Title: Monitoring changes in the Menik Farm IDP camps in Sri Lanka using multi-temporal very high resolution satellite data
Citation: INTERNATIONAL JOURNAL OF DIGITAL EARTH vol. 4 no. Supplement 1 p. 91-106
Publication Year: 2011
JRC N°: JRC59701
ISSN: 1753-8947
URI: http://publications.jrc.ec.europa.eu/repository/handle/JRC59701
DOI: 10.1080/17538947.2010.512430
Type: Articles in periodicals and books
Abstract: This paper presents the results of the application of mathematical morphology for the automatic quantification of the number of tents and the detection of changes in the Menik Farm IDP camp in Sri Lanka. The tents were retrieved using an area-constraint top-hat opening applied to WorldView-1 data. The counting of tents was based on the centroids of the automatically detected structures indicating an overall number of 25,150 tents on the 26 June 2009. The comparison with a visual interpretation produced an R2 of 0.97 with an error of 1,25%. In addition an automated detection of changes inside a camp area was conducted. The comparison of the satellite image of 26 June 2009 (WorldView-1) and an image of 28 February 2010 (GeoEye-1) is based on mutual (mixed) information metric, after using morphological image processing techniques and previously specified criterion. Changes are observed on a terrain of around 15.2% of the total camp area, 3,813 of previously detected structures disappeared in a period of eight months.
JRC Directorate:Space, Security and Migration

Files in This Item:
There are no files associated with this item.

Items in repository are protected by copyright, with all rights reserved, unless otherwise indicated.