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A Novel Model for Soil Organic Matter and Total Nitrogen Detection Based on Visible/Shortwave Near-Infrared Spectroscopy

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Pubblicato in:Land vol. 14, no. 2 (2025), p. 329
Autore principale: Qi, Jiangtao
Altri autori: Cheng, Panting, Zhou, Junbo, Zhang, Mengyi, Gao, Qin, He, Peng, Li, Lujun, Francis Collins Muga, Guo, Li
Pubblicazione:
MDPI AG
Soggetti:
China
Chemical analysis
Environmental monitoring
Nitrogen
Artificial neural networks
Optimization
Back propagation networks
Soil chemistry
Feature selection
Soil fertility
Machine learning
Infrared spectra
Data analysis
Precipitation
Bayesian analysis
Soils
Infrared spectroscopy
Short wave radiation
Algorithms
Methods
Organic matter
Accuracy
Agricultural production
Soil organic matter
Soil nutrients
Agriculture
Data processing
Spectrum analysis
Predictions
Near infrared radiation
Temperature
Nutrients
Plant growth
Mathematical models
Neural networks
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