Diachronic analysis of salt-Affected areas using remote sensing techniques: The case study of Biskra area, Algeria

Gabriela M. Afrasinei, Maria T. Melis, Cristina Buttau, John M. Bradd, Claudio Arras, Giorgio Ghiglieri

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In the Wadi Biskra arid and semi-Arid area, sustainable development is limited by land degradation, such as secondary salinization of soils. As an important high quality date production region of Algeria, it needs continuous monitoring of desertification indicators, since the bio-physical setting defines it as highly exposed to climate-related risks. For this particular study, for which little ground truth data was possible to acquire, we set up an assessment of appropriate methods for the identification and change detection of salt-Affected areas, involving image interpretation and processing techniques employing Landsat imagery. After a first phase consisting of a visual interpretation study of the land cover types, two automated classification approaches were proposed and applied for this specific study: decision tree classification and principal components analysis (PCA) of Knepper ratios. Five of the indices employed in the Decision Tree construction were set up within the current study, among which we propose a salinity index (SMI) for the extraction of highly saline areas. The results of the 1984 to 2014 diachronic analysis of salt-affected areas variation were supported by the interpreted land cover map for accuracy estimation. Connecting the outputs with auxiliary bio-physical and socio-economic data, comprehensive results are discussed, which were indispensable for the understanding of land degradation dynamics and vulnerability to desertification. One aspect that emerged was the fact that the expansion of agricultural land in the last three decades may have led and continue to contribute to a secondary salinization of soils. This study is part of the WADIS-MAR Demonstration Project, funded by the European Commission through the Sustainable Water Integrated Management (SWIM) Program (www.wadismar.eu).

Original languageEnglish
Title of host publicationEarth Resources and Environmental Remote Sensing/GIS Applications VI
EditorsUlrich Michel, Manfred Ehlers, Karsten Schulz, Konstantinos G. Nikolakopoulos, Daniel Civco
PublisherSPIE
ISBN (Electronic)9781628418545
DOIs
Publication statusPublished - 2015
Externally publishedYes
EventEarth Resources and Environmental Remote Sensing/GIS Applications VI - Toulouse, France
Duration: 22 Sep 201524 Sep 2015

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume9644
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

ConferenceEarth Resources and Environmental Remote Sensing/GIS Applications VI
Country/TerritoryFrance
CityToulouse
Period22/09/1524/09/15

Keywords

  • arid areas
  • change detection
  • decision tree
  • desertification
  • Knepper ratios
  • land cover
  • land degradation
  • Landsat
  • principal component analysis
  • salinization

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