Validation of the remotely sensed nighttime sea surface temperature in the shallow waters at the Dongsha Atoll

  • Author(s): Xiaoju Pan, George T. F. Wong, Thomas M. DeCarlo, Jen-Hua Tai, and Anne L. Cohen
  • DOI: 10.3319/TAO.2017.03.30.01
  • Keywords: Sea surface temperature, Validation, Remote sensing, Dongsha Atoll, Shallow waters, Calibration
  • A cool bias of MODIS-Aqua SST occurred in the shallow waters at the Dongsha Atoll
  • An operational calibration algorithm increased the accuracy of MODIS-Aqua SST
  • SST-based evaluation on the risk of thermal stress of corals should be re-viewed
Abstract

Fine scale temperature structures, which are commonly found in the top few meters of shallow water columns, may result in deviations of the remotely sensed night-time sea surface temperatures (SST) by the MODIS-Aqua sensor (SSTsat) from the bulk sea surface temperatures (SSTbulk) that they purport to represent. The discrepancies between SSTsat and SSTbulk recorded by temperature loggers at eight stations with bottom depths of 2 to 20 m around the Dongsha Atoll (DSA) between June 2013 and May 2015 were examined. The SSTsat had an average cool bias error of -0.43±0.59 °C. The bias error was larger in the warmer (> 26 °C) waters which were presumably more strongly stratified. The root mean square error (RMSE) between SSTsat and SSTbulk, ±0.73 °C, was 25% larger than that reported in the open northern South China Sea. An operational calibration algorithm was developed to increase the accuracy in the estimation of SSTbulk from SSTsat. In addition to removing the cool bias error, this algorithm also reduced the RMSE to virtually the same level as that found in the open northern South China Sea.With the application of the algorithm, in June 2015, the average SST in the lagoon of the DSA was raised by about 0.5 °C to 31.1±0.4 °C, and the area of lagoon with SSTbulk above 31 °C, the median value of the physiological temperature threshold of reef organisms, was increased by 69% to about three quarters of the lagoon.

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