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.
20,299
datasets available to search
ShareScore release 0.9.0
Dataset results
20,299 results for “Systematic”
The efficacy of hemoglobin spray in wound management: a systematic review and network meta-analysis of comparative studies
<p>PRISMA flow</p>
Heterogeneous mineralogical composition and fault behaviour: A systematic study in ternary fault rock compositions.
<p>In this dataset the high resolution images of the microstructural analysis and the frictional strength, frictional healing and the rate and state parameters are reported. The data refer to a comprehensive study with 34 frictional experiments on fault gouges composed of three representative mineral phase:muscovite (platy phyllosilicate), quartz (granular silicate) and calcite (granular carbonate), known for their markedly distinct frictional properties. </p>
Linked collectors and determiners for: Systematics of West African Miniopterus with the description of a new species.
Natural history specimen data linked to collectors and determiners held within, "Systematics of West African Miniopterus with the description of a new species". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/22182930-5d11-458a-bb9f-5263a6187d07">https://bionomia.net/dataset/22182930-5d11-458a-bb9f-5263a6187d07</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/22182930-5d11-458a-bb9f-5263a6187d07">https://gbif.org/dataset/22182930-5d11-458a-bb9f-5263a6187d07</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Taxonomy, systematics and biology of the Australian halotolerant wolf spider genus Tetralycosa (Araneae: Lycosidae: Artoriinae).
Natural history specimen data linked to collectors and determiners held within, "Taxonomy, systematics and biology of the Australian halotolerant wolf spider genus Tetralycosa (Araneae: Lycosidae: Artoriinae)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/f3382433-ea2c-4ec8-b1fe-44320ac0893b">https://bionomia.net/dataset/f3382433-ea2c-4ec8-b1fe-44320ac0893b</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/f3382433-ea2c-4ec8-b1fe-44320ac0893b">https://gbif.org/dataset/f3382433-ea2c-4ec8-b1fe-44320ac0893b</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: A revision of the systematics and distribution of the damselfly genus Prodasineura Cowley, 1934 (Odonata: Zygoptera: Platycnemididae) in Vietnam with description of two new species.
Natural history specimen data linked to collectors and determiners held within, "A revision of the systematics and distribution of the damselfly genus Prodasineura Cowley, 1934 (Odonata: Zygoptera: Platycnemididae) in Vietnam with description of two new species". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/04bc4f07-1283-4058-9641-2fce5ee10aca">https://bionomia.net/dataset/04bc4f07-1283-4058-9641-2fce5ee10aca</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/04bc4f07-1283-4058-9641-2fce5ee10aca">https://gbif.org/dataset/04bc4f07-1283-4058-9641-2fce5ee10aca</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Systematics of the parasitoid wasp genus Aulacus Jurine (Hymenoptera: Evanioidea: Aulacidae) from Australia.
Natural history specimen data linked to collectors and determiners held within, "Systematics of the parasitoid wasp genus Aulacus Jurine (Hymenoptera: Evanioidea: Aulacidae) from Australia". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/381202fb-343a-4c47-b17f-e3ad6df1b0fd">https://bionomia.net/dataset/381202fb-343a-4c47-b17f-e3ad6df1b0fd</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/381202fb-343a-4c47-b17f-e3ad6df1b0fd">https://gbif.org/dataset/381202fb-343a-4c47-b17f-e3ad6df1b0fd</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Systematic Revision of the Neotropical Club-Tailed Scorpions, Physoctonus, Rhopalurus, and Troglorhopalurus, Revalidation of Heteroctenus, and Descriptions of Two New Genera and Three New Species (Buthidae: Rhopalurusinae).
Natural history specimen data linked to collectors and determiners held within, "Systematic Revision of the Neotropical Club-Tailed Scorpions, Physoctonus, Rhopalurus, and Troglorhopalurus, Revalidation of Heteroctenus, and Descriptions of Two New Genera and Three New Species (Buthidae: Rhopalurusinae)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/22b02e67-634f-4e71-a8fa-3392aff63985">https://bionomia.net/dataset/22b02e67-634f-4e71-a8fa-3392aff63985</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/22b02e67-634f-4e71-a8fa-3392aff63985">https://gbif.org/dataset/22b02e67-634f-4e71-a8fa-3392aff63985</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Species review of the genus Gnypeta Thomson from Canada, Alaska and Greenland (Coleoptera, Staphylinidae, Aleocharinae): systematics, bionomics and distribution.
Natural history specimen data linked to collectors and determiners held within, "Species review of the genus Gnypeta Thomson from Canada, Alaska and Greenland (Coleoptera, Staphylinidae, Aleocharinae): systematics, bionomics and distribution". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/142a25ed-47c3-4361-bc24-6f1b3e8dba5c">https://bionomia.net/dataset/142a25ed-47c3-4361-bc24-6f1b3e8dba5c</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/142a25ed-47c3-4361-bc24-6f1b3e8dba5c">https://gbif.org/dataset/142a25ed-47c3-4361-bc24-6f1b3e8dba5c</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: South American Coccinellidae (Coleoptera), Part XXI: systematic revision of South American Pentilia Mulsant (Cryptognathini).
Natural history specimen data linked to collectors and determiners held within, "South American Coccinellidae (Coleoptera), Part XXI: systematic revision of South American Pentilia Mulsant (Cryptognathini)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/b1aa1869-9519-4d18-ba2c-25e6517ff390">https://bionomia.net/dataset/b1aa1869-9519-4d18-ba2c-25e6517ff390</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/b1aa1869-9519-4d18-ba2c-25e6517ff390">https://gbif.org/dataset/b1aa1869-9519-4d18-ba2c-25e6517ff390</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: South American Coccinellidae (Coleoptera), Part XIX: Overview of Cryptognathini and systematic revision of South American Cryptognatha Mulsant.
Natural history specimen data linked to collectors and determiners held within, "South American Coccinellidae (Coleoptera), Part XIX: Overview of Cryptognathini and systematic revision of South American Cryptognatha Mulsant". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/ac53680f-6358-4d6b-8880-ccf3dd73297e">https://bionomia.net/dataset/ac53680f-6358-4d6b-8880-ccf3dd73297e</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/ac53680f-6358-4d6b-8880-ccf3dd73297e">https://gbif.org/dataset/ac53680f-6358-4d6b-8880-ccf3dd73297e</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Systematics of the enigmatic South American Streblopus Van Lansberge, 1874 dung beetles and their transatlantic origin: a case study on the role of dispersal events in the biogeographical history of the Scarabaeinae (Coleoptera: Scarabaeidae).
Natural history specimen data linked to collectors and determiners held within, "Systematics of the enigmatic South American Streblopus Van Lansberge, 1874 dung beetles and their transatlantic origin: a case study on the role of dispersal events in the biogeographical history of the Scarabaeinae (Coleoptera: Scarabaeidae)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/1668be17-f285-47ef-98b6-c9d90b8cbd6e">https://bionomia.net/dataset/1668be17-f285-47ef-98b6-c9d90b8cbd6e</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/1668be17-f285-47ef-98b6-c9d90b8cbd6e">https://gbif.org/dataset/1668be17-f285-47ef-98b6-c9d90b8cbd6e</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Systematics of the Ameerega rubriventris complex (Anura: Dendrobatidae) with descriptions of two new cryptic species from the East-Andean versant of Peru.
Natural history specimen data linked to collectors and determiners held within, "Systematics of the Ameerega rubriventris complex (Anura: Dendrobatidae) with descriptions of two new cryptic species from the East-Andean versant of Peru". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/52381685-6651-42d8-b555-a9b56f9c37a5">https://bionomia.net/dataset/52381685-6651-42d8-b555-a9b56f9c37a5</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/52381685-6651-42d8-b555-a9b56f9c37a5">https://gbif.org/dataset/52381685-6651-42d8-b555-a9b56f9c37a5</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Systematics, biogeography and host-plant relationships of the Neotropical jumping plant-louse genus Russelliana (Hemiptera: Psylloidea).
Natural history specimen data linked to collectors and determiners held within, "Systematics, biogeography and host-plant relationships of the Neotropical jumping plant-louse genus Russelliana (Hemiptera: Psylloidea)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/f4033cfe-28b4-434e-a577-bf51193b4df6">https://bionomia.net/dataset/f4033cfe-28b4-434e-a577-bf51193b4df6</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/f4033cfe-28b4-434e-a577-bf51193b4df6">https://gbif.org/dataset/f4033cfe-28b4-434e-a577-bf51193b4df6</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Invertebrata Collection of Institute of Systematics and Evolution of Animals.
Natural history specimen data linked to collectors and determiners held within, "Invertebrata Collection of Institute of Systematics and Evolution of Animals". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/eca72f80-3330-11de-8db7-b8a03c50a862">https://bionomia.net/dataset/eca72f80-3330-11de-8db7-b8a03c50a862</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/eca72f80-3330-11de-8db7-b8a03c50a862">https://gbif.org/dataset/eca72f80-3330-11de-8db7-b8a03c50a862</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: The symphytognathoid spiders of the Gaoligongshan, Yunnan, China (Araneae: Araneoidea): Systematics and diversity of micro-orbweavers.
Natural history specimen data linked to collectors and determiners held within, "The symphytognathoid spiders of the Gaoligongshan, Yunnan, China (Araneae: Araneoidea): Systematics and diversity of micro-orbweavers". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/ebd6b143-c5fb-4fbf-982a-64ce7dcf776b">https://bionomia.net/dataset/ebd6b143-c5fb-4fbf-982a-64ce7dcf776b</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/ebd6b143-c5fb-4fbf-982a-64ce7dcf776b">https://gbif.org/dataset/ebd6b143-c5fb-4fbf-982a-64ce7dcf776b</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Systematics, distribution and biology of the Australian ' micro-flea' wasps, Baeus spp. (Hymenoptera: Scelionidae): parasitoids of spider eggs..
Natural history specimen data linked to collectors and determiners held within, "Systematics, distribution and biology of the Australian ' micro-flea' wasps, Baeus spp. (Hymenoptera: Scelionidae): parasitoids of spider eggs.". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/e130865d-692d-4f83-9445-adaa540073b9">https://bionomia.net/dataset/e130865d-692d-4f83-9445-adaa540073b9</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/e130865d-692d-4f83-9445-adaa540073b9">https://gbif.org/dataset/e130865d-692d-4f83-9445-adaa540073b9</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Phylogenetic systematics, ecology, and conservation of marsupial frogs (Anura: Hemiphractidae) from the Andes of southern Ecuador, with descriptions of four new biphasic species.
Natural history specimen data linked to collectors and determiners held within, "Phylogenetic systematics, ecology, and conservation of marsupial frogs (Anura: Hemiphractidae) from the Andes of southern Ecuador, with descriptions of four new biphasic species". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/da18d6cf-db48-4fc6-b74d-2e763b6bf888">https://bionomia.net/dataset/da18d6cf-db48-4fc6-b74d-2e763b6bf888</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/da18d6cf-db48-4fc6-b74d-2e763b6bf888">https://gbif.org/dataset/da18d6cf-db48-4fc6-b74d-2e763b6bf888</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Revision of the Bengalia torosa Wiedemann, 1819 species-group (Diptera: Calliphoridae), with notes on the systematic position of B. robertsi Kurahashi, 1987 and B. subnitida James, 1964.
Natural history specimen data linked to collectors and determiners held within, "Revision of the Bengalia torosa Wiedemann, 1819 species-group (Diptera: Calliphoridae), with notes on the systematic position of B. robertsi Kurahashi, 1987 and B. subnitida James, 1964". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/d2f6f62c-9c3c-4951-9409-01bf33f2f027">https://bionomia.net/dataset/d2f6f62c-9c3c-4951-9409-01bf33f2f027</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/d2f6f62c-9c3c-4951-9409-01bf33f2f027">https://gbif.org/dataset/d2f6f62c-9c3c-4951-9409-01bf33f2f027</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Aves Collection of Institute of Systematics and Evolution of Animals.
Natural history specimen data linked to collectors and determiners held within, "Aves Collection of Institute of Systematics and Evolution of Animals". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/c1b0f4a0-3330-11de-8db7-b8a03c50a862">https://bionomia.net/dataset/c1b0f4a0-3330-11de-8db7-b8a03c50a862</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/c1b0f4a0-3330-11de-8db7-b8a03c50a862">https://gbif.org/dataset/c1b0f4a0-3330-11de-8db7-b8a03c50a862</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Systematics and biogeography of the genus Scaria Bolívar, 1887 (Orthoptera: Tetrigidae: Batrachideinae).
Natural history specimen data linked to collectors and determiners held within, "Systematics and biogeography of the genus Scaria Bolívar, 1887 (Orthoptera: Tetrigidae: Batrachideinae)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/bcac9edf-0811-4d26-88d5-b4210f137fa4">https://bionomia.net/dataset/bcac9edf-0811-4d26-88d5-b4210f137fa4</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/bcac9edf-0811-4d26-88d5-b4210f137fa4">https://gbif.org/dataset/bcac9edf-0811-4d26-88d5-b4210f137fa4</a>. Formatted as a Frictionless Data package.
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.