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Mapping clay mineral types using easily accessible data and machine learning techniques in a scarce data region: A case study in a semi-arid area in Iran 期刊论文
发表期刊: CATENA. 出版年: 2023, 卷号: 223
作者:  Shahrokh, Vajihe;  Khademi, Hossein;  Zeraatpisheh, Mojtaba
收藏  |  浏览/下载：22/0  |  提交时间：2024/09/29
Spatial modeling  Uncertainty  Environmental covariates  Palygorskite  Illite  Kaolinite  
Remote sensing of soil degradation: Progress and perspective 期刊论文
发表期刊: INTERNATIONAL SOIL AND WATER CONSERVATION RESEARCH. 出版年: 2023, 卷号: 11, 期号: 3, 页码: 429-454
作者:  Wang, Jingzhe;  Zhen, Jianing;  Hu, Weifang;  Chen, Songchao;  Lizaga, Ivan;  Zeraatpisheh, Mojtaba;  Yang, Xiaodong
收藏  |  浏览/下载：33/0  |  提交时间：2024/09/29
Soil degradation  Remote sensing  Soil properties  Earth observation  Sustainable development goals  
Numerical modelling of soil-landscape relationships using diversity indices and conditional probability: a case study from an Iranian arid region 期刊论文
发表期刊: SOIL RESEARCH. 出版年: 2023, 卷号: 61, 期号: 7, 页码: 697-716
作者:  Bagheri-Bodaghabadi, Mohsen;  Jafari, Azam;  Zeraatpisheh, Mojtaba;  Owliaie, Hamidreza;  Finke, Peter;  Xu, Ming
收藏  |  浏览/下载：21/0  |  提交时间：2024/09/29
geopedology  numerical analysis  pedodiversity  pedometrics  quantitative pedology  soil geomorphology  soil-landscape relationship  soil mapping  
Spatial variability of soil quality within management zones: Homogeneity and purity of delineated zones 期刊论文
发表期刊: CATENA. 出版年: 2022, 卷号: 209
作者:  Zeraatpisheh, Mojtaba;  Bottega, Eduardo Leonel;  Bakhshandeh, Esmaeil;  Owliaie, Hamid Reza;  Taghizadeh-Mehrjardi, Ruhollah;  Kerry, Ruth;  Scholten, Thomas;  Xu, Ming
收藏  |  浏览/下载：42/0  |  提交时间：2022/02/12
Soil properties  Random forest  Machine learning  Arid and semiarid regions  Statistical analysis  Geostatistics  
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  
Assessment of Soil Redistribution Following Land Rehabilitation with an Apple Orchard in Hilly Regions of Central Iran 期刊论文
发表期刊: AGRONOMY-BASEL. 出版年: 2022, 卷号: 12, 期号: 2
作者:  Ayoubi, Shamsollah;  Mohammadi, Ameneh;  Abdi, Mohammad Reza;  Afshar, Farideh Abbaszadeh;  Wang, Lin;  Zeraatpisheh, Mojtaba
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/20
soil rehabilitation  Cs-137 technique  magnetic susceptibility  random forest  soil quality index  
Spatiotemporal Assessment of Soil Organic Carbon Change Using Machine-Learning in Arid Regions 期刊论文
发表期刊: AGRONOMY-BASEL. 出版年: 2022, 卷号: 12, 期号: 3
作者:  Fathizad, Hassan;  Taghizadeh-Mehrjardi, Ruhollah;  Ardakani, Mohammad Ali Hakimzadeh;  Zeraatpisheh, Mojtaba;  Heung, Brandon;  Scholten, Thomas
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/20
random forest  machine learning  spatial distribution  variable importance analysis  vegetation index  temporal change  
Semi-supervised learning for the spatial extrapolation of soil information 期刊论文
发表期刊: GEODERMA. 出版年: 2022, 卷号: 426
作者:  Taghizadeh-Mehrjardi, Ruhollah;  Sheikhpour, Razieh;  Zeraatpisheh, Mojtaba;  Amirian-Chakan, Alireza;  Toomanian, Norair;  Kerry, Ruth;  Scholten, Thomas
收藏  |  浏览/下载：11/0  |  提交时间：2024/09/20
Digital soil mapping  Support vector machines  Soil classes  Arid regions  
Spatial prediction of soil properties through hybridized random forest model and combination of reflectance spectroscopy and environmental covariates 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2022, 卷号: 37, 期号: 27, 页码: 18172-18195
作者:  Shahabi, Aram;  Nabiollahi, Kamal;  Davari, Masoud;  Zeraatpisheh, Mojtaba;  Heung, Brandon;  Scholten, Thomas;  Taghizadeh-Mehrjardi, Ruhollah
收藏  |  浏览/下载：20/0  |  提交时间：2024/09/20
Sentinel  hyperspectral  machine learning  environmental covariates  clay content  electric conductivity  calcium carbonate semi-arid region  Iran  Kurdistan  
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：58/0  |  提交时间：2021/11/29
Spatial prediction  environmental covariates  synthetic soil image (SySI)  Cubist  random forest  machine learning