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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：18/0  |  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：16/0  |  提交时间：2021/11/19
Soil organic carbon  Spatial prediction  Environmental covariates  Time-series vegetation indices  Machine learning  Uncertainty  
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：0/0  |  提交时间：2024/09/19
random forest  machine learning  spatial distribution  variable importance analysis  vegetation index  temporal change  
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：0/0  |  提交时间：2024/09/19
soil rehabilitation  Cs-137 technique  magnetic susceptibility  random forest  soil quality index  
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：0/0  |  提交时间：2024/09/19
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：0/0  |  提交时间：2024/09/19
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：39/0  |  提交时间：2021/11/29
Spatial prediction  environmental covariates  synthetic soil image (SySI)  Cubist  random forest  machine learning  
High resolution middle eastern soil attributes mapping via open data and cloud computing 期刊论文
发表期刊: GEODERMA. 出版年: 2021, 卷号: 385
作者:  Poppiel, Raul Roberto;  Melo Dematte, Jose Alexandre;  Rosin, Nicolas Augusto;  Campos, Lucas Rabelo;  Tayebi, Mahboobeh;  Bonfatti, Benito Roberto;  Ayoubi, Shamsollah;  Tajik, Samaneh;  Afshar, Farideh Abbaszadeh;  Jafari, Azam;  Hamzehpour, Nikou;  Taghizadeh-Mehrjardi, Ruhollah;  Ostovari, Yaser;  Asgari, Najmeh;  Naimi, Salman;  Nabiollahi, Kamal;  Fathizad, Hassan;  Zeraatpisheh, Mojtaba;  Javaheri, Fatemeh;  Doustaky, Maryam;  Naderi, Mehdi;  Dehghani, Somayeh;  Atash, Saeedeh;  Farshadirad, Akram;  Mirzaee, Salman;  Shahriari, Ali;  Ghorbani, Maryam;  Rahmati, Mehdi
收藏  |  浏览/下载：18/0  |  提交时间：2021/03/08
Soil science  Pedometry  Random forest  Google earth engine  Uncertainty  
Long-term cultivation effects on soil properties variations in different landforms in an arid region of eastern Iran 期刊论文
发表期刊: CATENA. 出版年: 2021, 卷号: 206
作者:  Maleki, Sedigheh;  Karimi, Alireza;  Zeraatpisheh, Mojtaba;  Poozeshi, Reza;  Feizi, Hassan
收藏  |  浏览/下载：8/0  |  提交时间：2021/11/19
Arid regions  Continuous cultivation  Geomorphology  Soil classification  Soil degradation  Soil salinity  
Ground Observations and Environmental Covariates Integration for Mapping of Soil Salinity: A Machine Learning-Based Approach 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 23
作者:  Naimi, Salman;  Ayoubi, Shamsollah;  Zeraatpisheh, Mojtaba;  Dematte, Jose Alexandre Melo
收藏  |  浏览/下载：5/0  |  提交时间：2022/02/12
soil salinization  machine learning  remote and proximal sensing  Sentinel-2 MSI  SySI  soil health