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.
4,404
datasets available to search
ShareScore release 0.9.0
Dataset results
4,404 results for “digits”
Distribution. WC core and SE peninsula of Sulawesi, including Mt Kanino, Mt Nokilalaki, Mt Lehio, Rano Rano, and Mamasa regions, Quarles Range, Mt Rantemario, and Mt Latimojong. Descriptive notes. er 155-242 mm, tail 138-190 mm, ear 23-29 mm, hind-foot 28-45 mm; weight 95-170 g. The Montane Hill Rat is the largest member of the B. fratrorum species group, with broad head, long rostrum, and robust body. Pelage is moderately long, soft, and lustrous, with shortish blackish guard hairs mixed throughout. Dorsum is brownish gray, speckled with buff that is a mix of dark gray underfur and overhairs with brown tips and buffy bands, being dark gray for the most part. Sides are paler grayish brown and fade into ventral pelage. Sides of muzzle are white. Venter is grayish white or dark grayish white, although some are grayish buff, with gray hairs and unpigmented tips or unpigmented altogether, respectively. Juveniles are duller and darker, with more grayish white underparts. Feet are long and slender, with white digits. Ears are large, covered in short unpigmented hair, rubbery, and gray and brown hues. Tail is 88-102% of head-body length and mainly bicolored, brownish gray to blackish gray dorsally and glossy white ventrally, with white tip most of the time. Scrotum is gray. Skull is large, with long and wide rostrum and narrow zygomatic plate. Fleas (e.g. Sigmactenus, Stivalius, Musserella, and Dasypsyllus), ticks (Rhipicephalus) pseudoscorpions (Magachernes and Chiridiochernes), and nematodes (Bunomystrongylus and Sibulura) have been recorded from the Montane Hill Rat. There are two pairs of inguinal mammae. Chromosomal complement is 2n = 42, FN = 60 (females) or FN = 61 (males). in Muridae
Distribution. WC core and SE peninsula of Sulawesi, including Mt Kanino, Mt Nokilalaki, Mt Lehio, Rano Rano, and Mamasa regions, Quarles Range, Mt Rantemario, and Mt Latimojong. Descriptive notes. er 155-242 mm, tail 138-190 mm, ear 23-29 mm, hind-foot 28-45 mm; weight 95-170 g. The Montane Hill Rat is the largest member of the B. fratrorum species group, with broad head, long rostrum, and robust body. Pelage is moderately long, soft, and lustrous, with shortish blackish guard hairs mixed throughout. Dorsum is brownish gray, speckled with buff that is a mix of dark gray underfur and overhairs with brown tips and buffy bands, being dark gray for the most part. Sides are paler grayish brown and fade into ventral pelage. Sides of muzzle are white. Venter is grayish white or dark grayish white, although some are grayish buff, with gray hairs and unpigmented tips or unpigmented altogether, respectively. Juveniles are duller and darker, with more grayish white underparts. Feet are long and slender, with white digits. Ears are large, covered in short unpigmented hair, rubbery, and gray and brown hues. Tail is 88-102% of head-body length and mainly bicolored, brownish gray to blackish gray dorsally and glossy white ventrally, with white tip most of the time. Scrotum is gray. Skull is large, with long and wide rostrum and narrow zygomatic plate. Fleas (e.g. Sigmactenus, Stivalius, Musserella, and Dasypsyllus), ticks (Rhipicephalus) pseudoscorpions (Magachernes and Chiridiochernes), and nematodes (Bunomystrongylus and Sibulura) have been recorded from the Montane Hill Rat. There are two pairs of inguinal mammae. Chromosomal complement is 2n = 42, FN = 60 (females) or FN = 61 (males).
Distribution. Endemic to the Gotel Mts, SE Nigeria. Descriptive notes. Head-body 108-137 mm, tail 149-174 mm, ear 19-21 mm, hindfoot 26-28 mm; weight 34-60 g. Fur of the Gotel Mountain Soft-furred Mouse is dark brown to grayish black above, without russet tinge of Hartwig's Soft-furred Mouse (P. hartwigi), slightly paler on flanks, and whitish gray below. Dorsum and venter are separated by think pale reddish brown line. Tail is very long (c.140% of head-body length). Forefeet and hindfeet are pale. Forefeet have four functional digits; first digit is reduced to small tubercle with very small claw. Hindfeet have five clawed digits. Females have three pairs of nipples. in Muridae
Distribution. Endemic to the Gotel Mts, SE Nigeria. Descriptive notes. Head-body 108-137 mm, tail 149-174 mm, ear 19-21 mm, hindfoot 26-28 mm; weight 34-60 g. Fur of the Gotel Mountain Soft-furred Mouse is dark brown to grayish black above, without russet tinge of Hartwig's Soft-furred Mouse (P. hartwigi), slightly paler on flanks, and whitish gray below. Dorsum and venter are separated by think pale reddish brown line. Tail is very long (c.140% of head-body length). Forefeet and hindfeet are pale. Forefeet have four functional digits; first digit is reduced to small tubercle with very small claw. Hindfeet have five clawed digits. Females have three pairs of nipples.
Distribution. Known only from Mt Kenya, C Kenya. Descriptive notes. Head-body 100130 mm, tail 142-177 mm, ear 15-21 mm, hindfoot 22-28 mm; weight 30-59 g. The Mount Kenya Thicket Rat's fur is olive gray above, becoming brighter orange brown on rump, with sharply demarcated white belly tinted with pink. Tail is very long (152% of head-body length), semi-prehensile, and tufted. Feet are buff, with four digits on forefoot and five on relatively short hindfoot, fifth digit longer and semi-opposable. Habitat. Little is known, but presumably similar to that of the East African Thicket Rat (G. beanus). in Muridae
Distribution. Known only from Mt Kenya, C Kenya. Descriptive notes. Head-body 100130 mm, tail 142-177 mm, ear 15-21 mm, hindfoot 22-28 mm; weight 30-59 g. The Mount Kenya Thicket Rat's fur is olive gray above, becoming brighter orange brown on rump, with sharply demarcated white belly tinted with pink. Tail is very long (152% of head-body length), semi-prehensile, and tufted. Feet are buff, with four digits on forefoot and five on relatively short hindfoot, fifth digit longer and semi-opposable. Habitat. Little is known, but presumably similar to that of the East African Thicket Rat (G. beanus).
Although previously treated as a subspecies of G. dolichurus, G.dryas was later recognized as a good species. Monotypic. Distribution. Restricted to elevations above 1000 m within the Albertine Rift Mts. Descriptive notes. Head-body 100-130 mm, tail 142-177 mm, car 15-21 mm, hindfoot 22-28 mm; weight 30-59 g. Fur of the Albertine Rift Thicket Rat is tawny brown above, becoming brighter orange brown on rump, with sharply demarcated pure white belly bordered by thin orange line. Tail is very long (160% of head-body length), semi-prehensile, tufted, and dark brown. Feet are pale buff, with four digits on forefoot and five on relatively short hindfoot, fifth digit longer and semi-opposable. Females have 0+2 = 2 pairs of nipples. in Muridae
Although previously treated as a subspecies of G. dolichurus, G.dryas was later recognized as a good species. Monotypic. Distribution. Restricted to elevations above 1000 m within the Albertine Rift Mts. Descriptive notes. Head-body 100-130 mm, tail 142-177 mm, car 15-21 mm, hindfoot 22-28 mm; weight 30-59 g. Fur of the Albertine Rift Thicket Rat is tawny brown above, becoming brighter orange brown on rump, with sharply demarcated pure white belly bordered by thin orange line. Tail is very long (160% of head-body length), semi-prehensile, tufted, and dark brown. Feet are pale buff, with four digits on forefoot and five on relatively short hindfoot, fifth digit longer and semi-opposable. Females have 0+2 = 2 pairs of nipples.
Distribution. Known only from type locality on S coast of Seram I, Indonesia. Descriptive notes. Head-body 123 mm, tail 128 mm, ear 14-6 mm, hindfoot 26-2 mm; weight 65 g (all mensural data are from holotype). Pavel's Seram Mosaic-tailed Rat is very small-bodied, with dorsal pelage soft and brightly colored rufescent reddish brown, hairs with graybases, and venter contrastingly pure white; tail is slightly longer than head-body length, all black in color, tail scales raised, one hair per scale, scale hairs very short. Upper surfaces of feet are dark gray; hindfeet broad, with first digit long. Cranium is relatively narrow, with nasal profile flat; teeth very small. Single known specimen (the holotype), a pregnant female, has four mammae. in Muridae
Distribution. Known only from type locality on S coast of Seram I, Indonesia. Descriptive notes. Head-body 123 mm, tail 128 mm, ear 14-6 mm, hindfoot 26-2 mm; weight 65 g (all mensural data are from holotype). Pavel's Seram Mosaic-tailed Rat is very small-bodied, with dorsal pelage soft and brightly colored rufescent reddish brown, hairs with graybases, and venter contrastingly pure white; tail is slightly longer than head-body length, all black in color, tail scales raised, one hair per scale, scale hairs very short. Upper surfaces of feet are dark gray; hindfeet broad, with first digit long. Cranium is relatively narrow, with nasal profile flat; teeth very small. Single known specimen (the holotype), a pregnant female, has four mammae.
Soil Survey of Scotland Staff (1970-1987). Soil maps of Scotland (partial coverage). Digital phase 10 release.
<p>This is the digital dataset which was created by digitising the Soils of Scotland 1:25,000 Soil maps and the Soils of Scotland 1:25,000 Dyeline Masters. The Soils of Scotland 1:25,000 Soil maps were the source documents for the production of the Soils of Scotland 1:63,360 and 1:50,000 published map series. Where no 1:25,000 published maps exist 1:63,360 maps have been digitised for this data set, the field SOURCE_MAP describes the source of the data. The mapping is based on Soil Associations, Soil Series and Phases which reflect parent material, major soil group, and soil sub-groups, drainage and (for soil phases), texture, stoniness, land use, rockiness, topography and organic matter. Phases are not always mapped. In general terms this dataset primarily covers the cultivated land of Scotland but also includes some upland areas. This data set is undergoing a phased revision, the latest (phase 8) was released in August 2021. The digitising of the recently added data was funded by the Rural & Environment Science & Analytical Services Division of the Scottish Government. The data can also be downloaded from or viewed at <a href="https://www.hutton.ac.uk/learning/natural-resource-datasets/soilshutton/soils-maps-scotland/download"><span><span> </span>https://www.hutton.ac.uk/soil-maps/ </span></a>or viewed at <a href="https://map.environment.gov.scot/Soil_maps/?layer=2">Scotland's Soils - soil maps (environment.gov.scot). </a> This map should be cited as: 'Soil Survey of Scotland Staff (1970-1987). Soil maps of Scotland (partial coverage). Digital phase 10 release. James Hutton Institute, Aberdeen. DOI 10.5281/zenodo.6908156 .</p>
Updated January 2022 Data Compiled by Auer, Cornelli, and Frost in "Rise of the central bank digital currencies: drivers, approaches and technologies" (2020) and added to by Bowen
<p>Auer, Cornelli and Frost pulled all of the data together and sorted and analyzed it for their paper "Rise of the central bank digital currencies: drivers, approaches and technologies" (2020). Bowen added the tabs "All Country Data," "Developed Country Data," and "Averaged Data for Speeches" for her own dissertation.</p>
Central Bank Digital Speech Analysis for Measuring Monetary Sovereignty Concern for France, Japan, the UK, and the EMU
<p>This dataset was compiled to measure central banks' shifts in monetary sovereignty concern. The scores received by each speech range from -1 to +1, with -1 being shrinking concern for monetary sovereignty and +1 being growing concern. 0 is neutral. The dataset runs from December 2018 to mid-January 2020 and was used in a study to determine correlation between changes in monetary sovereignty and retail CBDC programs amongst France, the UK, and Japan. </p>
Digital Economy, COVID-19 and Employment - Data and Commands
<p> The compressed file contains the data and commands for the paper. The data file named SampleData.dta contains the data set. The command file named Command.do contains all the execution commands. Please note that the commands interact with the data set.</p>
FIGURE. Disc ovary in a taxon of Callilepis with imbricate involucral bracts. A. Digital image of the disc ovary of C. normae (Koekemoer 4573, PRE) showing the entire surface twin hairy. B. Scanning electron micrograph of the surface of the disc ovary of C. normae (Koekemoer 4573, PRE) showing the twin hairs on the surface. in A taxonomic revision of the genus Callilepis (Asteraceae) in South Africa
FIGURE. Disc ovary in a taxon of Callilepis with imbricate involucral bracts. A. Digital image of the disc ovary of C. normae (Koekemoer 4573, PRE) showing the entire surface twin hairy. B. Scanning electron micrograph of the surface of the disc ovary of C. normae (Koekemoer 4573, PRE) showing the twin hairs on the surface.
FIGURE. Disc cypselae and pappus in Callilepis taxa. A. Scanning electron micrograph of the laterally compressed disc cypsela of C. laureola var. laureola with one long and one short awn (Bester 13813, PRE). B. Digital image of the inner ray floret of C. leptophylla with laterally compressed ovary, one long awn and one short awn (Van Vuuren 1307, PRE). C. and D. Scanning electron micrographs of the disc cypselae of C. lancifolia: C, with one pappus awn and scales and D, no pappus awns, only scales (Koekemoer 5555, PRE). in A taxonomic revision of the genus Callilepis (Asteraceae) in South Africa
FIGURE. Disc cypselae and pappus in Callilepis taxa. A. Scanning electron micrograph of the laterally compressed disc cypsela of C. laureola var. laureola with one long and one short awn (Bester 13813, PRE). B. Digital image of the inner ray floret of C. leptophylla with laterally compressed ovary, one long awn and one short awn (Van Vuuren 1307, PRE). C. and D. Scanning electron micrographs of the disc cypselae of C. lancifolia: C, with one pappus awn and scales and D, no pappus awns, only scales (Koekemoer 5555, PRE).
FIGURE. The receptacle and paleae in the genus Callilepis. A. Digital image of the conical receptacle in the solitary capitulum of C. lancifolia (Galpin 12433, PRE). B. Digital image of the conical receptacle in the capitulum from the corymbose synflorescence in C. normae (Theron 3568, PRE). C. Digital image of the palea clasping the disc ovary of C. leptophylla (Hobson 1970, PRE). D. Digital image of the palea enveloping the disc ovary of C normae (Koekemoer 4573, PRE). Arrows in C and D indicate the centre of the capitulum. in A taxonomic revision of the genus Callilepis (Asteraceae) in South Africa
FIGURE. The receptacle and paleae in the genus Callilepis. A. Digital image of the conical receptacle in the solitary capitulum of C. lancifolia (Galpin 12433, PRE). B. Digital image of the conical receptacle in the capitulum from the corymbose synflorescence in C. normae (Theron 3568, PRE). C. Digital image of the palea clasping the disc ovary of C. leptophylla (Hobson 1970, PRE). D. Digital image of the palea enveloping the disc ovary of C normae (Koekemoer 4573, PRE). Arrows in C and D indicate the centre of the capitulum.
Network Theme: Digital and data-driven blood monitoring and analytics for patient centred care pathways - Dr Weizi (Vicky) Li (Henley Business School, University of Reading)
<p>This video is the fifth talk from our Future Blood Testing Network Plus Launch that took place on the 23/11/2021.</p> <p>Network Theme: Digital and data-driven blood monitoring and analytics for patient centred care pathways - Dr Weizi (Vicky) Li (Henley Business School, University of Reading).</p> <p>Bio: Dr Weizi (Vicky) Li is the PI of the Future Blood Testing Network, an Associate Professor of Informatics and Digital Health, Deputy Director in Informatics Research Centre, Henley Business School, University of Reading. She is an interdisciplinary researcher focusing on using informatics, data science, machine learning, and digital information systems to solve real-world healthcare challenges. She is the academic lead of a large collaborative project of Improving the Quality of Healthcare through an Integrated Clinical Pathway Management Approach and Cloud based Digital Data Integration Platform, which was awarded ESRC O2RB Excellence in Impact Award in 2018 for her research impact on healthcare quality improvement. She is the academic lead of machine learning based decision support system for outpatient management which has successfully been implemented in Royal Berkshire NHS Foundation Trust and has received Research Engagement and Impact award in 2020. She has been PI on projects funded by ESRC, EPSRC, The Health Foundation, NHS and companies, working on data-driven decision support systems that use real-world data (under privacy preserving framework) from multiple sources including Electronic Patient Record in acute, community hospital and primary care settings, remote health monitoring and patient reported outcomes to develop novel technologies (including AI based methods) to support clinical and operational decision makings in patient pathway.</p> <p>Further details on this event can be found at: https://futurebloodtesting.org/event/23-11-21-future-blood-testing-network-launch/</p> <p>This video is an output from the Future Blood Testing Network which is funded by EPSRC under Grant Number EP/W000652/1</p> <p>YouTube Link: https://youtu.be/egINC9hJifI</p>
Digitization_material_from_Krefeld_Town_Museum_Mingei
<p>Documentation material from the Silk pilot of the Mingei project</p>
Digitization_material_from_Krefeld_Suitcase_Photos_Mingei
<p>Documentation material from the Silk pilot of the Mingei project</p>
Change Detection in Dynamic Environments by Means of a Robotic Swarm - Digital Appendix
<p>Digital Appendix for my thesis Change Detection in Dynamic Environments by Means of a Robotic Swarm.</p> <p>In the zip-file you find a README that guides you through the structure and where to find the plots for the respective experiments.</p> <p><strong>Change Detection of Dynamic Environments by Means of a Robotic Swarm - Digital Appendix</strong></p> <p>The following folder structure holds all research data of my conducted experiments(h5-logfiles and plots). The Python-Script "show_h5.py" can be used to read out the logfile in h5-format (<em>$python3 show_h5.py expample_logfilename.h5</em>). However, this shouldn't be necessary because all plots are already generated.</p> <p>To find the results you want to see, this is a small guide through the structure:</p> <ol> <li> <p>First the trials are divided into the respective methods (BOCPD, PELT, DBB, DBBCPD). In the folders you find the experiments for the specific method.</p> </li> <li> <p>In the folders of BOCPD and PELT you find the results for the different feedback types and their combinations. The id for each feedback is noted in parentheses (e.g. XX_(id)_feedback_description). Feedback combinations have their ids added up (e.g. XX_(id1+...+idn)_feedback_description).</p> </li> <li> <p>In the folder to each feedback type the different test trials can be found. This means varying environment difficulties and parameter settings. In the name of the folders this information can be found (e.g. XX_method_environmentdifficulty_parametersetting).</p> </li> </ol> <p>All experiments follow the same procedure as long as it is stated otherwise. Each trial consists of 20 individual runs with a duration of 6000 seconds. At half time (3000 s) a change to the opposite fill ratio occurs (fill ratio of 1.0 defines a completely white and one of 0.0 a completely black environment).</p> <p><strong>Environment difficulty</strong></p> <ul> <li> <p>0901 --> easy environment, fill ratio changed from 0.9 to 0.1</p> </li> <li> <p>0703 --> easy environment, fill ratio changed from 0.7 to 0.3</p> </li> <li> <p>0604 --> easy environment, fill ratio changed from 0.6 to 0.4</p> </li> <li> <p>055045 --> easy environment, fill ratio changed from 0.55 to 0.45</p> </li> </ul> <p><strong>Parameter Setting</strong></p> <p>The setting is in the name of the folder composed of: feedbackID: intervalLength amountNeighbors</p> <ul> <li> <p>3c:50s3n --> feedback 3c with a 50s interval and 3 neighbors</p> </li> </ul> <p>In these folders all plots of the respective runs can be found showing a Boxplot of all 20 runs and for each run the swarm belief, the decision distribution and the reset histogram (before/after the change)</p>
Three datasets for the validation of a digital leadership inventory
<p>Three datasets for the validation of a digital leadership inventory (n=482, n=362, n=491)</p>
Digital diatom counts with slide scanning and BIIGLE 2.0
<p>Video Summary of the digital microscopy workflow to digitalise diatom counts.</p>
Digitally Carved Pumpkin
This is based on a 3D scan of a mini-pumpkin (https://skfb.ly/WqBn) Source: Objaverse 1.0 / Sketchfab
Digital Kids: Imagine, Build and Reveal, #11
Entry from V&A REVEAL Festival workshop - Digital Kids: Imagine, Build and Reveal - Saturday 1 - Sunday 2 July, 2017. Participants reimagined the Museum in Minecraft. Assets created by @BlockWorks Source: Objaverse 1.0 / Sketchfab
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.