Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
105
datasets available to search
ShareScore release 0.9.0
Dataset results
105 results for “Invertebrates collections”
Linked collectors and determiners for: Terrestrial and limnic invertebrates systematic collection, NTNU University Museum.
Natural history specimen data linked to collectors and determiners held within, "Terrestrial and limnic invertebrates systematic collection, NTNU University Museum". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/1bec5de3-758c-4ed2-ab13-1597601ad07a">https://bionomia.net/dataset/1bec5de3-758c-4ed2-ab13-1597601ad07a</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/1bec5de3-758c-4ed2-ab13-1597601ad07a">https://gbif.org/dataset/1bec5de3-758c-4ed2-ab13-1597601ad07a</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Biodiversity Research and Teaching Collections - TCWC Marine Invertebrates.
Natural history specimen data linked to collectors and determiners held within, "Biodiversity Research and Teaching Collections - TCWC Marine Invertebrates". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/16b0aa56-90aa-436c-bfe8-b5af83f84575">https://bionomia.net/dataset/16b0aa56-90aa-436c-bfe8-b5af83f84575</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/16b0aa56-90aa-436c-bfe8-b5af83f84575">https://gbif.org/dataset/16b0aa56-90aa-436c-bfe8-b5af83f84575</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Field Museum of Natural History (Zoology) Invertebrate Collection.
Natural history specimen data linked to collectors and determiners held within, "Field Museum of Natural History (Zoology) Invertebrate Collection". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/005eb8d8-ed94-41be-89cf-e3115a9058e4">https://bionomia.net/dataset/005eb8d8-ed94-41be-89cf-e3115a9058e4</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/005eb8d8-ed94-41be-89cf-e3115a9058e4">https://gbif.org/dataset/005eb8d8-ed94-41be-89cf-e3115a9058e4</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: SMNH NASU Invertebrates collection.
Natural history specimen data linked to collectors and determiners held within, "SMNH NASU Invertebrates collection". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/bdc8cabb-98c5-460b-8173-a7d3fa7b7b19">https://bionomia.net/dataset/bdc8cabb-98c5-460b-8173-a7d3fa7b7b19</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/bdc8cabb-98c5-460b-8173-a7d3fa7b7b19">https://gbif.org/dataset/bdc8cabb-98c5-460b-8173-a7d3fa7b7b19</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: UniLodz Freshwater Invertebrate Collection.
Natural history specimen data linked to collectors and determiners held within, "UniLodz Freshwater Invertebrate Collection". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/f39c25d3-7542-4b81-a0ef-f5217438a353">https://bionomia.net/dataset/f39c25d3-7542-4b81-a0ef-f5217438a353</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/f39c25d3-7542-4b81-a0ef-f5217438a353">https://gbif.org/dataset/f39c25d3-7542-4b81-a0ef-f5217438a353</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: NCSM Non-molluscan Invertebrates Collection.
Natural history specimen data linked to collectors and determiners held within, "NCSM Non-molluscan Invertebrates Collection". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/96cdea48-b78a-4345-ae6d-b2c7c6e0278a">https://bionomia.net/dataset/96cdea48-b78a-4345-ae6d-b2c7c6e0278a</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/96cdea48-b78a-4345-ae6d-b2c7c6e0278a">https://gbif.org/dataset/96cdea48-b78a-4345-ae6d-b2c7c6e0278a</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: NHMO Invertebrate collection.
Natural history specimen data linked to collectors and determiners held within, "NHMO Invertebrate collection". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/9fdf31e5-8a56-4b65-86ce-acd8170eab97">https://bionomia.net/dataset/9fdf31e5-8a56-4b65-86ce-acd8170eab97</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/9fdf31e5-8a56-4b65-86ce-acd8170eab97">https://gbif.org/dataset/9fdf31e5-8a56-4b65-86ce-acd8170eab97</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Occurrence of invertebrates from all over Africa in natural history museum collection in Nairobi, Kenya.
Natural history specimen data linked to collectors and determiners held within, "Occurrence of invertebrates from all over Africa in natural history museum collection in Nairobi, Kenya". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/3b8eb92e-2967-42a7-9027-2351e6956813">https://bionomia.net/dataset/3b8eb92e-2967-42a7-9027-2351e6956813</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/3b8eb92e-2967-42a7-9027-2351e6956813">https://gbif.org/dataset/3b8eb92e-2967-42a7-9027-2351e6956813</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: University of Miami, Voss Marine Invertebrate Collections.
Natural history specimen data linked to collectors and determiners held within, "University of Miami, Voss Marine Invertebrate Collections". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/0f6d26c0-c645-4f15-b1c9-fbcb77515545">https://bionomia.net/dataset/0f6d26c0-c645-4f15-b1c9-fbcb77515545</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/0f6d26c0-c645-4f15-b1c9-fbcb77515545">https://gbif.org/dataset/0f6d26c0-c645-4f15-b1c9-fbcb77515545</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: ZMUO Common invertebrate collection.
Natural history specimen data linked to collectors and determiners held within, "ZMUO Common invertebrate collection". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/0ab7fc3f-f956-4486-8f7d-a5009b05efdb">https://bionomia.net/dataset/0ab7fc3f-f956-4486-8f7d-a5009b05efdb</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/0ab7fc3f-f956-4486-8f7d-a5009b05efdb">https://gbif.org/dataset/0ab7fc3f-f956-4486-8f7d-a5009b05efdb</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: NEON Invertebrate Voucher Collection at Arizona State University.
Natural history specimen data linked to collectors and determiners held within, "NEON Invertebrate Voucher Collection at Arizona State University". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/69f3ca43-ed03-4ed1-92c4-58f9bd0eafc1">https://bionomia.net/dataset/69f3ca43-ed03-4ed1-92c4-58f9bd0eafc1</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/69f3ca43-ed03-4ed1-92c4-58f9bd0eafc1">https://gbif.org/dataset/69f3ca43-ed03-4ed1-92c4-58f9bd0eafc1</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Invertebrate collections, UiB.
Natural history specimen data linked to collectors and determiners held within, "Invertebrate collections, UiB". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/ce697b4c-7803-47d8-81bd-5a172f4960b5">https://bionomia.net/dataset/ce697b4c-7803-47d8-81bd-5a172f4960b5</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/ce697b4c-7803-47d8-81bd-5a172f4960b5">https://gbif.org/dataset/ce697b4c-7803-47d8-81bd-5a172f4960b5</a>. Formatted as a Frictionless Data package.
University of California Santa Barbara Invertebrate Zoology Collection (UCSB-IZC)
<p>Data archive (Darwin Core) from University of California Santa Barbara Invertebrate Zoology Collection, Cheadle Center for Biodiversity and Ecological Restoration.</p> <p>Collection Statistics</p> <ul> <li>40,220 specimen records</li> <li>38,705 (96%) georeferenced</li> <li>19,899 (49%) with images (31,098 total images)</li> <li>69 GenBank genetic references</li> <li>11,674 (29%) identified to species</li> <li>367 families</li> <li>903 genera</li> <li>915 species</li> <li>937 total taxa (including subsp. and var.)</li> </ul>
FIGURE 3 in Anthropologically introduced biases in natural history collections, with a case study on the invertebrate paleontology collections from the middle Cambrian Spence Shale Lagerstätte
FIGURE 3. Percentage of taxonomic groups in the KUMIP Spence Shale collection by specimen counts.
FIGURE 2. a in Archives of a small planet: The significance of museum collections and museumbased research in invertebrate taxonomy*
FIGURE 2. a) Enlarged view of Figure 173 from Smitt (1873). He called this and specimens of two other bryozoan species all by the name of a European species, Hippothoa biaperta Michelin 1841. b) Several figures from Winston (2005) to show the detailed ultrastructure of zooids of the same species, now identified as Stephanollona asper (Canu & Bassler) 1923.
FIGURE 1. a in Archives of a small planet: The significance of museum collections and museumbased research in invertebrate taxonomy*
FIGURE 1. a) Jar on the right contains the unsorted arthropods from one night's blacklight trap collection. Insects preserved in alcohol. Jar on left contains specimens which have undergone preliminary sorting to group or species. The white jar top has an alcohol-tight seal that prevents drying out of the contents. US quarter coin for scale. b) Richard Hoffman, VMNH Curator of Recent Invertebrates, identifying and curating insects in his laboratory. c) One drawer of the identified curated VMNH insect collection, stored in Cornell drawers and arranged phylogenetically and geographically to make retrieval easy. d) Types in VMNH arthropod collection. Jars with gold colored tops contain holotypes. Red topped jars are paratype specimens. e) View of some of the VMNH insect collection which is stored in modern steel cabinets that keep specimens dust and pest free.
Figure 8 from: Muratov IV, Heyns-Veale E (2020) Primary types in the collection of molluscs in the KwaZulu-Natal Museum: Patellogastropoda and Lepetellida. African Invertebrates 61(1): 49-81. https://doi.org/10.3897/afrinvertebr.61.51989
Figure 8 Emarginula phrygium Herbert & Kilburn, 1986. Holotype T3012/NMSA-MOL 0C6844. Scale bar: 5 mm.
Figure 19 from: Muratov IV, Heyns-Veale E (2020) Primary types in the collection of molluscs in the KwaZulu-Natal Museum: Patellogastropoda and Lepetellida. African Invertebrates 61(1): 49-81. https://doi.org/10.3897/afrinvertebr.61.51989
Figure 19 Scissurella maraisorum Geiger, 2006. Holotype T1616/NMSA-MOL 0W3498. Scale bars shell: 500 μm, protoconch: 100 μm. After Geiger (2006: 10, figure 7).
Figure 11 from: Muratov IV, Heyns-Veale E (2020) Primary types in the collection of molluscs in the KwaZulu-Natal Museum: Patellogastropoda and Lepetellida. African Invertebrates 61(1): 49-81. https://doi.org/10.3897/afrinvertebr.61.51989
Figure 11 Puncturella (Vacerrena) christiaensi Kilburn, 1978. Holotype T2204/NMSA-MOL 0B230. Scale bar: 1 mm.
Figure 10 from: Muratov IV, Heyns-Veale E (2020) Primary types in the collection of molluscs in the KwaZulu-Natal Museum: Patellogastropoda and Lepetellida. African Invertebrates 61(1): 49-81. https://doi.org/10.3897/afrinvertebr.61.51989
Figure 10 Emarginula viridicana Herbert & Kilburn, 1986. Holotype T3021/NMSA-MOL 0B8749. Scale bar: 10 mm.
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.