研究目的
To perform vicarious validation of Sentinel-2 Level-1 products using the DIMITRI database to assess data quality, monitor radiometric evolution, and ensure mission requirements are met.
研究成果
The vicarious validation using DIMITRI shows that Sentinel-2 MSI-A/B sensors have good radiometric stability and performance, meeting mission requirements with a slight discrepancy of about 1% between sensors. A decrease in B8A band signal at Algeria-3 is attributed to human activities, but overall product quality is stable.
研究不足
The PICS methodology in DIMITRI has limitations for band B05 (705 nm), and the time-series for MSI-B is shorter, leading to higher scattering in results. The study is limited to specific validation sites and methods approved within the S2MPC framework.
1:Experimental Design and Method Selection:
The study uses three vicarious calibration methods (Rayleigh scattering, Desert PICS, and Sensor-to-Sensor inter-calibration) implemented in the DIMITRI software package for radiometric validation of Sentinel-2 MSI Level-1C products.
2:Sample Selection and Data Sources:
Data from Sentinel-2A (July 2015-December 2017) and Sentinel-2B (March-December 2017) are used, focusing on six ocean sites and six desert sites (e.g., Algeria-3, Libya-1) for validation.
3:List of Experimental Equipment and Materials:
The DIMITRI database and software, which includes routines for TOA reflectance comparison and a database of L1 products from various sensors.
4:Experimental Procedures and Operational Workflow:
Data ingestion, cloud screening, application of vicarious methods (e.g., Rayleigh method over sub-ROIs, PICS method over defined regions), and computation of ratios (observed to simulated TOA reflectance).
5:Data Analysis Methods:
Statistical analysis of ratios, error bar computation for uncertainties, and trend monitoring over time.
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