Li, Xia;  Li, Mingyang
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/29
Biomass  Spatiotemporal data fusion  Support Vector Machine  Xilin River Basin  
Ecosystem restoration and degradation monitoring using ecological indices 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY. 出版年: 2023, 卷号: 20, 期号: 2, 页码: 1713-1724
作者:  Mir, M.;  Maleki, S.;  Rahdari, V.
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/29
Availability of water  Ecosystem  Landscape metrics  Sand and dust storms  Support vector machine  Water birds' habitat  
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：19/0  |  提交时间：2024/09/29
Gaussian process regression  Support vector machine  Bayesian optimization, LARS-WG  Runoff  Semi-arid region  Temperature  
An Ensemble Learning Approach for Land Use/Land Cover Classification of Arid Regions for Climate Simulation: A Case Study of Xinjiang, Northwest China 期刊论文
发表期刊: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 出版年: 2023, 卷号: 16, 页码: 2413-2426
作者:  Du, Haoyang;  Li, Manchun;  Xu, Yunyun;  Zhou, Chen
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/29
Ensemble learning  Classification algorithms  Remote sensing  Support vector machines  Machine learning algorithms  Climate change  Radio frequency  Arid areas  China  ensemble learning  land use  land cover classification  machine learning  
Temperature Reconstruction in the Southern Margin of Taklimakan Desert from Tamarix Cones Using GWO-SVM Model 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2023, 卷号: 15, 期号: 14
作者:  Li, Zhiguang;  Wang, Zitong;  Cui, Can;  Zhang, Shuo;  Zhao, Yuanjie
收藏  |  浏览/下载：11/0  |  提交时间：2024/09/29
Tamarix cones  temperature reconstruction  support vector machine  southern margin of Taklimakan Desert