Soil organic matter content prediction using Vis-NIRS based on different wavelength optimization algorithms and inversion models
Wei Zhou, Jieyun Xiao, Haoran Li, Qi Chen, Ting Wang, Qian Wang, Guirui Yu
Topics & Concepts
Inversion (geology)Partial least squares regressionAlgorithmTopsoilWavelengthVariable eliminationOptimization algorithmComputer scienceRandom forestSampling (signal processing)Environmental scienceSoil scienceMathematical optimizationMathematicsArtificial intelligenceMachine learningSoil waterMaterials scienceGeologyOptoelectronicsFilter (signal processing)Structural basinPaleontologyComputer visionInferenceSoil Geostatistics and MappingSpectroscopy and Chemometric AnalysesRemote Sensing in Agriculture