Title :
Multi-frequency analysis of high resolution quad-pol Radarsat-2 and dual-pol TerraSAR-X data for land cover classification in Arctic Coastal Ecosystems, Mackenzie Delta, beaufort sea
Author :
Banks, Sarah N. ; Ullmann, Tobias ; Duffe, Jason ; Roth, Achim ; King, Douglas J. ; Demers, Anne M. ; Hogg, Anna ; Schmitt, Andreas ; Baumhauer, Roland ; Dech, Stefan
Author_Institution :
Dept. of Geogr. & Environ. Studies, Carleton Univ., Ottawa, ON, Canada
Abstract :
With the potential for greater human presence and increased development of natural resources including oil and gas, culturally and biologically sensitive shorelines in the Arctic may face increasing risk of environmental emergencies. Establishing response contingency plans may reduce impacts, and are particularly beneficial in this region because accessibility is limited and environmental conditions are harsh. This study will assess the potential for automated classification of Arctic shore and near shore land cover types using polarimetric Radarsat-2 and TerraSAR-X imagery. Results will contribute to the improvement and in some cases the establishment of shoreline sensitivity indices, which could help responders prioritize protection along the most sensitive shorelines in the event of an environmental emergency.
Keywords :
ecology; geophysical image processing; hydrocarbon reservoirs; natural resources; oceanographic regions; terrain mapping; Arctic coastal ecosystems; Arctic shore; Beaufort Sea; Mackenzie Delta; TerraSAR-X imagery; automated classification; biologically sensitive shorelines; culturally sensitive shorelines; environmental conditions; environmental emergencies; high resolution dual-Pol TerraSAR-X data; high resolution quadPol Radarsat-2 data; land cover classification; multifrequency analysis; natural resources; near shore land cover types; polarimetric Radarsat-2 imagery; response contingency plans; shoreline sensitivity indices; Arctic; Backscatter; Entropy; Image color analysis; Remote sensing; Sea measurements; Synthetic aperture radar; Arctic; Polarimetric Synthetic Aperture Radar; Radarsat-2; TerraSAR-X;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
Conference_Location :
Munich
Print_ISBN :
978-1-4673-1160-1
Electronic_ISBN :
2153-6996
DOI :
10.1109/IGARSS.2012.6350653