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dc.contributor.authorDorji, P.
dc.contributor.authorFearns, Peter
dc.date.accessioned2018-08-08T04:44:08Z
dc.date.available2018-08-08T04:44:08Z
dc.date.created2018-08-08T03:50:45Z
dc.date.issued2018
dc.identifier.citationDorji, P. and Fearns, P. 2018. Atmospheric correction of geostationary Himawari-8 satellite data for Total Suspended Sediment mapping: A case study in the Coastal Waters of Western Australia. ISPRS Journal of Photogrammetry and Remote Sensing. 144: pp. 81-93.
dc.identifier.urihttp://hdl.handle.net/20.500.11937/70247
dc.identifier.doi10.1016/j.isprsjprs.2018.06.019
dc.description.abstract

Recent studies in the application of geostationary satellite sensors, such as the Spinning Enhanced Visible and InfraRed Imager (SEVIRI) onboard the European Union's meteorological satellite, and the Geostationary Ocean Color Imager (GOCI) from South Korea, to monitor the Total Suspended Sediment (TSS) in coastal waters have shown that the higher temporal dynamics in the coastal processes can be better achieved with high temporal resolution geostationary satellite sensors. The availability of the geostationary satellite, Himawari-8 carrying the Advanced Himawari Imager (AHI) sensor with visible, Near InfraRed (NIR) and Shortwave InfraRed (SWIR) bands over the coastal waters of Australia has prompted this study to test the feasibility of AHI in mapping TSS concentration. In this study, we present an atmospheric correction method for AHI data using two different aerosol correction methods, a combination of two SWIR bands, and a combination of one NIR and one SWIR band. The outcome from this study indicated that the atmospherically corrected AHI data at 10 min temporal resolution can be used to discern TSS concentrations greater than ~0.15 mg/L when solar zenith angles (?0) are less than 60°. The result of the cross-validation of AHI derived TSS concentration, with MODIS-Aqua and Lansat-8 Operational Land Imager (OLI) derived TSS concentration showed good correlation, with correlation coefficients r = 0.71 and r = 0.91, respectively.

dc.publisherElsevier BV
dc.titleAtmospheric correction of geostationary Himawari-8 satellite data for Total Suspended Sediment mapping: A case study in the Coastal Waters of Western Australia
dc.typeJournal Article
dcterms.source.volume144
dcterms.source.startPage81
dcterms.source.endPage93
dcterms.source.issn0924-2716
dcterms.source.titleISPRS Journal of Photogrammetry and Remote Sensing
curtin.departmentSchool of Electrical Engineering, Computing and Mathematical Science (EECMS)
curtin.accessStatusFulltext not available


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