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Evaluating the conservation state of the páramo ecosystem: An object-based image analysis and CART algorithm approach for central Ecuador

Ecuadorian páramo ecosystems (EPEs) function as water sources, contain large soil carbon stores and high levels of biodiversity, and support human populations. The EPEs are mainly herbaceous páramo (HP). To inform policy and management and help drive ecological science toward a better understanding...

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Autores principales: García, Víctor J., Márquez, Carmen O., Isenhart, Tom M., Rodríguez, Marco, Crespo, Santiago D., Cifuentes, Alexis G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6838926/
https://www.ncbi.nlm.nih.gov/pubmed/31720462
http://dx.doi.org/10.1016/j.heliyon.2019.e02701
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author García, Víctor J.
Márquez, Carmen O.
Isenhart, Tom M.
Rodríguez, Marco
Crespo, Santiago D.
Cifuentes, Alexis G.
author_facet García, Víctor J.
Márquez, Carmen O.
Isenhart, Tom M.
Rodríguez, Marco
Crespo, Santiago D.
Cifuentes, Alexis G.
author_sort García, Víctor J.
collection PubMed
description Ecuadorian páramo ecosystems (EPEs) function as water sources, contain large soil carbon stores and high levels of biodiversity, and support human populations. The EPEs are mainly herbaceous páramo (HP). To inform policy and management and help drive ecological science toward a better understanding of the HP ecosystem, and the relationships among its multiple ecosystem services, we asked: (1) What is the state of the HP regarding its land use/land cover (LULC)?; and (2) Is the HP being pushed away from its natural state or it is regenerating? To answer these questions, we assessed the LULC in central EPEs using Landsat 8 imagery, Object-Based Image Analysis (OBIA) and a Classification and Regression Trees (CART) algorithm. Results show that two-fifths of the paramo ecosystem remain as native HP (NHP) and two-fifths as anthropogenic HP (AHP). Although the anthropic alteration of the pedogenesis of young paramo soil leads to the establishment of AHP, we found evidence of regeneration and resilience of the NHP. The results of this study will be useful to scientists and decision-makers with interest in páramo ecosystems in central Ecuador. The proposed methodology is simple, fast, and could be implemented in other landscapes to establish comprehensive monitoring systems useful in landscape assessment and planning.
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spelling pubmed-68389262019-11-12 Evaluating the conservation state of the páramo ecosystem: An object-based image analysis and CART algorithm approach for central Ecuador García, Víctor J. Márquez, Carmen O. Isenhart, Tom M. Rodríguez, Marco Crespo, Santiago D. Cifuentes, Alexis G. Heliyon Article Ecuadorian páramo ecosystems (EPEs) function as water sources, contain large soil carbon stores and high levels of biodiversity, and support human populations. The EPEs are mainly herbaceous páramo (HP). To inform policy and management and help drive ecological science toward a better understanding of the HP ecosystem, and the relationships among its multiple ecosystem services, we asked: (1) What is the state of the HP regarding its land use/land cover (LULC)?; and (2) Is the HP being pushed away from its natural state or it is regenerating? To answer these questions, we assessed the LULC in central EPEs using Landsat 8 imagery, Object-Based Image Analysis (OBIA) and a Classification and Regression Trees (CART) algorithm. Results show that two-fifths of the paramo ecosystem remain as native HP (NHP) and two-fifths as anthropogenic HP (AHP). Although the anthropic alteration of the pedogenesis of young paramo soil leads to the establishment of AHP, we found evidence of regeneration and resilience of the NHP. The results of this study will be useful to scientists and decision-makers with interest in páramo ecosystems in central Ecuador. The proposed methodology is simple, fast, and could be implemented in other landscapes to establish comprehensive monitoring systems useful in landscape assessment and planning. Elsevier 2019-11-01 /pmc/articles/PMC6838926/ /pubmed/31720462 http://dx.doi.org/10.1016/j.heliyon.2019.e02701 Text en © 2019 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
García, Víctor J.
Márquez, Carmen O.
Isenhart, Tom M.
Rodríguez, Marco
Crespo, Santiago D.
Cifuentes, Alexis G.
Evaluating the conservation state of the páramo ecosystem: An object-based image analysis and CART algorithm approach for central Ecuador
title Evaluating the conservation state of the páramo ecosystem: An object-based image analysis and CART algorithm approach for central Ecuador
title_full Evaluating the conservation state of the páramo ecosystem: An object-based image analysis and CART algorithm approach for central Ecuador
title_fullStr Evaluating the conservation state of the páramo ecosystem: An object-based image analysis and CART algorithm approach for central Ecuador
title_full_unstemmed Evaluating the conservation state of the páramo ecosystem: An object-based image analysis and CART algorithm approach for central Ecuador
title_short Evaluating the conservation state of the páramo ecosystem: An object-based image analysis and CART algorithm approach for central Ecuador
title_sort evaluating the conservation state of the páramo ecosystem: an object-based image analysis and cart algorithm approach for central ecuador
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6838926/
https://www.ncbi.nlm.nih.gov/pubmed/31720462
http://dx.doi.org/10.1016/j.heliyon.2019.e02701
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