Mapping Soil Organic Carbon by Integrating Time-Series Sentinel-2 Data, Environmental Covariates and Multiple Ensemble Models

Mapping Soil Organic Carbon by Integrating Time-Series Sentinel-2 Data, Environmental Covariates and Multiple Ensemble Models

Despite extensive use of Sentinel-2 (S-2) data for mapping soil organic carbon (SOC), how to fully mine the potential of time-series S-2 data still remains unclear. To fill this gap, this study introduced an innovative approach for mining time-series data. Using 200 top soil organic carbon samples a...

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Bibliographic Details
Main Authors: Zhibo Cui, Songchao Chen, Bifeng Hu, Nan Wang, Chunhui Feng, Jie Peng
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Sensors
Subjects:
Sentinel-2
soil organic carbon
textural information
ensemble model
Online Access:https://www.mdpi.com/1424-8220/25/7/2184
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https://www.mdpi.com/1424-8220/25/7/2184

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