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Land Suitability Assessment and Agricultural Production Sustainability Using Machine Learning Models 期刊论文
发表期刊: AGRONOMY-BASEL. 出版年: 2020, 卷号: 10, 期号: 4
作者:  Taghizadeh-Mehrjardi, Ruhollah;  Nabiollahi, Kamal;  Rasoli, Leila;  Kerry, Ruth;  Scholten, Thomas
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/01
random forests  support vector machine  parametric method  rain-fed wheat  barley  
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  
Improving the Spatial Prediction of Soil Organic Carbon Content in Two Contrasting Climatic Regions by Stacking Machine Learning Models and Rescanning Covariate Space 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 7
作者:  Taghizadeh-Mehrjardi, Ruhollah;  Schmidt, Karsten;  Amirian-Chakan, Alireza;  Rentschler, Tobias;  Zeraatpisheh, Mojtaba;  Sarmadian, Fereydoon;  Valavi, Roozbeh;  Davatgar, Naser;  Behrens, Thorsten;  Scholten, Thomas
收藏  |  浏览/下载：7/0  |  提交时间：2021/01/07
digital soil mapping  machine learning models  stacking of models  spatial block cross-validation  deep learning  
Investigation of the spatial and temporal variation of soil salinity using random forests in the central desert of Iran 期刊论文
发表期刊: GEODERMA. 出版年: 2020, 卷号: 365
作者:  Fathizad, Hassan;  Ardakani, Mohammad Ali Hakimzadeh;  Sodaiezadeh, Hamid;  Kerry, Ruth;  Taghizadeh-Mehrjardi, Ruhollah
收藏  |  浏览/下载：5/0  |  提交时间：2020/05/22
Remote sensing  Land use  Groundwater  Modeling  Auxiliary data  Random forest model  
Impacts of vegetation anomalies and agricultural drought on wind erosion over Iran from 2000 to 2018 期刊论文
发表期刊: APPLIED GEOGRAPHY. 出版年: 2020, 卷号: 125
作者:  Ebrahimi-Khusfi, Zohre;  Mirakbari, Maryam;  Ebrahimi-Khusfi, Mohsen;  Taghizadeh-Mehrjardi, Ruhollah
收藏  |  浏览/下载：5/0  |  提交时间：2021/07/30
Normalized difference vegetation index  anomaly  Dust concentration anomaly  Mann-Kendall  Soil erosion  Trend analysis  
Effect of interceptor drainage on phosphorus transport and soil chemical characteristics under different cultivation conditions 期刊论文
发表期刊: PADDY AND WATER ENVIRONMENT. 出版年: 2020, 卷号: 19, 期号: 4, 页码: 585-594
作者:  Soltani-Gerdefaramarzi, Somayeh;  Taghizadeh-Mehrjardi, Ruhollah;  Kerry, Ruth;  Shirmardi, Mostafa
收藏  |  浏览/下载：4/0  |  提交时间：2021/07/30
Water management  Leaching  Phosphorus  SAR  EC  
Spatio-temporal dynamic of soil quality in the central Iranian desert modeled with machine learning and digital soil assessment techniques 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2020, 卷号: 118
作者:  Fathizad, Hassan;  Ardakani, Mohammad Ali Hakimzadeh;  Heung, Brandon;  Sodaiezadeh, Hamid;  Rahmani, Asghar;  Fathabadi, Abolhasan;  Scholten, Thomas;  Taghizadeh-Mehrjardi, Ruhollah
收藏  |  浏览/下载：2/0  |  提交时间：2021/01/07
Land degradation  Digital soil mapping  Soil quality index  Random forest  Arid regions