Skip to main content
Powered by ShareScore

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.

28,952

datasets available to search

ShareScore release 0.7.1

Reset

Dataset results

28,952 results for “Distributed”

Learn how ShareScore rates datasets ↗
zenodo40/100

IVMOOC 2017 - GloBI Data for Interactive Tableau Map of Spatial and Temporal Distribution of Interactions

<p>Global Biotic Interactions (GloBI, www.globalbioticinteractions.org) provides an infrastructure and data service that aggregates and archives known biotic interaction databases to provide easy access to species interaction data. This project explores the coverage of GloBI data against known taxonomic catalogues in order to <em>identify ‘gaps’ in knowledge of species interactions</em>. We examine the richness of GloBI’s datasets using itself as a frame of reference for comparison and explore interaction networks according to geographic regions over time. The resulting analysis and visualizations intend to provide insights that may help to enhance GloBI as a resource for research and education.</p> <p>Spatial and temporal biotic interactions data were used in the construction of an interactive Tableau map. The raw data (IVMOOC 2017 GloBI <em>Kingdom</em> Data Extracted 2017 04 17.csv) was extracted from the project-specific SQL database server. The raw data was clean and preprocessed (IVMOOC 2017 GloBI Cleaned Tableau Data.csv) for use in the Tableau map. Data cleaning and preprocessing steps are detailed in the companion paper.</p> <p>The <strong>interactive Tableau map</strong> can be found here: https://public.tableau.com/profile/publish/IVMOOC2017-GloBISpatialDistributionofInteractions/InteractionsMapTimeSeries#!/publish-confirm</p> <p>The<strong> companion paper</strong> can be found here: doi.org/10.5281/zenodo.814979</p> <p><strong>Complementary high resolution visualizations </strong>can be found here: doi.org/10.5281/zenodo.814922</p> <p><strong>Project-specific data </strong>can be found here: doi.org/10.5281/zenodo.804103 (SQL server database)</p>

opencc-by-4.0Jun 2017View details →
zenodo40/100

Code and supplementary plots for "Flexible distributed lag models for count data using mgcv"

<p>R code and supplementary plots accompanying the paper: "Flexible distributed lag models for count&nbsp;data using mgcv".</p>

opencc-by-4.0May 2024View details →
zenodo40/100

Repository of posterior distributions from Bayesian benchmark dose analysis

<p>This repository contains posterior distributions for all model parameters obtained from analysis of continuous dose-response studies.</p>

opencc-by-4.0Sep 2024View details →
zenodo40/100

FIG. 3 in Distribution and threat status of the liverwort Mannia triandra (Scop.) Grolle (Aytoniaceae, Marchantiophyta) in Montenegro

FIG. 3. — Distribution map of Mannia triandra (Scop.) Grolle in Montenegro. Orange dots are literature data (1965-2019), and black rings are new field data (2016-2022) given in the text.

opencc-zeroOct 2023View details →
zenodo40/100

FIG. 2 in Distribution and threat status of the liverwort Mannia triandra (Scop.) Grolle (Aytoniaceae, Marchantiophyta) in Montenegro

FIG. 2. — Microhabitat of Mannia triandra (Scop.) Grolle in a west exposed limestone rock crevice in Tuzy municipally (red arrow).

opencc-zeroOct 2023View details →
zenodo40/100

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>

opencc-by-4.0Nov 2023View details →
zenodo40/100

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>

opencc-by-4.0Nov 2023View details →
zenodo40/100

Figure 9. a–h, Phryganoporus melanopygus n in The Taxonomy and Distribution of the Spider Genus Phryganoporus Simon (Araneae: Amaurobioidea: Desidae)

Figure 9. a–h, Phryganoporus melanopygus n.sp. a–g, Windy Corner, WA. a–c, male palp: a, ventral; b, retrolateral;

opencc-by-4.0Oct 2002View details →
zenodo40/100

Figure 8. a–i, Phryganoporus nigrinus. a–d in The Taxonomy and Distribution of the Spider Genus Phryganoporus Simon (Araneae: Amaurobioidea: Desidae)

Figure 8. a–i, Phryganoporus nigrinus. a–d, Mungindi, Qld, female: a, body, dorsal; b, abdomen, ventral; c, epigynum; d, internal genitalia. e, Kathleen Springs, N.T.: male palp, ventral. f–i, Great Victoria Desert, SA, female: f, internal genitalia; g, epi gynum; h, body, ventral; i, body, dorsal. Scale lines: a,b,h,i: 1 mm; others 0.5 mm.

opencc-by-4.0Oct 2002View details →
zenodo40/100

Figure 6. a–h, Phryganoporus davidleei n in The Taxonomy and Distribution of the Spider Genus Phryganoporus Simon (Araneae: Amaurobioidea: Desidae)

Figure 6. a–h, Phryganoporus davidleei n.sp. a,b,g,h, females. a,g, Roaches Rest, WA: a, body, dorsal, g, internal genitalia. b,h, Bunyeroo Gorge, SA: b, body, ventral; h, epigynum. c–f, Pinkawillinie, SA, male: c, body, dorsal; d–f, palp, d, ventral, e, pro lateral, f, retrolateral. Scale lines: a–c: 1 mm; others 0.5 mm.

opencc-by-4.0Oct 2002View details →
zenodo40/100

Figure 5. a–i, Phryganoporus candidus. a–c in The Taxonomy and Distribution of the Spider Genus Phryganoporus Simon (Araneae: Amaurobioidea: Desidae)

Figure 5. a–i, Phryganoporus candidus. a–c, Townsville, Qld, female: a, body, dorsal; b, body, ventral; c, epigynum. d,e, Grenfell, NSW, male palp: d, ventral; e, prolateral. f, Mellin Jerrie Well, WA, female: internal genitalia. g–i, Black Mountain, ACT: g, male palp, retrolateral tibia &amp; patella; h,i, female: h, epigynum; i, internal genitalia. j–l, Phryganoporus vandiemeni, Wilson's Promontory, Vic.: j,k, female: j, epigynum; k, internal genitalia. l, male palp, retrolateral. Scale lines: a, b: 1 mm; others 0.5 mm.

opencc-by-4.0Oct 2002View details →
zenodo40/100

Figure 3. a–d in The Taxonomy and Distribution of the Spider Genus Phryganoporus Simon (Araneae: Amaurobioidea: Desidae)

Figure 3. a–d, spiders and webs. a,b, Phryganoporus candidus: a, communal web; b, female. c, Phryganoporus nigrinus: female on solitary web with horn-shaped retreat. d, Phryganoporus melanopygus: female (note partial loss of white setae on carapace).

opencc-by-4.0Oct 2002View details →
zenodo40/100

Figure 2. a–j in The Taxonomy and Distribution of the Spider Genus Phryganoporus Simon (Araneae: Amaurobioidea: Desidae)

Figure 2. a–j, spinnerets (female). a–f, Phryganoporus candidus: a, spinneret field; b, ALS; c, PMS; d, PLS; e, modified PLS and paracribellar spigots; f, cribellum. g–j, Phryganoporus nigrinus: g, spinneret field; h, PMS; i, modified PLS and paracribellar spigots; j, cribellum.

opencc-by-4.0Oct 2002View details →
zenodo40/100

FIGURE 8 in ISABELA CARVALHO BRCKO, MARINUS STEVEN HOOGMOED & SELVINO NECKEL- OLIVEIRA (2013) Taxonomy and distribution of the salamander genus Bolitoglossa Duméril, Bibron & Duméril, 1854 (Amphibia, Caudata, Plethodontidae) in Brazilian Amazonia. Zootaxa, 3686 (4), 401-431.

FIGURE 8. Distribution map of Bolitoglossa paraensis and Bolitoglossa tapajonica sp. nov. Type-localities: B. paraensis (Santa Isabel do Pará, black cross), B. tapajonica sp. nov. (Juruti, black triangle). Other localities: B. paraensis (open crosses: 1 Primavera, 2 Bragança, 3 Ilha de Mosqueiro, 4 Santa Bárbara do Pará, 5 Benevides, 6 Belém, 7 Ourém, 8 Barcarena, 9 Mojú, 10 Tailândia); B. tapajonica sp. nov. (open triangles: 11 Juruti localities, 12 Vitória do Xingú, 13 Itaituba localities. Specimen from Serra do Tumucumaque, Amapá indicated with asterisk. Specimens from Canindé, Pará indicated with circle with cross inside.

opencc-by-4.0Dec 2013View details →
zenodo40/100

Fig. 7 in Species Composition And Distribution Of The Dominant Flyingfishes (Exocoetidae) Associated With The Kuroshio Current, South China Sea

Fig. 7. Monthly median (square dot) with 25 th and 75th quartiles (vertical line) for (a) flyingfishes catch proportion (proportion of catch, adjusted by number of trips in the month, to the overall catches of the sampling year), (b) SST (°C), (c) tide level (cm), and (d) tidal range (cm). Tidal range in the plot is the difference of tide level within one hour. Dashed lines indicate roughly the area with high catch

opencc-by-4.0Aug 2012View details →
zenodo40/100

Fig. 5 in Species Composition And Distribution Of The Dominant Flyingfishes (Exocoetidae) Associated With The Kuroshio Current, South China Sea

Fig. 5. Monthly flyingfish densities by (a) vertical catch layer (upper: Fig. 4. Flyingfish compositions of the six dominant species by 0–1.2 m, middle: 1.2–2.4 m, and bottom: 2.4–3.6 m), and (b) mesh sampling area, collected by in-port sampling and at-sea survey size of net (5.6 cm, 4 cm, and 2.8 cm for large, medium, and small

opencc-by-4.0Aug 2012View details →
zenodo40/100

Fig. 3 in Distribution Of Small Cetaceans In The Nearshore Waters Of Sarawak, East Malaysia

Fig. 3. Box and whisker plots showing the minimum and maximum values, median and upper and lower quartiles of the values for depth (a), distance to shore (b), and distance to nearest river mouth (c) for on-effort sightings of Irrawaddy dolphins (n=35), finless porpoises (n=24) and bottlenose dolphins (n=3).

opencc-by-4.0Feb 2011View details →
zenodo40/100

Fig. 4 in Distribution Of Small Cetaceans In The Nearshore Waters Of Sarawak, East Malaysia

Fig. 4. (a) Kuching and (b) Similajau survey areas with 2k m × 2 km grid cells shaded according to encounter rate (number of sightings/distance searched in each grid cell). Only grid cells with dolphin sightings are shaded – others are left blank to better display underlying survey effort.

opencc-by-4.0Feb 2011View details →
dryad40/100

Guanaco distribution modeling in the last 2500 years in Northwest Patagonia

<p><span><em><strong>Context:</strong></em> </span><span>The guanaco is one of the four species of South American camels, and is the largest native mammal inhabiting arid and semi-arid environments in South America. Although guanaco was abundant and widely distributed in the past, currently its density and distribution range are substantially reduced, inhabiting mainly in Argentine Patagonia in small isolated groups. The decline in guanaco populations is most likely related to the Anthropocene defaunation process that is affecting large mammals in developing countries worldwide, but the extent and causes of these changes are not well understood.</span></p> <p><em><strong><span>Aims:</span></strong></em><span> Explore both the changes in the distribution of guanaco populations in Northwest Patagonia and the environmental and anthropic factors that shaped the distribution patterns, employing a long-term perspective spanning from the end of the Late Holocene to present times (i.e., last 2500 years).</span></p> <p><em><strong><span>Methods:</span></strong></em> <span>We combine archaeological information, ethnohistorical records and current observations and apply Species Distribution Models using bioclimatic and anthropic factors as explanatory variables. </span></p> <p><em><strong><span>Key results:</span></strong></em> <span>Guanaco spatial distribution in Northwest Patagonia changed significantly throughout time. This change consisted in the displacement of the species towards the east of the region and its disappearance from northwest Neuquén and southwest Mendoza in the last 30 years. In particular, the high-density urban settlements and roads, and secondly, competition with ovicaprine livestock (goats and sheep) for forage are the main factors explaining the change in guanaco distribution.</span></p> <p><strong><em><span>Conclusions:</span></em></strong><span> Guanaco and human populations co-existed in the same areas during the Late Holocene and historic times, but during the 20th century the modern anthropic impact generated a spatial dissociation between both species, pushing guanaco populations to drier and unproductive areas that were previously peripheral in its distribution.</span></p> <p><span><strong><em>Implications:</em></strong> </span><span> As with many other large mammal species in developing countries, Northwest Patagonia guanaco populations are undergoing significant changes in their range due to modern anthropic activities. Considering that these events are directly related to population declines and extirpations, together with the striking low density recorded for Northwest Patagonia guanaco populations, urgent management actions are needed to mitigate current human impacts.</span></p>

opencc-zeroNov 2023View details →
zenodo40/100

Figure 6 in Integrated morphological, CO1 and distributional analysis confirms many species in the Iridomyrmex anceps (Roger) complex of ants

Figure 6. Variation in gastric pubescence among selected species of the Iridomyrmex anceps complex. A. Sp. B (specimen RHYIR 070), dorsal view. B. Sp. K (specimen RHYIR 076), dorsal view. C. Sp. M (specimen IRIDO 249), lateral view. D. Sp. N (specimen RHYIR 095), lateral view. E. Sp. O (specimen IRIDO 251-16), dorsal view. F. Sp. P (specimen IRIDO 250-16), dorsal view. Scale bars = 0.1 mm.

opencc-by-4.0Dec 2020View details →

ScienceDex guides

Understand access before you commit

These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

Compare curated 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.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

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.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

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.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

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.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

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.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record