Evaluation of Regressive Analysis Based Sea Surface Temperature Estimation Accuracy with NCEP/GDAS Data

Abstract

In order to evaluate the skin surface temperature (SSST) estimation accuracy with MODIS data, 84 of MODIS scenes together with the match-up data of NCEP/GDAS are used. Through regressive analysis, it is found that 0.305 to 0.417 K of RMSE can be achieved. Furthermore, it also is found that band 29 is effective for atmospheric correction (30.6 to 38.8% of estimation accuracy improvement). If single coefficient set for the regressive equation is used for all the cases, SSST estimation accuracy is around 1.969 K so that the specific coefficient set for the five different cases have to be set.

Authors and Affiliations

Kohei Arai

Keywords

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  • EP ID EP103680
  • DOI 10.14569/IJACSA.2012.031108
  • Views 115
  • Downloads 0

How To Cite

Kohei Arai (2012). Evaluation of Regressive Analysis Based Sea Surface Temperature Estimation Accuracy with NCEP/GDAS Data. International Journal of Advanced Computer Science & Applications, 3(11), 47-52. https://europub.co.uk/articles/-A-103680