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.
5,864
datasets available to search
ShareScore release 0.9.0
Dataset results
5,864 results for “live”
Linked collectors and determiners for: Living plant collection of Meise Botanic Garden.
Natural history specimen data linked to collectors and determiners held within, "Living plant collection of Meise Botanic Garden". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/68c91b9a-2322-4f60-8d58-2c696a73a11c">https://bionomia.net/dataset/68c91b9a-2322-4f60-8d58-2c696a73a11c</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/68c91b9a-2322-4f60-8d58-2c696a73a11c">https://gbif.org/dataset/68c91b9a-2322-4f60-8d58-2c696a73a11c</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Living Prairie Museum Manitoba Herbarium (LPMMBH).
Natural history specimen data linked to collectors and determiners held within, "Living Prairie Museum Manitoba Herbarium (LPMMBH)". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/c425d6ff-a277-4faa-a982-380af9aeee18">https://bionomia.net/dataset/c425d6ff-a277-4faa-a982-380af9aeee18</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/c425d6ff-a277-4faa-a982-380af9aeee18">https://gbif.org/dataset/c425d6ff-a277-4faa-a982-380af9aeee18</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: The species of Uroleucon (Hemiptera: Aphididae) living on Adesmia (Fabaceae) in Argentina, with the description of a new species.
Natural history specimen data linked to collectors and determiners held within, "The species of Uroleucon (Hemiptera: Aphididae) living on Adesmia (Fabaceae) in Argentina, with the description of a new species". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/2d16ed65-ae72-4880-b255-5bd77c201da8">https://bionomia.net/dataset/2d16ed65-ae72-4880-b255-5bd77c201da8</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/2d16ed65-ae72-4880-b255-5bd77c201da8">https://gbif.org/dataset/2d16ed65-ae72-4880-b255-5bd77c201da8</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: One hundred and sixty years of taxonomic confusion resolved: Belonocnema (Hymenoptera: Cynipidae: Cynipini) gall wasps associated with live oaks in the USA.
Natural history specimen data linked to collectors and determiners held within, "One hundred and sixty years of taxonomic confusion resolved: Belonocnema (Hymenoptera: Cynipidae: Cynipini) gall wasps associated with live oaks in the USA". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="https://bionomia.net/dataset/9182a649-923b-4a69-bac0-d41873ded32e">https://bionomia.net/dataset/9182a649-923b-4a69-bac0-d41873ded32e</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/9182a649-923b-4a69-bac0-d41873ded32e">https://gbif.org/dataset/9182a649-923b-4a69-bac0-d41873ded32e</a>. Formatted as a Frictionless Data package.
Biologging reveals repeatable and consistent physiological parameters in free-living turtles.
<p>Associated R code and data sets for analyses related to the "Do turtles have personalities? A new methodology for assessing personality using biologging data" publication. Between-day and between-turtle repeatability can be found in R files 01 and 02. </p>
Live robot dance at the Orebro Feast Concert
<p>A human pianist, a virtual drummer and a dancing robot, all coordinated by AI. This unusual team entertained the audience of the "Festkonsert", an official yearly celebration of Örebro University with the participation of about 250 people. The performance was meant to show the use of AI to orchestrate the collaboration among human and artificial agents in a creative process. The music performed by the pianist was improvised, and an AI system decided the moods, patterns and motions to be performed by the virtual drummer and by the dancing robot.</p> <p>This clip is a recording of the public event.</p> <p><strong>Artists:</strong> Peter Knudsen (human pianist), Pepper (the robot), Oscar Thörn (AI programmer), Alessandro Saffiotti (AI expert)</p>
Figs. 2–13. 2, 3. Live M in A Taxonomic Review of the Trapdoor Spider Genus Myrmekiaphila (Araneae, Mygalomorphae, Cyrtaucheniidae)
Figs. 2–13. 2, 3. Live M. neilyoungi from Santa Rosa Co., Florida. 2. Male specimen. 3. Female specimen. 4–13. Color images of male pedipalps, ventral view (top of frame) and retrolateral view (bottom); 6, 12, 13 show ventral view only. 4. M. foliata, Knox Co. Tennessee (rl5retrolateral ledge). 5. M. comstocki, Travis Co., Texas. 6. M. coreyi, Thomas Co., Georgia. 7. M. fluviatilis, Marshall Co., Alabama (ap5accessory prong, e5embolus). 8. M. jenkinsi, Van Buren Co., Tennessee. 9. M. torreya, Liberty Co., Florida. 10. M. neilyoungi, Tuscaloosa Co., Alabama. 11. M. millerae, Grenada Co., Mississippi. 12. M. howelli, Newton Co., Mississippi (le5ledge). 13. M. minuta, Alachua Co., Florida.
Data set for AYUSH interventions for COVID-19- A Living Systematic Review and Meta-analysis
<p>The COVID-19 pandemic has put a huge strain on governments and medical professionals all across the world.<br> To identify acceptable treatments, many clinical studies from the Indian system of Traditional Medicines [Ayurveda, Yoga and Naturopathy, Unani, Siddha, and Homoeopathy (AYUSH)] have been conducted. Objective of the study is determine the efficiency of the Traditional System of Indian Medicine (AYUSH system) in lowering the incidence, duration, and severity of COVID-19 through a living systematic review and meta-analysis. We will search the following databases e.g; Pubmed; the Cochrane central register of controlled trials (CENTRAL); the Clinical Trials Registry - India (CTRI); Digital Helpline for Ayurveda Research Articles (DHARA): AYUSH research portal; WHO COVID-19 database etc. Clinical improvement, WHO ordinal scale, viral clearance, incidences of COVID-19 infection, and mortality will be considered as primary outcomes. Secondary outcomes will be use of O2 therapy or mechanical ventilator, admission to high dependency unit or emergency unit, duration of hospitalization, the time to symptom resolution, and adverse events. The review will be updated bi-monthly with two updates. It will provide practitioners, guideline developers, and authorities with up-to-date syntheses on interventions on a regular basis to help them make health-care decisions about AYUSH therapies for COVID-19 management. Study is supported by World Health Organization, South East Asia Regional Office, New Delhi, India. Here, we shared the result of our search strategy of our project and data extraction tool developed.</p>
Prisma P Checklist of protocol - AYUSH interventions for COVID-19 - A Living Systematic Review and Meta-analysis
<p>The COVID-19 pandemic has put a huge strain on governments and medical professionals all across the world.<br> To identify acceptable treatments, many clinical studies from the Indian system of Traditional Medicines [Ayurveda, Yoga and Naturopathy, Unani, Siddha, and Homoeopathy (AYUSH)] have been conducted. Objective of the study is determine the efficiency of the Traditional System of Indian Medicine (AYUSH system) in lowering the incidence, duration, and severity of COVID-19 through a living systematic review and meta-analysis. The review will be updated bi-monthly with two updates. It will provide practitioners, guideline developers, and authorities with up-to-date syntheses on interventions on a regular basis to help them make health-care decisions about AYUSH therapies for COVID-19 management. Study is supported by World Health Organization, South East Asia Regional Office, New Delhi, India. Here, we shared the PRISMA-P checklist of our project developed.</p>
Photographs of live individuals from: Pristimantis trachyblepharis species group, a clade of miniaturized frogs: description of four new species and insights into the evolution of body size within the genus
<p>Photographs in jpg format of live individuals examined for morphological comparisons and descriptions. </p> <ul> <li><em>P. albujai</em> (photographs of 28 specimens).</li> <li><em>P. aquilonaris</em> (photographs of 12 specimens).</li> <li><em>P. nanus</em> sp. nov. (photographs of 7 specimens).</li> <li><em>P. pramukae </em>sp. nov. (photographs of 36 specimens).</li> <li><em>P. trachyblepharis</em> (photographs of 26 specimens).</li> <li><em>P. ujucami</em> sp. nov. (photographs of 27 specimens).</li> <li><em>P. ventristellatus</em> sp. nov. (photographs of 26 specimens).</li> </ul> <p>Available photographs of several Unconfirmed Candidate Species (UCS) are also provided.</p>
Fig. 8 in Neanthes goodayi sp. nov. (Annelida, Nereididae), a remarkable new annelid species living inside deep-sea polymetallic nodules
Fig. 8. Neanthes goodayi sp. nov., live specimens, in situ images. A. Paratype (NHM_2026), burrowing within nodule crevice. B. Detail of paratype (NHM_2026), in burrow. C. Paratype (NHM_512), burrowing within a foraminiferan growing on nodule. D–E. Detail of paratype (NHM_512), in burrow. F. Detail of paratype (NHM_1624), burrowing within a mudball encrusting the nodule surface. G–H. Details of paratype (NHM_1624), in burrow. Scale bars: 1 cm.
Fig. 6 in Neanthes goodayi sp. nov. (Annelida, Nereididae), a remarkable new annelid species living inside deep-sea polymetallic nodules
Fig. 6. Neanthes goodayi sp. nov., epitoke paratype (NHM_1783), preserved specimen. A. Entire specimen, dorsal view. B. Extruded pharynx, dorsal view (left), ventral view (right). C. Detail of prenatatory parapodium 4, with modified dorsal and ventral cirri, posterior view. D. Detail of modified natatory swimming parapodium, chaetiger 31, posterior view. E. Detail of papillated dorsal cirrus, chaetiger 31, posterior view. F. Modified swimming spinigers, subacicular neurocheatal fascicle, chaetiger 32. Abbreviations: DC = dorsal cirrus; VC = ventral cirrus. Lobe at base of dorsal cirrus in D and E outlined with a fine white or black line. Parapodium in C dissected from left side of specimen; parapodium in D dissected from right side of specimen, with images D and E laterally inverted to follow direction of other plates. Scale bars: A = 1 mm; B = 500 µm; C–D = 200 µm; E = 100 µm; F = 50 µm.
Fig. 5 in Neanthes goodayi sp. nov. (Annelida, Nereididae), a remarkable new annelid species living inside deep-sea polymetallic nodules
Fig. 5. Neanthes goodayi sp. nov., juvenile specimens. A. Paratype (1254), entire specimen, dorsal view. B. Paratype (NHM_171) dorsal anterior view. C. Paratype (NHM_127) entire specimen, dorsal view. D. Paratype (NHM_127), close up of dorsal anterior, arrows mark position of anterior eye pair. Scale bars: A, C = 1 mm; B = 500 µm; D = 100 µm.
Fig. 4 in Neanthes goodayi sp. nov. (Annelida, Nereididae), a remarkable new annelid species living inside deep-sea polymetallic nodules
Fig. 4. Neanthes goodayi sp. nov., paratypes. A. Paratype (NHM_1624), preserved specimen; dorsal anterior view, live image (left); lateral anterior view, preserved specimen (right). B. Paratype (NHM_755); dorsal anterior view, live image (left), preserved specimen (right); arrows marking pigmentation. C. Paratype (NHM_238), dorsal anterior view, arrows mark pigmentation. D. Paratype (NHM_512), dorsal anterior view, arrows mark pigmentation. Scale bars = 1 mm.
Fig. 2 in Neanthes goodayi sp. nov. (Annelida, Nereididae), a remarkable new annelid species living inside deep-sea polymetallic nodules
Fig. 2. Neanthes goodayi sp. nov., holotype (NHM_739). A. Live image, entire specimen. B. Preserved entire specimen, dorsal view (left), ventral view (right). C. Live image, anterior view, arrows mark pigmentation. D. Preserved specimen, anterior view, arrows mark pigmentation. E. Dissected pharynx, with pharyngeal areas I, II, III, IV, VI, VII–VIII highlighted. Scale bars: B = 1 mm; D = 500 µm; E = 250 µm.
Fig. 3 in Neanthes goodayi sp. nov. (Annelida, Nereididae), a remarkable new annelid species living inside deep-sea polymetallic nodules
Fig. 3. Neanthes goodayi sp. nov., holotype (NHM_739). A. Chaetiger 1, posterior view. B. Chaetiger 3, posterior view. C. Chaetiger 6, posterior view. D. Chaetiger 20, posterior view. E. Chaetiger 29, posterior view. F. Chaetiger 29, posterior view, detail of neuracicular postchaetal lobe. G. Chaetiger 40, posterior view. H. Chaetiger 46, posterior view. I. Notochaetae, detail of homogomph spinigers, chaetiger 20. J. Supraciular neurochaetae, detail of homogomph spiniger, chaetiger 3. K. Supracicular neurochaetae, detail of heterogomph falciger, chaetiger 10. L. Subacicular neurochaetae, detail of homogomph spiniger (left) and homogomph falciger (right), chaetiger 20. M. Subacicular neurochaetae, detail of heterogomph falcigers, chaetiger 20. Abbreviations: PtL = postchaetal lobe; VC = ventral cirrus. Postchaetal lobe in A–D, F outlined with a fine white line. Parapodia in C, E–H dissected from left side of specimen; parapodia in A–B, D dissected from right side of specimen, with images laterally inverted follow direction of other plates. Scale bars: A–E, G–H = 200 µm; F, I–M = 50 µm.
Fig. 1 in Neanthes goodayi sp. nov. (Annelida, Nereididae), a remarkable new annelid species living inside deep-sea polymetallic nodules
Fig. 1. Sampling sites, showing occurrences of Neanthes goodayi sp. nov. A. UK-1 Stratum-A study area within the UK Seabed Resources UK-1 exploration contract area. B. UK-1 Stratum-B study area within the UK Seabed Resources UK-1 exploration contract area. C. OMS Stratum-A study area, in the Ocean Mineral Singapore (OMS) polymetallic nodule exploration contract area. D. Area of Particular Environmental Interest APEI-6. Inset map showing location of Clarion-Clipperton Fracture Zone in the Central Eastern Pacific. Bathymetric survey data and sampling localities from the AB01 2013 RV Melville survey cruise (MV1313) and AB02 2015 RV Thomas G. Thompson survey cruise (TN319); data courtesy of Craig R. Smith (University of Hawaii), UK Seabed Resources Ltd. and Seafloor Investigations, LLC.
FIG. 1. — Parvamussium orbiculatum n in New species and new records of bathyal living Pectinoidea (Bivalvia: Propeamussiidae: Pectinidae) from the Southwest Pacific
FIG. 1. — Parvamussium orbiculatum n. sp.: A, B, E, F, holotype MNHN 25749; A, external view of the left valve; B, external view of the right valve; E, detail of the commarginal striae of the external side of the right valve; F, idem, detail inter striae; C, D, G, H, paratype MNHN 25750; C, internal view of the left valve; D, internal view of the right valve; G, Prodissoconch of the right valve; H, prodissoconch of the left valve. Scale bars: A-D, 1 mm; E, 100 µm; F, 20 µm; G, H, 50 µm.
FIG. 3 in New species and new records of bathyal living Pectinoidea (Bivalvia: Propeamussiidae: Pectinidae) from the Southwest Pacific
FIG. 3. — Juxtamusium sp.: A-D, pair valve; A, external view of the left valve; B, external view of the right valve; C, internal view of the left valve; D, internal view of the right valve. Scale bar: 1 cm.
FIG. 2. — Parvamussium perspicuum n in New species and new records of bathyal living Pectinoidea (Bivalvia: Propeamussiidae: Pectinidae) from the Southwest Pacific
FIG. 2. — Parvamussium perspicuum n. sp.: A, B, E, F, holotype MNHN 25747; A, external view of the left valve; B, external view of the right valve; E, detail of the commarginal striae of the external side of the right valve; F, idem, detail inter striae; C, D, G, H, paratype MNHN 25748; C, internal view of the left valve; D, internal view of the right valve; G, Prodissoconch of the right valve; H, prodissoconch of the left valve. Scale bars: A-D, 1 mm; E, 100 µm; F, 20 µm; G, H, 50 µm.
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.