5 October 2018 Monitoring vegetation dynamics in southern Tunisia using SPOT-5 (Take5) data: a case study of the Tozeur oases
Cherine Ben Khalfallah, Eric Delaitre, Dalel Ouerchefani, Laurent Demagistri, Faiza Khebour Allouche, Fadhila Darragi, Frédérique Seyler
Author Affiliations +
Abstract
Spatial data on vegetation dynamics are sparse for the Djerid oases of Tunisia, but such data are urgently needed by policy makers for natural resource management purposes. These data can be collected by remote sensing and analyzed using Geographic Information System software. We analyzed the changing dynamics of the Tozeur oases in southwestern Tunisia using normalized difference vegetation index (NDVI) index data that were generated from SPOT-5 (Take5) satellite imagery taken from April to September, 2015. We used agglomerative hierarchical clustering (AHC) to produce a dendrogram that segmented the area into similar NDVI classes, then analyzed these clusters with reference to ground-truth data collected by field surveys. The unsupervised classification map produced by AHC represents a spatial model of the NDVI distribution in the oases. The results revealed seven different clusters with very high spatial heterogeneity that were linked to biophysical parameters in the field.
© 2018 Society of Photo-Optical Instrumentation Engineers (SPIE) 1931-3195/2018/$25.00 © 2018 SPIE
Cherine Ben Khalfallah, Eric Delaitre, Dalel Ouerchefani, Laurent Demagistri, Faiza Khebour Allouche, Fadhila Darragi, and Frédérique Seyler "Monitoring vegetation dynamics in southern Tunisia using SPOT-5 (Take5) data: a case study of the Tozeur oases," Journal of Applied Remote Sensing 12(4), 046002 (5 October 2018). https://doi.org/10.1117/1.JRS.12.046002
Received: 27 May 2018; Accepted: 13 September 2018; Published: 5 October 2018
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CITATIONS
Cited by 2 scholarly publications.
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KEYWORDS
Vegetation

Agriculture

Remote sensing

Ecosystems

Satellites

Statistical analysis

Earth observing sensors

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