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Evaluation of Landsat 8 and Sentinel-2 vegetation indices to predict soil organic carbon using machine learning models

Parya Abbaszad, Farrokh Asadzadeh, Salar Rezapour, Kamal Khosravi Aqdam, Farzin Shabani

2023Modeling Earth Systems and Environment30 citationsDOI

Topics & Concepts

Environmental scienceRandom forestVegetation (pathology)Remote sensingSoil carbonEnhanced vegetation indexSatelliteMean squared errorSoil scienceHydrology (agriculture)Normalized Difference Vegetation IndexSoil waterMachine learningVegetation IndexClimate changeGeologyStatisticsComputer scienceMathematicsEngineeringMedicineOceanographyGeotechnical engineeringPathologyAerospace engineeringSoil Geostatistics and MappingRemote Sensing in AgricultureSoil erosion and sediment transport
Evaluation of Landsat 8 and Sentinel-2 vegetation indices to predict soil organic carbon using machine learning models | Litcius