Arid

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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:14/0  |  提交时间:2021/11/19
Soil organic carbon  Spatial prediction  Environmental covariates  Time-series vegetation indices  Machine learning  Uncertainty  
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:37/0  |  提交时间:2021/11/29
Spatial prediction  environmental covariates  synthetic soil image (SySI)  Cubist  random forest  machine learning  
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:2/0  |  提交时间:2022/02/12
soil salinization  machine learning  remote and proximal sensing  Sentinel-2 MSI  SySI  soil health  
Conventional and digital soil mapping in Iran: Past, present, and future 期刊论文
发表期刊: CATENA. 出版年: 2020, 卷号: 188
作者:  Zeraatpisheh, Mojtaba;  Jafari, Azam;  Bodaghabadi, Mohsen Bagheri;  Ayoubi, Shamsollah;  Taghizadeh-Mehrjardi, Ruhollah;  Toomanian, Norair;  Kerry, Ruth;  Xu, Ming
收藏  |  浏览/下载:9/0  |  提交时间:2020/05/22
Soil survey  Environmental variables  Soil properties and classes  Legacy soil map  Soil-landscape modeling  Machine learning  
Incorporating environmental variables, remote and proximal sensing data for digital soil mapping of USDA soil great groups 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF REMOTE SENSING. 出版年: 2020, 卷号: 41, 期号: 19, 页码: 7624-7648
作者:  Asgari, Najmeh;  Ayoubi, Shamsollah;  Jafari, Azam;  Dematte, Jose A. M.
收藏  |  浏览/下载:7/0  |  提交时间:2021/01/07
Digital mapping of soil properties using multiple machine learning in a semi-arid region, central Iran 期刊论文
发表期刊: GEODERMA. 出版年: 2019, 卷号: 338, 页码: 445-452
作者:  Zeraatpisheh, Mojtaba;  Ayoubi, Shamsollah;  Jafari, Azam;  Tajik, Samaneh;  Finke, Peter
收藏  |  浏览/下载:16/0  |  提交时间:2019/11/29
Environmental covariates  Soil characteristics  Spatial prediction  Modeling accuracy  
The extrapolation of soil great groups using multinomial logistic regression at regional scale in arid regions of Iran 期刊论文
发表期刊: GEODERMA. 出版年: 2018, 卷号: 315, 页码: 36-48
作者:  Afshar, Farideh Abbaszadeh;  Ayoubi, Shamsollah;  Jafari, Azam
收藏  |  浏览/下载:1/0  |  提交时间:2019/11/29
Digital soil mapping  Extrapolation  Calibrated-in  Multinomial logistic regression  
Comparing the efficiency of digital and conventional soil mapping to predict soil types in a semi-arid region in Iran 期刊论文
发表期刊: GEOMORPHOLOGY. 出版年: 2017, 卷号: 285, 页码: 186-204
作者:  Zeraatpisheh, Mojtaba;  Ayoubi, Shamsollah;  Jafari, Azam;  Finke, Peter
收藏  |  浏览/下载:5/0  |  提交时间:2019/11/29
Digital soil mapping  Conventional soil mapping  Map purity  Modelling efficiency  Multinomial logistic regression  Random forest  
Using ground-penetrating radar to explore the cemented soil horizon in an arid region in Iran 期刊论文
发表期刊: NEAR SURFACE GEOPHYSICS. 出版年: 2017, 卷号: 15, 期号: 1, 页码: 103-110
作者:  Afshar, Farideh Abbaszadeh;  Ayoubi, Shamsollah;  Castrignano, Annamaria;  Quarto, Ruggiero;  Ardekani, Mohammad Reza Mahmoudzadeh
收藏  |  浏览/下载:3/0  |  提交时间:2019/11/29
Prediction of soil surface salinity in arid region of central Iran using auxiliary variables and genetic programming 期刊论文
发表期刊: ARID LAND RESEARCH AND MANAGEMENT. 出版年: 2016, 卷号: 30, 期号: 1, 页码: 49-64
作者:  Taghizadeh-Mehrjardi, Ruhollah;  Ayoubi, Shamsollah;  Namazi, Zeinab;  Malone, B. P.;  Zolfaghari, Ali A.;  Sadrabadi, F. Roustaei
Adobe PDF(1462Kb)  |  收藏  |  浏览/下载:18/4  |  提交时间:2019/11/29
Auxiliary data  digital soil mapping  Iran  EM38