Mapping environmental suitability for anthrax reemergence in the Arctic

Recent studies have raised concerns about the potential reemergence of infectious diseases in Arctic regions associated with warming temperatures. Among these, particular attention has been devoted to anthrax, as a consequence of the outbreak that occurred in the Russian Yamalo-Nenets peninsula in 2...

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Published in:Environmental Research Letters
Main Authors: Elisa Stella, Lorenzo Mari, Jacopo Gabrieli, Carlo Barbante, Enrico Bertuzzo
Format: Article in Journal/Newspaper
Language:English
Published: IOP Publishing 2021
Subjects:
Q
Online Access:https://doi.org/10.1088/1748-9326/ac2527
https://doaj.org/article/2cee44ecbfcb48b284a1dbe426f60005
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spelling ftdoajarticles:oai:doaj.org/article:2cee44ecbfcb48b284a1dbe426f60005 2023-09-05T13:16:17+02:00 Mapping environmental suitability for anthrax reemergence in the Arctic Elisa Stella Lorenzo Mari Jacopo Gabrieli Carlo Barbante Enrico Bertuzzo 2021-01-01T00:00:00Z https://doi.org/10.1088/1748-9326/ac2527 https://doaj.org/article/2cee44ecbfcb48b284a1dbe426f60005 EN eng IOP Publishing https://doi.org/10.1088/1748-9326/ac2527 https://doaj.org/toc/1748-9326 doi:10.1088/1748-9326/ac2527 1748-9326 https://doaj.org/article/2cee44ecbfcb48b284a1dbe426f60005 Environmental Research Letters, Vol 16, Iss 10, p 105013 (2021) Arctic anthrax disease re-emerging diseases climate warming MaxEnt ecological niche model Environmental technology. Sanitary engineering TD1-1066 Environmental sciences GE1-350 Science Q Physics QC1-999 article 2021 ftdoajarticles https://doi.org/10.1088/1748-9326/ac2527 2023-08-13T00:37:05Z Recent studies have raised concerns about the potential reemergence of infectious diseases in Arctic regions associated with warming temperatures. Among these, particular attention has been devoted to anthrax, as a consequence of the outbreak that occurred in the Russian Yamalo-Nenets peninsula in 2016. Understanding how environmental change might influence the diffusion of this pathogen could allow informed decisions to prevent further zoonotic or epidemic episodes. To that end, the present study aims to identify and investigate the driving variables that may favor anthrax transmission within the Arctic, in order to build environmental niche maps describing the future suitability of these regions for the pathogen. To do so, we use the MaxEnt statistical learning tool informed by Arctic-specific variables, such as reindeer herd distribution and active-layer variation. Because of the relative lack of reliable georeferenced information in these regions, the resulting potential distribution maps are to be considered preliminary, but they can already provide a first assessment tool for local communities living in potential risk areas. They also indicate areas in which additional investigation is needed to improve the reliability of environmental niche modeling, hence the accuracy of risk mapping and the usefulness to Arctic communities. Article in Journal/Newspaper Arctic nenets Yamalo Nenets Directory of Open Access Journals: DOAJ Articles Arctic Environmental Research Letters 16 10 105013
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Arctic
anthrax disease
re-emerging diseases
climate warming
MaxEnt
ecological niche model
Environmental technology. Sanitary engineering
TD1-1066
Environmental sciences
GE1-350
Science
Q
Physics
QC1-999
spellingShingle Arctic
anthrax disease
re-emerging diseases
climate warming
MaxEnt
ecological niche model
Environmental technology. Sanitary engineering
TD1-1066
Environmental sciences
GE1-350
Science
Q
Physics
QC1-999
Elisa Stella
Lorenzo Mari
Jacopo Gabrieli
Carlo Barbante
Enrico Bertuzzo
Mapping environmental suitability for anthrax reemergence in the Arctic
topic_facet Arctic
anthrax disease
re-emerging diseases
climate warming
MaxEnt
ecological niche model
Environmental technology. Sanitary engineering
TD1-1066
Environmental sciences
GE1-350
Science
Q
Physics
QC1-999
description Recent studies have raised concerns about the potential reemergence of infectious diseases in Arctic regions associated with warming temperatures. Among these, particular attention has been devoted to anthrax, as a consequence of the outbreak that occurred in the Russian Yamalo-Nenets peninsula in 2016. Understanding how environmental change might influence the diffusion of this pathogen could allow informed decisions to prevent further zoonotic or epidemic episodes. To that end, the present study aims to identify and investigate the driving variables that may favor anthrax transmission within the Arctic, in order to build environmental niche maps describing the future suitability of these regions for the pathogen. To do so, we use the MaxEnt statistical learning tool informed by Arctic-specific variables, such as reindeer herd distribution and active-layer variation. Because of the relative lack of reliable georeferenced information in these regions, the resulting potential distribution maps are to be considered preliminary, but they can already provide a first assessment tool for local communities living in potential risk areas. They also indicate areas in which additional investigation is needed to improve the reliability of environmental niche modeling, hence the accuracy of risk mapping and the usefulness to Arctic communities.
format Article in Journal/Newspaper
author Elisa Stella
Lorenzo Mari
Jacopo Gabrieli
Carlo Barbante
Enrico Bertuzzo
author_facet Elisa Stella
Lorenzo Mari
Jacopo Gabrieli
Carlo Barbante
Enrico Bertuzzo
author_sort Elisa Stella
title Mapping environmental suitability for anthrax reemergence in the Arctic
title_short Mapping environmental suitability for anthrax reemergence in the Arctic
title_full Mapping environmental suitability for anthrax reemergence in the Arctic
title_fullStr Mapping environmental suitability for anthrax reemergence in the Arctic
title_full_unstemmed Mapping environmental suitability for anthrax reemergence in the Arctic
title_sort mapping environmental suitability for anthrax reemergence in the arctic
publisher IOP Publishing
publishDate 2021
url https://doi.org/10.1088/1748-9326/ac2527
https://doaj.org/article/2cee44ecbfcb48b284a1dbe426f60005
geographic Arctic
geographic_facet Arctic
genre Arctic
nenets
Yamalo Nenets
genre_facet Arctic
nenets
Yamalo Nenets
op_source Environmental Research Letters, Vol 16, Iss 10, p 105013 (2021)
op_relation https://doi.org/10.1088/1748-9326/ac2527
https://doaj.org/toc/1748-9326
doi:10.1088/1748-9326/ac2527
1748-9326
https://doaj.org/article/2cee44ecbfcb48b284a1dbe426f60005
op_doi https://doi.org/10.1088/1748-9326/ac2527
container_title Environmental Research Letters
container_volume 16
container_issue 10
container_start_page 105013
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