{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,26]],"date-time":"2025-09-26T19:10:06Z","timestamp":1758913806420,"version":"3.44.0"},"publisher-location":"Cham","reference-count":32,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032061355","type":"print"},{"value":"9783032061362","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,9,27]],"date-time":"2025-09-27T00:00:00Z","timestamp":1758931200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,9,27]],"date-time":"2025-09-27T00:00:00Z","timestamp":1758931200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-032-06136-2_14","type":"book-chapter","created":{"date-parts":[[2025,9,26]],"date-time":"2025-09-26T18:38:05Z","timestamp":1758911885000},"page":"146-155","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Tracing the\u00a0Evolution of\u00a0Coastal Scientific Literature in\u00a0Scopus (1970\u20132023)"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-9247-5745","authenticated-orcid":false,"given":"Julien","family":"Delaunay","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0007-3812-1341","authenticated-orcid":false,"given":"Marc-Alexis","family":"Aza\u00efs","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0006-5643-0773","authenticated-orcid":false,"given":"Dipendra Sharma","family":"Kafle","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6719-5007","authenticated-orcid":false,"given":"Nicolas","family":"Sidere","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6160-3356","authenticated-orcid":false,"given":"Antoine","family":"Doucet","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3112-9686","authenticated-orcid":false,"given":"Olivier","family":"de Viron","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,9,27]]},"reference":[{"issue":"1","key":"14_CR1","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1080\/08920759109362128","volume":"19","author":"T Beatley","year":"1991","unstructured":"Beatley, T.: Protecting biodiversity in coastal environments: introduction and overview. Coast. Manag. 19(1), 1\u201319 (1991)","journal-title":"Coast. Manag."},{"key":"14_CR2","doi-asserted-by":"publisher","first-page":"36","DOI":"10.1016\/j.jinteco.2015.09.001","volume":"98","author":"DM Bernhofen","year":"2016","unstructured":"Bernhofen, D.M., El-Sahli, Z., Kneller, R.: Estimating the effects of the container revolution on world trade. J. Int. Econ. 98, 36\u201350 (2016)","journal-title":"J. Int. Econ."},{"key":"14_CR3","unstructured":"Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent Dirichlet allocation. J. Mach. Learn. Res. 3, 993\u20131022 (2003)"},{"key":"14_CR4","doi-asserted-by":"publisher","DOI":"10.3389\/fmars.2021.740602","volume":"8","author":"T Bongarts Lebbe","year":"2021","unstructured":"Bongarts Lebbe, T., et al.: Designing coastal adaptation strategies to tackle sea level rise. Front. Mar. Sci. 8, 740602 (2021)","journal-title":"Front. Mar. Sci."},{"key":"14_CR5","doi-asserted-by":"crossref","unstructured":"Casey, H.L., Adamou, A., Rodighiero, D.: Mapping techniques for an automated library classification: the case study of library loans at bibliotheca Hertziana. In: International Conference on Theory and Practice of Digital Libraries, pp. 127\u2013143. Springer (2024)","DOI":"10.1007\/978-3-031-72437-4_8"},{"issue":"1","key":"14_CR6","doi-asserted-by":"publisher","first-page":"22489","DOI":"10.1038\/s41598-024-73287-x","volume":"14","author":"A Cosby","year":"2024","unstructured":"Cosby, A., et al.: Accelerating growth of human coastal populations at the global and continent levels: 2000\u20132018. Sci. Rep. 14(1), 22489 (2024)","journal-title":"Sci. Rep."},{"key":"14_CR7","volume-title":"Global loss of coastal habitats: rates, causes and consequences","author":"CM Duarte","year":"2009","unstructured":"Duarte, C.M., et al.: Global loss of coastal habitats: rates, causes and consequences. Fundaci\u00f3n BBVA Madrid, Spain (2009)"},{"key":"14_CR8","doi-asserted-by":"crossref","unstructured":"Faiz, H., et al.: A scientometric analysis of heavy metals pollution in coastal areas (2003\u20132023). In: E3S Web of Conferences, vol.\u00a0527, p. 02011. EDP Sciences (2024)","DOI":"10.1051\/e3sconf\/202452702011"},{"issue":"12","key":"14_CR9","doi-asserted-by":"publisher","first-page":"1060","DOI":"10.1038\/s41893-021-00780-w","volume":"4","author":"O Floerl","year":"2021","unstructured":"Floerl, O., et al.: A global model to forecast coastal hardening and mitigate associated socioecological risks. Nat. Sustain. 4(12), 1060\u20131067 (2021)","journal-title":"Nat. Sustain."},{"key":"14_CR10","unstructured":"Grattafiori, A., et\u00a0al.: The llama 3 herd of models. arXiv preprint arXiv:2407.21783 (2024)"},{"key":"14_CR11","unstructured":"Grootendorst, M.: BERTopic: neural topic modeling with a class-based TF-IDF procedure. arXiv preprint arXiv:2203.05794 (2022)"},{"issue":"3","key":"14_CR12","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1257\/jep.21.3.131","volume":"21","author":"D Hummels","year":"2007","unstructured":"Hummels, D.: Transportation costs and international trade in the second era of globalization. J. Econ. Perspect. 21(3), 131\u2013154 (2007)","journal-title":"J. Econ. Perspect."},{"key":"14_CR13","doi-asserted-by":"publisher","DOI":"10.1016\/j.ocecoaman.2023.106709","volume":"242","author":"E Laino","year":"2023","unstructured":"Laino, E., Iglesias, G.: Scientometric review of climate-change extreme impacts on coastal cities. Ocean Coast. Manag. 242, 106709 (2023)","journal-title":"Ocean Coast. Manag."},{"key":"14_CR14","doi-asserted-by":"publisher","unstructured":"Lam, M.S., Teoh, J., Landay, J.A., Heer, J., Bernstein, M.S.: Concept induction: Analyzing unstructured text with high-level concepts using LLooM. In: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems, CHI 2024. Association for Computing Machinery, New York (2024). https:\/\/doi.org\/10.1145\/3613904.3642830","DOI":"10.1145\/3613904.3642830"},{"key":"14_CR15","doi-asserted-by":"crossref","unstructured":"Leal, K.B., Robaina, L.E.d.S., De\u00a0Lima, A.d.S.: Coastal impacts of storm surges on a changing climate: a global bibliometric analysis. Nat. Hazards 114(2), 1455\u20131476 (2022)","DOI":"10.1007\/s11069-022-05432-6"},{"key":"14_CR16","unstructured":"Mu, Y., Dong, C., Bontcheva, K., Song, X.: Large language models offer an alternative to the traditional approach of topic modelling. In: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), pp. 10160\u201310171 (2024)"},{"key":"14_CR17","doi-asserted-by":"publisher","unstructured":"Neumann, B., Vafeidis, A.T., Zimmermann, J., Nicholls, R.J.: Future coastal population growth and exposure to sea-level rise and coastal flooding - a global assessment. PLOS ONE 10(3), 1\u201334 (2015). https:\/\/doi.org\/10.1371\/journal.pone.0118571","DOI":"10.1371\/journal.pone.0118571"},{"key":"14_CR18","doi-asserted-by":"crossref","unstructured":"Notteboom, T., Pallis, A., Rodrigue, J.P.: Port Economics, Management and Policy. Routledge (2022)","DOI":"10.4324\/9780429318184"},{"key":"14_CR19","doi-asserted-by":"crossref","unstructured":"Pham, C., Hoyle, A., Sun, S., Resnik, P., Iyyer, M.: TopicGPT: a prompt-based topic modeling framework. In: Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), pp. 2956\u20132984 (2024)","DOI":"10.18653\/v1\/2024.naacl-long.164"},{"key":"14_CR20","first-page":"348","volume":"25","author":"A Pritchard","year":"1969","unstructured":"Pritchard, A.: Statistical bibliography or bibliometrics. J. Doc. 25, 348 (1969)","journal-title":"J. Doc."},{"issue":"6","key":"14_CR21","doi-asserted-by":"publisher","first-page":"13807","DOI":"10.1007\/s10668-023-03252-7","volume":"26","author":"H Rhomad","year":"2024","unstructured":"Rhomad, H., Khalil, K., Elkalay, K.: Trends and hot spots of coastal science in moroccan atlantic coast: a bibliometric analysis. Environ. Dev. Sustain. 26(6), 13807\u201313830 (2024)","journal-title":"Environ. Dev. Sustain."},{"issue":"2","key":"14_CR22","doi-asserted-by":"publisher","first-page":"533","DOI":"10.1177\/0972150920966885","volume":"25","author":"MA Sharafuddin","year":"2024","unstructured":"Sharafuddin, M.A., Madhavan, M.: Thematic evolution of blue tourism: a scientometric analysis and systematic review. Glob. Bus. Rev. 25(2), 533\u2013554 (2024)","journal-title":"Glob. Bus. Rev."},{"key":"14_CR23","doi-asserted-by":"publisher","first-page":"353","DOI":"10.1007\/s10668-010-9265-5","volume":"13","author":"J Sun","year":"2011","unstructured":"Sun, J., Ni, J., Ho, Y.S.: Scientometric analysis of coastal eutrophication research during the period of 1993 to 2008. Environ. Dev. Sustain. 13, 353\u2013366 (2011)","journal-title":"Environ. Dev. Sustain."},{"key":"14_CR24","doi-asserted-by":"publisher","DOI":"10.1016\/j.ocecoaman.2024.107106","volume":"252","author":"Y Sun","year":"2024","unstructured":"Sun, Y., Zhang, H., Lin, Q., Zhang, C., He, C., Zheng, H.: Exploring the international research landscape of blue carbon: based on scientometrics analysis. Ocean Coast. Manag. 252, 107106 (2024)","journal-title":"Ocean Coast. Manag."},{"issue":"1","key":"14_CR25","doi-asserted-by":"publisher","first-page":"6466","DOI":"10.1038\/s41598-020-62188-4","volume":"10","author":"M Taherkhani","year":"2020","unstructured":"Taherkhani, M., Vitousek, S., Barnard, P.L., Frazer, N., Anderson, T.R., Fletcher, C.H.: Sea-level rise exponentially increases coastal flood frequency. Sci. Rep. 10(1), 6466 (2020)","journal-title":"Sci. Rep."},{"issue":"3","key":"14_CR26","doi-asserted-by":"publisher","first-page":"458","DOI":"10.5530\/jscires.11.3.49","volume":"11","author":"D Thattai","year":"2023","unstructured":"Thattai, D., Rangarajan, S., Rajan, R.J., Rajan, L.J.: Mangrove literature from 2000 to 2019-a scientometric analysis of scopus records. J. Sci. Res. 11(3), 458\u2013468 (2023)","journal-title":"J. Sci. Res."},{"issue":"1","key":"14_CR27","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1162\/qss_a_00177","volume":"3","author":"M Thelwall","year":"2022","unstructured":"Thelwall, M., Sud, P.: Scopus 1900\u20132020: growth in articles, abstracts, countries, fields, and journals. Quant. Sci. Stud. 3(1), 37\u201350 (2022)","journal-title":"Quant. Sci. Stud."},{"key":"14_CR28","doi-asserted-by":"crossref","unstructured":"Tran, H.T.H., Gonz\u00e1lez-Gallardo, C.E., Delaunay, J., Doucet, A., Pollak, S.: Is prompting what term extraction needs? In: International Conference on Text, Speech, and Dialogue, pp. 17\u201329. Springer (2024)","DOI":"10.1007\/978-3-031-70563-2_2"},{"issue":"5","key":"14_CR29","doi-asserted-by":"publisher","first-page":"1758","DOI":"10.1002\/pan3.10444","volume":"6","author":"EA Virtanen","year":"2024","unstructured":"Virtanen, E.A., Kallio, N., Nurmi, M., Jernberg, S., Saikkonen, L., Forsblom, L.: Recreational land use contributes to the loss of marine biodiversity. People Nature 6(5), 1758\u20131773 (2024)","journal-title":"People Nature"},{"key":"14_CR30","doi-asserted-by":"publisher","unstructured":"Wang, H., Prakash, N., Hoang, N.K., Hee, M.S., Naseem, U., Lee, R.K.W.: Prompting large language models for topic modeling. In: 2023 IEEE International Conference on Big Data (BigData), pp. 1236\u20131241 (2023). https:\/\/doi.org\/10.1109\/BigData59044.2023.10386113","DOI":"10.1109\/BigData59044.2023.10386113"},{"key":"14_CR31","unstructured":"Wang, W., Wei, F., Dong, L., Bao, H., Yang, N., Zhou, M.: MiniLM: deep self-attention distillation for task-agnostic compression of pre-trained transformers. Adv. Neural. Inf. Process. Syst. 33, 5776\u20135788 (2020)"},{"key":"14_CR32","doi-asserted-by":"publisher","first-page":"305","DOI":"10.1007\/s11192-007-1863-0","volume":"80","author":"W Zhang","year":"2009","unstructured":"Zhang, W., Qian, W., Ho, Y.S.: A bibliometric analysis of research related to ocean circulation. Scientometrics 80, 305\u2013316 (2009)","journal-title":"Scientometrics"}],"container-title":["Communications in Computer and Information Science","New Trends in Theory and Practice of Digital Libraries"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-06136-2_14","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,26]],"date-time":"2025-09-26T18:38:08Z","timestamp":1758911888000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-06136-2_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,27]]},"ISBN":["9783032061355","9783032061362"],"references-count":32,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-06136-2_14","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,9,27]]},"assertion":[{"value":"27 September 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"The authors have no competing interests to declare that are relevant to the content of this article.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosure of Interests"}},{"value":"TPDL","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Theory and Practice of Digital Libraries","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Tampere","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Finland","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 September 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 September 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"tpdl2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/tpdl2025.github.io\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}