mycoreobjectrosdok_disshab_0000003622rosdok_disshab_0000003622rosdokdisshabrosdok_derivate_00002285752026-08-05T14:31:25.443Z2026-08-05T13:16:36.801ZMCRJANITOReditorFGpublished1rosdok_derivate_0000228575truetruederivate_types:fulltextVolltextfulltextwf_edit_epub wf_register_epubstate:publishedstate:publishedveröffentlichtpublishedrosdok_id000057041981156925Oau2026-08-052026-08-05T14:04:21ZrdaConverted from PICA to MODS using Pica2MODS XSLT Transformer 2.14-SNAPSHOT [SCM: "" "" ""] with mode 'DEFAULT'.DissertationHochschulschriftOn the production, assessment and usage of data in microplastics researchThis thesis compiles research efforts aimed at advancing the understanding of microplastics pollution from a data-driven perspective. Regarding data production, it includes the development of a water sampler and a guideline of modular laboratory protocols for the purification of microplastics. Data assessment is covered by studies on method validation, a concept for analytical interlaboratory comparisons, and contributions to data management. Finally, data utilisation is demonstrated through applications in pollution assessment, modelling, and spatial predictive mapping using machine learning.RobinLenz1988 -VerfasserInaut14155401790000-0003-4156-7380MatthiasLabrenz1966 -AkademischeR BetreuerIndgs13682028XLeibniz Institute for Baltic Sea Research WarnemündeSonjaHerres-Pawlis1979 -AkademischeR BetreuerIndgs1306514430000-0002-4354-4353RWTH Aachen38329-6Universität Rostock1419 - 19761990 -Grad-verleihende Institutiondgg2147083-2Universität Rostock. Mathematisch-Naturwissenschaftliche FakultätGrad-verleihende Institutiondgghttps://purl.uni-rostock.de/rosdok/id00005704urn:nbn:de:gbv:28-rosdok_id00005704-210.18453/rosdok_id00005704004 Informatik540 Chemie570 Biowissenschaften, BiologieMathematisch-Naturwissenschaftliche FakultätCC BY 4.0Nutzungsrechte erteiltLizenz Metadaten: CC0frei zugänglich (Open Access)en1 Online-Ressource (vi, 244 Seiten)20252025-08-14Universität RostockRostockmonographic20252026Universitätsbibliothek RostockRostock2026Universitätsbibliothek Rostockhttps://purl.uni-rostock.de/rosdok/id00005704Enthält ZeitschriftenartikelMatthias Labrenz (Leibniz Institute for Baltic Sea Research Warnemünde) ; Sonja Herres-Pawlis (RWTH Aachen)[{"name":"Labrenz, Matthias","affil":"Leibniz Institute for Baltic Sea Research Warnemünde"},{"name":"Herres-Pawlis, Sonja","affil":"RWTH Aachen"}]Dissertation, Universität Rostock, 2025, Kumulative Dissertationvorgelegt von Robin LenzLabrenz, MatthiasLeibniz Institute for Baltic Sea Research WarnemündeHerres-Pawlis, SonjaRWTH Aachendoctype:epubdoctype:epubDokumenttypDocument typedoctype:epub.dissertationdoctype:epub.dissertationDissertationdoctoral thesisdiniPublType:doctoralThesis diniPublType2022:PhDThesis XMetaDissPlusThesisLevel:thesis.doctoralinfo:eu-repo/semantics/doctoralThesisdocumentnatureOfContent:ppn_105825778natureOfContent:ppn_105825778HochschulschriftdiniPublType2022:DoctoralThesisdiniPublType2022:DoctoralThesisDissertation oder HabilitationDoctoral thesisDRIVERdiniPublType2022:PhDThesisdiniPublType2022:PhDThesisDissertationPhD thesisKDSF (Pu34)XMetaDissPlusThesisLevel:thesis.doctoralXMetaDissPlusThesisLevel:thesis.doctoralDoktorarbeitdoctoral thesisSDNB:004SDNB:004004 Informatik004 Data processing Computer sciencesSDNB:540SDNB:540540 Chemie540 Chemistry & allied sciencesSDNB:570SDNB:570570 Biowissenschaften, Biologie570 Life scienceinstitution:unirostockinstitution:unirostockUniversität RostockUniversity of RostockUniversität RostockUniversität RostockUni.Rostockhttp://d-nb.info/gnd/38329-6institution:unirostock.mnfinstitution:unirostock.mnfMathematisch-Naturwissenschaftliche FakultätFaculty of Mathematics and Natural SciencesUniversität Rostock. Mathematisch-Naturwissenschaftliche FakultätMathematisch-Natur-<br />wissenschaftliche FakultätUni.Rostock.Fakultaet.MNFhttp://d-nb.info/gnd/2147083-2licenseinfo:worklicenseinfo:workWerkworklicenseinfo:work.cclicenselicenseinfo:work.cclicenseCC-LizenzCC-licenselicenseinfo:work.cclicense.cc-bylicenseinfo:work.cclicense.cc-byCC BYCC BYlicenseinfo:work.cclicense.cc-by.v40licenseinfo:work.cclicense.cc-by.v40CC BY 4.0CC BY 4.0/creativecommons/l/by/4.0/88x31.png[DE-28]Namensnennung 4.0 International$cCC BY 4.0$gCreative Commons$uhttps://creativecommons.org/licenses/by/4.0/https://creativecommons.org/licenses/by/4.0/https://creativecommons.org/licenses/by/4.0/licenseinfo:depositlicenseinfo:depositVeröffentlichungsgenehmigungpermission to storelicenseinfo:deposit.rightsgrantedlicenseinfo:deposit.rightsgrantedNutzungsrechte erteiltrights grantedlicenseinfo:metadatalicenseinfo:metadataLizenzen für Metadatenlicenseinfo:metadata.cc0licenseinfo:metadata.cc0Lizenz Metadaten: CC0license metadata: CC0/creativecommons/p/zero/1.0/88x31.pnghttps://creativecommons.org/publicdomain/zero/1.0/accesscondition:openaccessaccesscondition:openaccessfrei zugänglich (Open Access)open accesshttp://purl.org/coar/access_right/c_abf2OAfreeinfo:eu-repo/semantics/openAccess[DE-28]Open Access$gControlled Vocabulary for Access Rights$uhttp://purl.org/coar/access_right/c_abf2rfc5646:enrfc5646:enEnglischEnglishengengOn the production, assessment and usage of data in microplastics researchOn the production, assessment and usage of data in microplastics researchgnd:1415540179orcid:0000-0003-4156-7380gnd:13682028Xgnd:130651443orcid:0000-0002-4354-4353gnd:38329-6gnd:2147083-2gnd:1415540179orcid:0000-0003-4156-7380gnd:13682028Xgnd:130651443orcid:0000-0002-4354-4353gnd:38329-6gnd:2147083-2rosdok_disshab_0000003622-d1046681e52gnd:1415540179orcid:0000-0003-4156-7380Robin LenzRobin Lenzrosdok_disshab_0000003622-d1046681e68gnd:13682028XMatthias LabrenzMatthias Labrenzrosdok_disshab_0000003622-d1046681e83gnd:130651443orcid:0000-0002-4354-4353Sonja Herres-PawlisSonja Herres-Pawlisrosdok_disshab_0000003622-d1046681e100gnd:38329-6Universität RostockUniversität Rostockrosdok_disshab_0000003622-d1046681e114gnd:2147083-2Universität Rostock. Mathematisch-Naturwissenschaftliche FakultätUniversität Rostock. Mathematisch-Naturwissenschaftliche FakultätRobin LenzMatthias LabrenzSonja Herres-PawlisUniversität RostockUniversität Rostock. Mathematisch-Naturwissenschaftliche FakultätRobin LenzMatthias LabrenzSonja Herres-PawlisUniversität RostockUniversität Rostock. Mathematisch-Naturwissenschaftliche FakultätRobin LenzRostockUniversität Rostockepub.dissertationhttps://purl.uni-rostock.de/rosdok/id00005704urn:nbn:de:gbv:28-rosdok_id00005704-210.18453/rosdok_id00005704This thesis compiles research efforts aimed at advancing the understanding of microplastics pollution from a data-driven perspective. Regarding data production, it includes the development of a water sampler and a guideline of modular laboratory protocols for the purification of microplastics. Data assessment is covered by studies on method validation, a concept for analytical interlaboratory comparisons, and contributions to data management. Finally, data utilisation is demonstrated through applications in pollution assessment, modelling, and spatial predictive mapping using machine learning.20252025Enthält ZeitschriftenartikelMatthias Labrenz (Leibniz Institute for Baltic Sea Research Warnemünde) ; Sonja Herres-Pawlis (RWTH Aachen)[{"name":"Labrenz, Matthias","affil":"Leibniz Institute for Baltic Sea Research Warnemünde"},{"name":"Herres-Pawlis, Sonja","affil":"RWTH Aachen"}]Dissertation, Universität Rostock, 2025, Kumulative Dissertationvorgelegt von Robin Lenzepub.dissertation1 Lenz_Dissertation_2026.pdf 31733689 ce0446b1d5b205adb75f0fc800ca5df1 rosdok_id000057041981156925Oau2026-08-052026-08-05T14:04:21ZrdaConverted from PICA to MODS using Pica2MODS XSLT Transformer 2.14-SNAPSHOT [SCM: "" "" ""] with mode 'DEFAULT'.DissertationHochschulschriftOn the production, assessment and usage of data in microplastics researchThis thesis compiles research efforts aimed at advancing the understanding of microplastics pollution from a data-driven perspective. Regarding data production, it includes the development of a water sampler and a guideline of modular laboratory protocols for the purification of microplastics. Data assessment is covered by studies on method validation, a concept for analytical interlaboratory comparisons, and contributions to data management. Finally, data utilisation is demonstrated through applications in pollution assessment, modelling, and spatial predictive mapping using machine learning.RobinLenz1988 -VerfasserInaut14155401790000-0003-4156-7380MatthiasLabrenz1966 -AkademischeR BetreuerIndgs13682028XLeibniz Institute for Baltic Sea Research WarnemündeSonjaHerres-Pawlis1979 -AkademischeR BetreuerIndgs1306514430000-0002-4354-4353RWTH Aachen38329-6Universität Rostock1419 - 19761990 -Grad-verleihende Institutiondgg2147083-2Universität Rostock. Mathematisch-Naturwissenschaftliche FakultätGrad-verleihende Institutiondgghttps://purl.uni-rostock.de/rosdok/id00005704urn:nbn:de:gbv:28-rosdok_id00005704-210.18453/rosdok_id00005704004 Informatik540 Chemie570 Biowissenschaften, BiologieMathematisch-Naturwissenschaftliche FakultätCC BY 4.0Nutzungsrechte erteiltLizenz Metadaten: CC0frei zugänglich (Open Access)en1 Online-Ressource (vi, 244 Seiten)20252025-08-14Universität RostockRostockmonographic20252026Universitätsbibliothek RostockRostock2026Universitätsbibliothek Rostockhttps://purl.uni-rostock.de/rosdok/id00005704Enthält ZeitschriftenartikelMatthias Labrenz (Leibniz Institute for Baltic Sea Research Warnemünde) ; Sonja Herres-Pawlis (RWTH Aachen)[{"name":"Labrenz, Matthias","affil":"Leibniz Institute for Baltic Sea Research Warnemünde"},{"name":"Herres-Pawlis, Sonja","affil":"RWTH Aachen"}]Dissertation, Universität Rostock, 2025, Kumulative Dissertationvorgelegt von Robin Lenz Labrenz, Matthias Leibniz Institute for Baltic Sea Research Warnemünde Herres-Pawlis, Sonja RWTH Aachen 2026-08-05T13:16:36.801Z 2026-08-05T14:31:25.443Z 2026-08-15T14:31:25.462Z editorFG {"identifier":"rosdok/id00005704","type":"local_id","additional":"","service":"MCRLocalID","created":"2026-08-05T13:16:37.467Z"} {"identifier":"urn:nbn:de:gbv:28-rosdok_id00005704-2","type":"dnbUrn","additional":"","service":"RosDokURN","created":"2026-08-05T13:16:37.490Z"} {"identifier":"https://purl.uni-rostock.de/rosdok/id00005704","type":"purl","additional":"","service":"RosDokPURL","created":"2026-08-05T13:16:37.497Z","registrationStarted":"2026-08-05T14:31:23.851Z"} {"identifier":"10.18453/rosdok_id00005704","type":"doi","additional":"","service":"RosDokDOI","created":"2026-08-05T13:16:37.506Z","registrationStarted":"2026-08-05T14:31:23.563Z","registered":"2026-08-05T14:31:25.440Z"} MCRJANITORfulltextfile/rosdok_disshab_0000003622/rosdok_derivate_0000228575/Lenz_Dissertation_2026.pdfOn the production, assessment and usage of data in microplastics researchOn the production, assessment and usage of data in microplastics researchgnd:1415540179orcid:0000-0003-4156-7380gnd:13682028Xgnd:130651443orcid:0000-0002-4354-4353gnd:38329-6gnd:2147083-2gnd:1415540179orcid:0000-0003-4156-7380gnd:13682028Xgnd:130651443orcid:0000-0002-4354-4353gnd:38329-6gnd:2147083-2rosdok_disshab_0000003622-d1046681e52gnd:1415540179orcid:0000-0003-4156-7380Robin LenzRobin Lenzrosdok_disshab_0000003622-d1046681e68gnd:13682028XMatthias LabrenzMatthias Labrenzrosdok_disshab_0000003622-d1046681e83gnd:130651443orcid:0000-0002-4354-4353Sonja Herres-PawlisSonja Herres-Pawlisrosdok_disshab_0000003622-d1046681e100gnd:38329-6Universität RostockUniversität Rostockrosdok_disshab_0000003622-d1046681e114gnd:2147083-2Universität Rostock. Mathematisch-Naturwissenschaftliche FakultätUniversität Rostock. Mathematisch-Naturwissenschaftliche FakultätRobin LenzMatthias LabrenzSonja Herres-PawlisUniversität RostockUniversität Rostock. Mathematisch-Naturwissenschaftliche FakultätRobin LenzMatthias LabrenzSonja Herres-PawlisUniversität RostockUniversität Rostock. Mathematisch-Naturwissenschaftliche FakultätRobin LenzRostockUniversität Rostockepub.dissertationhttps://purl.uni-rostock.de/rosdok/id00005704urn:nbn:de:gbv:28-rosdok_id00005704-210.18453/rosdok_id00005704This thesis compiles research efforts aimed at advancing the understanding of microplastics pollution from a data-driven perspective. Regarding data production, it includes the development of a water sampler and a guideline of modular laboratory protocols for the purification of microplastics. Data assessment is covered by studies on method validation, a concept for analytical interlaboratory comparisons, and contributions to data management. Finally, data utilisation is demonstrated through applications in pollution assessment, modelling, and spatial predictive mapping using machine learning.20252025Enthält ZeitschriftenartikelMatthias Labrenz (Leibniz Institute for Baltic Sea Research Warnemünde) ; Sonja Herres-Pawlis (RWTH Aachen)[{"name":"Labrenz, Matthias","affil":"Leibniz Institute for Baltic Sea Research Warnemünde"},{"name":"Herres-Pawlis, Sonja","affil":"RWTH Aachen"}]Dissertation, Universität Rostock, 2025, Kumulative Dissertationvorgelegt von Robin Lenz[xslt]Saxonrosdok_id00005704https://purl.uni-rostock.de/rosdok/id00005704198115692510.18453/rosdok_id00005704urn:nbn:de:gbv:28-rosdok_id00005704-2Robin LenzLenz RobinOn the production, assessment and usage of data in microplastics researchDissertationdoctoral thesisUniversität Rostock, 2025-08-14This thesis compiles research efforts aimed at advancing the understanding of microplastics pollution from a data-driven perspective. Regarding data production, it includes the development of a water sampler and a guideline of modular laboratory protocols for the purification of microplastics. Data…Robin LenzOn the production, assessment and usage of data in microplastics researchUniversitätsbibliothek Rostockhttps://purl.uni-rostock.de/rosdok/id00005704RobinLenz1988 -VerfasserInaut14155401790000-0003-4156-7380MatthiasLabrenz1966 -AkademischeR BetreuerIndgs13682028XLeibniz Institute for Baltic Sea Research WarnemündeSonjaHerres-Pawlis1979 -AkademischeR BetreuerIndgs1306514430000-0002-4354-4353RWTH Aachen38329-6Universität Rostock1419 - 19761990 -Grad-verleihende Institutiondgg2147083-2Universität Rostock. Mathematisch-Naturwissenschaftliche FakultätGrad-verleihende Institutiondgg[purl]https://purl.uni-rostock.de/rosdok/id00005704[urn]urn:nbn:de:gbv:28-rosdok_id00005704-2[doi]10.18453/rosdok_id00005704open_access20252025epoch:21th_centuryrfc5646:endoctype:epub.dissertationaccesscondition:openaccessSDNB:004SDNB:540SDNB:570institution:unirostock.mnfstate:published