A scientometric review of permafrost research based on textual analysis (1948-2020)

International audience This article proposes an analysis of research dedicated to permafrost. Its originality is twofold: it covers a corpus (n=16,249) that has never been reviewed before and also makes use of a methodology based on successive textual analysis processes. With the text-mining of addi...

Full description

Bibliographic Details
Published in:Scientometrics
Main Author: Bordignon, Frédérique
Other Authors: Direction de la documentation ENPC (DirDoc), École des Ponts ParisTech (ENPC)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2020
Subjects:
geo
Online Access:https://doi.org/10.1007/s11192-020-03747-4
https://hal-enpc.archives-ouvertes.fr/hal-02963536/file/postprint_scientometrics_permafrost.pdf
https://hal-enpc.archives-ouvertes.fr/hal-02963536
id fttriple:oai:gotriple.eu:10670/1.luu8zw
record_format openpolar
spelling fttriple:oai:gotriple.eu:10670/1.luu8zw 2023-05-15T17:56:12+02:00 A scientometric review of permafrost research based on textual analysis (1948-2020) Bordignon, Frédérique Direction de la documentation ENPC (DirDoc) École des Ponts ParisTech (ENPC) 2020-10-12 https://doi.org/10.1007/s11192-020-03747-4 https://hal-enpc.archives-ouvertes.fr/hal-02963536/file/postprint_scientometrics_permafrost.pdf https://hal-enpc.archives-ouvertes.fr/hal-02963536 en eng HAL CCSD Springer Verlag hal-02963536 doi:10.1007/s11192-020-03747-4 10670/1.luu8zw https://hal-enpc.archives-ouvertes.fr/hal-02963536/file/postprint_scientometrics_permafrost.pdf https://hal-enpc.archives-ouvertes.fr/hal-02963536 lic_creative-commons Hyper Article en Ligne - Sciences de l'Homme et de la Société ISSN: 0138-9130 EISSN: 1588-2861 Scientometrics Scientometrics, Springer Verlag, 2020, 126 (1), pp.417-436. ⟨10.1007/s11192-020-03747-4⟩ Text-mining methods Scientometrics Semantic mapping Lexical analysis Permafrost Infrastructure vulnerability geo envir Journal Article https://vocabularies.coar-repositories.org/resource_types/c_6501/ 2020 fttriple https://doi.org/10.1007/s11192-020-03747-4 2023-01-22T18:38:17Z International audience This article proposes an analysis of research dedicated to permafrost. Its originality is twofold: it covers a corpus (n=16,249) that has never been reviewed before and also makes use of a methodology based on successive textual analysis processes. With the text-mining of additional corpuses, we produce lists of qualified terms to fine-tune the indexing of the main corpus and isolate relevant terminology dedicated to infrastructure and soil properties. With these enrichments combined with other terminological extractions (such as place names recognition), we reveal the internal structure of permafrost research with the help of visual mapping and easily prove that permafrost research is multidisciplinary and multi-topical The semantic map and the diachronic analysis of terms clusters show that the interest had turned since the 1980s towards the role of climate change but also on China's needs for its highway and railway construction sites. The very strong and growing impact of Chinese research, focused on the Tibetan area, is one of the highlights of our data. Furthermore, we propose a focus on infrastructure vulnerability and use soil properties as a proxy to measure the existing interactions between two distinct research communities. The results suggest that research has mainly focused so far on the feasibility of building on frozen ground and exploiting soils, but remains at an early stage of addressing the impact of global warming on infrastructure degradation and its resilience. This study offers insights to permafrost experts, but also provide a methodology that could be reused for other investigations. Article in Journal/Newspaper permafrost Unknown Scientometrics 126 1 417 436
institution Open Polar
collection Unknown
op_collection_id fttriple
language English
topic Text-mining methods
Scientometrics
Semantic mapping
Lexical analysis
Permafrost
Infrastructure vulnerability
geo
envir
spellingShingle Text-mining methods
Scientometrics
Semantic mapping
Lexical analysis
Permafrost
Infrastructure vulnerability
geo
envir
Bordignon, Frédérique
A scientometric review of permafrost research based on textual analysis (1948-2020)
topic_facet Text-mining methods
Scientometrics
Semantic mapping
Lexical analysis
Permafrost
Infrastructure vulnerability
geo
envir
description International audience This article proposes an analysis of research dedicated to permafrost. Its originality is twofold: it covers a corpus (n=16,249) that has never been reviewed before and also makes use of a methodology based on successive textual analysis processes. With the text-mining of additional corpuses, we produce lists of qualified terms to fine-tune the indexing of the main corpus and isolate relevant terminology dedicated to infrastructure and soil properties. With these enrichments combined with other terminological extractions (such as place names recognition), we reveal the internal structure of permafrost research with the help of visual mapping and easily prove that permafrost research is multidisciplinary and multi-topical The semantic map and the diachronic analysis of terms clusters show that the interest had turned since the 1980s towards the role of climate change but also on China's needs for its highway and railway construction sites. The very strong and growing impact of Chinese research, focused on the Tibetan area, is one of the highlights of our data. Furthermore, we propose a focus on infrastructure vulnerability and use soil properties as a proxy to measure the existing interactions between two distinct research communities. The results suggest that research has mainly focused so far on the feasibility of building on frozen ground and exploiting soils, but remains at an early stage of addressing the impact of global warming on infrastructure degradation and its resilience. This study offers insights to permafrost experts, but also provide a methodology that could be reused for other investigations.
author2 Direction de la documentation ENPC (DirDoc)
École des Ponts ParisTech (ENPC)
format Article in Journal/Newspaper
author Bordignon, Frédérique
author_facet Bordignon, Frédérique
author_sort Bordignon, Frédérique
title A scientometric review of permafrost research based on textual analysis (1948-2020)
title_short A scientometric review of permafrost research based on textual analysis (1948-2020)
title_full A scientometric review of permafrost research based on textual analysis (1948-2020)
title_fullStr A scientometric review of permafrost research based on textual analysis (1948-2020)
title_full_unstemmed A scientometric review of permafrost research based on textual analysis (1948-2020)
title_sort scientometric review of permafrost research based on textual analysis (1948-2020)
publisher HAL CCSD
publishDate 2020
url https://doi.org/10.1007/s11192-020-03747-4
https://hal-enpc.archives-ouvertes.fr/hal-02963536/file/postprint_scientometrics_permafrost.pdf
https://hal-enpc.archives-ouvertes.fr/hal-02963536
genre permafrost
genre_facet permafrost
op_source Hyper Article en Ligne - Sciences de l'Homme et de la Société
ISSN: 0138-9130
EISSN: 1588-2861
Scientometrics
Scientometrics, Springer Verlag, 2020, 126 (1), pp.417-436. ⟨10.1007/s11192-020-03747-4⟩
op_relation hal-02963536
doi:10.1007/s11192-020-03747-4
10670/1.luu8zw
https://hal-enpc.archives-ouvertes.fr/hal-02963536/file/postprint_scientometrics_permafrost.pdf
https://hal-enpc.archives-ouvertes.fr/hal-02963536
op_rights lic_creative-commons
op_doi https://doi.org/10.1007/s11192-020-03747-4
container_title Scientometrics
container_volume 126
container_issue 1
container_start_page 417
op_container_end_page 436
_version_ 1766164315443822592