Ensemble and transfer learning of soil inorganic carbon with visible near-infrared spectra

Ensemble and transfer learning of soil inorganic carbon with visible near-infrared spectra

Soil inorganic carbon (SIC) dominates the soil carbon pools in semi-arid and arid areas globally. Variations in the SIC pool would substantially affect the atmospheric CO2 concentrations. The rapid and accurate measurement of SIC content using visible near-infrared (Vis-NIR) spectroscopy is of high...

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Bibliographic Details
Main Authors: Yu Wang, Keyang Yin, Bifeng Hu, Yongsheng Hong, Songchao Chen, Jing Liu, Lili Yang, Jie Peng, Zhou Shi
Format: Article
Language:English
Published: Elsevier 2025-04-01
Series:Geoderma
Subjects:
Soil inorganic carbon
Vis-NIR spectroscopy
Stacking model
Model transfer
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S0016706125000953
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