Title :
Canadian arctic shoreline mapping using RADARSAT-2 and optical data through object-based classification
Author :
Demers, Anne-Marie ; Banks, Sarah N. ; Pasher, Jon ; Duffe, Jason
Author_Institution :
Nat. Environ. Emergencies Centre, Environ. Canada, Montreal, QC, Canada
Abstract :
Environment Canada has an important role in preparing for environmental emergencies along the coast. Despite this, there is a significant information gap regarding the shoreline types found in the Canadian Arctic, compared to more southern regions. As such, the focus of this analysis was to assess the potential for accurate classification of a number of shoreline types using an object-based approach. Two study areas were assessed, including: Richards Island, Northwest Territories and Ivvavik, Yukon. For the former an overall accuracy of 74% was achieved, while for the latter average accuracy was 63%. Overall potential was observed for discrimination of some general land cover types. Future work will focused on continued testing of these methods, as part of future investigations under Environment Canada´s Emergency Spatial Pre-SCAT for Arctic Coastal Ecosystems (eSPACE) project.
Keywords :
geophysical image processing; image classification; oceanographic techniques; remote sensing by radar; Arctic Coastal Ecosystems; Canadian Arctic shoreline mapping; Environment Canada Emergency Spatial Pre-SCAT; Ivvavik; Northwest Territories; RADARSAT-2 data; Richards Island; Yukon; eSPACE project; general land cover types; object-based approach; object-based classification; optical data; Accuracy; Arctic; Ecosystems; Remote sensing; Sea measurements; Synthetic aperture radar; Videos; Arctic; Classification; Coastal; Object-Based; SAR;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International
Conference_Location :
Quebec City, QC
DOI :
10.1109/IGARSS.2014.6947653