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O-cresol Concentration Online Measurement Based On Near Infrared Spectroscopy Via Partial Least Square Regression
Published on: November 8, 2019
The NIR-SWIR combined atmospheric correction approach for MODIS ocean color data processing.
A new method combines near-infrared (NIR) and shortwave infrared (SWIR) bands for improved atmospheric correction in ocean color data processing. This approach enhances the accuracy of Moderate Resolution Imaging Spectroradiometer (MODIS) products in both open and turbid coastal waters.
Area of Science:
- Earth Science
- Remote Sensing
- Oceanography
Background:
- Moderate Resolution Imaging Spectroradiometer (MODIS) on Aqua provides high-quality ocean color data for open oceans.
- Existing algorithms show significant errors in derived ocean color products for coastal regions.
Purpose of the Study:
- To propose and evaluate a combined near-infrared (NIR) and shortwave infrared (SWIR) band algorithm for atmospheric correction of MODIS-Aqua ocean color data.
- To improve the accuracy and reliability of ocean color products in both open and coastal waters.
Main Methods:
- A turbid water index is computed to identify productive/turbid waters for SWIR algorithm application.
- For non-turbid waters, the standard NIR atmospheric correction algorithm is used.
- The NIR-SWIR combined algorithm is tested using MODIS-Aqua measurements along the U.S. and China east coast regions.
Main Results:
- The NIR-SWIR combined algorithm demonstrates improved ocean color products in tested coastal regions.
- No obvious data discontinuities were observed between NIR and SWIR method applications.
- The approach successfully derives good quality ocean color products for both clear open oceans and turbid coastal waters.
Conclusions:
- The proposed NIR-SWIR combined algorithm effectively enhances MODIS ocean color data processing.
- This method provides a robust solution for accurate ocean color product derivation across diverse aquatic environments.
- The approach ensures seamless data quality for both open ocean and coastal applications.
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