Soil suitability classification for crop selection in precision agriculture using GBRT-based hybrid DNN surrogate models
Showkat Ahmad Bhat, Imtiyaz Hussain, Nen-Fu Huang
Topics & Concepts
Feature selectionArtificial neural networkHyperparameterArtificial intelligenceMachine learningComputer scienceRandom forestSoil classificationSelection (genetic algorithm)Agricultural engineeringPattern recognition (psychology)Soil waterSoil scienceEnvironmental scienceEngineeringSmart Agriculture and AISoil and Land Suitability AnalysisIrrigation Practices and Water Management