cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34894/p37wcl
title: Image-based RGB and CIELAB colour analysis of 16 carrot varieties with pigment quantification via HPLC and spectrophotometry

description: This dataset supports a study on the use of image-based colorimetric analysis for predicting carotenoid and anthocyanin content in carrots. The CIELAB/Ch colour space, derived from digital images, offers a non-destructive and accessible method for pigment estimation. This dataset reports the RGB and CIELAB/Ch values found in 16 carrot varieties of different genotypic colour diversity (i.e., white, yellow, orange, red, purple). Samples were photographed under six light conditions (WF -1, WF 0, WF +1, PF 0, PF +1, PF +2), with colour calibration applied prior to analysing CIELAB/Ch parameters. 
Pigment content was quantified using spectrophotometry (total carotenoids and anthocyanins) and high-performance liquid chromatography (individual carotenoids).
description: FIJI (ImageJ), 2.14.0/1.54f
description: Pigment analysis optimisation
description: Data will be provided under request.
description: Filter column names correspond with two image acquisition lighting set-ups, without filter (WF) and polarisation filter (PF), each with three different exposure steps (six light filters in total; WF -1, WF 0, WF +1, PF 0, PF +1, PF +2). Six carrot samples per 16 varieties assessed (n = 96). Carrot variety names appear anonymised, and coded according to their root colour (i.e., white = W, yellow = Y, orange = O, red = R, purple = P, purple/yellow = PY). 
RGB colour values were assessed via colour histogram in FIJI (ImageJ) and are reported as average R (red), G (green), and B (blue) (standard deviation per parameter stated as Stdev). Values were then converted into CIELAB/Ch parameters (L*, a*, b*, C*, and h°).
Total carotenoid content (TCC) and total anthocyanin content (TAC) quantified spectrophotometrically reported in mg/100 g fresh weight (FW) per carrot, as well as individual carotenoids (lutein, lycopene, α-carotene, and ß-carotene) quantified by high-performance liquid chromatography (HPLC). Average per variety described in following columns. Moisture content per sample was also quantified.
DOI: 10.3535/d1a-txa-ah4
title: Hasora vitta proximata (Staudinger, 1889)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v5w-vzj-xy2
title: Uraniidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/57n-w73-qka
title: Vindula deione (Erichson, 1833)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dej-n9p-ayt
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xbm-8qmn
title: Groenhovenstraat - Wassenaarseweg (AHR-X) Gemeente Den Haag

description: &lt;p&gt;De resultaten van het onderzoek laten zien dat in dit gebied de kans op archeologische resten uit de (late) prehistorie, Romeinse tijd en (vroege) middeleeuwen, die alle vooral op de duinruggen van het Oude Duin en Strandwallen landschap verwacht mogen worden, buitengewoon gering is. Van het duin is alleen de basis aangetroffen, de hogere delen zijn opgenomen in de moderne bouwvoor, of zoals in de bureaustudie reeds werd aangegeven, afgevoerd ten behoeve van zandwinning.&lt;br&gt;Tijdens de aanleg van de diverse leidingen voor het AHR-transportsysteem is het dan ook niet nodig om verder archeologisch onderzoek in de vorm van waarnemingen, of vergelijkbaar, te verrichten. Mocht tijdens de uitvoering van de werkzaamheden alsnog archeologie worden aangetroffen, dan dient het bevoegd gezag onverwijld op de hoogte gesteld te worden.&lt;/p&gt;
DOI: 10.3535/v2r-dsk-6r1
title: Euploea core (Cramer, 1780)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vzf-k7q-y2z
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vg8-jp7-4x3
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vvf-9wp-lyl
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xbm-a8k4
title: Zevenhuis 17, Zeeland Gemeente Landerd.
title: Archeologisch bureauonderzoek & Inventariserend Veldonderzoek, verkennende fase

description: &lt;p&gt;In opdracht van AGEL Adviseurs heeft archeologisch onderzoeksbureau Becker & Van de Graaf bv in januari 2011 een archeologisch bureauonderzoek en een inventariserend veldonderzoek (IVO) verkennende fase door middel van boringen uitgevoerd aan Zevenhuis 17 in Zeeland, gemeente Landerd. De aanleiding voor dit onderzoek is het voornemen om twee woningen te bouwen. &lt;br&gt;Overwegende dat het verkennend booronderzoek heeft uitgewezen dat de bodem in het plangebied onverstoord is, met een intacte enkeerdgrond, wordt aangenomen dat in het plangebied eventueel archeologische waarden kunnen voorkomen. Het betreft in dat geval mogelijk resten uit de periode Laat Paleolithicum tot en met de Nieuwe Tijd C. &lt;br&gt;In het geval van grondwerkzaamheden in de onverstoorde gebieden die dieper reiken dan 60 tot 80 cm onder maaiveld wordt geadviseerd om nadere maatregelen te nemen om vast te stellen of er sprake is van belangrijke archeologische waarden. Deze maatregelen kunnen bestaan uit bijvoorbeeld een proefsleuvenonderzoek. Geadviseerd wordt om over eventuele nadere maatregelen overleg te voeren met het bevoegd gezag.&lt;/p&gt;
description: &lt;p&gt;B&G rapport 1151&lt;/p&gt;
description: &lt;p&gt;Archeologisch bureauonderzoek & Inventariserend Veldonderzoek, verkennende fase&lt;/p&gt;
DOI: 10.34894/itbo7x
title: Ambient scribe in general practice: a before-after longitudinal mixed-methods study

description: This dataset contains both the quantitative and qualitative replication data for the AI Scribe study.
description: The data are sensitive since they involve personal information of patients. There are restrictions on use by commercial parties and on sharing openly, based on (inter)national laws and regulations and written informed consent. Therefore these data (and additional clinical data) are only available upon signing a Data Transfer Agreement (see Terms of Access).
DOI: 10.34894/ypu0uo
title: 2028-06-12 - BonaRes Repository - CoreTrustSeal Requirements 2023-2025

description: CoreTrustSeal certification
DOI: 10.3535/pep-2cw-d84
title: Notocrypta de Nicéville, 1889

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vjv-mcn-f7c
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.34894/2j0tay
title: 2028-06-12 - Repository of Digital Research Information Center (DRIC) - CoreTrustSeal Requirements 2020-2022

description: CoreTrustSeal certification
DOI: 10.3535/egc-54r-24x
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xbm-ac79
title: PAN-00024205 - coin/coin-related, Constantinus I en zonen (306-361), naar, nummus

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00024205&lt;/p&gt;
description: Modified: 2020-06-09T09:23:33+02:00
DOI: 10.3535/y8f-jth-aa7
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yfb-efa-8pl
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hqh-f6y-vps
title: Ancistroides nigrita maura (Snellen, 1880)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.34894/99hnrs
title: Study 2: Instructional Design of Virtual Patients in Dental Education Through a 4C/ID Lens: A Narrative Review
title: Fatemeh Janesarvatan - PhD Project data for study 2

description: &lt;B&gt;Summary&lt;/B&gt;&lt;BR&gt;&lt;BR&gt;
This study evaluated the extent to which instructional design (ID) principles are integrated into virtual patient (VP) simulations used for clinical skills training in undergraduate dental education. Using the four-component instructional design (4C/ID) model as a guiding framework, the authors conducted a systematic review of 21 peer-reviewed studies. The studies, identified through a comprehensive literature search following the PRISMA framework, were analysed to determine how well they aligned with key ID features such as task variability, learning modes, and cognitive feedback. The findings suggest that while some instructional elements are consistently applied—like variation in clinical tasks—others remain inconsistently addressed. The study concludes that a more rigorous, structured use of ID frameworks like 4C/ID can enhance the effectiveness of VP simulations in dental education.&lt;BR&gt;&lt;BR&gt;
&lt;B&gt;Dataset&lt;/B&gt;&lt;BR&gt;&lt;BR&gt;
The dataset contains information extracted from 21 published studies that used screen-based virtual patient (VP) simulations in undergraduate dental education. The data file includes study identifiers and the presence or absence of specific instructional design features categorized under the 4C/ID components: learning tasks, supportive information, procedural information, and part-task practice. Also, ‘study characteristics’, population, study design, and simulation VP features. This dataset supports analysis of how ID principles are applied across studies and helps identify gaps and opportunities for improved VP simulation design in dental education.&lt;BR&gt;&lt;BR&gt;
DOI: 10.34894/jo0nzw
title: Study 1: Critical Aspects of Educating Clinical Management and Clinical Reasoning in Primary Teeth Pulpotomy: A Qualitative Study Based on the Perspectives of Experts and Novices
title: Fatemeh Janesarvatan - PhD Project data for study 1

description: &lt;B&gt;Summary&lt;/B&gt;&lt;BR&gt;&lt;BR&gt;
This qualitative study explored the challenges dental students face in transferring knowledge from the classroom to clinical practice, specifically in the context of primary teeth pulpotomy. Sixteen semi-structured interviews were conducted with both expert and novice participants to investigate factors that complicate clinical management and clinical reasoning. Thematic analysis revealed three overarching themes—child-related, parent-related, and student-related factors—each contributing to difficulties in clinical practice. Within each theme, sub-themes highlighted common errors and complicating factors. The findings offer valuable insights for developing targeted simulation-based educational programs aimed at bridging the gap between theoretical knowledge and clinical application in dental education.&lt;BR&gt;&lt;BR&gt;
&lt;B&gt;Dataset&lt;/B&gt;&lt;BR&gt;&lt;BR&gt;
The dataset includes anonymized qualitative data from 16 semi-structured interviews with dental education experts and novice students. It consists of, ‘coded excerpts’, contains selected excerpts from interview transcripts along with thematic codes assigned during the analysis; and, ‘codebook’, details the thematic structure, including main themes and their respective sub-themes. This dataset was used to identify critical factors affecting clinical management and reasoning, guiding the design of educational simulations in primary teeth pulpotomy.&lt;BR&gt;&lt;BR&gt;
DOI: 10.3535/a1b-gxh-q16
title: Danaus (Salatura) genutia (Cramer, 1779)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dxc-7sm-ta8
title: Sphingidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xbm-ad76
title: Rijndijk 69a, Hazerswoude-Rijndijk

description: &lt;p&gt;ADC ArcheoProjecten heeft in november 2014 een bureauonderzoek en inventariserend veldonderzoek uitgevoerd op de locatie Rijndijk 109 te Hazerswoude-Rijndijk.&lt;br&gt;Op basis van het bureauonderzoek werden op oeverafzettingen van de Oude Rijn archeologische resten uit perioden vanaf het Neolithicum verwacht en in het bijzonder uit de Romeinse tijd.&lt;br&gt;Dwars door of juist ten noorden van het plangebied liep namelijk vermoedelijk de Limes en de bijbehorende weg. Vermoed werd dat zich binnen het plangebied resten zouden kunnen bevinden die zijn gerelateerd aan de Limes, hierbij werd naast resten van wegverharding (in de vorm van bijvoorbeeld, grind, schelpen, aardewerkfragmenten, hout, of een combinatie daarvan) ook gedacht aan greppels langs de weg of resten van wachttorens en mogelijk kadestructuren.&lt;br&gt;Teneinde deze verwachting te toetsen en aan te vullen werd in het plangebied een verkennend booronderzoek uitgevoerd.&lt;br&gt;In het plangebied is een opeenvolging gevonden van humeuze komafzettingen (moerasbos) met daarboven niet-humeuze komafzettingen. Aanwijzingen voor resten van de Limesweg (en andere archeologische resten) zijn niet aangetroffen. Dit kan veroorzaakt zijn door de recente verstoringen, waarvan sprake is. Anderzijds lijkt de bodemgesteldheid in het plangebied niet optimaal geweest te zijn voor de aanleg van een weg. Vermoedelijk was de ondergrond ten noorden van het plangebied, dus op de hoger gelegen delen van de oever van de Oude Rijn, hiervoor beter geschikt.&lt;/p&gt;
DOI: 10.34894/3mgx06
title: Study 3: Examining Complexity and Collaboration in Virtual Patient Simulation: Effects on Performance, Time-On-Task, and Cognitive Load
title: Fatemeh Janesarvatan

description: &lt;B&gt;Summary&lt;/B&gt;&lt;BR&gt;&lt;BR&gt;
This mixed-method study investigated how task complexity (low vs. high) and learning mode (individual vs. collaborative) influence students’ performance, time-on-task, and cognitive load when working with virtual patients (VPs). Using a 2×2 factorial design, 75 undergraduate students were randomly assigned to one of four training conditions. In the assessment phase, participants completed both low- and high-complexity VP cases individually. Additionally, twelve participants were interviewed to explore their perceptions of the VP learning experience. While quantitative results did not show significant group differences in performance scores or cognitive load, the analysis of time-on-task revealed that collaborative learning benefited students in high-complex tasks, whereas individual learning was more effective for low-complex tasks. These findings support an adaptive instructional strategy that combines collaborative and individual learning based on task complexity.&lt;BR&gt;&lt;BR&gt;
&lt;B&gt;Dataset&lt;/B&gt;&lt;BR&gt;&lt;BR&gt;
The dataset includes both quantitative and qualitative data from participants. The first file, ‘quantitative data’, contains anonymized participant data for performance scores, time-on-task, and cognitive load across training and assessment phases, categorized by task complexity and learning mode. The second file, ‘interview codes’, presents excerpts from semi-structured interviews with thematic codes reflecting participants’ perceptions of collaborative vs. individual learning and task complexity. This dataset supports analysis of how different instructional designs influence learning outcomes in simulation-based training with virtual patients.&lt;BR&gt;&lt;BR&gt;
DOI: 10.3535/74e-9mf-fs6
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/by1-4et-h07
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.34894/xwe1zp
title: Study 4: Emotional Reactions to Complexity and Collaboration: Insights from Virtual Patient Simulations
title: Fatemeh Janesarvatan - PhD Project data for study 4

description: &lt;B&gt;Summary&lt;/B&gt;&lt;BR&gt;&lt;BR&gt;
This mixed-method study examined how task complexity and collaborative learning influence students’ cognitive and emotional responses during simulation-based training with virtual patients (VPs). Seventy-five dental students were randomly assigned to one of four training conditions in a 2×2 factorial design: low-complex/individual, low-complex/collaborative, high-complex/individual, and high-complex/collaborative. Emotional states were measured before and after VP sessions, and cognitive load was assessed during training. In the assessment phase, 67 students completed two new VPs of varying complexity. Additionally, twelve students were interviewed about their emotional experiences. The results revealed significant interactions between task complexity and learning mode, particularly in affective outcomes: students trained collaboratively with low-complex VPs reported higher levels of invigoration than those in the high-complex condition. The findings underscore the importance of considering both cognitive and affective factors in the instructional design of collaborative VP training.&lt;BR&gt;&lt;BR&gt;
&lt;B&gt;Dataset&lt;/B&gt;&lt;BR&gt;&lt;BR&gt;
The dataset includes both quantitative and qualitative data from 75 participants. The first file, ‘emotional and cognitive measures’, contains anonymized participant data on emotional state ratings (before and after each VP), self-reported cognitive load, task complexity, and learning mode. The second file, ‘interview excerpts’, includes coded quotes from twelve students describing their emotional experiences with VPs, categorized by training condition and emotional themes (e.g., invigoration, anxiety). This dataset supports the exploration of how instructional design features influence students’ emotions and cognitive processing in simulation-based dental education.&lt;BR&gt;&lt;BR&gt;
DOI: 10.3535/09x-dda-wpv
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xbm-adrr
title: PAN-00038103 - coin/coin-related, Vespasianus (69-79), as

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00038103&lt;/p&gt;
description: Modified: 2021-01-19T13:28:48+01:00
DOI: 10.34894/n78wze
title: 25.043 Silvolde - Rabelingestraat 11

description: Om de ouderdom van de boerderij aan de Rabelingestraat 11 nabij Silvolde te bepalen is een aantal boormonsters aangeleverd voor dendrochronologisch onderzoek.
De boerderij bestaat uit vijf ankerbalk gebinten. Voor de eerste vier is eik (Quercus spp.) gebruikt. Het achterste gebint is in naaldhout opgetrokken en duidelijk een latere verlenging en om die reden verder buiten beschouwing gelaten. De vier eiken gebinten zijn van voor naar achter aflopend met telmkerken genummerd. Vermoedelijk oorspronkelijk eiken daksporen zijn voor het grootste deel nog aanwezig.
In eerste instantie zijn zes boormonsters aangeleverd. Hoewel de kwaliteit matig was, zijn vijf monsters onderzocht. Hierin kon enige onderlinge gelijkenis gevonden worden, maar het bleek noodzakelijk dit aan te vullen met (uiteindelijk) negen boormonsters. Hier bevinden zich enkele duplicaten om het spinthout ook volledig te bemonsteren.
Uiteindelijk zijn elf elementen onderzocht. Uit de onderlinge synchronisatie van de metingen kan een middelcurve (25.043.M01) samengesteld worden waarin negen metingen opgenomen zijn. Hieruit volgt ook dat voor het dasporenpaar XVII dezelfde boom is gebruikt.
Om deze middelcurve te dateren is in samenwerking met P. Borghaerts een specifieke referentie opgesteld. Hiermee kan de middelcurve in 1785 gedateerd worden. Hieruit volgt dat het eerste hout in de herfst/winter van 1784/85 gekapt is. Vervolgens is het meeste hout in 1785/86 gekapt en tenslotte is het hout voor de daksporen in het voorjaar van 1786 gekapt. Het lijkt aannemelijk dat de boerderij ergens in 1786 gebouwd is.
DOI: 10.3535/lfj-eyy-79g
title: Parantica Moore, 1880

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pkm-tbj-1fy
title: Bibasis sena uniformis Elwes & Edwards, 1897

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ads-9dd-fnl
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g4f-rk8-qbv
title: Allora major lectra Evans, 1949

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xbm-awf5
title: Bureauonderzoek Heistraat te Son, gemeente Son en Breugel.
title: Archeologisch Rapport 2006/58

description: &lt;p&gt;Bureauonderzoek i.v.m. nieuwbouw woningen ter plaatse van Heistraat te Son.&lt;/p&gt;
description: &lt;p&gt;Archeologisch Rapport 2006/58&lt;/p&gt;
description: Date Accepted: 2006-06-28
DOI: 10.34894/r0zc3g
title: 25.031 Groningen - Steentilkade

description: Van het archeologisch onderzoek ter plaatse van de Steentilkade in Groningen zijn twee eiken (Quercus sp.) monstrers aangeleverd voor dendrochronologisch onderzoek. Over de context van de monsters is geen informatie verstrekt. Eén van de monsters kan gedateerd worden en aan de hand van het aanwezige spinthout kan een kapinterval rond 1844 geschat worden.
DOI: 10.3535/nev-b8l-r1k
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vzw-2x1-tdn
title: Tanaecia aruna Felder, 1860

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.34894/777zw3
title: Accounting for productivity convergence: the role of sectors and structural change
title: GGDC Research Memorandum 198

description: This paper is number &lt;b&gt;198&lt;/b&gt; in the &lt;a href="https://www.rug.nl/ggdc/iframe/memoranda" target="_blank"&gt;Groningen Growth and Development's Research Memoranda series&lt;/a&gt;.&lt;br&gt;&lt;br&gt;
&lt;b&gt;Abstract&lt;/b&gt;&lt;br&gt;
This paper examines the sources of aggregate labour productivity convergence across countries during 1990-2018, proposing a method to account for the contributions of sectors and structural change. Using newly developed purchasing power parities (PPPs) for sectoral value added, we analyse 66 countries and find that agriculture plays a predominant role in explaining aggregate labour productivity convergence. This is driven by two factors: strong labour productivity
convergence within agriculture and substantial labour reallocation away from agriculture, especially in developing countries. Our analysis reveals minimal convergence in the non-agricultural economy, underscoring agriculture's importance. We also document a declining role of resource misallocation over time in explaining cross-country productivity differences. These findings challenge an emphasis on manufacturing-led development pathways, suggesting that agricultural productivity growth and subsequent labour reallocation have been
the primary drivers of aggregate productivity convergence in recent decades.
DOI: 10.34894/cxdxlk
title: 2028-06-18 - E-depot - CoreTrustSeal Requirements 2023-2025

description: CoreTrustSeal certification
DOI: 10.3535/2ag-c2w-nx4
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gzh-ght-5sz
title: Telicota Moore, 1881

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-xbm-axau
title: PAN-00002613 - decorative nail with a hemispherical head

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00002613&lt;/p&gt;
description: Modified: 2022-11-08T10:23:43+01:00
DOI: 10.34894/4tkvhj
title: 2028-06-18 - UK Data Archive - CoreTrustSeal Requirements 2023-2025

description: CoreTrustSeal certification
DOI: 10.3535/9q7-xn3-e4t
title: Lepidoptera Linnaeus, 1758

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