Enhancing soil organic matter prediction via deep transfer learning from mid-infrared soil spectral library to in-situ field
Junwei Wang, Qi Zou, Bo Xu, Zelin Feng, Huimin Yuan
Topics & Concepts
Transfer of learningPartial least squares regressionCalibrationField (mathematics)Deep learningArtificial intelligenceRemote sensingConvolutional neural networkArtificial neural networkSoil organic matterEnvironmental scienceComputer scienceTransferabilitySoil scienceMachine learningLeast-squares function approximationPattern recognition (psychology)Mean squared errorSoil testLinear regressionData modelingTransfer functionBiological systemOrganic matterSoil Geostatistics and MappingSpectroscopy and Chemometric AnalysesSoil Moisture and Remote Sensing