cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/5th-4t3-whs
title: Cavolinia uncinata (A. d'Orbigny, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6l7-0ec-te8
title: Zonitoides excavatus (Alder, 1830)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m7f-yta-7nt
title: Eudendrium Ehrenberg, 1834

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5af-jga-qn8
title: Styliola subula (Quoy & Gaimard, 1827)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qjq-5d1-0rw
title: Nemalecium lighti (Hargitt, 1924)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/36c-q5e-50b
title: Cyclophoridae J. E. Gray, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w54-qwz-qcf
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qqe-0a9-77c
title: Cochlicopa lubrica (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a3j-5jm-dj4
title: Carinigera tantilla (R. A. Brandt, 1962)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lp9-lan-7e0
title: Vallonia costata (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mhc-prg-hrs
title: Oxyloma Westerlund, 1885

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xvy-9kx-myj
title: Vallonia costata (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/md7-q42-r3x
title: Anodontia Link, 1807

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b2c-g16-k6q
title: Macrogastra plicatula (Draparnaud, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cfd-5zj-egx
title: Sepiola atlantica A. d'Orbigny, 1842

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6r8-yke-gn4
title: Aglaophenia tubiformis Marktanner-Turneretscher, 1890

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7p2-sr6-85v
title: Halecium delicatulum Coughtrey, 1876

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/brd-4td-gyb
title: Diplommatina isolata Maassen, 2007

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xjr-taz-xm9
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mmk-5bh-7vg
title: Achatinella pulcherrima Swainson, 1828

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/brw-lrv-7t8
title: Mulinia cleryana (A. d'Orbigny, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fc7-f0n-ey3
title: Mitrella Risso, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ksn-6xp-yez
title: Acanthochitona fascicularis (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t0k-jjd-2mk
title: Eudendrium capillare Alder, 1856

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mqs-jk9-dmy
title: Zonitoides nitidus (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/afy-98f-gb1
title: Puncturella noachina (Linnaeus, 1771)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e56-3m3-p39
title: Glycymeris bimaculata (Poli, 1795)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pgh-h6a-kvt
title: Mitrella ocellata (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w10-amd-43d
title: Neritidae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2ek-as6-jmv
title: Anatoma S. P. Woodward, 1859

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1vt-vez-f1f
title: Cyphoma gibbosum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9z2-1ja-a39
title: Obscurella obscura obscura (Draparnaud, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/khm-ssr-y9n
title: Siphonariidae Gray, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lrx-ava-kb7
title: Billardia subrufa (Jäderholm, 1904)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l6b-zvj-6ex
title: Leuckartiara octona (Fleming, 1823)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lsj-eqp-j2g
title: Perotrochus quoyanus (P. Fischer & Bernardi, 1856)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tfh-s0z-q6e
title: Nucula semiornata A. d'Orbigny, 1842

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8c0-jqm-1dg
title: Anticorbula Dall, 1898

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qfw-01h-fw0
title: Aglaophenia octodonta (Heller, 1868)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0vk-zk1-v5y
title: Sinum perspectivum (Say, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qxv-tjl-gzy
title: Cyclinella tenuis (Récluz, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6yg-fsy-z70
title: Vitrina pellucida (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/981-49b-snv
title: Stegolaria geniculata (Allman, 1888)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g1d-518-ce4
title: Diacria trispinosa (Blainville, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nn5-3tj-spl
title: Cavolinia inflexa (Lesueur, 1813)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fza-jyy-aa7
title: Lepidochitona cinerea (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7nx-7gk-0ga
title: Campanularia hincksii Alder, 1856

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vlv-4jk-z7z
title: Styliola subula (Quoy & Gaimard, 1827)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dsk-95g-zxm
title: Hygromiidae Tryon, 1866

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mpd-bba-1gk
title: Ellatrivia merces (Iredale, 1924)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d2l-dpb-fdm
title: Leptoconchus inscruposa A. Gittenberger & E. Gittenberger, 2011

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h8j-pcr-0qk
title: Atlanta brunnea J. E. Gray, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2gk-ngh-1vz
title: Obelia dichotoma (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/47y-5yr-38n
title: Rondeletiola minor (Naef, 1912)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nye-5nj-phf
title: Nassarius consensus (Ravenel, 1861)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4l0-gq5-c5c
title: Ptychotrema sulciferum (Morelet, 1884)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ezb-fmh-rme
title: Favartia cellulosa (Conrad, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2zy-4qf-j28
title: Radix auricularia (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6xy-kxr-pl9
title: Sertularella polyzonias (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jcb-7l7-zx1
title: Obelia dichotoma (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sln-v7w-sv2
title: Balea Gray, 1824

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fl9-m2f-f8c
title: Sepia officinalis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nzp-wrd-fw6
title: Fragum fragum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hy3-vj5-rd7
title: Euchelus atratus (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kx5-wgp-pyb
title: Opeas praecox Connolly, 1925

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kpj-4aq-0fy
title: Epitonium albidum (A. d'Orbigny, 1842)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wkv-d9q-s09
title: Papyridea lata (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/840-9tm-n4z
title: Striosubulina Thiele, 1933

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5tq-ptv-npt
title: Cyrtopleura costata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wvk-agz-f8e
title: Trochulus hispidus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lnc-y2g-az5
title: Naria poraria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/waj-eh4-b7h
title: Vallonia costata (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p0m-tg2-rsl
title: Iberellus pythiusensis (Bofill & Aguilar-Amat, 1924)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wk5-321-b79
title: Mytella strigata (Hanley, 1843)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hxp-e34-nkw
title: Nassa serta (Bruguière, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h92-2j5-xbd
title: Ameritella diantha (Boss, 1964)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k05-svj-jj7
title: Amphisbetia distans (Lamouroux, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/876-0h2-v8z
title: Halopteris catharina (Johnston, 1833)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k7n-vmx-d4h
title: Mangelia costata (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/84e-alh-vyg
title: Corbicula japonica Prime, 1864

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/84r-h4h-mtp
title: Cryptoconchus porosus (Burrow, 1815)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eqd-0p2-acx
title: Zygophylax cervicornis (Nutting, 1906)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fw6-6wk-85d
title: Aegopinella nitidula (Draparnaud, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zhp-hxr-g8y
title: Chondrina calpica calpica (Westerlund, 1872)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x0l-sra-k7x
title: Trichotropis bicarinata (G. B. Sowerby I, 1825)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bs6-qrq-4z3
title: Ransoniella punctata (Linnaeus, 1771)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pv3-bgx-g2y
title: Laevicardium serratum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/892-lpt-vpk
title: Dentalium Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sdj-361-sja
title: Similipecten nanus (A. E. Verrill & K. J. Bush, 1897)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e11-b6y-9r6
title: Gonaxia sinuosa Vervoort, 1993

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z5v-a79-2d3
title: Lepidochitona caprearum (Scacchi, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bz3-6fw-rw6
title: Corona regalis (Hupé, 1857)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/97m-vrp-0xv
title: Cyclotropis carinata (I. Lea, 1856)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y54-kwp-zvz
title: Acanthochitona fascicularis (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ngw-35m-qqv
title: Lepidopleurus cajetanus (Poli, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yzr-zrd-yan
title: Turritella exoleta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6tw-fsv-rxx
title: Cyclophoridae J. E. Gray, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vhh-4za-aja
title: Microcystina striatula Vermeulen, T.-S. Liew & Schilthuizen, 2015

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/49f-nng-ghj
title: Venerupis corrugata (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mfg-9m1-jkn
title: Thyroscyphus fruticosus (Esper, 1797)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9n5-dwx-ggk
title: Chicoreus florifer (Reeve, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b6k-p28-2vp
title: Pupilla muscorum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15464234
title: ENGAGE Dataset: Evaluating Network Generalization for AC Grid Estimation

description: ENAGAGE is a framework for evaluating the generalization potential of GNN-based power flow solvers, as introduced in the original paper and the accompanying git repository.

 

Overview

This dataset is the accompanying dataset for model evaluation. It was generated using SimBench and Powerdata-gen. For each grid of the 10 base distribution grids from the Simbench scenario 1 (future grid with normal increase of distributed energy resources), we generate 300 new synthetic network test cases with varying loads, generations, and topologies. Therefore, the dataset contains 3000 distribution grids for model training and evaluation.

The base grids are as follows:



LV-rural1

LV-rural2

LV-rural3

LV-semiurb4

LV-semiurb5

LV-urban6

MV-comm 

MV-rural

MV-semiurb

MV-urban


The "complete" dataset contains a subdirectory for each base grid. In each subdirectory, there is a directory 'train/' containing all the data for the grids, including the PyTorch Geometric input graphs (dataset.pt), the pandapower network of each synthetic grid (*.json), and a csv file connecting the graph index in the dataset file with the name of the pandapower network file it came from (dataset_src.csv).

The "graphs-only" dataset is the same as the complete dataset, but excluding the pandapower source networks and the src csv file, as they generally have a lot of extra information and take up a lot more storage.

As most users will not need to access or modify the original grids, we recommend to download the graphs-only version, as it is much smaller.

 

Data Attributes

Each graph in the input dataset is represented as a PyTorch Geometric Data object. Each object has the following attributes and dimensions:



x:



Dimension: (N, 7)

N is the number of nodes/buses in the network

There are 7 node features: [Slack?, PV?, PQ?, p_mw, q_mvar, vm_pu, va_degree]



edge_index:



Dimension: (2, 2E)

E is the number of lines in the network

2 because each the edge_index list assumes directed edges



edge_attr:



Dimension: (2E, 4)

E is the number of lines in the network

There are 4 edge features: [trafo?, r_pu, x_pu, sc_voltage]



y:



Dimension: (N, 4)

N is the number of nodes/buses in the network

There are 4 true node attributes: [p_mw, q_mvar, vm_pu, va_degree]



dc_pf:



Dimension: (N, 4)

N is the number of nodes/buses in the network

There are 4 DC-PF approximated node attributes: [p_mw, q_mvar, vm_pu, va_degree]




Note: Some input node features of x have "nan" values, representing the unkown node features for the task. The correct values are then included in the output labels of y, with the corresponding names.
DOI: 10.5281/zenodo.15464235
title: ENGAGE Dataset: Evaluating Network Generalization for AC Grid Estimation

description: ENAGAGE is a framework for evaluating the generalization potential of GNN-based power flow solvers, as introduced in the original paper and the accompanying git repository.

 

Overview

This dataset is the accompanying dataset for model evaluation. It was generated using SimBench and Powerdata-gen. For each grid of the 10 base distribution grids from the Simbench scenario 1 (future grid with normal increase of distributed energy resources), we generate 300 new synthetic network test cases with varying loads, generations, and topologies. Therefore, the dataset contains 3000 distribution grids for model training and evaluation.

The base grids are as follows:



LV-rural1

LV-rural2

LV-rural3

LV-semiurb4

LV-semiurb5

LV-urban6

MV-comm 

MV-rural

MV-semiurb

MV-urban


The "complete" dataset contains a subdirectory for each base grid. In each subdirectory, there is a directory 'train/' containing all the data for the grids, including the PyTorch Geometric input graphs (dataset.pt), the pandapower network of each synthetic grid (*.json), and a csv file connecting the graph index in the dataset file with the name of the pandapower network file it came from (dataset_src.csv).

The "graphs-only" dataset is the same as the complete dataset, but excluding the pandapower source networks and the src csv file, as they generally have a lot of extra information and take up a lot more storage.

As most users will not need to access or modify the original grids, we recommend to download the graphs-only version, as it is much smaller.

 

Data Attributes

Each graph in the input dataset is represented as a PyTorch Geometric Data object. Each object has the following attributes and dimensions:



x:



Dimension: (N, 7)

N is the number of nodes/buses in the network

There are 7 node features: [Slack?, PV?, PQ?, p_mw, q_mvar, vm_pu, va_degree]



edge_index:



Dimension: (2, 2E)

E is the number of lines in the network

2 because each the edge_index list assumes directed edges



edge_attr:



Dimension: (2E, 4)

E is the number of lines in the network

There are 4 edge features: [trafo?, r_pu, x_pu, sc_voltage]



y:



Dimension: (N, 4)

N is the number of nodes/buses in the network

There are 4 true node attributes: [p_mw, q_mvar, vm_pu, va_degree]



dc_pf:



Dimension: (N, 4)

N is the number of nodes/buses in the network

There are 4 DC-PF approximated node attributes: [p_mw, q_mvar, vm_pu, va_degree]




Note: Some input node features of x have "nan" values, representing the unkown node features for the task. The correct values are then included in the output labels of y, with the corresponding names.
DOI: 10.3535/l0r-3z3-ael
title: Isabellaria sericata (L. Pfeiffer, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7d3-428-65c
title: Gafrarium pectinatum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v2j-71j-etm
title: Zonitoides nitidus (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1j1-bft-3n4
title: Anadara chemnitzii (R. A. Philippi, 1851)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/28y-9s1-y6g
title: Vitrea crystallina (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qjf-h5h-clj
title: Patelloida striata Quoy & Gaimard, 1834

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s3a-qe7-be5
title: Lucinoma borealis (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7nw-v90-w87
title: Gibberulus gibbosus (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jzx-901-q0h
title: Labiostrombus epidromis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hwh-eqr-340
title: Vitta zebra (Bruguière, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ezq-vdc-qaz
title: Ischnochiton punctulatissimus (G. B. Sowerby I, 1832)

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