Post-Katrina Land-Cover, Elevation, and Volume Change Assessment along the South Shore of Lake Pontchartrain, Louisiana, U.S.A.

Abstract

Advances in remote-sensing technology have led to its increased use for posthurricane disaster response and assessment; however, the use of the technology is underutilized in the recovery phase of the disaster management cycle. This study illustrates an example of a postdisaster recovery assessment by detecting coastal land cover, elevation, and volume changes using 3 years of post-Katrina hyperspectral and light detection and ranging data collected along the south shore of Lake Pontchartrain, Louisiana. Digital elevation models and basic land-cover classifications were generated for a 34- km(exp 2) study area for 2005, 2006, and 2007. A change detection method was used to assess postdisaster land-cover,elevation, and volume changes. Results showed that the vegetation classes had area increases, whereas bare ground/roads and structures classes had area decreases. Overall estimated volume changes included a net volume decrease of 1.6 x 10(exp 6) m(exp 3) in 2005 to 2006 and a net volume decrease of 2.1 x 10(exp 6) m(exp 3) in 2006 to 2007 within the study area. More specifically, low vegetation and bare ground/roads classes had net volume increases, whereas medium and tall vegetation and structures classes had net volume decreases. These changes in land cover, elevation, and volume illustrate some of the major physical impacts of the disaster and ensuing recovery. This study demonstrates an innovative image fusion approach to assess physical changes and postdisaster recovery in a residential, coastal environment.

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Document Details

Document Type
Technical Report
Publication Date
Jan 01, 2011
Accession Number
ADA544394

Entities

People

  • Christopher L. Macon
  • Jennifer M. Wozencraft
  • Molly Reif

Organizations

  • United States Army Corps of Engineers

Tags

Communities of Interest

  • Advanced Electronics
  • Engineered Resilient Systems
  • Sensors
  • Space

DTIC Thesaurus Topics

  • Change Detection
  • Coastal Engineering
  • Detection
  • Detectors
  • Digital Elevation Models
  • Disaster Management
  • Environment
  • Geographic Information Systems
  • Geographic Regions
  • Geography
  • Hurricanes
  • Hyperspectral Imagery
  • Lidar
  • Remote Sensing
  • Sea Level Rise
  • Storm Surges
  • United States

Fields of Study

  • Environmental science

Readers

  • Archaeological Resource Survey
  • Computer Vision.
  • Mathematics or Statistics