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Recent advances in geomathematics in Croatia: examples from subsurface geological mapping and biostatistics

2020-05-15Journal article Open access
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dc.contributor.authorMalvić, Tomislav
dc.contributor.authorBošnjak, Marija
dc.contributor.authorVelić, Josipa
dc.contributor.authorSremac, Jasenka
dc.contributor.authorIvšinović, Josip
dc.contributor.authorDinis, Maria Alzira Pimenta
dc.contributor.authorBarudžija, Uroš
dc.date.accessioned2020-08-14T15:56:54Z
dc.date.available2020-08-14T15:56:54Z
dc.date.issued2020-05-15
dc.descriptionhttp://sherpa.ac.uk/romeo/issn/2076-3263/pt_PT
dc.description.abstractGeomathematics is extremely important in geosciences, particularly in the geology. The key for any geomathematical analysis is the definition of a typical model to be applied for further prognosis, either through deterministic or stochastic approaches. The selection of the appropriate procedure is presented in this paper. Two different geomathematical subfield datasets were used in subsurface geological mapping and palaeontology and different biostatistics applications, representing important geomathematical subfields in the Croatian geology. The different subsurface interpolation methods tested, validated and recommended for application were used to obtain the best possible outcome in reservoir modelling, in the cases with small datasets. Cross- validation may be chosen as the main selection criteria, applied to the Croatian part of the Pannonian Basin System (CPBS). Recent advances in biostatistics applied in palaeontology and case studies from Croatia are also presented, where biometric studies are of significant importance in fossil biota. Data, methods and problems in geosciences are vast subjects, and address a wide spectrum of fundamental science. Because geology includes subsurface and surface geology, and very different datasets regarding variable and number of data, we have chosen here two representative case study groups with original samples from Northern Croatia. Subsurface mapping has been presented on limited petrophysical datasets from the Northern Croatian, Miocene, hydrocarbon reservoirs. Biostatistics have been presented on very different samples, allowing us to achieve paleoenvironmental reconstructions of the size of relevant fossils, such as dinosaurs or other species and their paleoenvironments. All examples highlight examples of the valuable application of geomathematical tools in geology. The results, cautiously validated and correlated with other, non-numerical (indicator, categorical) geological knowledge, are of enormous assistance in creating better geological models.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationAPA: Malvić, T., Bošnjak, M., Velić, J., Sremac, J., Ivšinović, J., Dinis, M. A. P., & Barudžija, U. (2020). Recent Advances in Geomathematics in Croatia: Examples from Subsurface Geological Mapping and Biostatistics. Geosciences, 10(5), 1-21, Article 188. https://doi.org/10.3390/geosciences10050188pt_PT
dc.identifier.doi10.3390/geosciences10050188pt_PT
dc.identifier.issn2076-3263
dc.identifier.urihttp://hdl.handle.net/10284/8940
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.publisherMultidisciplinary Digital Publishing Institute (MDPI)pt_PT
dc.relation.ispartofseries2020: A 10 Years Journey-Advances in Geosciences;188
dc.relation.publisherversionhttps://www.mdpi.com/2076-3263/10/5/188pt_PT
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/pt_PT
dc.subjectGeomathematicspt_PT
dc.subjectGeostatisticspt_PT
dc.subjectSubsurface geological mappingpt_PT
dc.subjectBiostatisticspt_PT
dc.subjectPalaeontologypt_PT
dc.subjectCroatiapt_PT
dc.titleRecent advances in geomathematics in Croatia: examples from subsurface geological mapping and biostatisticspt_PT
dc.typejournal article
dspace.entity.typePublication
oaire.citation.conferencePlaceSuiçapt_PT
oaire.citation.endPage22pt_PT
oaire.citation.issue5pt_PT
oaire.citation.startPage1pt_PT
oaire.citation.titleGeosciencespt_PT
oaire.citation.volume10pt_PT
person.familyNameMalvić
person.familyNameDinis
person.givenNameTomislav
person.givenNameMaria Alzira Pimenta
person.identifier493603
person.identifier.ciencia-id4710-147D-FDAF
person.identifier.orcid0000-0003-2072-9539
person.identifier.orcid0000-0002-2198-6740
person.identifier.ridJ-6340-2019
person.identifier.ridF-3309-2011
person.identifier.scopus-author-id8619756300
person.identifier.scopus-author-id55539804000
rcaap.rightsopenAccesspt_PT
rcaap.typearticlept_PT
relation.isAuthorOfPublicationa9394eef-6244-489b-b7cc-5ce8d1350f7e
relation.isAuthorOfPublication1e85592a-e8e2-4aea-bd8e-1007c94388c0
relation.isAuthorOfPublication.latestForDiscovery1e85592a-e8e2-4aea-bd8e-1007c94388c0

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