cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.euwesw
title: Occurrence Download

description: A dataset containing 118047 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epilobium tetragonum L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 118047 records from 484 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0296384-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.euy4c7
title: Occurrence Download

description: A dataset containing 848 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senecio bayonnensis Boiss.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 848 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0288795-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.euzf4y
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aquilegia nigricans Baumg.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 84 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287873-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ev5d9c
title: Occurrence Download

description: A dataset containing 628 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago amplexicaulis Cav.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 628 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262296-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evb38e
title: Occurrence Download

description: A dataset containing 72409 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Beta vulgaris L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 72409 records from 344 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257259-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eve9fu
title: Occurrence Download

description: A dataset containing 14727 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum carolinense L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14727 records from 154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0288323-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evuxg3
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hedysarum spinosissimum Sm., 1832",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 243 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0183899-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evyfpx
title: Occurrence Download

description: A dataset containing 14603 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus esculentus L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14603 records from 408 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0295083-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfz9cm
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Latvia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rosa ×alba L."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078293-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ew374b
title: Occurrence Download

description: A dataset containing 28636 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Noccaea caerulescens (J.Presl & C.Presl) F.K.Mey.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 28636 records from 183 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263524-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14794591
title: Piano Syllabus Dataset

description: Title: Piano Syllabus Dataset (PSyllabus)

Authors: Pedro Ramoneda, Minhee Lee, Dasaem Jeong, Jose J. Valero-Mas, Xavier Serra

Description:The Piano Syllabus Dataset (PSyllabus) is a curated collection of 7,901 solo piano recordings annotated with performance difficulty levels drawn from established music education syllabi (e.g., ABRSM, RCM, Trinity, etc.). The dataset spans 1,233 composers and 11 difficulty levels, ranging from beginner to advanced.

Each audio recording is paired with metadata specifying the composer, title, syllabus source, level, and other relevant information. The difficulty levels reflect real-world pedagogical standards and serve as a proxy for playability and technical complexity.

This dataset enables research on difficulty estimation directly from audio, as well as applications in music education, MIR, and automatic curriculum generation. We provide YouTube links to the performances, but if any of these links become unavailable, please contact Pedro Ramoneda to ensure replicability.

Format:





Audio: mp3 (via YouTube links)


MIDI, cqt and pianoroll files.



Metadata: new_clean_data.json


Canonical splits for training (train, validation, test): split_audio.json



License: Research use only



Related publication:Pedro Ramoneda, Minhee Lee, Dasaem Jeong, Jose J. Valero-Mas, Xavier Serra, Can Audio Reveal Music Performance Difficulty? Insights From the Piano Syllabus Dataset, IEEE Transactions on Audio, Speech and Language Processing, vol. 33, pp. 1129–1141, 2025. DOI: 10.1109/TASLPRO.2025.3539018

@ARTICLE{10878288,  author={Ramoneda, Pedro and Lee, Minhee and Jeong, Dasaem and Valero-Mas, Jose J. and Serra, Xavier},  journal={IEEE Transactions on Audio, Speech and Language Processing},   title={Can Audio Reveal Music Performance Difficulty? Insights From the Piano Syllabus Dataset},   year={2025},  volume={33},  number={},  pages={1129--1141},  doi={10.1109/TASLPRO.2025.3539018},  keywords={Estimation; Training; Acoustics; Benchmark testing; Multitasking; Speech processing; Prompt engineering; Hidden Markov models; Audio recording; Attention mechanisms; Music difficulty; music information retrieval; music technology education; performance analysis; playability}}

Also available on arXiv: https://arxiv.org/abs/2403.03947

Contact:For questions or broken Youtube links, please contact Pedro Ramoneda.
DOI: 10.5281/zenodo.14794592
title: Piano Syllabus Dataset

description: Title: Piano Syllabus Dataset (PSyllabus)

Authors: Pedro Ramoneda, Minhee Lee, Dasaem Jeong, Jose J. Valero-Mas, Xavier Serra

Description:The Piano Syllabus Dataset (PSyllabus) is a curated collection of 7,901 solo piano recordings annotated with performance difficulty levels drawn from established music education syllabi (e.g., ABRSM, RCM, Trinity, etc.). The dataset spans 1,233 composers and 11 difficulty levels, ranging from beginner to advanced.

Each audio recording is paired with metadata specifying the composer, title, syllabus source, level, and other relevant information. The difficulty levels reflect real-world pedagogical standards and serve as a proxy for playability and technical complexity.

This dataset enables research on difficulty estimation directly from audio, as well as applications in music education, MIR, and automatic curriculum generation. We provide YouTube links to the performances, but if any of these links become unavailable, please contact Pedro Ramoneda to ensure replicability.

Format:





Audio: mp3 (via YouTube links)


MIDI, cqt and pianoroll files.



Metadata: new_clean_data.json


Canonical splits for training (train, validation, test): split_audio.json



License: Research use only



Related publication:Pedro Ramoneda, Minhee Lee, Dasaem Jeong, Jose J. Valero-Mas, Xavier Serra, Can Audio Reveal Music Performance Difficulty? Insights From the Piano Syllabus Dataset, IEEE Transactions on Audio, Speech and Language Processing, vol. 33, pp. 1129–1141, 2025. DOI: 10.1109/TASLPRO.2025.3539018

@ARTICLE{10878288,  author={Ramoneda, Pedro and Lee, Minhee and Jeong, Dasaem and Valero-Mas, Jose J. and Serra, Xavier},  journal={IEEE Transactions on Audio, Speech and Language Processing},   title={Can Audio Reveal Music Performance Difficulty? Insights From the Piano Syllabus Dataset},   year={2025},  volume={33},  number={},  pages={1129--1141},  doi={10.1109/TASLPRO.2025.3539018},  keywords={Estimation; Training; Acoustics; Benchmark testing; Multitasking; Speech processing; Prompt engineering; Hidden Markov models; Audio recording; Attention mechanisms; Music difficulty; music information retrieval; music technology education; performance analysis; playability}}

Also available on arXiv: https://arxiv.org/abs/2403.03947

Contact:For questions or broken Youtube links, please contact Pedro Ramoneda.
DOI: 10.15468/dl.nx9kgx
title: Occurrence Download

description: A dataset containing 5402 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Aspidoscelis marmoratus (Baird & Girard, 1852)"
 ]
}

 The dataset includes 5402 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005918-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zdpfce
title: Occurrence Download

description: A dataset containing 169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cachryx defensor (Cope, 1866)"
 ]
}

 The dataset includes 169 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005919-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hubrww
title: Occurrence Download

description: A dataset containing 1523 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chloropipo flavicapilla (P.L.Sclater, 1852)"
 ]
}

 The dataset includes 1523 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001718-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/fzg-ypk-39a
title: Venus verrucosa Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mnt-ydw-9es
title: Serratina serrata (Brocchi, 1814)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x1w-w1a-na8
title: Aequipecten commutatus (Monterosato, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6p0-q0p-3vr
title: Cochlostoma septemspirale septemspirale (Razoumowsky, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yj4-vl3-jkn
title: Nerita Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/015-zwr-3ft
title: Ricinella rubusidaeus (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w47-xhg-436
title: Nerita tessellata Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/17z-ksq-q3q
title: Tricolia speciosa (Megerle von Mühlfeld, 1824)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4wy-n33-1sd
title: Norrisia norrisii (G. B. Sowerby I, 1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dgw-9yb-xbv
title: Monodonta Lamarck, 1799

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vg3-fra-81b
title: Turbo castanea Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qmq-11r-lbl
title: Patella vulgata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mnh-qng-1y6
title: Trochus maculatus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sek-h1r-te4
title: Tectus fenestratus (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/74y-l58-k8c
title: Haliotis tuberculata coccinea Reeve, 1846

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ls6-zvq-8g9
title: Jaton decussatus (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lzm-zft-376
title: Rapana rapiformis (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5em-gl0-wd5
title: Montfortia emarginata (Blainville, 1825)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d90-kx6-vk7
title: Leptopoma multilabre (Lamarck, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e8b-36v-f8g
title: Rhinoclama teres (Jeffreys, 1882)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9qg-vcq-bv2
title: Filopaludina javanica (von dem Busch, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t4z-pzk-5t1
title: Hexaplex megacerus (G. B. Sowerby II, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2ks-9tm-3er
title: Bellamya constricta (E. von Martens, 1889)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zn6-clw-xq0
title: Muricopsis cristata (Brocchi, 1814)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dvy-71c-xcp
title: Stomatella Lamarck, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gry-bs8-men
title: Lanistes Montfort, 1810

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hhf-5jr-b7t
title: Gibbula ardens (Salis Marschlins, 1793)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bat-4cd-h5g
title: Angaria delphinus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9j3-4z9-03r
title: Lunella coronata (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9v5-2j3-zry
title: Marisa cornuarietis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4m3-6xw-x3e
title: Echinolittorina tuberculata (Menke, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j7q-k6n-04r
title: Veneridae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/24t-c5r-1nw
title: Purpura Bruguière, 1789

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r1s-yt7-wnw
title: Timoclea ovata (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7lv-8ww-tz9
title: Cirsonella gaudryi (Dautzenberg & H. Fischer, 1896)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ff2-p63-dem
title: Parvicardium Monterosato, 1884

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wkc-tks-emq
title: Putzeysia juttae Engl & Rolán, 2009

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6kh-zye-7jm
title: Perrinia stellata (A. Adams, 1864)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wvq-3sa-hzv
title: Chicoreus virgineus (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nft-61l-ev1
title: Phyllonotus erythrostomus (Swainson, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v9j-3sc-e6b
title: Muricanthus radix (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9g1-pkt-a8e
title: Medusafissurella salebrosa (Reeve, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q4x-yze-2eb
title: Austrocochlea porcata (A. Adams, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v1h-yfb-7kw
title: Aequipecten commutatus (Monterosato, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4h5-lk8-lka
title: Solen marginatus Pulteney, 1799

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/akr-9xl-c6g
title: Aequipecten commutatus (Monterosato, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a8n-3c4-e2d
title: Eobania vermiculata (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mws-8cz-el2
title: Aequipecten commutatus (Monterosato, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kj5-w6k-n6r
title: Muricodrupa fenestrata (Blainville, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ywn-8gj-1k9
title: Rhombosepion orbignyanum (A. Férussac, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8y8-0wv-fjn
title: Tropidophora Troschel, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/maq-yq5-wy8
title: Smaragdia viridis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1fh-cqt-m02
title: Cochlostoma parnonis Schütt, 1981

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1xn-8pf-bve
title: Chrysostoma paradoxum (Born, 1780)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eam-6xp-j3l
title: Trochus incrassatus Lamarck, 1822

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.21227/j217-yk33
title: "Updated Description Files for the CBIS-DDSM Dataset"

description: "The updated description files are used to accurately identify and categorize images into full images, cropped images, and mask images. The CBIS-DDSM dataset is provided by the National Cancer Institute and can be downloaded from this page: https:\/\/www.cancerimagingarchive.net\/collection\/cbis-ddsm\/"
DOI: 10.3535/j98-h76-963
title: Similipecten similis (Laskey, 1811)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vqm-gcq-hcd
title: Jujubinus striatus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/56c-0cs-ajb
title: Cornu aspersum (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t8s-mqw-43n
title: Lucapinella limatula (Reeve, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5we-yrj-0vz
title: Vitta virginea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/paj-s6x-da6
title: Nembrotha kubaryana Bergh, 1877

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e8r-95s-b4n
title: Valvata cristata O. F. Müller, 1774

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rr6-myq-3tm
title: Cochlostoma septemspirale (Razoumowsky, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6ew-lp9-f8t
title: Tricolia picta (da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xn5-eq8-vwp
title: Bosellia mimetica curasoae Marcus Er. & Marcus Ev., 1970

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3cy-vdn-g24
title: Pincerna anceyi (Mabille, 1887)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ats-7xh-h4k
title: Copulabyssia tenuis (Monterosato, 1880)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/487-4wf-52k
title: Metalycaeus caroli (O. Semper, 1862)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c58-b36-s64
title: Gibbula ardens (Salis Marschlins, 1793)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j93-45r-8qp
title: Tectonatica prietoi (Hidalgo, 1873)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0s7-3t4-nzk
title: Ruditapes decussatus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/chk-y1e-ckv
title: Chicoreus cornucervi (Röding, 1798)

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