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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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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. |
format | Online Article Text |
id | pubmed-4380444 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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