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Knowledge Resource Center for Ecological Environment in Arid Area
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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
Creator:
Azizi, Kamran
;
Ayoubi, Shamsollah
;
Nabiollahi, Kamal
;
Garosi, Younes
;
Gislum, Rene
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View/Download:2/0
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Submit date: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
Creator:
Shahabi, Aram
;
Nabiollahi, Kamal
;
Davari, Masoud
;
Zeraatpisheh, Mojtaba
;
Heung, Brandon
;
Scholten, Thomas
;
Taghizadeh-Mehrjardi, Ruhollah
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View/Download:4/0
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Submit date: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
Creator:
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
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Submit date: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
Creator:
Taghizadeh-Mehrjardi, Ruhollah
;
Nabiollahi, Kamal
;
Rasoli, Leila
;
Kerry, Ruth
;
Scholten, Thomas
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Submit date: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
Creator:
Nabiollahi, Kamal
;
Taghizadeh-Mehrjardi, Ruhollah
;
Eskandari, Sheler
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View/Download:7/0
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Submit date:2019/11/29
Land use change
random forest
minimum data set
scoring method
Kurdistan