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.
28,427
datasets available to search
ShareScore release 0.9.0
Dataset results
28,427 results for “grouping”
Figs 99–102. Pholcus pagbilao Huber, 2011 in The Philippine hair wax spiders and their relatives: revision of the Pholcus bicornutus species group (Araneae, Pholcidae)
Figs 99–102. Pholcus pagbilao Huber, 2011, ZFMK Ar 15515–16. 99. Male gonopore. 100. Male ALS. 101. Epigynum. 102. Female ALS. Scale lines: 99 = 50 µm; 100, 102 = 20 µm; 101 = 200 µm.
Figs 45–49 in The Philippine hair wax spiders and their relatives: revision of the Pholcus bicornutus species group (Araneae, Pholcidae)
Figs 45–49. Pholcus kawit Huber, sp. nov., ZFMK Ar 15505. 45–46. Left male palp, prolateral and retrolateral views (arrow points at ventral cavity of tibia). 47. Male chelicerae, frontal view. 48– 49. Cleared female genitalia, ventral and dorsal views. Scale lines: 45–46 = 1 mm; 47–49 = 0.5 mm.
Figs 40–44 in The Philippine hair wax spiders and their relatives: revision of the Pholcus bicornutus species group (Araneae, Pholcidae)
Figs 40–44. Pholcus mulu Huber, sp. nov., ZFMK Ar 15501–02. 40–41. Left male palp, prolateral and retrolateral views. 42. Male chelicerae, frontal view. 43–44. Cleared female genitalia, ventral and dorsal views. Scale lines: 40–41 = 1 mm; 42–44 = 0.5 mm.
Figs 36–39. Live specimens. 36–37 in The Philippine hair wax spiders and their relatives: revision of the Pholcus bicornutus species group (Araneae, Pholcidae)
Figs 36–39. Live specimens. 36–37. Pholcus mulu Huber, sp. nov., ♁, Gunung Mulu. 38–39. Pholcus kawit Huber, sp. nov., ♁ and ♀, Mt. Matutum.
Figs 24–35 in The Philippine hair wax spiders and their relatives: revision of the Pholcus bicornutus species group (Araneae, Pholcidae)
Figs 24–35. Epigyna, ventral views, and cleared female genitalia, ventral and dorsal view. 24–26. Pholcus olangapo Huber, sp. nov., ZFMK Ar 15498. 27–29. Pholcus mulu Huber, sp. nov., ZFMK Ar 15502. 30–32. Pholcus kawit Huber, sp. nov., ZFMK Ar 15505. 33–35. Pholcus baguio Huber, sp. nov., ZFMK Ar 15508.
Figs 7–11 in The Philippine hair wax spiders and their relatives: revision of the Pholcus bicornutus species group (Araneae, Pholcidae)
Figs 7–11. Pholcus olangapo Huber, sp. nov., ZFMK Ar 15497–98. 7–8. Left male palp, prolateral and retrolateral views (asterisk marks prolatero-dorsal process of procursus). 9. Male chelicerae, frontal view. 10–11. Cleared female genitalia, ventral and dorsal views. Scale lines: 7–8 = 1 mm; 9–11 = 0.5 mm.
Figs 12–15 in The Philippine hair wax spiders and their relatives: revision of the Pholcus bicornutus species group (Araneae, Pholcidae)
Figs 12–15. Pholcus olangapo Huber, sp. nov., ZFMK Ar 15497–98. 12. Male prosoma, frontal view. 13, 15. Male ocular horns with modified and 'glued' or 'waxed' hairs, frontal and lateral views. 14. Female prosoma, frontal view. Scale lines: 12, 14 = 400 µm; 13 = 50 µm; 15 = 60 µm.
Figs 3–6 in The Philippine hair wax spiders and their relatives: revision of the Pholcus bicornutus species group (Araneae, Pholcidae)
Figs 3–6. Live specimens, Pholcus olangapo Huber, sp. nov., Pamulaklakin Forest Trail. 3–4. ♁ and ♀ in their natural habitat. 5–6. ♁ and ♀ photographed on a dead leaf.
Figs 16–23 in The Philippine hair wax spiders and their relatives: revision of the Pholcus bicornutus species group (Araneae, Pholcidae)
Figs 16–23. Pholcus olangapo Huber, sp. nov., ZFMK Ar 15497–98. 16. Right genital bulb, prolateral view. 17. Left tarsus and procursus, dorsal view (asterisk marks prolatero-dorsal process of procursus). 18. Tip of left procursus, dorsal view. 19. Female spinnerets. 20. Male cheliceral apophysis (arrows point at modified hairs). 21. Male ALS. 22. Male gonopore. 23. Epigynum. Scale lines: 16, 23 = 200 µm; 17 = 300 µm; 18 = 100 µm; 19 = 70 µm; 20–21 = 20 µm; 22 = 40 µm.
Discrimination Study_ITD_Group_Raw Data
<p>The updated version of ITD (Interaural Time Difference) group experimental data from <em>Binaural-Cue Reweighting Induced by Discrimination Training</em> have been uploaded, accompanied by a README files that describes the data attributes for PreTraining followed by Assessment (Pre/Posttest) and Training.</p>
Monthly data on caesarean practice using the Ten Group Classification System (2020-2025)
<p>This dataset present summary statistics (numbers of vaginal deliveries and number of caesarean sections according to the Ten groups) that were collected daily from January 2020 to June 2025 in the 32 hospitals participating in the Quali-Dec project. The data were extracted from the hospitals’ birth registers and medical records by a trained health care provider and controlled quarterly by the country data manager. Monthly summary statistics were collected and managed by using REDCap electronic data capture tools hosted at the Karolinska Institute and controlled at a monthly frequency by the principal data manager for pending data and duplicated records. The dataset is composed with 1984 monthly records that have been uploaded to Redcap: 400 from Argentina, 392 from Burkina Faso, 404 from Thailand and 401 from Vietnam. The data collected covered 728,586 deliveries: 392,194 vaginal births and 336,392 caesarean sections.</p>
Indicative distribution map for Ecosystem Functional Group MT1.2 Muddy Shorelines
<p>This archive contains indicative distribution maps and profiles for <strong>MT1.2 Muddy Shorelines</strong>, a ecosystem functional group (EFG, level 3) of the <a href="https://global-ecosystems.org/">IUCN Global Ecosystem Typology</a> (v2.1). Please refer to Keith <em>et al.</em> (2020) and Keith <em>et al.</em> (2022) for details.</p> <p>The descriptive profiles provide brief summaries of key ecological traits and processes, maps are indicative of global distribution patterns, and are not intended to represent fine-scale patterns. The maps show areas of the world containing major (value of 1, coloured red) or minor occurrences (value of 2, coloured yellow) of each ecosystem functional group. Minor occurrences are areas where an ecosystem functional group is scattered in patches within matrices of other ecosystem functional groups or where they occur in substantial areas, but only within a segment of a larger region. Given bounds of resolution and accuracy of source data, the maps should be used to query which EFG are likely to occur within areas, rather than which occur at particular point locations. Detailed methods and references for the maps are included in the profile (xml format).</p>
Indicative distribution map for Ecosystem Functional Group T4.5 Temperate subhumid grasslands
<p>This archive contains indicative distribution maps and profiles for <strong>T4.5 Temperate subhumid grasslands</strong>, a ecosystem functional group (EFG, level 3) of the <a href="https://global-ecosystems.org/">IUCN Global Ecosystem Typology</a> (v2.1). Please refer to Keith <em>et al.</em> (2020) and Keith <em>et al.</em> (2022) for details.</p> <p>The descriptive profiles provide brief summaries of key ecological traits and processes, maps are indicative of global distribution patterns, and are not intended to represent fine-scale patterns. The maps show areas of the world containing major (value of 1, coloured red) or minor occurrences (value of 2, coloured yellow) of each ecosystem functional group. Minor occurrences are areas where an ecosystem functional group is scattered in patches within matrices of other ecosystem functional groups or where they occur in substantial areas, but only within a segment of a larger region. Given bounds of resolution and accuracy of source data, the maps should be used to query which EFG are likely to occur within areas, rather than which occur at particular point locations. Detailed methods and references for the maps are included in the profile (xml format).</p>
Fig. 18. Group 2 in Characterizing Late Pleistocene and Holocene Stone Artefact Assemblages from Puritjarra Rock Shelter: A Long Sequence from the Australian Desert
Fig. 18. Group 2 retouched artefacts from the Holocene levels of Puritjarra rock shelter. All are from units 1a and 1b. Geometric microliths: top row (1–8). Thumbnail scrapers: QR9/3-4, N10/3-1, Z10/2-1, N9/3-11, M9/2-14. Tula adze slugs: M10/1-4, M9/2-3, N5/4-1. (M10/1-4 is the largest tula in this assemblage). Burren adze slug: Z9/9-2. Endscrapers: N6/3-2, Z9/5-2. (Z9/5-2 has usepolish and rounding on the distal end, and fine overhang removal scars along the platform edge).
Figs 1-6 in Description of a new bee species from Spain, Colletes jansmiti KUHLMANN nov.sp., with a key to the females of the C. albomaculatus-group (Hymenoptera: Colletidae)
Figs 1-6: Colletes jansmiti nov.sp. (1) head; (2) metasomal terga T1-T2; C. punctatus MOCSARY (3) head; (4) metasomal terga T1-T2; Colletes alfkeni NOSKIEWICZ (5) head; (6) metasomal terga T1-T2.
Figs 7-10 in Description of a new bee species from Spain, Colletes jansmiti KUHLMANN nov.sp., with a key to the females of the C. albomaculatus-group (Hymenoptera: Colletidae)
Figs 7-10: Colletes jansmiti nov.sp. (7) habitus; (8) pronotum with lateral spines, scutum and scutellum; (9) metasomal terga; C. punctatus MOCSARY (10) metanotum and propodeum in lateral view.
Fig. 1 in Flower-visiting behaviour and habitats of the taxa of the Andrena wollastoni group (Hymenoptera, Anthophila, Micrandrena) on the Canary Islands compared to the Madeira Archipelago *
Fig. 1: (a) Typical crop-field margin with Hirschfeldia incana and Calendula arvensis, both frequently visited by Andrena catula (northern part of Gran Canaria, Zone IIb, 12th March 2018); photo: A. Schwabe. (b) Slope with ruderal vegetation (H. incana, frequently visited by A. g. gomerensis; additionally, Echium plantagineum and Psoralea bituminosa can be seen) with a grazed vegetation complex in the background (La Gomera, Zone IIb, 24th April 2016); photo: A. Schwabe. c: Road margin in the Teno area, with H. incana (frequently visited by A. a. tenoensis; additionally, E. plantagineum and Galactites tomentosus) (Tenerife, Zone IIA, 21st April 2016); photo: A. Schwabe. (d) A. a. tenoensis (female), collecting pollen on H. incana (margin of a small trail in the Teno area) (Tenerife, Zone IIA, 21st April 2016); photo: A. Schwabe.
Fig. 2 in Flower-visiting behaviour and habitats of the taxa of the Andrena wollastoni group (Hymenoptera, Anthophila, Micrandrena) on the Canary Islands compared to the Madeira Archipelago *
Fig. 2: (a) Habitat of the 'Cordillera Dorsal' species Descurainia lemsii, which is frequently visited by A. a. wildpreti (upper pine forest complex with rocky slopes, Zone III). Bottom right (not visited by A. a. wildpreti): Sideritis oroteneriffae ('Cordillera Dorsal' species); foreground: Adenocarpus viscosus (Tenerife, Montaña Ayosa; 22nd May 2019); photo: A. Schwabe. (b) Close-up of flowering and fruiting D. lemsii on a margin of rocky slopes in the Pinus canariensis forest complex (Tenerife, Montaña Ayosa; 26th May 2019); photo: A. Schwabe. (c) A. a. wildpreti (female, body length 7.7 mm); site and date of Fig. 2b; photo: A. Kratochwil. (d) Habitat of A. lineolata, visiting mainly D. bourgaeana (foreground) and Cytisus supranubius (white, background) (Tenerife, below Izaña, Teide area; Zone IV; 21st May 2019); photo: A. Schwabe.
Block-level & block group-level income projections for Washington state under different SSPs from 2020 to 2100
<p>The files "bg_binned_income_proj.csv" and "bk_binned_income_proj.csv" contain income projections in 2015 dollars for Washington state (under census geographic boundary 2020) from 2020 to 2100 at the block group and block level, respectively, based on different Shared Socioeconomic Pathways (SSP2, SSP3, and SSP5). The income projections are represented by the projected number of households for each of the three different income bins.</p><p>In the files, GISJOIN is the unique identifier for each block (or block group) . Each number of households projection is stored in a column, where the first four characters of the column name represent the projection year (e.g., 2020, 2030), the following four characters represent the SSP (e.g., SSP2, SSP3, SSP5), and the remaining characters indicate the income bin (Income1 represents annual household income less than $18,150, Income2 represents annual household income between $18,150 and $48,396, and Income3 represents annual household income greater than $48,396). For example, "2020SSP2Income1" indicates the household number projection for the first income bin in 2020 under SSP2.</p><p>"README.txt" describes the general steps for income data generation.</p>
Fig. 2a-h. A in The Acropora Humilis Group (Scleractinia) Of The Snellius Expedition (1929-30)
Fig. 2a-h. A. humilis: a, complete coral (RMNH Coel.39585), b, branch (RMNH Coel.39591); A. gemmifera: c, complete coral (RMNH Coel.39581), d, branch (RMNH Coel.39578); A. monticulosa: e, complete coral, f, close-up (both RMNH Coel.39599); A. samoensis: g, complete coral (RMNH Coel.39612), h, close-up (RMNH Coel.39622). Scale bars 2 cm (a-c, e, g-h), 1.5 cm for d, f.
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.