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Spatial variability of clay minerals in a semi-arid region of Turkiye 期刊论文
发表期刊: GEODERMA REGIONAL. 出版年: 2024, 卷号: 38
作者:  Gunal, Hikmet;  Acir, Nurullah
收藏  |  浏览/下载：20/0  |  提交时间：2024/10/04
Clay mineral  Covariate  Modeling  Spatial distribution  Prediction  Artificial intelligence  
Contribution of predictive factors of land degradation occurrence applying maximum entropy model 期刊论文
发表期刊: ARID LAND RESEARCH AND MANAGEMENT. 出版年: 2024, 卷号: 38, 期号: 3, 页码: 299-317
作者:  Abolhasani, Azam;  Khosravi, Hassan;  Zehtabian, Gholamreza;  Rahmati, Omid;  Alamdarloo, Esmaeil Heydari;  D'Odorico, Paolo
收藏  |  浏览/下载：20/0  |  提交时间：2024/10/04
Prediction  predictive variable  sensitivity  spatial modeling  
Head-cut gully erosion susceptibility mapping in semi-arid region using machine learning methods: insight from the high atlas, Morocco 期刊论文
发表期刊: FRONTIERS IN EARTH SCIENCE. 出版年: 2023, 卷号: 11
作者:  Baiddah, Abdeslam;  Krimissa, Samira;  Hajji, Sonia;  Ismaili, Maryem;  Abdelrahman, Kamal;  El Bouzekraoui, Meryem;  Eloudi, Hasna;  Elaloui, Abdenbi;  Khouz, Abdellah;  Badreldin, Nasem;  Namous, Mustapha
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/29
soil erosion  spatial prediction  vulnerability assessment  ML performance  semiarid area  
Spatial Prediction of Groundwater Withdrawal Potential Using Shallow, Hybrid, and Deep Learning Algorithms in the Toudgha Oasis, Southeast Morocco 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2023, 卷号: 15, 期号: 5
作者:  Ouali, Lamya;  Kabiri, Lahcen;  Namous, Mustapha;  Hssaisoune, Mohammed;  Abdelrahman, Kamal;  Fnais, Mohammed S. S.;  Kabiri, Hichame;  El Hafyani, Mohammed;  Oubaassine, Hassane;  Arioua, Abdelkrim;  Bouchaou, Lhoussaine
收藏  |  浏览/下载：11/0  |  提交时间：2024/09/29
groundwater potential  spatial prediction  machine learning  performance  water supply  oasis  
Spatial Prediction and Mapping of Gully Erosion Susceptibility Using Machine Learning Techniques in a Degraded Semi-Arid Region of Kenya 期刊论文
发表期刊: LAND. 出版年: 2023, 卷号: 12, 期号: 4
作者:  Were, Kennedy;  Kebeney, Syphyline;  Churu, Harrison;  Mutio, James Mumo;  Njoroge, Ruth;  Mugaa, Denis;  Alkamoi, Boniface;  Ng'etich, Wilson;  Singh, Bal Ram
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/29
soil erosion  land degradation  sustainable land management  landscape restoration  spatial prediction  machine learning  
Improving the spatial prediction of soil organic carbon using environmental covariates selection: A comparison of a group of environmental covariates 期刊论文
发表期刊: CATENA. 出版年: 2022, 卷号: 208
作者:  Zeraatpisheh, Mojtaba;  Garosi, Younes;  Owliaie, Hamid Reza;  Ayoubi, Shamsollah;  Taghizadeh-Mehrjardi, Ruhollah;  Scholten, Thomas;  Xu, Ming
收藏  |  浏览/下载：30/0  |  提交时间：2021/11/19
Soil organic carbon  Spatial prediction  Environmental covariates  Time-series vegetation indices  Machine learning  Uncertainty  
Modelling and mapping of soil erosion susceptibility using machine learning in a tropical hot sub-humid environment 期刊论文
发表期刊: JOURNAL OF CLEANER PRODUCTION. 出版年: 2022, 卷号: 364
作者:  Bag, Rakhohori;  Mondal, Ismail;  Dehbozorgi, Mahroo;  Bank, Subhra Pratim;  Das, Dipendra Nath;  Bandyopadhyay, Jatisankar;  Pham, Quoc Bao;  Al-Quraishi, Ayad M. Fadhil;  Nguyen, Xuan Cuong
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/20
Soil erosion  Soil erosion susceptibility  Spatial prediction  Machine learning  Land degradation  Remote sensing & GIS  Ajodhya Hill  
Large-scale dynamic flood monitoring in an arid-zone floodplain using SAR data and hybrid machine-learning models 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2022, 卷号: 611
作者:  Panahi, Mahdi;  Rahmati, Omid;  Kalantari, Zahra;  Darabi, Hamid;  Rezaie, Fatemeh;  Moghaddam, Davoud Davoudi;  Ferreira, Carla Sofia Santos;  Foody, Giles;  Aliramaee, Ramyar;  Bateni, Sayed M.;  Lee, Chang-Wook;  Lee, Saro
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/20
Flooding  Natural disasters  Spatial prediction  Remote sensing  
Spatial prediction of soil surface properties in an arid region using synthetic soil image and machine learning 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Naimi, Salman;  Ayoubi, Shamsollah;  Dematte, Jose A. M.;  Zeraatpisheh, Mojtaba;  Amorim, Merilyn Taynara Accorsi;  Mello, Fellipe Alcantara de Oliveira
收藏  |  浏览/下载：55/0  |  提交时间：2021/11/29
Spatial prediction  environmental covariates  synthetic soil image (SySI)  Cubist  random forest  machine learning  
Seasonal bean yield forecast for non-irrigated croplands through climate and vegetation index data: Geospatial effects 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION. 出版年: 2021, 卷号: 105
作者:  Angel Gonzalez-Gonzalez, Miguel;  Guertin, David Philip
收藏  |  浏览/下载：30/0  |  提交时间：2022/02/12
Bean yield prediction  Rainfall  Vegetation indices  Spatial modeling