cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14973735
title: UK and NI Soil Properties

description: Data products for soil properties covering the UK (EPSG:27700) and Northern Ireland (EPSG:29903) where each file corresponds a property and location, and each layer the property at different soil depths. Data products are accessed through the ukbioprepr R package: https://github.com/crrush7/ukbioprepr
DOI: 10.15468/dl.psqwj2
title: Occurrence Download

description: A dataset containing 959 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corchorus hirsutus",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 959 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005332-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34894/m0tbcf
title: 25.142 Voorst - Gravenstraat 30

description: De restauratie van de boerderij aan de Gravenstraat 30 in Voorst is als gelegenheid aangegrepen de geschiedenis van de boerderij in kaart te brengen. Deel hiervan was het vast stellen van de ouderdom, waarover weinig bekend is.
Het houtskelet van de boerderij bestaat uit vijf gebinten waarvan en er één later geplaatst is. Het eerste gebint was nog aanwezig in situ. De overige gebinten waren tijdelijk verwijderd. Daarnaast waren enkele verwijderde daksporen beschikbaar. Ten slotte is er in de voormalige woonkamer ter plaatse van de schouw een raveelbalk behouden. In alle gevallen gaat het om eik (Quercus spp.). 
In totaal zijn acht boormonsters genomen; zeven uit de primaire elementen en één uit de raveelbalk. Twee monsters uit daksporen bleken onbruikbaar. De monsters uit de gebinten waren van variabele kwaliteit. De slechtere monsters zijn onderzocht in de veronderstelling dat deze eventueel in een middelcurve opgenomen konden worden en zo een bijdrage zouden kunnen leveren.
Uit de overige monsters volgende twee dateringen; een kapinterval in de zomer van 1629 voor de ankerbalk van gebint 3 en een kapinterval in de herfst/winter 1657/58. Hieruit kan afgeleid worden dat de boerderij in of kort na 1629 gebouwd is en dat er in (of kort na) 1658 een schouw geplaatst is.
DOI: 10.5281/zenodo.15641294
title: AI-augmented Cybersecurity Requirements Generation using LLMs | Reproducible Research Package

description: AI-augmented Cybersecurity Requirements Generation using LLMs | Reproducible Research Package

This repository accompanies the paper “Experimental Evaluation of AI-Augmented Cybersecurity Requirements Generation Leveraging LLMs’ Capabilities” (10.1109/ACCESS.2026.3658339). It contains every script, dataset, prompt template and result needed to fully reproduce our empirical study.

Research Description



This project investigates the practical use of state‑of‑the‑art Large Language Models (LLMs) to transform high‑level, standard‑driven cyber‑security controls into concrete, system‑specific requirements. Using a synthetic yet industrially plausible case study—AI4I4, an IoT‑enabled automotive logistics platform—we benchmark thirteen frontier models (GPT‑4, LLaMa 3, Mistral, QWen, etc.), representing tge state of the art as of September 2024, across four prompting pipelines and three temperature regimes.


Key contributions include:


1. Annotated benchmark of 54 ISO‑27002 clauses with placeholder semantics suitable for automatic instantiation.

2. LangChain pipelines that decompose the task into applicability filtering, domain‑element search, requirement generation, and JSON formatting.

3. Comprehensive evaluation of accuracy (precision, recall, F2), creativity (F2‑synthetic), and consistency (Jaccard overlap across runs).

4. Prompt library enumerating >180 templates, showing how subtle changes in instruction design affect hallucination rate and coverage.


The artefacts and scripts below allow full replication—from raw prompts to final figures—on any infrastructure with access to the referenced models.

 

For more information on the repository structure, reproducibility, licensing, and contact details, please refer to the README.
DOI: 10.5281/zenodo.17868180
title: AI-augmented Cybersecurity Requirements Generation using LLMs | Reproducible Research Package

description: AI-augmented Cybersecurity Requirements Generation using LLMs | Reproducible Research Package

This repository accompanies the paper “Experimental Evaluation of AI-Augmented Cybersecurity Requirements Generation Leveraging LLMs’ Capabilities” (10.1109/ACCESS.2026.3658339). It contains every script, dataset, prompt template and result needed to fully reproduce our empirical study.

Research Description



This project investigates the practical use of state‑of‑the‑art Large Language Models (LLMs) to transform high‑level, standard‑driven cyber‑security controls into concrete, system‑specific requirements. Using a synthetic yet industrially plausible case study—AI4I4, an IoT‑enabled automotive logistics platform—we benchmark thirteen frontier models (GPT‑4, LLaMa 3, Mistral, QWen, etc.), representing tge state of the art as of September 2024, across four prompting pipelines and three temperature regimes.


Key contributions include:


1. Annotated benchmark of 54 ISO‑27002 clauses with placeholder semantics suitable for automatic instantiation.

2. LangChain pipelines that decompose the task into applicability filtering, domain‑element search, requirement generation, and JSON formatting.

3. Comprehensive evaluation of accuracy (precision, recall, F2), creativity (F2‑synthetic), and consistency (Jaccard overlap across runs).

4. Prompt library enumerating >180 templates, showing how subtle changes in instruction design affect hallucination rate and coverage.


The artefacts and scripts below allow full replication—from raw prompts to final figures—on any infrastructure with access to the referenced models.

 

For more information on the repository structure, reproducibility, licensing, and contact details, please refer to the README.
DOI: 10.15468/dl.75m7xv
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptobrycon jatuaranae",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 20 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005335-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7cq53v
title: Occurrence Download

description: A dataset containing 609 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bromelia laciniosa",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 609 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005333-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18594215
title: SEM Withered Plant (BSE Series) — Kikoh Matsuura (Art–Science Archive)

description: Parent (series) record for *SEM Withered Plant (BSE)* by Kikoh Matsuura.  This record serves as the hub for all child datasets in the series.

**Files included:**- A series overview (TXT) documenting scope, naming rules, citation style, and file policy- A machine-readable index (CSV) that will be updated to list child datasets (DOIs, imaging parameters, etc.)- Withered Plant — Declaration (PDF) — issued once / no future revisions / no images- Withered Plant: Phase I (DOI 1–100) — Record (PDF) — fixed record / no future revisions

Each child dataset contains raw, uncompressed BMP images (≈10 per set, number varies) acquired with a personally owned TECHNEX TinySEM M3-i using the BSE detector under high-vacuum conditions.  Child records provide detailed READMEs with exact parameters (accelerating voltage, working distance, vacuum, pixel size, field of view, frame time, coating).

This parent provides a stable concept DOI for the entire *SEM Withered Plant (BSE)* series.  Child datasets link back via *IsPartOf*, and this parent enumerates them via *HasPart*.  

*This series visualizes the hidden order and chance in withered plants through SEM-BSE, leaving a unique trace at the boundary between art and science.*
DOI: 10.15468/dl.jwdkm8
title: Occurrence Download

description: A dataset containing 23318 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia saligna",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 23318 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005336-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/gll-n31-vb5
title: Conotalopia singaporensis (Pilsbry, 1889)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jqq-dn2-v40
title: Alvania cancellata (da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w53-ce7-ew8
title: Alvania Risso, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6f3-at8-p03
title: Testudinalia testudinalis (O. F. Müller, 1776)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e3b-fkr-vzh
title: Nerita incerta von dem Busch, 1844

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ha0-gds-qe2
title: Scutellastra peronii (Blainville, 1825)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zkb-dkj-jkv
title: Eulimidae R. A. Philippi, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mwv-6mj-0mg
title: Tudorella melitensis (G. B. Sowerby I, 1843)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bjs-6jx-4yw
title: Moulinsia fusca (J. E. Gray, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/stk-kkf-346
title: Turbo sparverius Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/td6-sl4-nsf
title: Nacella magellanica (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v0t-lax-cx7
title: Stramonita haemastoma (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/70m-rdf-d9g
title: Tenguella granulata (Duclos, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mwe-wrn-c9j
title: Obscurella martorelli (Servain, 1880)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/csl-5v0-x88
title: Littoraria intermedia (R. A. Philippi, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cdx-wpf-xc0
title: Cyclophoridae J. E. Gray, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kek-fdx-pxs
title: Bolma rugosa (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4v7-ckm-gav
title: Clanculus limbatus (Quoy & Gaimard, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/btr-csw-5b4
title: Littorinidae Children, 1834

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1bk-jve-8z4
title: Umbonium vestiarium (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k13-afn-6wr
title: Jujubinus Monterosato, 1884

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kpw-34k-t3f
title: Boysidia Ancey, 1881

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/alz-l15-lzt
title: Ceratopoma Möllendorff, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gq5-629-1mc
title: Jujubinus exasperatus (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/922-e5g-5y5
title: Pecten keppelianus G. B. Sowerby III, 1905

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w5q-wz8-l96
title: Laevicardium crassum (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/84n-801-c4d
title: Diodora J. E. Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0jp-de3-kwz
title: Reishia bitubercularis (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s9e-s03-lcy
title: Pomacea dolidoides (Reeve, 1856)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hwa-3wz-hfs
title: Tectus triserialis (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zj2-5cb-nq9
title: Nerita polita Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k9m-azs-2kh
title: Tectus fenestratus (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wx4-stt-ywt
title: Solariella obscura (Couthouy, 1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/91l-gxy-d64
title: Tectura virginea (O. F. Müller, 1776)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9zc-lv0-7kz
title: Arene tricarinata (Stearns, 1872)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/der-ljv-x49
title: Murichorda fiscellum (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s3m-0c0-q74
title: Trochus californicus (A. Adams, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wtz-gdm-qrp
title: Purpura bufo Lamarck, 1822

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pr9-666-acz
title: Patella depressa Pennant, 1777

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yn1-per-nnq
title: Pecten keppelianus G. B. Sowerby III, 1905

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k2b-8dd-5qj
title: Dendrofissurella scutellum (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5x0-mfw-jp2
title: Alcadia nitida (L. Pfeiffer, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6dh-dy4-yk9
title: Timoclea ovata (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/08y-9lv-9m9
title: Turbo cidaris Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cnz-t91-mth
title: Cochlostoma septemspirale septemspirale (Razoumowsky, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xqq-yyn-t2s
title: Diloma R. A. Philippi, 1845

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ynq-2ge-w8r
title: Calliostoma zizyphinum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/egp-c3b-he6
title: Phyllidia varicosa Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p7e-kcj-e7v
title: Ervilia castanea (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jw8-9e5-46d
title: Emarginula fissura (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nke-tsw-tg0
title: Cochlostoma septemspirale septemspirale (Razoumowsky, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/scg-ls6-deg
title: Cetoconcha transversa (Locard, 1898)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5y2-8w3-420
title: Littorina fabalis (W. Turton, 1825)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.pcp2c4
title: Occurrence Download

description: A dataset containing 1883 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-107.3117 24.91015, -106.8117 24.91015, -106.8117 25.41015, -107.3117 25.41015, -107.3117 24.91015))",
 "KingdomKey is Plantae",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1883 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005478-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/1v8-kt8-wrz
title: Platyla dupuyi (Paladilhe, 1868)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/afe-s0x-rgn
title: Haliotis tuberculata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/smr-vdf-dxh
title: Anatoma aspera (R. A. Philippi, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5wz-t7j-vx6
title: Cyclophorus rafflesii eximius (Mousson, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lw4-veq-my4
title: Rapana rapiformis (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pxn-jgp-m3e
title: Cochlostoma septemspirale (Razoumowsky, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2m4-t4v-qzm
title: Cochlostoma tessellatum excisum (Mousson, 1859)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3ty-50z-wmd
title: Elgonocyclus koptaweliensis (Germain, 1934)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cbm-qhv-w0j
title: Alvania lanciae (Calcara, 1845)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sef-f8z-wzv
title: Littorina littorea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/004-5es-2jp
title: Echinolittorina melanacme (E. A. Smith, 1876)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w6n-a6t-ydv
title: Goodallia triangularis (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cng-gqv-vhh
title: Obscurella obscura (Draparnaud, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eac-env-6g2
title: Polititapes durus (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/74n-4yz-g6p
title: Timoclea ovata (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aly-dzt-wjq
title: Leptopoma papuanum Dohrn, 1862

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4zq-wt8-lyg
title: Clanculus Montfort, 1810

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hb3-24c-49t
title: Tricolia pullus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tst-wlm-sq3
title: Prothalotia lehmanni (Menke, 1843)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rf5-ejf-84v
title: Haliotis diversicolor squamata Reeve, 1846

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rje-g77-7p7
title: Cochlostoma tessellatum tessellatum (Rossmässler, 1837)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7yl-myf-f3l
title: Cochlostoma tessellatum moussoni (O. Boettger, 1883)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s0h-91p-81z
title: Diodora gibberula (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s3f-x6a-csb
title: Similipecten similis (Laskey, 1811)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gdq-a6g-vz0
title: Lanistes purpureus (Jonas, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yl5-mk9-kam
title: Tectura virginea (O. F. Müller, 1776)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hrv-jxr-0bp
title: Alvania lineata Risso, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tyc-kvq-8h1
title: Trochus radiatus Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gqr-e1m-mgz
title: Alvania punctura (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mwt-5jb-r5n
title: Calliostoma zizyphinum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jwp-93q-zrl
title: Alvania lineata Risso, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1ca-sdb-612
title: Bensonella boettgeri (Möllendorff, 1897)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dt5-jza-4lf
title: Cyclophorus pearsoni (W. H. Benson, 1851)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7a7-my6-zzm
title: Filopaludina filosa (Reeve, 1863)

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