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Predicting heavy metal contents by applying machine learning approaches and environmental covariates in west of Iran 期刊论文
发表期刊: JOURNAL OF GEOCHEMICAL EXPLORATION. 出版年: 2022, 卷号: 233
作者:  Azizi, Kamran;  Ayoubi, Shamsollah;  Nabiollahi, Kamal;  Garosi, Younes;  Gislum, Rene
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/20
Digital soil mapping  Topographic attributes  Remote sensing  Soil properties  Pollution  
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  
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：33/0  |  提交时间：2021/03/08
Soil science  Pedometry  Random forest  Google earth engine  Uncertainty  
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：20/0  |  提交时间：2020/07/01
random forests  support vector machine  parametric method  rain-fed wheat  barley  
Assessing and monitoring the soil quality of forested and agricultural areas using soil-quality indices and digital soil-mapping in a semi-arid environment 期刊论文
发表期刊: ARCHIVES OF AGRONOMY AND SOIL SCIENCE. 出版年: 2018, 卷号: 64, 期号: 5, 页码: 696-707
作者:  Nabiollahi, Kamal;  Taghizadeh-Mehrjardi, Ruhollah;  Eskandari, Sheler
收藏  |  浏览/下载：18/0  |  提交时间：2019/11/29
Land use change  random forest  minimum data set  scoring method  Kurdistan