Replication Data for: Research gaps and trends in the Arctic tundra: a topic modeling approach

DOI

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

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Identifier
DOI https://doi.org/10.18710/WBKY7Q
Related Identifier IsCitedBy https://doi.org/10.3897/oneeco.5.e57117
Metadata Access https://dataverse.no/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.18710/WBKY7Q
Provenance
Creator Ancin-Murguzur, Francisco Javier ORCID logo; Hausner, Vera Helene ORCID logo
Publisher DataverseNO
Contributor Ancin-Murguzur, Francisco Javier; UiT The Arctic University of Norway
Publication Year 2020
Funding Reference This article was supported by the Fram Center flagship Effects of climate change on ecosystems, landscape local communities and indigenous people 369903 ; Norwegian Research Council 296897
Rights CC0 1.0; info:eu-repo/semantics/openAccess; http://creativecommons.org/publicdomain/zero/1.0
OpenAccess true
Contact Ancin-Murguzur, Francisco Javier (UiT The Arctic University of Norway)
Representation
Resource Type Bibliographic data; Dataset
Format text/plain; type/x-r-syntax
Size 5985; 9812343; 9535; 8821
Version 1.0
Discipline Earth and Environmental Science; Economics; Environmental Research; Geosciences; Natural Sciences; Social and Behavioural Sciences
Spatial Coverage Tromsø