%0 Journal Article %1 IJACSA.2012.031108 %A Arai, Kohei %D 2012 %J International Journal of Advanced Computer Science and Applications(IJACSA) %K AQUA/MODIS MODTRAN; NCEP/GDAS; Regressive Skin Split Terra Thermal analysis; and infrared method; radiometer; sea surface temperature; window %N 11 %T Evaluation of Regressive Analysis Based Sea Surface Temperature Estimation Accuracy with NCEP/GDAS Data %U http://ijacsa.thesai.org/ %V 3 %X 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.

@article{IJACSA.2012.031108, 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.}, added-at = {2014-02-21T08:00:08.000+0100}, author = {Arai, Kohei}, biburl = {https://www.bibsonomy.org/bibtex/2bdeaf02553d5937eaa57764ece5ed6e3/thesaiorg}, interhash = {25119e1c6551416af1e498a2a1881b55}, intrahash = {bdeaf02553d5937eaa57764ece5ed6e3}, journal = {International Journal of Advanced Computer Science and Applications(IJACSA)}, keywords = {AQUA/MODIS MODTRAN; NCEP/GDAS; Regressive Skin Split Terra Thermal analysis; and infrared method; radiometer; sea surface temperature; window}, number = 11, timestamp = {2014-02-21T08:00:08.000+0100}, title = {{Evaluation of Regressive Analysis Based Sea Surface Temperature Estimation Accuracy with NCEP/GDAS Data}}, url = {http://ijacsa.thesai.org/}, volume = 3, year = 2012 }