cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6075/j0nv9jm2
title: Avian Language Models: Rethinking Bioacoustic Pipelines with Self-Supervised Learning. In Data Science & Engineering Master of Advanced Study (DSE MAS) Capstone Projects

description: For our capstone project in the MAS Data Science and Engineering program, we focused on automated bird species identification from ambient soundscapes, a task traditionally constrained by the laborious process of manual audio annotation. Tracking bird populations can serve as a leading indicator to problems in the environment, such as pollution or food chain imbalances. As many bird species are small and spend most of their time hidden, counting populations through sound rather than sight is much easier and more accurate. The data used in this project consists of audio files containing bird vocalizations collected using focal and omnidirectional soundscape recording devices. The data is available publicly through the BirdSet and Cornell Birdcall Identification (CBI) datasets. We conducted controlled ablation studies to isolate the effects of LLMs within the NatureLM model, and compared to the same architecture without the LLM component, as well as our own encoder-only model based on CLAP.
DOI: 10.3535/11l-a86-1h8
title: Yponomeuta sedellus Treitschke, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xrs-d2ys
title: PAN-00030134 - coin/coin-related, provincie, duit

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00030134&lt;/p&gt;
description: Modified: 2020-06-09T09:37:03+02:00
DOI: 10.3535/1xs-l1v-zd5
title: Erebia melampus Füssly, 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cev-vn8-p3w
title: Deilephila elpenor Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xrs-j3xb
title: PAN-00130568 - sole of a shoe (Roman)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00130568&lt;/p&gt;
description: Modified: 2023-05-01T15:54:37+02:00
DOI: 10.3535/kbb-6c9-lfy
title: Clostera curtula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/trj-xa2-hfs
title: Mimas tiliae Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jcp-at7-fnm
title: Notodonta ziczac (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s8k-7jq-ew7
title: Stauropus fagi (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xrs-jdgk
title: Hof, Milheeze Gemeente Gemert-Bakel
title: Hof te Milheeze

description: &lt;p&gt;Binnen het plangebied wordt een nieuwbouwwoning gerealiseerd&lt;/p&gt;
description: &lt;p&gt;Milheeze - Hof&lt;/p&gt;
description: &lt;p&gt;Hof te Milheeze&lt;/p&gt;
description: Date: 2010-09-09 (veldwerk)
DOI: 10.3535/1l4-t4t-hj0
title: Pterostoma palpina (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hjj-x5e-6aa
title: Watsonalla binaria (Hufnagel, 1769)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rd2-y4p-gp0
title: Nacaduba Moore, 1881

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jjz-dmt-gpw
title: Biston betularia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n2d-7mk-arm
title: Notodonta tritophus ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e39-nlt-mh8
title: Laothoe populi Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lsm-7gj-2yk
title: Phalera (Phalera) bucephala (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xrs-nphf
title: PAN-00085619 - tobacco pipe (pipe clay)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00085619&lt;/p&gt;
description: Modified: 2021-02-22T09:36:03+01:00
DOI: 10.3535/qgs-ebl-btn
title: Biston betularia betularia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qvm-hmk-p1e
title: Adscita (Adscita) statices (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0z7-cqc-h5l
title: Drymonia querna ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jts-9w0-vjm
title: Eupithecia Curtis, 1825

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pl7-wkr-7g6
title: Gluphisia crenata (Esper, 1785)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xrs-nzbh
title: PAN-00112758 - wire brooch with angular bow variant Saalburg

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00112758&lt;/p&gt;
description: Modified: 2023-11-27T10:25:22+01:00
DOI: 10.3535/5pz-c93-vqf
title: Biston betularia betularia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jhm-eh4-fg8
title: Poecilocampa populi Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c75-h42-bx1
title: Ptilodon capucina (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wvp-cg6-hpj
title: Pterostoma palpina (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xrs-p5fj
title: PAN-00023847 - strap junction Roman horse gear group E

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00023847&lt;/p&gt;
description: Modified: 2019-10-04T09:39:11+02:00
DOI: 10.3535/9ck-6gm-ywf
title: Pterostoma palpina (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mdv-sem-8dk
title: Ptilodon capucina (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/83c-e3b-2va
title: Harpyia milhauseri (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8yc-rqp-0k7
title: Pseudotelphusa paripunctella (Thunberg, 1794)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xrs-prvw
title: Een archeologisch bureau-onderzoek en inventariserend veldonderzoek door middel van boringen op Bommelweg 25 te Wadenoijen, gemeente Tiel (Gld)

description: &lt;p&gt;De onderzoekslocatie ligt op de stroomgordel van Bommel. Deze stroomgordel heeft een hoge trefkans op intacte archeologische resten en/of sporen uit de periode Late Bronstijd/IJzertijd – Late Middeleeuwen. De locatie ligt binnen een archeologisch monumentterrein van waarde (monumentnr. 12009) en aan de rand van historische bebouwing met een hoge verwachtingswaarde op sporen uit de Vroege en Late Middeleeuwen. In de omgeving van de onderzoekslocatie is verder nog een groot aantal monumentterreinen en archeologische waarnemingen bekend op de stroomgordel van Bommel en de nabij gelegen stroomgordel van Zennewijnen.&lt;br&gt;Uit het karterend booronderzoek is gebleken dat het oostelijk deel van het onderzoeksterrein de bodem grotendeels is verstoord. Het gaat dan met name om de aanwezige oeverafzettingen. De eventueel aanwezige archeologische sporen worden op de top van de oeverafzettingen verwacht. De kans op intacte archeologische sporen in dit deel van de locatie is daardoor klein. In het westelijk deel van de onderzoekslocatie zijn de oeverafzettingen niet geheel verstoord. De eventueel aanwezige archeologische sporen kunnen hier dan ook nog aanwezig zijn. In een boring zijn archeologische resten aangetroffen in de vorm van houtskool en een fragment laatmiddeleeuws aardewerk. De aangetroffen archeologische indicatoren wijzen op de aanwezigheid van een laatmiddeleeuwse vindplaats.&lt;/p&gt;
DOI: 10.3535/m7h-4t3-b9p
title: Furcula bicuspis (Borkhausen, 1790)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g10-lz2-3sy
title: Deilephila elpenor Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xrs-qgvm
title: PAN-00043991 - open plain arm ring with single knobbed terminals

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00043991&lt;/p&gt;
description: Modified: 2019-10-11T16:42:04+02:00
DOI: 10.3535/a7w-ezl-1cm
title: Yponomeuta rorrella (Hübner, 1796)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vg7-g3e-f2c
title: Orgyia (Orgyia) antiqua (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rna-4v3-avb
title: Tethea (Tethea) ocularis (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z8y-l78-9g8
title: Pieris mannii (Mayer, 1851)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xrs-qkuk
title: PAN-00030812 - coin/coin-related, (maker : anoniem), (pseudo-munt)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00030812&lt;/p&gt;
description: Modified: 2020-06-09T09:40:24+02:00
DOI: 10.3535/2b7-t6g-nes
title: Orgyia (Telochurus) recens (Hübner, 1819)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a50-n6h-4pz
title: Ptilodon capucina (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yyd-abc-cpd
title: Pterostoma palpina (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6075/j0wd40zq
title: Generating Narrative on the Immersive Forest with Knowledge Graphs and Conversational AI. In Data Science & Engineering Master of Advanced Study (DSE MAS) Capstone Projects

description: Wildfires are growing more destructive and costly each year—threatening lives, infrastructure, and ecosystems. To combat this, land managers and burn bosses need smarter tools to plan and execute prescribed burns that reduce hazardous fuels. This project integrates vegetation characteristics and fuel LiDAR data/metrics with weather data into a spatial knowledge graph using GraphDB and SPARQL, enabling precise, location-based insights. The graph includes both spatial and temporal properties, allowing users to examine before-and-after effects of prescribed burns over time. Combined with large language models (e.g., OpenAI, LLaMA) and orchestrated through LangGraph, the system allows users to interact with complex fire and fuel data through a natural language chat interface. It also includes a web search tool for retrieving external fire-related content to enrich responses. The platform is accessible via a web-based chatbot, can integrate with the Immersive Forest Unreal Engine simulation, and supports advanced research use through the NDP platform or direct API access. The ultimate goal is to minimize the devastation of wildfires by enabling proactive, data-driven fuel management at landscape scale.

The project utilized a diverse set of wildfire-related datasets, including aerial and terrestrial scans plot metrics alongside sensor readings. These datasets were integrated and aligned with our geospatial and temporal knowledge graph, enabling advanced queries and analysis for wildfire risk.

This project was conducted as part of the Data Science and Engineering Master of Advanced Study (DSE MAS) program.
DOI: 10.17026/dans-xrs-qzc6
title: Enschede Plangebied Auke Vleerstraat Fase 2a Bureauonderzoek en Inventariserend veldonderzoek (karterende fase)

description: &lt;p&gt;Ten behoeve van de verbetering/uitbreiding van de noordwestelijke rondweg om Enschede is er een bureauonderzoek en een karterend booronderzoek uitgevoerd naar eventueel aanwezige archeologische waarden voor het plangebied Auke Vleerstraat Fase 2A. Het betreft hier een uitbreiding van een eerder uitgevoerd onderzoek in 2008 door Synthegra.&lt;/p&gt;&lt;p&gt;Uit het bureauonderzoek blijkt dat het plangebied op de overgang van lagere, droge dalen naar een hogere dekzandrug ligt. De overgang verloopt via grondmorenewelvingen. Landschappelijk gezien was dit een gunstige tijdelijke jacht- en verzamelplek in de steentijd. Archeologisch gezien geldt een hoge verwachting op het aantreffen van jagers- en/of verzamelaarskampementen uit het laat-paleolithicum tot en met het neolithicum. Voor de periode neolithicum tot en met de volle middeleeuwen geldt een middelhoge verwachting op het aantreffen van archeologische resten (complextype: nederzetting).&lt;br&gt;Daarnaast geldt voor het centrale deel van het plangebied een hoge verwachting op het aantreffen van resten van een boerderij uit de late middeleeuwen B tot en met de nieuwe tijd B (1250-1850 AD). Op historisch kaartmateriaal is zichtbaar dat het plangebied vanaf circa 1830 AD onbebouwd was. Voor de nieuwe tijd C geldt derhalve een lage verwachting. &lt;br&gt;Uit het veldonderzoek blijkt dat er een middelhoge kans op het aantreffen van archeologische resten uit de late middeleeuwen B tot en met de nieuwe tijd B (1250-1850 AD; complextype: boerderij met erf) voor het centraal oostelijke deel van het plangebied bestaat (1560 m2). Eventueel aanwezige archeologische resten kunnen voorkomen vanaf circa 40 cm -mv. Daarnaast bestaat er een mogelijkheid op het aantreffen van resten van de oorspronkelijke doorgaande weg van Usselo naar Twekkelo op de plaats van de huidige Ingenieur Hanlostraat. Verstoringen lijken ter plekke van de Ingenieur Hanlostraat slechts lokaal voor te komen. Het oorspronkelijke cultuurhistorische landschap (houtwallen en een oorspronkelijke weg) is namelijk nog duidelijk zichtbaar in het huidige landschap. Voor het overige deel van het plangebied geldt een lage verwachting op het aantreffen van archeologische resten voor alle perioden. &lt;br&gt;Daarnaast dient er rekening mee te worden gehouden dat onder het opgebrachte talud van de toerit naar de brug nog archeologische resten aanwezig kunnen zijn.&lt;/p&gt;
DOI: 10.3535/3gr-sqg-t30
title: Gluphisia crenata (Esper, 1785)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zeq-pn3-ez9
title: Notodonta ziczac (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jb9-mpz-jdt
title: Stauropus fagi (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k4p-39h-wa9
title: Pterostoma palpina (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4eh-pjj-s0y
title: Macroglossum stellatarum Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4z4-emf-bw1
title: Nematopogon Zeller, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/68z-ejv-q66
title: Lymantria (Porthetria) dispar (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k1l-exb-y2j
title: Phalera (Phalera) bucephala (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9q2-lgc-x5f
title: Deilephila porcellus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r7j-cg0-985
title: Biston betularia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xrs-srgb
title: PAN-00012508 - Early Roman figurative brooch

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00012508&lt;/p&gt;
description: Modified: 2021-10-28T11:04:09+02:00
DOI: 10.3535/7tg-kz5-2h8
title: Drymonia ruficornis (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rlj-x4y-851
title: Hemaris tityus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mbb-n80-t31
title: Drymonia ruficornis (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z12-8e2-2fc
title: Sphinx pinastri Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xrs-trdf
title: Archeologisch onderzoek N211 tussen Poeldijk en Den Haag, Bureauonderzoek

description: &lt;p&gt;Uit het bureauonderzoek is gebleken dat het plangebied in een getijdegebied en duingebied lag dat vanaf de Romeinse Tijd intensief bewoond is geweest. Haaks op het plangebied loopt een uitloper van de stroomrug van de Gantel, die eveneens bewoond kan zijn geweest. Bewoningsresten uit latere periodes zijn mogelijk afgegraven ten behoeve van de tuinbouw. Er kunnen archeologische resten verwacht worden die met name dateren uit de Romeinse Tijd, indien het bodemniveau uit deze periode intact is. De Nieuwe Weg en de Nieuwe vaart dateren uit de tweede helft van de 18e eeuw. Vanaf deze periode kunnen archeologische resten worden aangetroffen die verband houden met het gebruik van de land- of waterweg. Met name resten van oude bruggen zouden nog in de kades van de Nieuwe Vaart aanwezig kunnen zijn, mogelijk onder hun latere opvolgers.&lt;/p&gt;
DOI: 10.3535/7vq-dy0-jd9
title: Ptilodon capucina (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r2l-nxs-q28
title: Gluphisia crenata (Esper, 1785)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b8j-8ee-6kl
title: Laothoe populi Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xrs-tx2q
title: PAN-00059558 - multipartite belt fastening with coupling piece A

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00059558&lt;/p&gt;
description: Modified: 2019-10-28T09:45:34+01:00
DOI: 10.3535/aas-awr-ww9
title: Pterostoma palpina (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wby-kjs-fjj
title: Phragmatobia fuliginosa (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z3n-f6x-k31
title: Cerura (Cerura) vinula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xrs-u2wb
title: PAN-00044880 - angular knobbed brooch

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00044880&lt;/p&gt;
description: Modified: 2019-10-11T16:46:39+02:00
DOI: 10.3535/c6l-m77-lwx
title: Cerura (Cerura) vinula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vfg-kd6-px3
title: Cerura (Cerura) vinula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1et-b8a-3sf
title: Harpyia milhauseri (Fabricius, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/54d-6b3-dcp
title: Thaumetopoea processionea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/105-jca-gcg
title: Erebia melampus Füssly, 1775

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z5v-3h6-mgb
title: Mimas tiliae Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6075/j08p60x6
title: Modeling Technology Emergence with Language Models and Graph Analytics. In Data Science & Engineering Master of Advanced Study (DSE MAS) Capstone Projects

description: This capstone project explores the use of Large Language Models and graph-based learning to model emerging technologies from large-scale innovation data. Patent awards, published papers, and government grants corpora were integrated into a heterogeneous knowledge graph connecting extracted technical terms, institutions, and research outputs over time. Natural Language Processing techniques extracted and embedded technical terminology, which was fused with metadata and graph structure to produce feature-rich node representations. A Graph Neural Network (GNN) was trained for link prediction to expose potential emerging connections between concepts, and these candidate edges were subsequently labeled via prompting and classification models. The resulting system was made available through APIs for novelty detection, citation analysis, and research-velocity tracking, and an interactive UI interface was developed to explore trends and inspect relationships within the evolving innovation landscape. Special derived data structures were created to enable rapid retrieval of oft-accessed information. The overall pipeline—spanning data ingestion, modeling experiments, and visual exploration tools—supports interpretable technology forecasting. The data sources used for this project are collected over the period 2014-2024 and include publications from OpenAlex, accepted patents from the USPTO, and awarded grants from NIH/NSF/SBIR government agencies.

The authors are members of Cohort 10 (2023-2025) of the MAS DSE program at University of California, San Diego.
DOI: 10.17026/dans-xrs-u8n3
title: PAN-00086260 - coin/coin-related, Johannes III (1521-1557), tien reis

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00086260&lt;/p&gt;
description: Modified: 2021-06-23T09:53:47+02:00
DOI: 10.3535/y9s-1ql-6tv
title: Scythris baldensis Passerin d'Entrèves, 1979

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f43-7ff-z7j
title: Sineugraphe exusta (Butler, 1878)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/re9-gfq-qc4
title: Endromis versicolora (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xrs-um7x
title: PAN-00071707 - tap faucet (with pipe) group B

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00071707&lt;/p&gt;
description: Modified: 2020-06-18T11:32:24+02:00
DOI: 10.3535/cq7-p2h-d5d
title: Scoparia ambigualis Treitschke, 1829

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.