ASTER-Derived High-Resolution Ice Surface Temperature for the Arctic Coast
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- ASTER-Derived High-Resolution Ice Surface Temperature for the Arctic Coast
- Other Titles
- ATSER 위성자료를 이용한 북극연안 고해상도 얼음 표면 온도 추출 연구
- Son, Young-Sun
Lee, Sung Jae
- Remote Sensing
- ASTER; Arctic coast; MODIS; ice surface temperature; sea ice
- Issue Date
- Son, Young-Sun, Kim, Hyun-cheol, Lee, sungjae. 2018. "ASTER-Derived High-Resolution Ice Surface Temperature for the Arctic Coast". REMOTE SENSING, 10(5): 662-674.
- Ice surface temperature (IST) controls the rate of sea ice growth and the heat exchange between atmosphere and ocean. In this study, high resolution IST using the Advanced Spaceborne Thermal Emission and Reflection radiometer (ASTER) thermal infrared region (TIR) images was retrieved to observe the thermal change of coastal sea ice. The regression coefficients of the multi-channel equation using ASTER brightness temperatures () and MODIS ISTs were derived. MODIS IST products (MOD29) were used as an in situ temperature substitute. The ASTER IST using 5-channel from band 10 () to band 14 () showed an RMSE of 0.746 K for the validation images on the Alaskan coast. The uncertainty of the 2-channel ( and ) ASTER IST was 0.497 K, which was better than that of the 5-channel. We thus concluded that the 2-channel equation using ASTER and was an optimal model for the surface temperature retrieval of coastal sea ice. The 2-channel ASTER IST showed similar accuracy at higher latitudes than in Alaska. Therefore, ASTER-derived IST with 90 m spatial resolution can be used to observe small-scale thermal variations on the sea ice surface along the Arctic coast.
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