Title :
An object-based image analysis approach for mapping and monitoring flooding and topographic change near Duluth, Minnesota, USA
Author :
Pelletier, Keith C. ; Knight, Joseph K.
Author_Institution :
Dept. of Forest Resources, Univ. of Minnesota, St. Paul, MN, USA
Abstract :
A short-term precipitation event near Duluth, Minnesota, USA caused flooding, erosion, and deposition that impacted the natural and anthropogenic landscape. This study quantified these impacts with an object-based image analysis approach that integrated multi-temporal lidar and optical data. Flooding inundated 3% of the study area and impacted 28% of the buildings. Topographic change volumes from erosion and deposition ranged from 36.3 m3 to -32.2 m3. Erosion occurred over 21% of the area while deposition occurred over 11% of the area. These results provide decision managers with a spatially-explicit framework for assessing and monitoring inundation and topographic change in response short-term precipitation events.
Keywords :
atmospheric precipitation; erosion; floods; topography (Earth); Duluth; Minnesota; USA; anthropogenic landscape; decision managers; deposition; erosion; flooding monitoring; integrated multitemporal lidar data; integrated optical data; natural landscape; object-based image analysis; object-based image analysis approach; precipitation event; topographic change; Buildings; Floods; Image analysis; Laser radar; Manganese; Monitoring; Remote sensing; OBIA; change detection; flooding; geomorphology; lidar;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International
Conference_Location :
Quebec City, QC
DOI :
10.1109/IGARSS.2014.6946847