Kamal Nabiollahi

Education

PhD. in Soil Science , Tehran , Iran (2008 - 2012)
Thesis title: Studying the effect of geoforms characteristic on spatial distribution of arsenic in soils of Bijar region, Kurdistan Province, Iran
MSc. in Soil Science , Agricultural and Natural Resource University of Gorgan, Gorgan , Iran (2003 - 2005)
Thesis title: Tnvestigation of soil evolution and its relationship with different forms of potassium in Kharkeh research station of Kurdistan Province
BSc. in Soil Science , Tabriz , Iran (1996 - 2000)
Thesis title:

Courses

Bachelor Of Science

Cartography

Evaluation of land capability

Land evaluation

ُSoil classification

Soil survey and mapping

Soil geography

Soil survey and mapping

Soil genesis

Master Of Science

Land suitability

Advanced soil genesis and classification

َAdvanced genesis and classification

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Research activities

Journal Papers

High-performance soil class delineation via UMAP coupled with machine learning in Kurdistan Province, Iran Roholah taghizade, Kamal Nabiollahi, sayed mohammad taher Hossaini, Nafiseh Kakhani, Maryam Ghebleh-Goydaragh, Shadi Amirian-Chakan, Brandon Heung, Thomas Scholten (2024)

Spatial prediction of soil properties through hybridized random forest model and combination of reflectance spectroscopy and environmental covariates Aram Shahabi, Kamal Nabiollahi, Masoud Davari, Mojtaba Zeraatpisheh, Brandon Heung, Roholah taghizade, Thomas Scholten (2022)

Towards robust smart data-driven soil erodibility index prediction under different scenarios Ataollah Shirzadi, Himan Shahabi, Kamal Nabiollahi, Anuar Ahmad, Fariba golmohamadi, Sushant K. Singh, John J. Clague (2022)

Predicting heavy metal contents by applying machine learning approaches and environmental covariates in west of Iran Kamran Azizi, Shamsollah Ayoubi, Kamal Nabiollahi, Younes Garosi, Rene Gislum (2021)

Land Use and Soil Organic Carbon Stocks—Change Detection over Time Using Digital Soil Assessment: A Case Study from Kamyaran Region, Iran (1988–2018) Kamal Nabiollahi, Shadi shahlaee, Salahudin Zahedi, Roholah taghizade, Ruth Kerry, Thomas Scholten (2021)

Assessing agricultural salt-affected land using digital soil mapping and hybridized random forests Kamal Nabiollahi, Roholah taghizade, Aram Shahabi, Brandon Heung, Shadi Amirian-Chakan, Thomas Scholten, Masoud Davari (2021)

High resolution middle eastern soil attributes mapping via open data and cloud computing Raúl Roberto Poppiel, José Alexandre Melo Demattê, Nícolas Augusto Rosin, Lucas Rabelo Campos, Mahboobeh Tayebi, Mehdi Rahmati, Maryam Ghorbani, Ali Shahriari, Salman Mirzaee, Akram Farshadirad, Saeedeh Atash, Somayeh Dehghani, Mehdi Naderi, Maryam Doustaky, Fatemeh Javaheri, Mojtaba Zeraatpisheh, Hassan Fathizad, Kamal Nabiollahi, Salman Naimi, Najmeh Asgari, Yaser Ostovari, Roholah taghizade, Nikou Hamzehpour, Azam Jafari, Farideh Abbaszadeh Afshar, Samaneh Tajik, Shamsollah Ayoubi, Benito Roberto Bonfatti (2021)

Assessing the Influence of Soil Quality on Rainfed Wheat Yield Kamal Nabiollahi, Heshmatollah Eskandari, Amir Mosavi, Ruth Kerry, Mojtaba Zeraatpisheh, Roholah taghizade (2020)

Land Suitability Assessment and Agricultural Production Sustainability Using Machine Learning Models Roholah taghizade, Kamal Nabiollahi, Leila Rasouli, Ruth Kerry, Thomas Scholten (2020)

Deforestation and cultivation of sparse forest impacts on soil quality (case study: West Iran, Baneh) Masoud Davari, Laila golami, Kamal Nabiollahi, Mehdi Homaei, Hamed Joneidi Jafari (2020)

Assessing soil organic carbon stocks under land uses change scenarios using random forest models Kamal Nabiollahi, Sheler eskandari, Roholah taghizade, Ruth Kerry, John Triantafilis (2019)

Development and analysis of the Soil Water Infiltration Global database Mehdi Rahmati, Lutz Weihermüller, Jan Vanderborght, Yakov A. Pachepsky, Lili Mao, Kamal Nabiollahi (2018)

Assessing and monitoring the soil quality of forested and agricultural areas using soil-quality indices and digital soil-mapping in a semi-arid environment Kamal Nabiollahi, Roholah taghizade, Sheler eskandari (2018)

Comparison of performance of inclinometer casing and TDR technique Sayed Mahmood Fatemi Aghda, Kamal Gangalipour, Kamal Nabiollahi (2018)

Assessing the accuracy of TDR-based water leak detection system Kamal Gangalipour, Sayed Mahmood Fatemi Aghda, Kamal Nabiollahi (2018)

Assessing the effects of slope gradient and land use change on soil quality degradation through digital mapping of soil quality indices and soil loss rate Kamal Nabiollahi, Fariba golmohamadi, Roholah taghizade, Ruth Kerry, Masoud Davari (2018)

Assessment of soil quality indices for salt-affected agricultural land in Kurdistan Province, Iran Kamal Nabiollahi, Roholah taghizade, Ruth Kerry, Shirin moradian (2017)

Digital mapping of soil organic carbon at multiple depths using different data mining techniques in Baneh region, Iran Roholah taghizade, Kamal Nabiollahi, Ruth Kerry (2016)

Comparing data mining classifiers to predict spatial distribution of USDA-family soil groups in Baneh region, Iran Roholah taghizade, Kamal Nabiollahi, Budiman Minasny, John Triantafilis (2015)

Spatial variability of arsenic in relation with some soil forming factors Kamal Nabiollahi, Ahmad Haidari, Noraiar Tomanian, Gholamreza savaghebi, Khosro Mohammadi (2012)

Degradation of Mollisols in Western Iran as Affected by Land Use Change Farhad Khormali, Kamal Nabiollahi (2009)

Forms of K as a function of clay mineralogy and soil development Kamal Nabiollahi, Farhad Khormali, Kambiz Bazargan, Shamsollah Ayoubi (2006)

Conference Papers

Comparison of advanced multicriteria decision and FAO models for land suitability assessment Kamal Nabiollahi, ّFereshteh Molani, Roholah taghizade, Mohammad Hossein Tahari-Mehrjardi, Hadi Shokati, Thomas Scholten, Pegah Khosravani (2024)

Spatial prediction of soil salinity using machine learning algorithms in semi-arid region of Iran Mojtaba Zeraatpisheh, Roholah taghizade, Kamal Nabiollahi, Shirin moradian, Ming Xu (2019)

Machine learning and land suitability assessment for irrigated wheat crop in Kurdistan, Iran Roholah taghizade, Karsten Schmidt, Kamal Nabiollahi, Leila Rasouli, Thomas Scholten (2019)

Simulation of soil organic carbon dynamic in Kurdistan Province meadows Fateme vanaee, Parviz karami, Hamed Joneidi Jafari, Kamal Nabiollahi (2014)

Arsenic Sources in Soils Of Bijar Region, Kurdistan Province, Iran Ahmad Haidari, Kamal Nabiollahi (2014)

The relationship between landuse changes and variability of soil characteristics (Case study: grasslands in Dehgolan region) Fateme vanaee, Parviz karami, Hamed Joneidi Jafari, Kamal Nabiollahi (2013)

Soil-landscape relationships in a small catchment area in western Iran Farhad Khormali, Kamal Nabiollahi (2007)

human impact on the degradation of Mollisols, clay mineralogy and soil potassium status in Kharkeh research station, Kordestan province, Western Iran Farhad Khormali, Kambiz Bazargan, Kamal Nabiollahi (2005)

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Research interests

Soil genesis, classification and Evaluation
Remote sensing and GIS
Digital soil mapping
Clay mineralogy and Micromorphology

Name: Aram Shahabi

AcademicLevel: Master

Field: Soil Resources and Land Evaluation

Thesis: Evaluation of the spectroscopy capability to map some soil properties
Name: Shadi Shahlaee

AcademicLevel: Master

Field: Soil Resources and Land Evaluation

Thesis:
Name: Leila Rasoli

AcademicLevel: Master

Field: Soil Resources and Land Evaluation

Thesis: Land suitability index mapping of rainfed wheat and Barley
Name: Shler Eskandari

AcademicLevel: Master

Field: soil genesis, classification and evaluation

Thesis: Digital mapping of soil organic carbon using artificial neural networks (Case study: Marivan, Kurdistan Province)
Name: Serveh Moradi

AcademicLevel: Master

Field: Soil genesis, classification and evaluation

Thesis: Assessment of deforestation effect on soil quality using soil quality indices
Name: Kamran Azizi

AcademicLevel: Master

Field: Soil genesis, classification and evaluation

Thesis:
Name: Shirin Moradian

AcademicLevel: Master

Field: Soil genesis, classification and evaluation

Thesis: Digital mapping of soil salinity using regression tree (Case study: Ghorveh, Kurdistan province)
Name: Fariba golmohamadi

AcademicLevel: Master

Field: Soil genesis, classification and evaluation

Thesis: Prediction of soil erodibility using terrain attributes and remote sensing

Department manager of soil science and engineering (1393 - 1395)

Kamal Nabiollahi

Education

Courses

Research activities

Research interests

Students

Executive activities

Links