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 E., Mari L., Gabrieli J., Barbante C., Bertuzzo E.
Other Authors: Stella, E., Mari, L., Gabrieli, J., Barbante, C., Bertuzzo, E.
Format: Article in Journal/Newspaper
Language:English
Published: 2021
Subjects:
Online Access:http://hdl.handle.net/11311/1190476
https://doi.org/10.1088/1748-9326/ac2527
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spelling ftpolimilanoiris:oai:re.public.polimi.it:11311/1190476 2024-04-21T08:07:03+00:00 Mapping environmental suitability for anthrax reemergence in the Arctic Stella E. Mari L. Gabrieli J. Barbante C. Bertuzzo E. Stella, E. Mari, L. Gabrieli, J. Barbante, C. Bertuzzo, E. 2021 http://hdl.handle.net/11311/1190476 https://doi.org/10.1088/1748-9326/ac2527 eng eng info:eu-repo/semantics/altIdentifier/wos/WOS:000706473400001 volume:16 issue:10 firstpage:105013 lastpage:105013 numberofpages:1 journal:ENVIRONMENTAL RESEARCH LETTERS info:eu-repo/grantAgreement/EC/H2020/773421 http://hdl.handle.net/11311/1190476 doi:10.1088/1748-9326/ac2527 info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85118643014 info:eu-repo/semantics/openAccess anthrax disease Arctic climate warming ecological niche model MaxEnt re-emerging diseases info:eu-repo/semantics/article 2021 ftpolimilanoiris https://doi.org/10.1088/1748-9326/ac2527 2024-03-25T16:58:09Z 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 nenets Yamalo Nenets RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano Environmental Research Letters 16 10 105013
institution Open Polar
collection RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano
op_collection_id ftpolimilanoiris
language English
topic anthrax disease
Arctic
climate warming
ecological niche model
MaxEnt
re-emerging diseases
spellingShingle anthrax disease
Arctic
climate warming
ecological niche model
MaxEnt
re-emerging diseases
Stella E.
Mari L.
Gabrieli J.
Barbante C.
Bertuzzo E.
Mapping environmental suitability for anthrax reemergence in the Arctic
topic_facet anthrax disease
Arctic
climate warming
ecological niche model
MaxEnt
re-emerging diseases
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, E.
Mari, L.
Gabrieli, J.
Barbante, C.
Bertuzzo, E.
format Article in Journal/Newspaper
author Stella E.
Mari L.
Gabrieli J.
Barbante C.
Bertuzzo E.
author_facet Stella E.
Mari L.
Gabrieli J.
Barbante C.
Bertuzzo E.
author_sort Stella E.
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/11311/1190476
https://doi.org/10.1088/1748-9326/ac2527
genre nenets
Yamalo Nenets
genre_facet nenets
Yamalo Nenets
op_relation info:eu-repo/semantics/altIdentifier/wos/WOS:000706473400001
volume:16
issue:10
firstpage:105013
lastpage:105013
numberofpages:1
journal:ENVIRONMENTAL RESEARCH LETTERS
info:eu-repo/grantAgreement/EC/H2020/773421
http://hdl.handle.net/11311/1190476
doi:10.1088/1748-9326/ac2527
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85118643014
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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