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.
14,867
datasets available to search
ShareScore release 0.9.0
Dataset results
14,867 results for “Determinants”
Linked collectors and determiners for: STNF - Shasta-Trinity National Forest Herbarium.
Natural history specimen data linked to collectors and determiners held within, "STNF - Shasta-Trinity National Forest Herbarium". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/f2fbd43e-f58e-48c1-a036-5001e2b6f265">https://bionomia.net/dataset/f2fbd43e-f58e-48c1-a036-5001e2b6f265</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/f2fbd43e-f58e-48c1-a036-5001e2b6f265">https://gbif.org/dataset/f2fbd43e-f58e-48c1-a036-5001e2b6f265</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Cryptic or underworked? Taxonomic revision of the Antistrophus rufus species complex (Cynipoidea, Aulacideini).
Natural history specimen data linked to collectors and determiners held within, "Cryptic or underworked? Taxonomic revision of the Antistrophus rufus species complex (Cynipoidea, Aulacideini)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/292c865a-0500-47bd-9f17-b5a57aeb4e34">https://bionomia.net/dataset/292c865a-0500-47bd-9f17-b5a57aeb4e34</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/292c865a-0500-47bd-9f17-b5a57aeb4e34">https://gbif.org/dataset/292c865a-0500-47bd-9f17-b5a57aeb4e34</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Review and phylogeny of Cyrtomenus Amyot & Serville (Hemiptera: Cydnidae: Cydninae) based on morphological characters.
Natural history specimen data linked to collectors and determiners held within, "Review and phylogeny of Cyrtomenus Amyot & Serville (Hemiptera: Cydnidae: Cydninae) based on morphological characters". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/035c358a-0715-41a2-a6c9-27ebad4ea273">https://bionomia.net/dataset/035c358a-0715-41a2-a6c9-27ebad4ea273</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/035c358a-0715-41a2-a6c9-27ebad4ea273">https://gbif.org/dataset/035c358a-0715-41a2-a6c9-27ebad4ea273</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Systematics of Mendoncia (Acanthaceae: Thunbergioideae) in the Paleotropics.
Natural history specimen data linked to collectors and determiners held within, "Systematics of Mendoncia (Acanthaceae: Thunbergioideae) in the Paleotropics". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/cd311325-4188-40bf-b36c-fedbfc64d9ff">https://bionomia.net/dataset/cd311325-4188-40bf-b36c-fedbfc64d9ff</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/cd311325-4188-40bf-b36c-fedbfc64d9ff">https://gbif.org/dataset/cd311325-4188-40bf-b36c-fedbfc64d9ff</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Übersicht über die neotropischen Arten der Gattung Stenus LATREILLE mit seitlich ungerandetem Abdomen und gelappten Tarsen (Coleoptera, Staphylinidae) 351. Beitrag zur Kenntnis der Steninen.
Natural history specimen data linked to collectors and determiners held within, "Übersicht über die neotropischen Arten der Gattung Stenus LATREILLE mit seitlich ungerandetem Abdomen und gelappten Tarsen (Coleoptera, Staphylinidae) 351. Beitrag zur Kenntnis der Steninen". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/b0518cab-354d-43e2-9a40-24a3f81473d7">https://bionomia.net/dataset/b0518cab-354d-43e2-9a40-24a3f81473d7</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/b0518cab-354d-43e2-9a40-24a3f81473d7">https://gbif.org/dataset/b0518cab-354d-43e2-9a40-24a3f81473d7</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Gila Center for Natural History (WNMU) Herbarium - Bryophytes.
Natural history specimen data linked to collectors and determiners held within, "Gila Center for Natural History (WNMU) Herbarium - Bryophytes". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/a78e2377-e236-4f75-95c1-53fd8c30cd9b">https://bionomia.net/dataset/a78e2377-e236-4f75-95c1-53fd8c30cd9b</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/a78e2377-e236-4f75-95c1-53fd8c30cd9b">https://gbif.org/dataset/a78e2377-e236-4f75-95c1-53fd8c30cd9b</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Phytoplankton community composition in the water column of East Greenland fjords, August 2022.
Natural history specimen data linked to collectors and determiners held within, "Phytoplankton community composition in the water column of East Greenland fjords, August 2022". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/a00e14eb-3398-4c40-87f6-41e78081e7ef">https://bionomia.net/dataset/a00e14eb-3398-4c40-87f6-41e78081e7ef</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/a00e14eb-3398-4c40-87f6-41e78081e7ef">https://gbif.org/dataset/a00e14eb-3398-4c40-87f6-41e78081e7ef</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Checklist of vascular plants of the projected landscape reserve "Lesovyi Kanyon" (Kherson region, Ukraine).
Natural history specimen data linked to collectors and determiners held within, "Checklist of vascular plants of the projected landscape reserve "Lesovyi Kanyon" (Kherson region, Ukraine)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/e67236c3-799a-47dd-b3ed-ccd8c231f0d2">https://bionomia.net/dataset/e67236c3-799a-47dd-b3ed-ccd8c231f0d2</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/e67236c3-799a-47dd-b3ed-ccd8c231f0d2">https://gbif.org/dataset/e67236c3-799a-47dd-b3ed-ccd8c231f0d2</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Indiana University of Pennsylvania, A.G. Shields Herbarium.
Natural history specimen data linked to collectors and determiners held within, "Indiana University of Pennsylvania, A.G. Shields Herbarium". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/1028e2b6-45d4-4f2e-a0c2-406d8306ea17">https://bionomia.net/dataset/1028e2b6-45d4-4f2e-a0c2-406d8306ea17</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/1028e2b6-45d4-4f2e-a0c2-406d8306ea17">https://gbif.org/dataset/1028e2b6-45d4-4f2e-a0c2-406d8306ea17</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Herbarium UGDA - Vascular Plants Collection.
Natural history specimen data linked to collectors and determiners held within, "Herbarium UGDA - Vascular Plants Collection". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/ecafe5de-e81e-4766-848d-326fafd87876">https://bionomia.net/dataset/ecafe5de-e81e-4766-848d-326fafd87876</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/ecafe5de-e81e-4766-848d-326fafd87876">https://gbif.org/dataset/ecafe5de-e81e-4766-848d-326fafd87876</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Improving Species-Based Area Protection in Antarctica - data.
Natural history specimen data linked to collectors and determiners held within, "Improving Species-Based Area Protection in Antarctica - data". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/d61860b3-22fd-4c8f-a089-97a2d6893f8b">https://bionomia.net/dataset/d61860b3-22fd-4c8f-a089-97a2d6893f8b</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/d61860b3-22fd-4c8f-a089-97a2d6893f8b">https://gbif.org/dataset/d61860b3-22fd-4c8f-a089-97a2d6893f8b</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Herbario Jardín Botánico de Cartagena "Guillermo Piñeres".
Natural history specimen data linked to collectors and determiners held within, "Herbario Jardín Botánico de Cartagena "Guillermo Piñeres"". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/fcb4e601-a1d8-44b6-a9d6-75fd05a280ef">https://bionomia.net/dataset/fcb4e601-a1d8-44b6-a9d6-75fd05a280ef</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/fcb4e601-a1d8-44b6-a9d6-75fd05a280ef">https://gbif.org/dataset/fcb4e601-a1d8-44b6-a9d6-75fd05a280ef</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: First records of the forgotten cattail Typha japonica Miq. (Angiospermae, Typhaceae) on Sakhalin and Kuril Islands.
Natural history specimen data linked to collectors and determiners held within, "First records of the forgotten cattail Typha japonica Miq. (Angiospermae, Typhaceae) on Sakhalin and Kuril Islands". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/d490532d-5705-425e-a91a-a11cceee97f7">https://bionomia.net/dataset/d490532d-5705-425e-a91a-a11cceee97f7</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/d490532d-5705-425e-a91a-a11cceee97f7">https://gbif.org/dataset/d490532d-5705-425e-a91a-a11cceee97f7</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: A new species of Austrophasiopsis Townsend (Diptera: Tachinidae) from Nepal with systematic notes on the genus.
Natural history specimen data linked to collectors and determiners held within, "A new species of Austrophasiopsis Townsend (Diptera: Tachinidae) from Nepal with systematic notes on the genus". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/53fc1318-6d39-4f8e-a7f7-f5a5d953b66e">https://bionomia.net/dataset/53fc1318-6d39-4f8e-a7f7-f5a5d953b66e</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/53fc1318-6d39-4f8e-a7f7-f5a5d953b66e">https://gbif.org/dataset/53fc1318-6d39-4f8e-a7f7-f5a5d953b66e</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Occurrence and distribution of spores producing plants in Tanzania: Collection of Preserved Specimens at TAFORI herbarium.
Natural history specimen data linked to collectors and determiners held within, "Occurrence and distribution of spores producing plants in Tanzania: Collection of Preserved Specimens at TAFORI herbarium". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/8f1f1bf0-99f8-4ee6-b02f-6c5b570203d6">https://bionomia.net/dataset/8f1f1bf0-99f8-4ee6-b02f-6c5b570203d6</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/8f1f1bf0-99f8-4ee6-b02f-6c5b570203d6">https://gbif.org/dataset/8f1f1bf0-99f8-4ee6-b02f-6c5b570203d6</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Alabama Museum of Natural History Bird Specimens (Arctos).
Natural history specimen data linked to collectors and determiners held within, "Alabama Museum of Natural History Bird Specimens (Arctos)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/0d28f8a3-b233-4d6e-859b-e7f8c91746d3">https://bionomia.net/dataset/0d28f8a3-b233-4d6e-859b-e7f8c91746d3</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/0d28f8a3-b233-4d6e-859b-e7f8c91746d3">https://gbif.org/dataset/0d28f8a3-b233-4d6e-859b-e7f8c91746d3</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Opiliones (Harvestman) Dataset.
Natural history specimen data linked to collectors and determiners held within, "Opiliones (Harvestman) Dataset". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/0af8fdeb-6bbd-463e-ae5d-aa13790f896f">https://bionomia.net/dataset/0af8fdeb-6bbd-463e-ae5d-aa13790f896f</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/0af8fdeb-6bbd-463e-ae5d-aa13790f896f">https://gbif.org/dataset/0af8fdeb-6bbd-463e-ae5d-aa13790f896f</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Taxonomic notes on the genus Pseudoligota Cameron (Coleoptera: Staphylinidae: Aleocharinae) from Japan.
Natural history specimen data linked to collectors and determiners held within, "Taxonomic notes on the genus Pseudoligota Cameron (Coleoptera: Staphylinidae: Aleocharinae) from Japan". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/7e931d98-adfe-4247-ad31-9caa50a7f593">https://bionomia.net/dataset/7e931d98-adfe-4247-ad31-9caa50a7f593</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/7e931d98-adfe-4247-ad31-9caa50a7f593">https://gbif.org/dataset/7e931d98-adfe-4247-ad31-9caa50a7f593</a>. Formatted as a Frictionless Data package.
Fig. 4 in Age determination of the Mongolian wild ass (Equus hemionus Pallas, 1775) by the dentition patterns and annual lines in the tooth cementum
Fig. 4. The times of eruption, development of cementum and formation of the annual lines in the first upper incisor (I1) at the labial (left) and lingual side (right).
Figure 4. A graphic on values of TP, TN, FP, and FN for each different application process.-Cognitive Development Optimization Algorithm Based Support Vector Machines for Determining Diabetes
<p>This study has proposed a diabetes diagnosis system, which is formed via both Support Vector Machines (SVM) and Cognitive Development Optimization Algorithm (CoDOA). In this approach, the training process of the SVM has been supported with the CoDOA and after determining the most optimum sigma (σ) parameter of the Gauss (RBF) kernel function (so the most optimum SVM), a better classification formation has been tried to be achieved. In the context of the study, diabetes data set, which is related to Pima Indians, has been used for evaluating effectiveness of the proposed approach and after six different application processes, it was seen that the approach is well-enough on classification, which means being capable of determining diabetes. There are also some future works regarding the developed CoDOA-SVM based approach. In this context, there will be some more works for improving classification accuracy and also setting different optimization plans on i.e. different parameters of the kernel function. Additionally, it is aimed to evaluate the approach with datasets belonging to different diseases.</p>
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.