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: Stella, Elisa, Mari, Lorenzo, Gabrieli, Jacopo, Barbante, Carlo, Bertuzzo, Enrico
Format: Article in Journal/Newspaper
Language:unknown
Published: 2021
Subjects:
Online Access:http://hdl.handle.net/10278/3746054
https://doi.org/10.1088/1748-9326/ac2527
https://iopscience.iop.org/article/10.1088/1748-9326/ac2527/meta
id ftuniveneziairis:oai:iris.unive.it:10278/3746054
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spelling ftuniveneziairis:oai:iris.unive.it:10278/3746054 2024-04-14T08:06:06+00:00 Mapping environmental suitability for anthrax reemergence in the Arctic Stella, Elisa Mari, Lorenzo Gabrieli, Jacopo Barbante, Carlo Bertuzzo, Enrico Stella, Elisa Mari, Lorenzo Gabrieli, Jacopo Barbante, Carlo Bertuzzo, Enrico 2021 http://hdl.handle.net/10278/3746054 https://doi.org/10.1088/1748-9326/ac2527 https://iopscience.iop.org/article/10.1088/1748-9326/ac2527/meta unknown info:eu-repo/semantics/altIdentifier/wos/WOS:000706473400001 volume:16 issue:10 firstpage:105013 journal:ENVIRONMENTAL RESEARCH LETTERS http://hdl.handle.net/10278/3746054 doi:10.1088/1748-9326/ac2527 info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85118643014 https://iopscience.iop.org/article/10.1088/1748-9326/ac2527/meta info:eu-repo/semantics/openAccess anthrax disease Arctic climate warming ecological niche model MaxEnt re-emerging disease Settore ICAR/02 - Costruzioni Idrauliche e Marittime e Idrologia info:eu-repo/semantics/article 2021 ftuniveneziairis https://doi.org/10.1088/1748-9326/ac2527 2024-03-21T18:20:11Z 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 Università Ca’ Foscari Venezia: ARCA (Archivio Istituzionale della Ricerca) Arctic Environmental Research Letters 16 10 105013
institution Open Polar
collection Università Ca’ Foscari Venezia: ARCA (Archivio Istituzionale della Ricerca)
op_collection_id ftuniveneziairis
language unknown
topic anthrax disease
Arctic
climate warming
ecological niche model
MaxEnt
re-emerging disease
Settore ICAR/02 - Costruzioni Idrauliche e Marittime e Idrologia
spellingShingle anthrax disease
Arctic
climate warming
ecological niche model
MaxEnt
re-emerging disease
Settore ICAR/02 - Costruzioni Idrauliche e Marittime e Idrologia
Stella, Elisa
Mari, Lorenzo
Gabrieli, Jacopo
Barbante, Carlo
Bertuzzo, Enrico
Mapping environmental suitability for anthrax reemergence in the Arctic
topic_facet anthrax disease
Arctic
climate warming
ecological niche model
MaxEnt
re-emerging disease
Settore ICAR/02 - Costruzioni Idrauliche e Marittime e Idrologia
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.
author2 Stella, Elisa
Mari, Lorenzo
Gabrieli, Jacopo
Barbante, Carlo
Bertuzzo, Enrico
format Article in Journal/Newspaper
author Stella, Elisa
Mari, Lorenzo
Gabrieli, Jacopo
Barbante, Carlo
Bertuzzo, Enrico
author_facet Stella, Elisa
Mari, Lorenzo
Gabrieli, Jacopo
Barbante, Carlo
Bertuzzo, Enrico
author_sort Stella, Elisa
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
publishDate 2021
url http://hdl.handle.net/10278/3746054
https://doi.org/10.1088/1748-9326/ac2527
https://iopscience.iop.org/article/10.1088/1748-9326/ac2527/meta
geographic Arctic
geographic_facet Arctic
genre Arctic
nenets
Yamalo Nenets
genre_facet Arctic
nenets
Yamalo Nenets
op_relation info:eu-repo/semantics/altIdentifier/wos/WOS:000706473400001
volume:16
issue:10
firstpage:105013
journal:ENVIRONMENTAL RESEARCH LETTERS
http://hdl.handle.net/10278/3746054
doi:10.1088/1748-9326/ac2527
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85118643014
https://iopscience.iop.org/article/10.1088/1748-9326/ac2527/meta
op_rights info:eu-repo/semantics/openAccess
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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