Digital mapping of soil properties using multiple machine learning in a semi-arid region, central Iran

Mojtaba Zeraatpisheh, Shamsollah Ayoubi, Azam Jafari, +2

Geoderma

CartographyPrecision AgricultureEngineeringGeospatial MappingData Science +11

Remote sensing of soil degradation: Progress and perspective

Jingzhe Wang, Jianing Zhen, Weifang Hu, +4

International Soil and Water Conservation Research

Improving the Spatial Prediction of Soil Organic Carbon Content in Two Contrasting Climatic Regions by Stacking Machine Learning Models and Rescanning Covariate Space

Ruhollah Taghizadeh‐Mehrjardi, Karsten Schmidt, Alireza Amirian‐Chakan, +7

Remote Sensing

EngineeringMachine LearningNeural NetworkSoil Organic CarbonMachine Learning Models +20

Improving the spatial prediction of soil organic carbon using environmental covariates selection: A comparison of a group of environmental covariates

Mojtaba Zeraatpisheh, Younes Garosi, Hamidreza Owliaie, +4

CATENA

Carbon SequestrationBiogeochemistryEngineeringSoil Carbon CycleTerrestrial Ecosystem +6

Assessing the effects of deforestation and intensive agriculture on the soil quality through digital soil mapping

Mojtaba Zeraatpisheh, Esmaeil Bakhshandeh, Mehdi Hosseini, +1

Geoderma

Digital Soil MappingPrecision AgricultureEngineeringLand UseSoil Quality +11

Digital mapping of soil organic carbon using ensemble learning model in Mollisols of Hyrcanian forests, northern Iran

Samaneh Tajik, Shamsollah Ayoubi, Mojtaba Zeraatpisheh

Geoderma Regional

Carbon SequestrationBiogeochemistryEngineeringSoil Carbon CycleSoil Classification +11

Conventional and digital soil mapping in Iran: Past, present, and future

Mojtaba Zeraatpisheh, Azam Jafari, Mohsen Bagheri Bodaghabadi, +5

CATENA

Soil PedologyCartographyGeospatial MappingEngineeringGeomorphology +8

Comparing the efficiency of digital and conventional soil mapping to predict soil types in a semi-arid region in Iran

Mojtaba Zeraatpisheh, Shamsollah Ayoubi, Azam Jafari, +1

Geomorphology

Soil PedologySemi-arid RegionCartographyPrecision AgricultureConventional Soil Mapping +11

Spatial prediction of soil aggregate stability and soil organic carbon in aggregate fractions using machine learning algorithms and environmental variables

Mojtaba Zeraatpisheh, Shamsollah Ayoubi, Zahra Mirbagheri, +2

Geoderma Regional

Organic GeochemistryCarbon SequestrationBiogeochemistryEngineeringSoil Carbon Cycle +8

Erodibility of calcareous soils as influenced by land use and intrinsic soil properties in a semiarid region of central Iran

Shamsollah Ayoubi, Javad Mokhtari, Mohammad Reza Mosaddeghi, +1

Environmental Monitoring and Assessment

Soil PropertyIntrinsic Soil PropertiesEngineeringLand UseGeography +6