Title :
Coastal and marine habitat mapping for the straits of Malacca using spot and Landsat data
Author :
Ping Chen ; Soo Chin Liew ; Lim, Robert ; Leong Keong Kwoh
Author_Institution :
Centre for Remote Imaging, Sensing & Process., Nat. Univ. of Singapore, Singapore, Singapore
Abstract :
The Straits of Malacca has rich biodiversity, but it experienced a dramatic decline due to the anthropogenic activities for economical development and natural disasters. The objective of this study was to generate the coastal and marine habitat map for the Straits of Malacca using the SPOT and Landsat data acquired at low tide in 2010 ~ 2012. Images were first processed with atmospheric and geometric correction. The hierarchical unsupervised classification and contextual editing were then used to produce the final habitat map. The WorldView2 and GeoEye data were also used for evaluating purposes in some studied area. Our classification scheme included sandy beach, mangrove forest, mud /sand flat, seagrass /algae, coral reefs, water and others. The produced habitat map provides the most up to date habitat information in the Straits of Malacca and will aid for the regional coastal ecosystems assessment as well as for future comparative study.
Keywords :
disasters; ecology; oceanographic regions; remote sensing; sand; sediments; tides; vegetation; AD 2010 to 2012; GeoEye data; Landsat data; SPOT data; Straits of Malacca; WorldView2 data; algae; anthropogenic activities; atmospheric correction; biodiversity; classification scheme; coastal habitat mapping; contextual editing; coral reefs; date habitat information; economical development; geometric correction; hierarchical unsupervised classification; low tide; mangrove forest; marine habitat mapping; mud; natural disasters; regional coastal ecosystem assessment; sand flat; sandy beach; seagrass; Algae; Earth; Ecosystems; Monitoring; Remote sensing; Satellites; Sea measurements; Remote Sensing; Straits of Malacca; coastal and marine; ecosystem; habitat mapping;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4799-1114-1
DOI :
10.1109/IGARSS.2013.6723311