cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15639838
title: Sea-Undistort: A Synthetic Dataset for Restoring Through-Water Images in Airborne Bathymetric Mapping

description: The dataset

To address the absence of real-world paired imagery with and without wave- and water-induced distortions, we introduce Sea-Undistort, a synthetic dataset created using the open-source 3D graphics platform Blender. The dataset comprises 1200 image pairs, each consisting of 512×512 pixel RGB renderings of shallow underwater scenes. Every pair includes a “non-distorted” image, representing minimal surface and column distortions, and a corresponding “distorted” version that incorporates realistic optical phenomena such as sun glint, wave-induced deformations, turbidity, and light scattering. These effects are procedurally generated to replicate the diverse challenges encountered in through-water imaging for bathymetry. The scenes are designed with randomized combinations of typical shallow-water seabed types, including rocky outcrops, sandy flats, gravel beds, and seagrass patches, capturing a wide range of textures, reflectance patterns, and radiometric conditions. Refraction is accurately modeled in both the distorted and non-distorted images to maintain geometric consistency with real underwater imaging physics.

In addition, camera settings are uniformly sampled within specific ranges to ensure diverse imaging conditions. Sensor characteristics include a physical width of 36 mm and effective pixel widths of 4000 or 5472 pixels. Focal lengths of 20 mm and 24 mm are simulated with only the central 512x512 pixels rendered. Camera altitude ranges from 30 m to 200 m, resulting in a ground sampling distance (GSD) between 0.014 m and 0.063 m. Average depths range from –0.5 m to –8 m, with a maximum tilt angle of 5°. Sun elevation angles between 25° and 70°, along with varying atmospheric parameters (e.g., air, dust), are used to simulate different illumination conditions. Generated images are accompanied by a .json file containing this metadata per image. 

Sea-Undistort is designed to support supervised training of deep learning models for through-water image enhancement and correction, enabling generalization to real-world conditions where undistorted ground truth is otherwise unobtainable.

Citation

If you use the dataset, please cite:

 

AcknowledgmentThis work was part of the project MagicBathy which is a research project funded by the European Commission for the period 2023-2025. It is funded under the HORIZON Europe MSCA Postdoctoral Fellowships - European Fellowships (GA 101063294).
description: Folder structure

 

┗ 📂 Sea-Undistort/

  ┣ 📜 render_0000_ground.png

  ┣ 📜 render_0000_no_sunglint.png

  ┣ 📜 render_0000_no_waves.png

  ┣ 📜 render_0000.png

  ┣ 📜 render_0001_ground.png

  ┣ 📜 render_0001_no_sunglint.png

  ┣ 📜 render_0001_no_waves.png

  ┣ 📜 render_0001.png

  ┣ 📜 ...

  ┣ 📜 render_1199_ground.png

  ┣ 📜 render_1199_no_sunglint.png

  ┣ 📜 render_1199_no_waves.png

  ┣ 📜 render_1199.png

  ┣ 📜 scene_settings.json

  ┗ 📜 LICENSE_and_info.txt
DOI: 10.3535/352-mln-xe9
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/39n-b3f-bs2
title: Circe intermedia Reeve, 1863

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b80-ec5-amr
title: Naria labrolineata (Gaskoin, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rv5-y07-gb9
title: Gari squamosa (Lamarck, 1818)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a86-20b-mlk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7sw-2mj-fng
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9zl-bx1-3l1
title: Vexillum gruneri (Reeve, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ea3-98t-63v
title: Cerithium columna G. B. Sowerby I, 1834

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zac-b45-evs
title: Vinundu guillemei (Martel & Dautzenberg, 1899)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0lf-tzd-t2c
title: Seila A. Adams, 1861

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hkf-ln2-6q5
title: Terebellum terebellum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3av-nfe-gx2
title: Aphanoconia verecunda (A. Gould, 1859)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9be-07t-4ce
title: Apataxia cerithiiformis (Tryon, 1887)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p1g-m9n-r27
title: Mitrella philia (Duclos, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jyn-vse-syy
title: Lucina pensylvanica (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/krb-gqh-h0p
title: Lambis lambis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3z4-47e-1ek
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gs2-x0q-mwv
title: Aliger gigas (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/04c-2n3-cz6
title: Littorina littorea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16753825
title: Multi-Year Mean Water Table Depth Predictions for Select Catchments Across Europe (2019-2024)

description: This dataset provides multi-year mean Water Table Depth (WTD) predictions for 10 select catchments across Europe at 30 m resolution for the period between January 2019 and December 2024 inclusive. These have been produced using Histogram Gradient Boosting (HGB) decision trees trained on in-situ logger measurements from European wetlands.

Both yearly and monthly outputs are avaliable on request.

This work was funded by “WET HORIZONS” Grant Agreement No. 101056848, funded by the Horizon Europe Framework Program of the European Union, “MOTHERSHIP” Reference No. NE/V018418/1, funded by the Natural Environment Research Council, and “CentrePeat” JHI-D3-2 funded by the Scottish Government’s Rural and Environment Science and Analytical Services Division as part of the Strategic Research programme 2022-27.

v1.0.0 - Initial Release
DOI: 10.5281/zenodo.16753826
title: Multi-Year Mean Water Table Depth Predictions for Select Catchments Across Europe (2019-2024)

description: This dataset provides multi-year mean Water Table Depth (WTD) predictions for 10 select catchments across Europe at 30 m resolution for the period between January 2019 and December 2024 inclusive. These have been produced using Histogram Gradient Boosting (HGB) decision trees trained on in-situ logger measurements from European wetlands.

Both yearly and monthly outputs are avaliable on request.

This work was funded by “WET HORIZONS” Grant Agreement No. 101056848, funded by the Horizon Europe Framework Program of the European Union, “MOTHERSHIP” Reference No. NE/V018418/1, funded by the Natural Environment Research Council, and “CentrePeat” JHI-D3-2 funded by the Scottish Government’s Rural and Environment Science and Analytical Services Division as part of the Strategic Research programme 2022-27.

v1.0.0 - Initial Release
DOI: 10.3535/fms-fac-qm3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tse-q5m-38d
title: Glycymeris decussata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bc7-1wg-kqd
title: Steromphala umbilicalis (da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jk5-0xf-a2l
title: Smithiella costulata (Risso, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/byg-7an-f2c
title: Nerita antiquata Récluz, 1841

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vxm-tm3-9al
title: Laevistrombus canarium (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5ld-a4t-j1a
title: Conasprella aphrodite (Petuch, 1979)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vgn-xww-59l
title: Conus striatus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ny9-n0z-5kt
title: Thaisella kiosquiformis (Duclos, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p6h-ryb-zft
title: Vasum turbinellus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rm3-g2f-zah
title: Harpa amouretta Röding, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e5s-hmx-db9
title: Quasimitra punctostriata (A. Adams, 1855)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qgg-pw0-jrb
title: Monetaria annulus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/faz-qgz-c36
title: Rhinoclavis bituberculata (G. B. Sowerby II, 1866)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8m1-vet-zmn
title: Cyclopecten kapalae Dijkstra, 1990

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wad-ctj-af8
title: Monetaria caputserpentis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/090-l9y-6dk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j10-46k-j2r
title: Cerithium muscarum Say, 1832

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z7l-nv1-4ee
title: Epitonium krebsii (Mörch, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/59k-0z1-9dx
title: Vallonia pulchella (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/er8-vf2-pd7
title: Cymbiola nobilis ([Lightfoot], 1786)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b0j-5sr-0jj
title: Pusula radians (Lamarck, 1810)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wrd-evv-wqm
title: Tricornis tricornis ([Lightfoot], 1786)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5ws-r4y-jmm
title: Caecum floridanum W. Stimpson, 1851

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sgm-4yd-fs1
title: Terebellum terebellum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kmd-vhn-mhn
title: Pharaonella aurea (Perry, 1811)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/alq-xxl-bza
title: Scabies phaselus (I. Lea, 1856)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p5t-xss-4s4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/16x-tm6-v7x
title: Crassinella maldonadoensis (Pilsbry, 1897)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cw2-p2h-c1k
title: Geloina expansa (Mousson, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.10877326
title: Supplemental Files for Schlegel et al., Nature (2024)

description: This repository contains supplemental files for the paper "Whole-brain annotation and multi-connectome cell typing of Drosophila" - Schlegel et al., Nature (2024).



nblast_flywire_all_right_aba_comp.feather contains all-by-all NBLAST score for all FlyWire neurons where neurons from the left hemisphere have been mirrored to the right

nblast_flywire_hemibrain_min_comp.feather  contains NBLAST scores for FlyWire versus "hemibrain" neurons

nblast_flywirre_mirrored_hemibrain_comp.feather contains NBLAST scores for FlyWire versus "hemibrain" neurons where all FlyWire neurons have been mirrored

sk_lod_783_healed_ds2.parquet contains skeletons in SWC format for all FlyWire neurons (generated from lod 1 meshes and 2X downsampled, coordinates are in nanometres); the raw data can be read with e.g. the Python pyarrow package (see documentation for examples). Alternatively, you can use the navis Python package to read the contents into neuron objects (see navis.read_parquet).


Additional notes:



all root IDs refer to the 783 release of FlyWire

for NBLAST files:



columns/indices for FlyWire neurons are given as "{root_id},{supervoxel_id}", where the supervoxel ID represents an anchor that can be used to map this neuron to different materialization versions

scores were compressed by rounding to the 4th decimal and clipping values below 0




For neuron annotations and further details please see https://github.com/flyconnectome/flywire_annotations. 

The proofreading and FlyWire resource are described in our companion paper (Dorkenwald et al., Nature, 2024).
description: Funding for this project came from NIH NIMH BRAIN Initiative grant 1RF1MH120679-01, Wellcome Trust Collaborative Award 203261/Z/16/Z, Wellcome Trust Collaborative Award 220343/Z/20/Z, Neuronex2 award (MRC MC_EX_MR/T046279/1) and core support from the MRC (MC-U105188491).
DOI: 10.5281/zenodo.8077334
title: Supplemental Files for Schlegel et al., Nature (2024)

description: This repository contains supplemental files for the paper "Whole-brain annotation and multi-connectome cell typing of Drosophila" - Schlegel et al., Nature (2024).



nblast_flywire_all_right_aba_comp.feather contains all-by-all NBLAST score for all FlyWire neurons where neurons from the left hemisphere have been mirrored to the right

nblast_flywire_hemibrain_min_comp.feather  contains NBLAST scores for FlyWire versus "hemibrain" neurons

nblast_flywirre_mirrored_hemibrain_comp.feather contains NBLAST scores for FlyWire versus "hemibrain" neurons where all FlyWire neurons have been mirrored

sk_lod_783_healed_ds2.parquet contains skeletons in SWC format for all FlyWire neurons (generated from lod 1 meshes and 2X downsampled, coordinates are in nanometres); the raw data can be read with e.g. the Python pyarrow package (see documentation for examples). Alternatively, you can use the navis Python package to read the contents into neuron objects (see navis.read_parquet).


Additional notes:



all root IDs refer to the 783 release of FlyWire

for NBLAST files:



columns/indices for FlyWire neurons are given as "{root_id},{supervoxel_id}", where the supervoxel ID represents an anchor that can be used to map this neuron to different materialization versions

scores were compressed by rounding to the 4th decimal and clipping values below 0




For neuron annotations and further details please see https://github.com/flyconnectome/flywire_annotations. 

The proofreading and FlyWire resource are described in our companion paper (Dorkenwald et al., Nature, 2024).
description: Funding for this project came from NIH NIMH BRAIN Initiative grant 1RF1MH120679-01, Wellcome Trust Collaborative Award 203261/Z/16/Z, Wellcome Trust Collaborative Award 220343/Z/20/Z, Neuronex2 award (MRC MC_EX_MR/T046279/1) and core support from the MRC (MC-U105188491).
DOI: 10.3535/cgk-t7c-dfl
title: Vexillum discolorium (Reeve, 1845)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vae-ez3-94m
title: Fusolatirus paetelianus (Kobelt, 1874)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c4y-ff4-ng0
title: Bursa lamarckii (Deshayes, 1853)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/clb-5bn-13l
title: Cassidula angulifera (Petit de la Saussaye, 1841)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e2n-d7v-n46
title: Tellina Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16826328
title: Article
DOI: 10.5281/zenodo.16838726
title: Article
DOI: 10.3535/214-yt6-zav
title: Eulimastoma didymum (A. E. Verrill & K. J. Bush, 1900)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b0b-cne-msf
title: Heliacus infundibuliformis (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0j6-0p1-gv6
title: Turbinella angulata ([Lightfoot, 1786])

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c7m-xxb-46m
title: Caecum floridanum W. Stimpson, 1851

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xk4-mdy-vtq
title: Scaeochlamys livida (Lamarck, 1819)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3eq-2c5-z4p
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vhq-yav-338
title: Trivia monacha (da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f5l-dzk-nwb
title: Marsupina bufo (Bruguière, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dwg-mcv-l7m
title: Chicoreus brunneus (Link, 1807)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qgl-8qh-n5w
title: Tenguella granulata (Duclos, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2kt-ak2-hkh
title: Cardita calyculata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r26-sb1-2sg
title: Ginebis argenteonitens (Lischke, 1872)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yws-s7l-jjr
title: Mauritia histrio (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16838827
title: Soux_Falls network data
DOI: 10.5281/zenodo.16838828
title: Soux_Falls network data
DOI: 10.3535/n7s-7r0-68x
title: Loripes orbiculatus Poli, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vxq-t17-k99
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7mf-blq-xk6
title: Abranda hypelliptica (A. E. Salisbury, 1934)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ax8-sjs-62h
title: Latirus gibbulus (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1dn-n03-ph8
title: Varicospira tyleri (H. Adams & A. Adams, 1864)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jxd-ckw-lz6
title: Turrilatirus turritus (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tlm-7sq-7t3
title: Vitta usnea (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/02h-vxg-a0x
title: Dosinia hepatica (Lamarck, 1818)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lq4-bfz-f0q
title: Mauritia arabica arabica (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/agy-qvf-p99
title: Conus lividus Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bva-3ll-bre
title: Conus moluccensis Küster, 1838

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r6a-hej-727
title: Limaria pellucida (C. B. Adams, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jfs-561-vff
title: Conus miles Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lfm-7d5-tns
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k50-s41-xec
title: Lambis scorpius (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p27-z84-145
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b2m-1gj-89a
title: Nassarius hansenae H. H. Kool, 1996

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9yj-dem-ad6
title: Lentigo lentiginosus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x03-yrj-nrj
title: Conus magus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/syy-xc9-khv
title: Monetaria annulus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z9l-rtf-hl5
title: Ministrombus variabilis (Swainson, 1820)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t5m-k61-sae
title: Ostrea edulis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jsv-ezs-qdg
title: Zafrona isomella (Duclos, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r3l-yh8-273
title: Cymbiola pulchra (G. B. Sowerby I, 1825)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/510-ekm-y48
title: Cerastoderma edule (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q9t-3hy-rjq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7p4-t2g-ppt
title: Animalia

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