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Characterizing and mapping cropping patterns in a complex agro-ecosystem: An iterative participatory mapping procedure using machine learning algorithms and MODIS vegetation indices

Gudina Legese Feyisa, Leo Kris Palao, Andy Nelson, Murali Krishna Gumma, Ambica Paliwal, Khin Thawda Win, Khin Htar Nge, David E. Johnson

2020Computers and Electronics in Agriculture53 citationsDOIOpen Access PDF

Topics & Concepts

Normalized Difference Vegetation IndexCroppingRandom forestRemote sensingPrecision agricultureVegetation (pathology)Enhanced vegetation indexComputer scienceSupport vector machineAlgorithmMachine learningAgricultureEnvironmental scienceLeaf area indexGeographyVegetation IndexEcologyArchaeologyMedicineBiologyPathologyRemote Sensing in AgricultureLand Use and Ecosystem ServicesRemote Sensing and Land Use
Characterizing and mapping cropping patterns in a complex agro-ecosystem: An iterative participatory mapping procedure using machine learning algorithms and MODIS vegetation indices | Litcius