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Development of an Indicator to Monitor Mediterranean Wetlands

Wetlands are sensitive ecosystems that are increasingly subjected to threats from anthropogenic factors. In the last decades, coastal Mediterranean wetlands have been suffering considerable pressures from land use change, intensification of urban growth, increasing tourism infrastructure and intensi...

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Detalles Bibliográficos
Autores principales: Sanchez, Antonio, Abdul Malak, Dania, Guelmami, Anis, Perennou, Christian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4380444/
https://www.ncbi.nlm.nih.gov/pubmed/25826210
http://dx.doi.org/10.1371/journal.pone.0122694
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author Sanchez, Antonio
Abdul Malak, Dania
Guelmami, Anis
Perennou, Christian
author_facet Sanchez, Antonio
Abdul Malak, Dania
Guelmami, Anis
Perennou, Christian
author_sort Sanchez, Antonio
collection PubMed
description Wetlands are sensitive ecosystems that are increasingly subjected to threats from anthropogenic factors. In the last decades, coastal Mediterranean wetlands have been suffering considerable pressures from land use change, intensification of urban growth, increasing tourism infrastructure and intensification of agricultural practices. Remote sensing (RS) and Geographic Information Systems (GIS) techniques are efficient tools that can support monitoring Mediterranean coastal wetlands on large scales and over long periods of time. The study aims at developing a wetland indicator to support monitoring Mediterranean coastal wetlands using these techniques. The indicator makes use of multi-temporal Landsat images, land use reference layers, a 50m numerical model of the territory (NMT) and Corine Land Cover (CLC) for the identification and mapping of wetlands. The approach combines supervised image classification techniques making use of vegetation indices and decision tree analysis to identify the surface covered by wetlands at a given date. A validation process is put in place to compare outcomes with existing local wetland inventories to check the results reliability. The indicator´s results demonstrate an improvement in the level of precision of change detection methods achieved by traditional tools providing reliability up to 95% in main wetland areas. The results confirm that the use of RS techniques improves the precision of wetland detection compared to the use of CLC for wetland monitoring and stress the strong relation between the level of wetland detection and the nature of the wetland areas and the monitoring scale considered.
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spelling pubmed-43804442015-04-09 Development of an Indicator to Monitor Mediterranean Wetlands Sanchez, Antonio Abdul Malak, Dania Guelmami, Anis Perennou, Christian PLoS One Research Article Wetlands are sensitive ecosystems that are increasingly subjected to threats from anthropogenic factors. In the last decades, coastal Mediterranean wetlands have been suffering considerable pressures from land use change, intensification of urban growth, increasing tourism infrastructure and intensification of agricultural practices. Remote sensing (RS) and Geographic Information Systems (GIS) techniques are efficient tools that can support monitoring Mediterranean coastal wetlands on large scales and over long periods of time. The study aims at developing a wetland indicator to support monitoring Mediterranean coastal wetlands using these techniques. The indicator makes use of multi-temporal Landsat images, land use reference layers, a 50m numerical model of the territory (NMT) and Corine Land Cover (CLC) for the identification and mapping of wetlands. The approach combines supervised image classification techniques making use of vegetation indices and decision tree analysis to identify the surface covered by wetlands at a given date. A validation process is put in place to compare outcomes with existing local wetland inventories to check the results reliability. The indicator´s results demonstrate an improvement in the level of precision of change detection methods achieved by traditional tools providing reliability up to 95% in main wetland areas. The results confirm that the use of RS techniques improves the precision of wetland detection compared to the use of CLC for wetland monitoring and stress the strong relation between the level of wetland detection and the nature of the wetland areas and the monitoring scale considered. Public Library of Science 2015-03-31 /pmc/articles/PMC4380444/ /pubmed/25826210 http://dx.doi.org/10.1371/journal.pone.0122694 Text en © 2015 Sanchez et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Sanchez, Antonio
Abdul Malak, Dania
Guelmami, Anis
Perennou, Christian
Development of an Indicator to Monitor Mediterranean Wetlands
title Development of an Indicator to Monitor Mediterranean Wetlands
title_full Development of an Indicator to Monitor Mediterranean Wetlands
title_fullStr Development of an Indicator to Monitor Mediterranean Wetlands
title_full_unstemmed Development of an Indicator to Monitor Mediterranean Wetlands
title_short Development of an Indicator to Monitor Mediterranean Wetlands
title_sort development of an indicator to monitor mediterranean wetlands
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4380444/
https://www.ncbi.nlm.nih.gov/pubmed/25826210
http://dx.doi.org/10.1371/journal.pone.0122694
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