Indonesian Journal of Oceanography
Vol 8, No 2 (2026): Indonesian Journal of Oceanography

Evaluating The Accuracy of Gridded Sea Surface Temperature Datasets in Central Java

Iis Widya Harmoko (Doctoral of Marine Science, Faculty of Fisheries and Marine Sciences, Universitas Diponegoro Meteorology, Climatology, and Geophysical Agency)
Muhammad Zainuri (Department of Oceanography, Faculty of Fisheries and Marine Sciences, Universitas Diponegoro)
nindya Wirasatriya (Department of Oceanography, Faculty of Fisheries and Marine Sciences, Universitas Diponegoro)
Supari Supari (Meteorology Climatology and Geophysical Agency)



Article Info

Publish Date
30 May 2026

Abstract

This study evaluates the accuracy of three gridded sea surface temperature (SST) products, OSTIA, RAMSSA, and GAMSSA, against in-situ observations from the in-situ SST Quality Monitor (iQuam) in the waters of Central Java, Indonesia, for the period 2008–2024. Validation is performed for three spatial aggregations: a combined domain (Northern + Southern waters), the Northern Sea, and the Southern Sea. Performance is assessed using standard error metrics (bias, MAE, MAPE, RMSE), scatterplots, annual cycle patterns, and Taylor diagrams to synthesize correlation, variability, and centered RMSE. Results show that OSTIA and RAMSSA consistently outperform GAMSSA across all zones, with the strongest agreement in the Southern Sea, where correlations are highest, and errors are lowest in the Taylor diagram summary. The annual-cycle analysis indicates that all products reproduce the timing of the seasonal SST evolution, including the pronounced cool season in the Southern Sea during the southeast monsoon. However, variability is generally damped in gridded products, particularly in nearshore/complex waters of the Northern Sea. These findings support the operational use of OSTIA and RAMSSA for regional marine monitoring and climate services in Central Java, including anomaly-based advisories and early warning information for ocean-related climate hazards.

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Journal Info

Abbrev

ijoce

Publisher

Subject

Agriculture, Biological Sciences & Forestry Decision Sciences, Operations Research & Management Earth & Planetary Sciences Environmental Science

Description

Indonesian Journal of Oceanography is published by Department of Oceanography, Universitas Diponegoro. The Indonesian Journal of Oceanography is published four times a year in February, May, August and November containing research articles and literature review on Oceanography and Marine aspects in ...