Research gaps and trends in the Arctic tundra: a topic-modelling approach

Climate change is affecting the biodiversity, ecosystem services and the well-being of people that live in the Arctic tundra. Understanding the societal implications and adapting to these changes depend on knowledge produced by multiple disciplines. We analysed peer-reviewed publications to identify...

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Published in:One Ecosystem
Main Authors: Ancin Murguzur, Francisco Javier, Hausner, Vera Helene
Format: Article in Journal/Newspaper
Language:English
Published: Pensoft 2020
Subjects:
Online Access:https://hdl.handle.net/10037/19505
https://doi.org/10.3897/oneeco.5.e57117
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spelling ftunivtroemsoe:oai:munin.uit.no:10037/19505 2023-05-15T14:22:49+02:00 Research gaps and trends in the Arctic tundra: a topic-modelling approach Ancin Murguzur, Francisco Javier Hausner, Vera Helene 2020-09-18 https://hdl.handle.net/10037/19505 https://doi.org/10.3897/oneeco.5.e57117 eng eng Pensoft One Ecosystem info:eu-repo/grantAgreement/RCN/MILJØFORSK/296987/Norway/Future ArcTic Ecosystems (FATE): drivers of diversity and future scenarios from ethnoecology, contemporary ecology and ancient DNA/FATE/ Ancin Murguzur, Hausner. Research gaps and trends in the Arctic tundra: a topic-modelling approach. One Ecosystem. 2020 FRIDAID 1832876 doi:10.3897/oneeco.5.e57117 2367-8194 https://hdl.handle.net/10037/19505 openAccess Copyright 2020 The Author(s) VDP::Mathematics and natural science: 400::Zoology and botany: 480::Ecology: 488 VDP::Matematikk og Naturvitenskap: 400::Zoologiske og botaniske fag: 480::Økologi: 488 VDP::Social science: 200::Human geography: 290 VDP::Samfunnsvitenskap: 200::Samfunnsgeografi: 290 Journal article Tidsskriftartikkel Peer reviewed publishedVersion 2020 ftunivtroemsoe https://doi.org/10.3897/oneeco.5.e57117 2021-06-25T17:57:43Z Climate change is affecting the biodiversity, ecosystem services and the well-being of people that live in the Arctic tundra. Understanding the societal implications and adapting to these changes depend on knowledge produced by multiple disciplines. We analysed peer-reviewed publications to identify the main research themes relating to the Arctic tundra and assessed to what extent current research build on multiple disciplines to confront the upcoming challenges of rapid environmental changes. We used a topic-modelling approach, based on the Latent Dirichlet Allocation algorithm to detect topics based on semantic similarity. We found that plant and soil ecology dominate the tundra research and are highly connected to other ecological disciplines and biophysical sciences. Despite the fivefold increase in the number of publications during the past decades, the proportion of studies that address societal implications of climate change remains low. The strong scientific interest in the tundra reflects the concern of the rapid warming of the Arctic, but few studies include the cross-disciplinary approach necessary to fully assess the implications of these changes for society. Article in Journal/Newspaper Arctic Arctic Climate change Tundra University of Tromsø: Munin Open Research Archive Arctic One Ecosystem 5
institution Open Polar
collection University of Tromsø: Munin Open Research Archive
op_collection_id ftunivtroemsoe
language English
topic VDP::Mathematics and natural science: 400::Zoology and botany: 480::Ecology: 488
VDP::Matematikk og Naturvitenskap: 400::Zoologiske og botaniske fag: 480::Økologi: 488
VDP::Social science: 200::Human geography: 290
VDP::Samfunnsvitenskap: 200::Samfunnsgeografi: 290
spellingShingle VDP::Mathematics and natural science: 400::Zoology and botany: 480::Ecology: 488
VDP::Matematikk og Naturvitenskap: 400::Zoologiske og botaniske fag: 480::Økologi: 488
VDP::Social science: 200::Human geography: 290
VDP::Samfunnsvitenskap: 200::Samfunnsgeografi: 290
Ancin Murguzur, Francisco Javier
Hausner, Vera Helene
Research gaps and trends in the Arctic tundra: a topic-modelling approach
topic_facet VDP::Mathematics and natural science: 400::Zoology and botany: 480::Ecology: 488
VDP::Matematikk og Naturvitenskap: 400::Zoologiske og botaniske fag: 480::Økologi: 488
VDP::Social science: 200::Human geography: 290
VDP::Samfunnsvitenskap: 200::Samfunnsgeografi: 290
description Climate change is affecting the biodiversity, ecosystem services and the well-being of people that live in the Arctic tundra. Understanding the societal implications and adapting to these changes depend on knowledge produced by multiple disciplines. We analysed peer-reviewed publications to identify the main research themes relating to the Arctic tundra and assessed to what extent current research build on multiple disciplines to confront the upcoming challenges of rapid environmental changes. We used a topic-modelling approach, based on the Latent Dirichlet Allocation algorithm to detect topics based on semantic similarity. We found that plant and soil ecology dominate the tundra research and are highly connected to other ecological disciplines and biophysical sciences. Despite the fivefold increase in the number of publications during the past decades, the proportion of studies that address societal implications of climate change remains low. The strong scientific interest in the tundra reflects the concern of the rapid warming of the Arctic, but few studies include the cross-disciplinary approach necessary to fully assess the implications of these changes for society.
format Article in Journal/Newspaper
author Ancin Murguzur, Francisco Javier
Hausner, Vera Helene
author_facet Ancin Murguzur, Francisco Javier
Hausner, Vera Helene
author_sort Ancin Murguzur, Francisco Javier
title Research gaps and trends in the Arctic tundra: a topic-modelling approach
title_short Research gaps and trends in the Arctic tundra: a topic-modelling approach
title_full Research gaps and trends in the Arctic tundra: a topic-modelling approach
title_fullStr Research gaps and trends in the Arctic tundra: a topic-modelling approach
title_full_unstemmed Research gaps and trends in the Arctic tundra: a topic-modelling approach
title_sort research gaps and trends in the arctic tundra: a topic-modelling approach
publisher Pensoft
publishDate 2020
url https://hdl.handle.net/10037/19505
https://doi.org/10.3897/oneeco.5.e57117
geographic Arctic
geographic_facet Arctic
genre Arctic
Arctic
Climate change
Tundra
genre_facet Arctic
Arctic
Climate change
Tundra
op_relation One Ecosystem
info:eu-repo/grantAgreement/RCN/MILJØFORSK/296987/Norway/Future ArcTic Ecosystems (FATE): drivers of diversity and future scenarios from ethnoecology, contemporary ecology and ancient DNA/FATE/
Ancin Murguzur, Hausner. Research gaps and trends in the Arctic tundra: a topic-modelling approach. One Ecosystem. 2020
FRIDAID 1832876
doi:10.3897/oneeco.5.e57117
2367-8194
https://hdl.handle.net/10037/19505
op_rights openAccess
Copyright 2020 The Author(s)
op_doi https://doi.org/10.3897/oneeco.5.e57117
container_title One Ecosystem
container_volume 5
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