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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Online Access: | https://hdl.handle.net/10037/23503 https://doi.org/10.3897/oneeco.5.e57117 |
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ftunivtroemsoe:oai:munin.uit.no:10037/23503 2023-05-15T14:22:48+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/10037/23503 https://doi.org/10.3897/oneeco.5.e57117 eng eng Pensoft Publishers 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 1938938 doi:10.3897/oneeco.5.e57117 2367-8194 https://hdl.handle.net/10037/23503 openAccess Copyright 2020 The Author(s) VDP::Mathematics and natural science: 400::Zoology and botany: 480::Marine biology: 497 VDP::Matematikk og Naturvitenskap: 400::Zoologiske og botaniske fag: 480::Marinbiologi: 497 Journal article Tidsskriftartikkel Peer reviewed publishedVersion 2020 ftunivtroemsoe https://doi.org/10.3897/oneeco.5.e57117 2021-12-29T23:55:45Z 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 topicmodelling 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 |
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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::Marine biology: 497 VDP::Matematikk og Naturvitenskap: 400::Zoologiske og botaniske fag: 480::Marinbiologi: 497 |
spellingShingle |
VDP::Mathematics and natural science: 400::Zoology and botany: 480::Marine biology: 497 VDP::Matematikk og Naturvitenskap: 400::Zoologiske og botaniske fag: 480::Marinbiologi: 497 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::Marine biology: 497 VDP::Matematikk og Naturvitenskap: 400::Zoologiske og botaniske fag: 480::Marinbiologi: 497 |
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 topicmodelling 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 Publishers |
publishDate |
2020 |
url |
https://hdl.handle.net/10037/23503 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 1938938 doi:10.3897/oneeco.5.e57117 2367-8194 https://hdl.handle.net/10037/23503 |
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 |
_version_ |
1766295320922161152 |