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(https://doi.org/10.1021/acs.analchem.5c04230).","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"url":"https://www.openagrar.de/receive/openagrar_mods_00111185","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":1,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-03-23T06:58:30Z","registered":"2026-03-23T06:58:30Z","published":null,"updated":"2026-05-26T00:54:47Z"},"relationships":{"client":{"data":{"id":"zbmed.mri","type":"clients"}}}},{"id":"10.5073/20231024-173119-0","type":"dois","attributes":{"doi":"10.5073/20231024-173119-0","identifiers":[{"identifier":"openagrar_mods_00091171","identifierType":"MyCoRe"}],"creators":[{"name":"Branding, Jelto","nameType":"Personal","givenName":"Jelto","familyName":"Branding","affiliation":["Julius Kühn-Institute (JKI), Institute for Application Techniques in Plant Protection, Germany"],"nameIdentifiers":[{"nameIdentifier":"1242934154","nameIdentifierScheme":"GND"}]},{"name":"von Hörsten, Dieter","nameType":"Personal","givenName":"Dieter","familyName":"von Hörsten","affiliation":["Julius Kühn-Institute (JKI), Institute for Application Techniques in Plant Protection, Germany"],"nameIdentifiers":[{"nameIdentifier":"139310665","nameIdentifierScheme":"GND"}]},{"name":"Böckmann, Elias","nameType":"Personal","givenName":"Elias","familyName":"Böckmann","affiliation":["Julius Kühn-Institute (JKI), Institute for Plant Protection in Horticulture and Urban Green, Germany"],"nameIdentifiers":[{"nameIdentifier":"1181976936","nameIdentifierScheme":"GND"}]},{"name":"Wegener, Jens","nameType":"Personal","givenName":"Jens","familyName":"Wegener","affiliation":["Julius Kühn-Institute (JKI), Institute for Application Techniques in Plant Protection, Germany"],"nameIdentifiers":[{"nameIdentifier":"132914891","nameIdentifierScheme":"GND"}]},{"name":"Hartung, Eberhard","nameType":"Personal","givenName":"Eberhard","familyName":"Hartung","affiliation":["Christian-Albrechts-Universität zu Kiel, Faculty of Agricultural and Nutritional Sciences, Kiel, Germany"],"nameIdentifiers":[{"nameIdentifier":"101460317X","nameIdentifierScheme":"GND"}]}],"titles":[{"lang":"en","title":"Dataset: InsectSound1000"}],"publisher":"OpenAgrar Repository","container":{},"publicationYear":2024,"subjects":[{"subject":"Sound"},{"subject":"Dataset"},{"subject":"Acoustic"},{"subject":"Insects"},{"subject":"Aphidoletes aphidimyza"},{"subject":"Bombus terrestris"},{"subject":"Bradysia difformis"},{"subject":"Coccinella septempunctata"},{"subject":"Episyrphus balteatus"},{"subject":"Halyomorpha halys"},{"subject":"Myzus persicae"},{"subject":"Nezara viridula"},{"subject":"Palomena prasina"},{"subject":"Rhaphigaster nebulos"},{"subject":"Trialeurodes vaporariorum"},{"subject":"Tuta Absoluta"},{"subject":"630","subjectScheme":"sdnb"}],"contributors":[{"name":"Bundesbehörden und Einrichtungen im Geschäftsbereich des Bundesministeriums für Ernährung und Landwirtschaft (BMEL)","affiliation":[],"contributorType":"HostingInstitution","nameIdentifiers":[]}],"dates":[{"date":"2024-04-23","dateType":"Issued"}],"language":"en","types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceType":"research_data","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[{"schemeUri":"https://www.loc.gov/standards/mods/v3/mods-3-7.xsd","relationType":"HasMetadata","relatedIdentifier":"https://www.openagrar.de/receive/openagrar_mods_00091171?XSL.Transformer=mods","relatedIdentifierType":"URL","relatedMetadataScheme":"mods"}],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"lang":"en","rights":"Creative Commons Attribution 4.0 International","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc-by-4.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"lang":"en","description":"InsectSound1000 is a dataset comprising more than 169000 labelled sound samples of 12 insects. The insect's sound level spans from very loud Bombus terrestris, to inaudible to human ears Aphidoletes aphidimyza. The samples were extracted from more than 1000 h of recordings made in an anechoic box with a four-channel low-noise measurement microphone array. Each sample is a four-channel wave-file of 2500 ms length, at 16 kHz sample rate and 32 bit resolution. Acoustic insect recognition holds great potential to form the basis of a digital insect sensor. Such sensors are desperately needed to automate pest monitoring and ecological monitoring. With its significant size and high-quality recordings, InsectSound1000 can be used to train data-hungry deep learning models. Used to pre-train models, it can also be leveraged to enable the development of acoustic insect recognition systems on different hardware or for different insects. Further, the methodology employed to create the dataset is presented in detail to allow for the extension of the published dataset.","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"url":"https://www.openagrar.de/receive/openagrar_mods_00091171","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2024-04-23T09:25:26Z","registered":"2024-04-23T09:25:27Z","published":null,"updated":"2026-05-26T00:54:46Z"},"relationships":{"client":{"data":{"id":"tib.jki","type":"clients"}}}},{"id":"10.5281/zenodo.20388182","type":"dois","attributes":{"doi":"10.5281/zenodo.20388182","identifiers":[{"identifier":"oai:zenodo.org:20388182","identifierType":"oai"}],"creators":[{"name":"Morrison, Kemar","nameType":"Personal","givenName":"Kemar","familyName":"Morrison","nameIdentifiers":[{"nameIdentifier":"0009-0008-9904-9790","nameIdentifierScheme":"ORCID"}],"affiliation":[]}],"titles":[{"title":"L1/L2 Matrix-Lattice Breakthrough"}],"publisher":"Zenodo","container":{},"publicationYear":2026,"subjects":[],"contributors":[],"dates":[{"date":"2026-05-26","dateType":"Issued"}],"language":null,"types":{"ris":"RPRT","bibtex":"article","citeproc":"article-journal","schemaOrg":"ScholarlyArticle","resourceType":"Patent","resourceTypeGeneral":"Text"},"relatedIdentifiers":[{"relationType":"IsVersionOf","relatedIdentifier":"10.5281/zenodo.20388181","relatedIdentifierType":"DOI"}],"relatedItems":[],"sizes":[],"formats":[],"version":null,"rightsList":[{"rights":"Creative Commons Attribution 4.0 International","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc-by-4.0","rightsIdentifierScheme":"SPDX"},{"rights":"Copyright ©️ 2026 Kemar Armando Morrison","rightsUri":"http://rightsstatements.org/vocab/InC/1.0/"}],"descriptions":[{"description":"Core breakthrough\n\nThe missing middle layer is neither metadata nor memory. It is a Matrix-Lattice Bridge that converts multi-state dynamics into admissible, witnessed, source-bound history. L1 decides execution; L2 preserves evidence; L1.5 binds dynamical resonance, artifact routes, and null-clean continuity before commit.\n\nExecutive Abstract\n\nThis paper proposes a public-safe reconstruction of the KAM L1/L2 architecture as a transition-governance framework for adaptive systems, artifact continuity, and source-bound state commit. The central distinction is that a generated state, readable artifact, resonant signal, or copied derivative is not automatically valid, continuous, or authoritative. A proposed state must pass source, route, identity, manifest, receipt, null, and closure tests before it can become committed history.\n\nThe breakthrough is the Matrix-Lattice Bridge: an intermediate L1.5 layer connecting temporal drift, harmonic resonance, waveprint/glyph dynamics, angular-memory mechanics, capsule routes, and witness receipts to L1 execution decisions and L2 evidence preservation. This moves governance from retrospective labelling to execution-time admissibility.\n\nThis release is intentionally public-safe. It shows the theorem surface, vocabulary, architecture, verification logic, and falsification conditions while withholding sealed thresholds, private-root keys, live recognition material, capsule internals, and operational authority mechanisms.\n\n \n\n ","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"url":"https://zenodo.org/doi/10.5281/zenodo.20388182","contentUrl":null,"metadataVersion":0,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"api","isActive":true,"state":"findable","reason":null,"viewCount":0,"downloadCount":0,"referenceCount":0,"citationCount":0,"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2026-05-26T00:53:28Z","registered":"2026-05-26T00:53:29Z","published":null,"updated":"2026-05-26T00:53:29Z"},"relationships":{"client":{"data":{"id":"cern.zenodo","type":"clients"}}}},{"id":"10.5281/zenodo.20388217","type":"dois","attributes":{"doi":"10.5281/zenodo.20388217","identifiers":[{"identifier":"oai:zenodo.org:20388217","identifierType":"oai"}],"creators":[{"name":"Vázquez Broquá, Juan Ignacio","nameType":"Personal","givenName":"Juan Ignacio","familyName":"Vázquez Broquá","affiliation":["Pontificia Universidad Católica 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