DocumentCode :
2131517
Title :
The wetland conservation atlas of the St. Lawrence valley produced from decision tree classifications of RADARSAT and Landsat images
Author :
Deslandes, Sylvain ; Grenier, Marcelle ; Bélanger, Luc ; Lacroix, Gaston ; Zingraff, Virginie
Author_Institution :
Canadian Wildlife Service, Environ. Canada, Sainte-Foy, Que., Canada
Volume :
5
fYear :
2002
fDate :
2002
Firstpage :
2893
Abstract :
The Canadian Wildlife Service, Quebec region, has initiated a project oriented toward the production of a wetland atlas covering agricultural landscapes of the St. Lawrence Valley, Quebec. A classification method that integrates a series of RADARSAT ortho-images, Landsat Thematic Mapper-5 decorrelated images and digital elevation model has been developed. Several reference plots on wetlands were used to built the classification tree model. Classification accuracy was evaluated at 85% using 190 independent sites evenly distributed over the study area. The classification results, reported on a vector format, constitute the Welland Conservation Atlas designed to provide guidance to each regional county municipality in the production of their conservation action plans.
Keywords :
decision trees; image classification; radar imaging; spaceborne radar; vegetation mapping; Canada; Canadian Wildlife Service; Landsat Thematic Mapper-5 decorrelated images; Landsat images; RADARSAT images; St. Lawrence Valley; Wetland Conservation Atlas; agricultural landscapes; conservation action; decision tree classifications; digital elevation model; orthoimages; regional county municipality; vector format; Classification tree analysis; Decision trees; Decorrelation; Digital elevation models; Production; Remote sensing; Satellites; Spatial resolution; Springs; Wildlife;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2002. IGARSS '02. 2002 IEEE International
Print_ISBN :
0-7803-7536-X
Type :
conf
DOI :
10.1109/IGARSS.2002.1026813
Filename :
1026813
Link To Document :
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