IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (Jan 2024)

Cross-Calibration of the Himawari-9 Thermal Infrared Data by Applying a Physical Sea Surface Temperature Method

  • Yukio Kurihara,
  • Misako Kachi

DOI
https://doi.org/10.1109/JSTARS.2024.3483279
Journal volume & issue
Vol. 17
pp. 19730 – 19742

Abstract

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We developed a cross-calibration method to improve sea surface temperature (SST) retrieval from remotely sensed thermal infrared data from space. The cross-calibration method is based on a physical SST method that determines SST by solving the infrared radiative transfer equation. We calibrated the thermal infrared data from Himawari-9, a Japanese geostationary meteorological satellite, using the developed method and the reference observation obtained with the Second-generation Global Imager (SGLI) onboard the Global Change Observation Mission-Climate (GCOM-C) satellite. As a result, the bias and the standard deviation of Himawari-9 SST were improved from $-$0.63 to $-$0.028 K and from 1.2 to 0.73 K, respectively, compared to the buoy data. Consistency between the Himawari-9 SST and SGLI SST was also improved after this calibration. Meanwhile, negative bias remained in the Himawari-9 SST, which was determined using 3.9 $\mu$m data if the observation zenith angle was larger than 50°. This article discusses the cross-calibration method and the validation results of SST retrieved from the calibrated Himawari-9 data.

Keywords