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Related Experiment Video

Updated: Feb 10, 2026

Measuring and Mapping Patterns of Soil Erosion and Deposition Related to Soil Carbonate Concentrations Under Agricultural Management
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[Ground-based Hyperspectral Coupled Interpretable Integrated Machine Learning for Salinity and pH Inversion in

Hua-Yu Huang1, Qi-Dong Ding1, Jun-Hua Zhang1

  • 1College of Ecology and Environmental Science, Ningxia University, Yinchuan 750021, China.

Huan Jing Ke Xue= Huanjing Kexue
|February 9, 2026
PubMed
Summary
This summary is machine-generated.

This study developed advanced models to monitor soil salinity and alkalinity using hyperspectral and microwave remote sensing data. Machine learning algorithms accurately predicted soil properties, aiding sustainable land management.

Area of Science:

  • Agricultural Science
  • Remote Sensing
  • Soil Science
  • Machine Learning
Keywords:
Hetao PlainShapley additive explanationscompetitive adaptive reweighted sampling (CARS)environmental variablesground-based hyperspectralsoil salinity

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