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Ecological Niche Modelling Approaches: Challenges and Applications in Vector-Borne Diseases

Vector-borne diseases (VBDs) pose a major threat to human and animal health, with more than 80% of the global population being at risk of acquiring at least one major VBD. Being profoundly affected by the ongoing climate change and anthropogenic disturbances, modelling approaches become an essential...

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Autores principales: Cuervo, Pablo Fernando, Artigas, Patricio, Lorenzo-Morales, Jacob, Bargues, María Dolores, Mas-Coma, Santiago
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10141209/
https://www.ncbi.nlm.nih.gov/pubmed/37104313
http://dx.doi.org/10.3390/tropicalmed8040187
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author Cuervo, Pablo Fernando
Artigas, Patricio
Lorenzo-Morales, Jacob
Bargues, María Dolores
Mas-Coma, Santiago
author_facet Cuervo, Pablo Fernando
Artigas, Patricio
Lorenzo-Morales, Jacob
Bargues, María Dolores
Mas-Coma, Santiago
author_sort Cuervo, Pablo Fernando
collection PubMed
description Vector-borne diseases (VBDs) pose a major threat to human and animal health, with more than 80% of the global population being at risk of acquiring at least one major VBD. Being profoundly affected by the ongoing climate change and anthropogenic disturbances, modelling approaches become an essential tool to assess and compare multiple scenarios (past, present and future), and further the geographic risk of transmission of VBDs. Ecological niche modelling (ENM) is rapidly becoming the gold-standard method for this task. The purpose of this overview is to provide an insight of the use of ENM to assess the geographic risk of transmission of VBDs. We have summarised some fundamental concepts and common approaches to ENM of VBDS, and then focused with a critical view on a number of crucial issues which are often disregarded when modelling the niches of VBDs. Furthermore, we have briefly presented what we consider the most relevant uses of ENM when dealing with VBDs. Niche modelling of VBDs is far from being simple, and there is still a long way to improve. Therefore, this overview is expected to be a useful benchmark for niche modelling of VBDs in future research.
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spelling pubmed-101412092023-04-29 Ecological Niche Modelling Approaches: Challenges and Applications in Vector-Borne Diseases Cuervo, Pablo Fernando Artigas, Patricio Lorenzo-Morales, Jacob Bargues, María Dolores Mas-Coma, Santiago Trop Med Infect Dis Review Vector-borne diseases (VBDs) pose a major threat to human and animal health, with more than 80% of the global population being at risk of acquiring at least one major VBD. Being profoundly affected by the ongoing climate change and anthropogenic disturbances, modelling approaches become an essential tool to assess and compare multiple scenarios (past, present and future), and further the geographic risk of transmission of VBDs. Ecological niche modelling (ENM) is rapidly becoming the gold-standard method for this task. The purpose of this overview is to provide an insight of the use of ENM to assess the geographic risk of transmission of VBDs. We have summarised some fundamental concepts and common approaches to ENM of VBDS, and then focused with a critical view on a number of crucial issues which are often disregarded when modelling the niches of VBDs. Furthermore, we have briefly presented what we consider the most relevant uses of ENM when dealing with VBDs. Niche modelling of VBDs is far from being simple, and there is still a long way to improve. Therefore, this overview is expected to be a useful benchmark for niche modelling of VBDs in future research. MDPI 2023-03-25 /pmc/articles/PMC10141209/ /pubmed/37104313 http://dx.doi.org/10.3390/tropicalmed8040187 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Cuervo, Pablo Fernando
Artigas, Patricio
Lorenzo-Morales, Jacob
Bargues, María Dolores
Mas-Coma, Santiago
Ecological Niche Modelling Approaches: Challenges and Applications in Vector-Borne Diseases
title Ecological Niche Modelling Approaches: Challenges and Applications in Vector-Borne Diseases
title_full Ecological Niche Modelling Approaches: Challenges and Applications in Vector-Borne Diseases
title_fullStr Ecological Niche Modelling Approaches: Challenges and Applications in Vector-Borne Diseases
title_full_unstemmed Ecological Niche Modelling Approaches: Challenges and Applications in Vector-Borne Diseases
title_short Ecological Niche Modelling Approaches: Challenges and Applications in Vector-Borne Diseases
title_sort ecological niche modelling approaches: challenges and applications in vector-borne diseases
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10141209/
https://www.ncbi.nlm.nih.gov/pubmed/37104313
http://dx.doi.org/10.3390/tropicalmed8040187
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