{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,14]],"date-time":"2026-03-14T19:11:12Z","timestamp":1773515472460,"version":"3.50.1"},"reference-count":46,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2024,10,16]],"date-time":"2024-10-16T00:00:00Z","timestamp":1729036800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2024,10,16]],"date-time":"2024-10-16T00:00:00Z","timestamp":1729036800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"funder":[{"DOI":"10.13039\/100010661","name":"Horizon 2020 Framework Programme","doi-asserted-by":"publisher","award":["101094227"],"award-info":[{"award-number":["101094227"]}],"id":[{"id":"10.13039\/100010661","id-type":"DOI","asserted-by":"publisher"}]},{"name":"IIA - MONTEROTONDO"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int J Data Sci Anal"],"published-print":{"date-parts":[[2025,10]]},"abstract":"<jats:title>Abstract<\/jats:title>\n          <jats:p>The integration and harmonization of marine data from diverse sources are vital for advancing global oceanographic research and ensuring seamless discovery and access of critical datasets. This paper presents a comprehensive analysis of the metadata harmonization efforts within the Blue-cloud 2026 project, which brokers data from numerous Blue Data Infrastructures (BDIs), leveraging the Discovery and Access Broker technology. The platform enables discovery and analysis of marine data collections while facilitating interoperability with other components of the marine digital ecosystem, such as virtual laboratories and the Semantic Analyzer. It also supports the flow of Blue-cloud information to other initiatives like the Global Earth Observations System of Systems. For data managers, the findings emphasize the importance of enhancing metadata quality, revealing discrepancies in core metadata elements, and the need for more consistent use of controlled vocabularies. For cyberinfrastructure developers, the study details the challenges of accommodating a wide array of interfaces from different data systems, highlighting the adoption of an extensible brokering architecture that harmonizes metadata models and protocols. The study also emphasizes the importance of metadata analysis in ensuring effective searches for end users, highlighting challenges in aggregating diverse sources, where data providers may have structured the content with different objectives compared to those of the system of systems. End users will gain insights into the current metadata content of Blue-cloud, enabling them to search and access data from multiple BDIs with an understanding of the technical complexities behind the scenes.<\/jats:p>","DOI":"10.1007\/s41060-024-00664-0","type":"journal-article","created":{"date-parts":[[2024,10,16]],"date-time":"2024-10-16T00:02:03Z","timestamp":1729036923000},"page":"3317-3336","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Blue-cloud DAB: developing a platform to harmonize, assess and disseminate marine metadata collections"],"prefix":"10.1007","volume":"20","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2075-4742","authenticated-orcid":false,"given":"Enrico","family":"Boldrini","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Roberto","family":"Roncella","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fabrizio","family":"Papeschi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Paolo","family":"Mazzetti","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dick","family":"Schaap","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peter","family":"Thijsse","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Paul","family":"Weerheim","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stefano","family":"Nativi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,10,16]]},"reference":[{"key":"664_CR1","unstructured":"UN General Assembly: Transforming our world: the 2030 agenda for sustainable development (2015). Accessed on 13 Aug 2024. [Online]. Available: https:\/\/www.refworld.org\/legal\/resolution\/unga\/2015\/en\/111816"},{"key":"664_CR2","doi-asserted-by":"publisher","unstructured":"Commission, E. et al., Mission area, healthy oceans, seas, and coastal and inland waters \u2013 foresight on demand brief in support of the Horizon Europe mission board. Publications Office of the European Union (2021). https:\/\/doi.org\/10.2777\/054595","DOI":"10.2777\/054595"},{"key":"664_CR3","doi-asserted-by":"publisher","unstructured":"Commission, E. and D.-G. for R. and Innovation, strategic research and innovation agenda (SRIA) of the European open science cloud (EOSC). Publications Office of the European Union (2022). https:\/\/doi.org\/10.2777\/935288","DOI":"10.2777\/935288"},{"key":"664_CR4","unstructured":"Laney, D.: 3D data management: controlling data volume, velocity and variety. META group research note, 6(70) (2001)"},{"key":"664_CR5","doi-asserted-by":"publisher","DOI":"10.5281\/zenodo.10438757","author":"D Schaap","year":"2023","unstructured":"Schaap, D.: Blue-cloud 2026\u2013D2.1 existing DD&AS and blue data infrastructures \u2013 review and specifications for optimisation report. Zenodo (2023). https:\/\/doi.org\/10.5281\/zenodo.10438757"},{"key":"664_CR6","doi-asserted-by":"publisher","DOI":"10.5281\/zenodo.10438608","author":"D Schaap","year":"2023","unstructured":"Schaap, D.: Blue-cloud 2026\u2013D2.2 new blue data infrastructures \u2013 service analysis report. Zenodo (2023). https:\/\/doi.org\/10.5281\/zenodo.10438608"},{"issue":"D1","key":"664_CR7","doi-asserted-by":"publisher","first-page":"D753","DOI":"10.1093\/nar\/gkac1080","volume":"51","author":"L Richardson","year":"2023","unstructured":"Richardson, L., et al.: MGnify: the microbiome sequence data analysis resource in 2023. Nucleic Acids Res. 51(D1), D753\u2013D759 (2023). https:\/\/doi.org\/10.1093\/nar\/gkac1080","journal-title":"Nucleic Acids Res."},{"issue":"10","key":"664_CR8","doi-asserted-by":"publisher","first-page":"811","DOI":"10.1080\/17538947.2013.781243","volume":"7","author":"AM Leadbetter","year":"2014","unstructured":"Leadbetter, A.M., Lowry, R.K., Clements, D.O.: Putting meaning into NETMAR - the open service network for marine environmental data. Int. J. Digit. Earth 7(10), 811 (2014). https:\/\/doi.org\/10.1080\/17538947.2013.781243","journal-title":"Int. J. Digit. Earth"},{"key":"664_CR9","unstructured":"Kokkinaki, A. Moncoiff\u00e9, G., and Le Franc, Y.: Fair semantics and the NVS. Bull. Geophys. Oceanogr, 62 (2021)"},{"key":"664_CR10","doi-asserted-by":"publisher","unstructured":"Wilson, C., Robinson, D., and Simons, R. A.: Erddap: providing easy access to remote sensing data for scientists and students. In: International geoscience and remote sensing symposium (IGARSS) (2020). https:\/\/doi.org\/10.1109\/IGARSS39084.2020.9323962","DOI":"10.1109\/IGARSS39084.2020.9323962"},{"key":"664_CR11","unstructured":"Bernot, J. et al.: World register of marine species (WoRMS), WoRMS editorial board (2024). [Online]. Available: https:\/\/www.marinespecies.org"},{"key":"664_CR12","doi-asserted-by":"publisher","unstructured":"Schaap, D., Boldrini, E., Nativi, S., Tosello, V., and Fichaut, M.: Ocean data standards volume 8: SeaDataNet common data index (CDI) metadata model for Marine and oceanographic datasets (including SeaDataNet CDI metadata profile of ISO 19115, V12.2.0) (2021). https:\/\/doi.org\/10.25607\/OBP-1961","DOI":"10.25607\/OBP-1961"},{"issue":"3","key":"664_CR13","doi-asserted-by":"publisher","first-page":"1118","DOI":"10.1109\/JSTARS.2013.2243113","volume":"6","author":"S Nativi","year":"2013","unstructured":"Nativi, S., Craglia, M., Pearlman, J.: Earth science infrastructures interoperability: the brokering approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 6(3), 1118 (2013). https:\/\/doi.org\/10.1109\/JSTARS.2013.2243113","journal-title":"IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens."},{"key":"664_CR14","doi-asserted-by":"publisher","unstructured":"Boldrini, E., Craglia, M., Mazzetti, P., and Nativi, S.: The brokering approach for enabling collaborative scientific research (2014). https:\/\/doi.org\/10.4018\/978-1-4666-6567-5.ch014","DOI":"10.4018\/978-1-4666-6567-5.ch014"},{"key":"664_CR15","doi-asserted-by":"publisher","DOI":"10.5194\/adgeo-28-17-2010","author":"S Nativi","year":"2010","unstructured":"Nativi, S., Mazzetti, P., Santoro, M., Boldrini, E., Manzella, G.M.R., Schaap, D.M.A.: CDI\/THREDDS interoperability in the SeaDataNet framework. Adv. Geosci. (2010). https:\/\/doi.org\/10.5194\/adgeo-28-17-2010"},{"key":"664_CR16","doi-asserted-by":"publisher","DOI":"10.5194\/nhess-12-3013-2012","author":"FR Salas","year":"2012","unstructured":"Salas, F.R., Boldrini, E., Maidment, D.R., Nativi, S., Domenico, B.: Crossing the digital divide: an interoperable solution for sharing time series and coverages in Earth sciences. Nat. Hazards Earth Syst Sci (2012). https:\/\/doi.org\/10.5194\/nhess-12-3013-2012"},{"key":"664_CR17","doi-asserted-by":"publisher","DOI":"10.1504\/IJMSO.2015.070831","author":"E Boldrini","year":"2015","unstructured":"Boldrini, E., Luzi, D., Nativi, S., Pecoraro, F.: Harmonising CERIF and INSPIRE metadata models to support multidisciplinary data sharing. Int. J. Metadata Semant. Ontol.Semant. Ontol. (2015). https:\/\/doi.org\/10.1504\/IJMSO.2015.070831","journal-title":"Int. J. Metadata Semant. Ontol.Semant. Ontol."},{"key":"664_CR18","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.envsoft.2015.01.017","volume":"68","author":"S Nativi","year":"2015","unstructured":"Nativi, S., Mazzetti, P., Santoro, M., Papeschi, F., Craglia, M., Ochiai, O.: Big data challenges in building the global earth observation system of systems. Environ Model Softw.Softw. 68, 1\u201326 (2015). https:\/\/doi.org\/10.1016\/j.envsoft.2015.01.017","journal-title":"Environ Model Softw.Softw."},{"key":"664_CR19","doi-asserted-by":"publisher","unstructured":"Glaves, H. M.: Developing a common global framework for marine data management (2016). https:\/\/doi.org\/10.4018\/978-1-5225-0700-0.ch003","DOI":"10.4018\/978-1-5225-0700-0.ch003"},{"key":"664_CR20","doi-asserted-by":"publisher","unstructured":"Pearlman, J., Schaap, D., and Glaves, H.: Ocean data interoperability platform (ODIP): addressing key challenges for marine data management on a global scale. In: OCEANS 2016 MTS\/IEEE Monterey, OCE 2016 (2016). https:\/\/doi.org\/10.1109\/OCEANS.2016.7761406","DOI":"10.1109\/OCEANS.2016.7761406"},{"issue":"1","key":"664_CR21","doi-asserted-by":"publisher","first-page":"1259","DOI":"10.1080\/17538947.2022.2099591","volume":"15","author":"E Boldrini","year":"2022","unstructured":"Boldrini, E., Nativi, S., Pecora, S., Chernov, I., Mazzetti, P.: Multi-scale hydrological system-of-systems realized through WHOS: the brokering framework. Int. J. Digit. Earth 15(1), 1259\u20131289 (2022). https:\/\/doi.org\/10.1080\/17538947.2022.2099591","journal-title":"Int. J. Digit. Earth"},{"key":"664_CR22","unstructured":"ESSI-LAB of CNR-IIA: Discovery and access broker (DAB) community edition. GitHub (2021). Accessed on 13 Aug. 2024. [Online]. Available: https:\/\/github.com\/ESSI-Lab\/DAB"},{"key":"664_CR23","doi-asserted-by":"publisher","unstructured":"Nativi, S., Bigagli, L., Mazzetti, P., Boldrini, E., and Papeschi, F.: GI-cat: a mediation solution for building a clearinghouse catalog service. In: Proceedings of the international conference on advanced geographic information systems and web services. GEOWS 2009 (2009). https:\/\/doi.org\/10.1109\/GEOWS.2009.34","DOI":"10.1109\/GEOWS.2009.34"},{"key":"664_CR24","doi-asserted-by":"publisher","unstructured":"Nativi, S., Bigagli, L., Mazzetti, P., Mattia, U., and Boldrini, E.: Discovery, query and access services for imagery, gridded and coverage data a clearinghouse solution. In: International geoscience and remote sensing symposium (IGARSS) (2007). https:\/\/doi.org\/10.1109\/IGARSS.2007.4423731","DOI":"10.1109\/IGARSS.2007.4423731"},{"issue":"4","key":"664_CR25","doi-asserted-by":"publisher","first-page":"233","DOI":"10.1109\/JSTARS.2009.2028584","volume":"2","author":"S Nativi","year":"2009","unstructured":"Nativi, S., Bigagli, L.: Discovery, mediation, and access services for earth observation data. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 2(4), 233 (2009). https:\/\/doi.org\/10.1109\/JSTARS.2009.2028584","journal-title":"IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens."},{"issue":"1","key":"664_CR26","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1080\/17538947.2022.2162986","volume":"16","author":"M Santoro","year":"2023","unstructured":"Santoro, M., Mazzetti, P., Nativi, S.: Virtual earth cloud: a multi-cloud framework for enabling geosciences digital ecosystems. Int. J. Digit. Earth 16(1), 43 (2023). https:\/\/doi.org\/10.1080\/17538947.2022.2162986","journal-title":"Int. J. Digit. Earth"},{"key":"664_CR27","unstructured":"ISO: ISO\/IEC TR 20943\u20135:2013 information technology \u2014 procedures for achieving metadata registry content consistency. Accessed on 14 Aug. 2024. [Online]. Available: https:\/\/www.iso.org\/standard\/55026.html"},{"key":"664_CR28","unstructured":"ISO: ISO\/TS 18876\u20131:2003 industrial automation systems and integration \u2014 integration of industrial data for exchange, access and sharing. Accessed on 14 Aug. 2024. [Online]. Available: https:\/\/www.iso.org\/standard\/33701.html"},{"key":"664_CR29","unstructured":"ISO: ISO 19115\u20131:2014 geographic information \u2014 metadata, part 1: fundamentals. Accessed on Aug. 14 2024. [Online]. Available: https:\/\/www.iso.org\/standard\/53798.html"},{"key":"664_CR30","unstructured":"ISO: ISO 19115\u20133:2023 geographic information \u2014 metadata, part 3: XML schema implementation for fundamental concepts. Accessed on 20 Aug. 2024. [Online]. Available: https:\/\/www.iso.org\/standard\/80874.html"},{"key":"664_CR31","doi-asserted-by":"publisher","unstructured":"Kokkinaki, A., Moncoiff\u00e9, G., Habgood, D., Boldrini, E., and Car, N.: The semantic analyser. In: International conference on marine data and information systems - proceedings volume, S. Simoncelli, M. Vernet, and C. Coatanoan, Eds., Bergen: Miscellanea INGV (2024). https:\/\/doi.org\/10.13127\/MISC\/80","DOI":"10.13127\/MISC\/80"},{"key":"664_CR32","doi-asserted-by":"publisher","DOI":"10.5281\/zenodo.10606930","author":"A Kokkinaki","year":"2024","unstructured":"Kokkinaki, A., Moncoiff\u00e9, G., Krijger, T., Boldrini, E., Thijsse, P.: D2.3 - FAIR-EASE semantic brokerage service. Zenodo (2024). https:\/\/doi.org\/10.5281\/zenodo.10606930"},{"key":"664_CR33","doi-asserted-by":"publisher","unstructured":"Gould, M.: ROR and organizational identifier interoperability in publishing systems (2023). https:\/\/doi.org\/10.14293\/s2199-ssp-am23-01030","DOI":"10.14293\/s2199-ssp-am23-01030"},{"key":"664_CR34","unstructured":"Meadows, A.: Are you ready to ROR? an inside look at this new organization identifier registry. The scholarly kitchen. Accessed on 20 Aug. 2024. [Online]. Available: https:\/\/scholarlykitchen.sspnet.org\/2019\/12\/04\/are-you-ready-to-ror-an-inside-look-at-this-new-organization-identifier-registry\/"},{"key":"664_CR35","doi-asserted-by":"publisher","unstructured":"Shenoy, A., and Prabhu, A.: Introducing SEO (2016). https:\/\/doi.org\/10.1007\/978-1-4842-1854-9.","DOI":"10.1007\/978-1-4842-1854-9"},{"issue":"2","key":"664_CR36","doi-asserted-by":"publisher","first-page":"413","DOI":"10.1080\/20964471.2022.2135234","volume":"7","author":"R Roncella","year":"2023","unstructured":"Roncella, R., et al.: Publishing NextGEOSS data on the GEOSS platform. Big Earth Data 7(2), 413 (2023). https:\/\/doi.org\/10.1080\/20964471.2022.2135234","journal-title":"Big Earth Data"},{"issue":"2","key":"664_CR37","doi-asserted-by":"publisher","first-page":"428","DOI":"10.1080\/20964471.2023.2187659","volume":"7","author":"R Roncella","year":"2023","unstructured":"Roncella, R., et al.: Publishing Eurac research data on the GEOSS platform. Big Earth Data 7(2), 428 (2023). https:\/\/doi.org\/10.1080\/20964471.2023.2187659","journal-title":"Big Earth Data"},{"issue":"2","key":"664_CR38","doi-asserted-by":"publisher","first-page":"398","DOI":"10.1080\/20964471.2022.2107420","volume":"7","author":"R Roncella","year":"2023","unstructured":"Roncella, R., Zhang, L., Boldrini, E., Santoro, M., Mazzetti, P., Nativi, S.: Publishing China satellite data on the GEOSS platform. Big Earth Data 7(2), 398 (2023). https:\/\/doi.org\/10.1080\/20964471.2022.2107420","journal-title":"Big Earth Data"},{"issue":"3","key":"664_CR39","doi-asserted-by":"publisher","first-page":"1676","DOI":"10.1109\/JSTARS.2013.2259580","volume":"6","author":"A Zabala","year":"2013","unstructured":"Zabala, A., et al.: Rubric-Q: adding quality-related elements to the GEOSS clearinghouse datasets. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 6(3), 1676 (2013). https:\/\/doi.org\/10.1109\/JSTARS.2013.2259580","journal-title":"IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens."},{"issue":"1\u20132","key":"664_CR40","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1080\/20964471.2017.1401284","volume":"1","author":"M Craglia","year":"2017","unstructured":"Craglia, M., Hradec, J., Nativi, S., Santoro, M.: Exploring the depths of the global earth observation system of systems. Big Earth Data 1(1\u20132), 21 (2017). https:\/\/doi.org\/10.1080\/20964471.2017.1401284","journal-title":"Big Earth Data"},{"issue":"1","key":"664_CR41","doi-asserted-by":"publisher","first-page":"715","DOI":"10.1080\/17538947.2023.2174193","volume":"16","author":"E Boldrini","year":"2023","unstructured":"Boldrini, E., Nativi, S., Hradec, J., Santoro, M., Mazzetti, P., Craglia, M.: GEOSS platform data content and use. Int. J. Digit Earth 16(1), 715\u2013740 (2023). https:\/\/doi.org\/10.1080\/17538947.2023.2174193","journal-title":"Int. J. Digit Earth"},{"key":"664_CR42","unstructured":"Infrastructure and information systems WMO Commission for observation, WIS metadata key performance indicators. Geneva (2022). Accessed 14 Aug. 2024. [Online]. Available: https:\/\/meetings.wmo.int\/INFCOM-2\/InformationDocuments\/INFCOM-2-INF06-3(2)-WIS-METADATA-KPI_en.docx"},{"key":"664_CR43","doi-asserted-by":"publisher","DOI":"10.1016\/j.envsci.2021.12.023","author":"P Mazzetti","year":"2022","unstructured":"Mazzetti, P., et al.: Knowledge formalization for earth science informed decision-making: the GEOEssential knowledge base. Environ Sci PolicySci Policy (2022). https:\/\/doi.org\/10.1016\/j.envsci.2021.12.023","journal-title":"Environ Sci PolicySci Policy"},{"issue":"3","key":"664_CR44","doi-asserted-by":"publisher","first-page":"12","DOI":"10.7191\/jeslib.739","volume":"12","author":"T Habermann","year":"2023","unstructured":"Habermann, T.: Connecting repositories to the global research community: a Re-curation process. J. Esci. Librariansh 12(3), 12 (2023). https:\/\/doi.org\/10.7191\/jeslib.739","journal-title":"J. Esci. Librariansh"},{"key":"664_CR45","doi-asserted-by":"publisher","DOI":"10.5334\/dsj-2024-002","author":"SS Chong","year":"2024","unstructured":"Chong, S.S., Schildhauer, M., O\u2019brien, M., Mecum, B., Jones, M.B.: Enhancing the FAIRness of Arctic research data through semantic annotation. Data Sci. J. (2024). https:\/\/doi.org\/10.5334\/dsj-2024-002","journal-title":"Data Sci. J."},{"key":"664_CR46","unstructured":"ISO: ISO 19109:2015 geographic information \u2014 rules for application schema. Accessed on 14 Aug. 2024. [Online]. Available: https:\/\/www.iso.org\/standard\/59193.html"}],"updated-by":[{"DOI":"10.1007\/s41060-024-00675-x","type":"correction","label":"Correction","source":"publisher","updated":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000}}],"container-title":["International Journal of Data Science and Analytics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s41060-024-00664-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s41060-024-00664-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s41060-024-00664-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,25]],"date-time":"2025-09-25T10:53:01Z","timestamp":1758797581000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s41060-024-00664-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,16]]},"references-count":46,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2025,10]]}},"alternative-id":["664"],"URL":"https:\/\/doi.org\/10.1007\/s41060-024-00664-0","relation":{"references":[{"id-type":"doi","id":"10.5281\/zenodo.10438757","asserted-by":"subject"},{"id-type":"doi","id":"10.5281\/zenodo.10438608","asserted-by":"subject"},{"id-type":"doi","id":"10.5194\/adgeo-28-17-2010","asserted-by":"subject"},{"id-type":"doi","id":"10.5194\/nhess-12-3013-2012","asserted-by":"subject"},{"id-type":"doi","id":"10.5281\/zenodo.10606930","asserted-by":"subject"}],"correction":[{"id-type":"doi","id":"10.1007\/s41060-024-00675-x","asserted-by":"object"}]},"ISSN":["2364-415X","2364-4168"],"issn-type":[{"value":"2364-415X","type":"print"},{"value":"2364-4168","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,10,16]]},"assertion":[{"value":"30 June 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"29 September 2024","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"16 October 2024","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"1 November 2024","order":4,"name":"change_date","label":"Change Date","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"Correction","order":5,"name":"change_type","label":"Change Type","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"A Correction to this paper has been published:","order":6,"name":"change_details","label":"Change Details","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"https:\/\/doi.org\/10.1007\/s41060-024-00675-x","URL":"https:\/\/doi.org\/10.1007\/s41060-024-00675-x","order":7,"name":"change_details","label":"Change Details","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare no competing interests.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}