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.
27,180
datasets available to search
ShareScore release 0.9.0
Dataset results
27,180 results for “d”
Data_Figure1(A-D)_AKR1D1 knockout mice develop a sex dependent metabolic phenotype
<p>Data of Fig1 Pannel A-D, “AKR1D1 knockout mice develop a sex dependent metabolic phenotype”</p> <p>The Dataset contains the original figure 1 (Pannel A-D) as PNG-format (10.1530JOE-21-0280_Fig1A-D.PNG). Corresponding raw from LC-MS/MS measurements are provided as one file in CSV format (31003A-179400_10.1530_JOE-21-0280_AKR1D1_SS_DVK_4_Fig1.csv), all further experiment related information (meta-data) as one file in TXT format (31003A-179400_10.1530_JOE-21-0280_AKR1D1_SS_DVK_4_Fig1_M1.txt), one file in PDF format (31003A-179400_10.1530_JOE-21-0280_AKR1D1_SS_DVK_4_Fig1_M2.pdf) and one file as CSV format (31003A-179400_10.1530_JOE-21-0280_AKR1D1_SS_DVK_4_Fig1_M3.csv).</p>
Arecibo measurements of D-region electron densities during sunset and sunrise in August 2016
<p>This dataset is connected to the manuscript 'Arecibo measurements of D-region electron densities during sunset and sunrise: implications for atmospheric composition' submitted to Annales Geophysicae.</p> <p>It contains Arecibo radar data between 28. August 2016 and 01.September 2016, specifically power profiles and plasma line measurements. The data files and associated Matlab reading routines can be found in the appropriate .zip files.</p> <p>The data repository contains also processed data for Fig.3 (afternoon/morning_final_data75.mat/plot_sunset_sunrise_comparison75.m) and Fig. 4(rate_data.mat/plotrate.m) and associated Matlab plotting routines.</p>
FIG. 1. — A-D in New species and new status of Urophyllum Wall. (Rubiaceae) from Cambodia and Viêtnam
FIG. 1. — A-D, Stipule shape and indumentum:A, ovate and hairy along midline (Urophyllum chinense Merr.& Chun subsp. latistipulum Yooprasert,Culham,Yahara & Utteridge, subsp. nov.); B, oblong-lanceolate and subglabrous, hairy only at apex (U. bidoupense Yooprasert, Culham & Utteridge, sp. nov.); C, linear-lanceolate and hairy all over (U. brochidodromum Yooprasert, Culham & Utteridge, sp. nov.); D, subcordate and glabrous (U. pulchristipulum Yooprasert, Culham & Utteridge, sp. nov.); E-G, secondary venation and looping patterns: E, weakly brochidodromous (U. bidoupense Yooprasert, Culham & Utteridge, sp. nov.); F, festooned brochidodromous (U. pseudoschmidtii Yooprasert, Culham, Yahara, Tagane & Utteridge, sp. nov.); G, conspicuously brochidodromous (U. brochidodromum Yooprasert, Culham & Utteridge, sp. nov.); H, I, calyx lobe morphology: H, teeth (U. bidoupense Yooprasert, Culham & Utteridge, sp. nov.); I, lobes (U. argenteum Pit.); J, K, abaxial corolla hair distribution: J, glabrous (U. bidoupense Yooprasert, Culham & Utteridge, sp. nov.); K, hairy (U. lecomtei Pit.). Scale bars: 5 mm.
Fig. 1. D. emryi scapula, SNMZ 14537 in First Record Of Postcranial Bones In Devinophoca Emryi (Carnivora, Phocidae, Devinophocinae)
Fig. 1. D. emryi scapula, SNMZ 14537 (R., incomplete) in: A — anterior; B — posterior; C — lateral views.
Fig. 5. D. emryi femur, SNMZ 14544 in First Record Of Postcranial Bones In Devinophoca Emryi (Carnivora, Phocidae, Devinophocinae)
Fig. 5. D. emryi femur, SNMZ 14544 (R.) in: A — caudal; B — cranial views. Caudal views of: E —left femur of Callophoca obscura (USNM 437715, male); F — right femur of Leptophoca amphiatlantica (reversed, USNM 263648); G — right femur of Pachyphoca ukrainica (reversed, NMNHU-P 64-166).
Fig. 4. D. emryi innominate, SNMZ 14543 in First Record Of Postcranial Bones In Devinophoca Emryi (Carnivora, Phocidae, Devinophocinae)
Fig. 4. D. emryi innominate, SNMZ 14543 (L., incomplete) in: A — lateral; B — medial; C — posterior views.
Fig. 6. D in First Record Of Postcranial Bones In Devinophoca Emryi (Carnivora, Phocidae, Devinophocinae)
Fig. 6. D. emryi tibia and fibula, SNMZ 14545 (L., incomplete) in: A — caudal; B — cranial; С — proximal views. Right calcaneus and astragalus in: D — dorsal; E — plantar views.
Fig. 3. D. emryi radius, SNMZ 25505 in First Record Of Postcranial Bones In Devinophoca Emryi (Carnivora, Phocidae, Devinophocinae)
Fig. 3. D. emryi radius, SNMZ 25505 (incomplete) in: A — dorsal; B — ventral; C — cranial views and ulna SNMZ 25504 (L.) in: D — medial; E — lateral views.
Рис. 16. Детали строения Tetramorium kabulistanicum, самец, паратип: a — тело в профиль; b — грудь, вид сверху; c — голова, вид сверху; d — брюшко, вид сверху; e — стебелек, вид сверху. in Taxonomic Revision Of The Striativentre Species Group Of The Genus Tetramorium (Hymenoptera, Formicidae)
Рис. 16. Детали строения Tetramorium kabulistanicum, самец, паратип: a — тело в профиль; b — грудь, вид сверху; c — голова, вид сверху; d — брюшко, вид сверху; e — стебелек, вид сверху.
Рис. 15. Детали строения Tetramorium kabulistanicum, самка, паратип: a — тело в профиль; b — грудь, вид сверху; c — стебелек, вид сверху; d — голова, вид сверху; e — брюшко, вид сверху. in Taxonomic Revision Of The Striativentre Species Group Of The Genus Tetramorium (Hymenoptera, Formicidae)
Рис. 15. Детали строения Tetramorium kabulistanicum, самка, паратип: a — тело в профиль; b — грудь, вид сверху; c — стебелек, вид сверху; d — голова, вид сверху; e — брюшко, вид сверху.
Рис. 11. Детали строения Tetramorium schneideri, самка: a — тело в профиль; b — грудь, вид сверху; c — стебелек, вид сверху; d — голова, вид сверху; e — брюшко, вид сверху. in Taxonomic Revision Of The Striativentre Species Group Of The Genus Tetramorium (Hymenoptera, Formicidae)
Рис. 11. Детали строения Tetramorium schneideri, самка: a — тело в профиль; b — грудь, вид сверху; c — стебелек, вид сверху; d — голова, вид сверху; e — брюшко, вид сверху.
Рис. 10. Детали строения Tetramorium schneideri, рабочий: a — тело в профиль; b — грудь и стебелек, вид сверху; c — голова, вид сверху; d – брюшко, вид сверху. in Taxonomic Revision Of The Striativentre Species Group Of The Genus Tetramorium (Hymenoptera, Formicidae)
Рис. 10. Детали строения Tetramorium schneideri, рабочий: a — тело в профиль; b — грудь и стебелек, вид сверху; c — голова, вид сверху; d – брюшко, вид сверху.
Рис. 14. Детали строения Tetramorium kabulistanicum, рабочий, паратип: a — тело в профиль; b — грудь и стебелек, вид сверху; c — голова, вид сверху; d — брюшко, вид сверху. in Taxonomic Revision Of The Striativentre Species Group Of The Genus Tetramorium (Hymenoptera, Formicidae)
Рис. 14. Детали строения Tetramorium kabulistanicum, рабочий, паратип: a — тело в профиль; b — грудь и стебелек, вид сверху; c — голова, вид сверху; d — брюшко, вид сверху.
Рис. 13. Гениталии Tetramorium schneideri, самец: a — вид сверху; b — вид снизу; c — вид сбоку; d — вид сзади. in Taxonomic Revision Of The Striativentre Species Group Of The Genus Tetramorium (Hymenoptera, Formicidae)
Рис. 13. Гениталии Tetramorium schneideri, самец: a — вид сверху; b — вид снизу; c — вид сбоку; d — вид сзади.
Overlap of vitamin A and vitamin D target genes with CAKUT-related processes
<p>Underlying data of our study "<a href="http://doi.org/10.12688/f1000research.51018.2">Overlap of vitamin A and vitamin D target genes with CAKUT-related processes</a>" are provided here.</p> <p> </p> <p>Congenital Anomalies of the Kidney and Urinary Tract (CAKUT) are a group of abnormalities affecting the kidneys and their outflow tracts. Vitamins are among the environmental factors that are considered for CAKUT aetiology. In this study, we collected vitamin A and vitamin D target genes and computed their overlap with CAKUT-related gene sets. We observed in particular significant overlaps between vitamin A target genes and CAKUT causal genes or genes involved in renal system development.</p>
R&D Dataset for LHC Olympics 2020 Anomaly Detection Challenge
<p>This is the first R&D dataset for the LHC Olympics 2020 Anomaly Detection Challenge. It consists of 1M QCD dijet events and 100k W'->XY events, with X->qq and Y->qq. The W', X, and Y masses are 3.5 TeV, 500 GeV and 100 GeV respectively. The events are produced using Pythia8 and Delphes 3.4.1, with no pileup or MPI included. They are selected using a single fat-jet (R=1) trigger with pT threshold of 1.2 TeV. </p> <p>The events are randomly shuffled together, but for the purposes of testing and development, we provide the user with a signal/background truth bit for each event. Obviously, the truth bit will not be included in the actual challenge.</p> <p>These events are stored as pandas dataframes saved to compressed h5 format. For each event, all Delphes reconstructed particles in the event are assumed to be massless and are recorded in detector coordinates (pT, eta, phi). More detailed information such as particle charge is not included. Events are zero padded to constant size arrays of 700 particles, with the truth bit appended at the end. The array format is therefore (Nevents=1.1M, 2101).</p> <p>For more information, including an example Jupyter notebook illustrating how to read and process the events, see the official LHC Olympics 2020 webpage.</p> <p><a href="https://lhco2020.github.io/homepage/">https://lhco2020.github.io/homepage/</a></p> <p><strong>UPDATE May 18 2020</strong></p> <p>We have uploaded a second signal dataset for R&D, consisting of 100k W'->XY with X,Y->qqq (i.e. 3-prong substructure). Everything else about this signal dataset (particle masses, trigger, Pythia configuration, detector simulation) is the same as the previous one described above. </p> <p><strong>UPDATE November 23 2020</strong></p> <p>We now include high-level feature files for the background and 2-prong signal (events_anomalydetection_v2.features.h5) and for the 3-prong signal (events_anomalydetection_Z_XY_qqq.features.h5). To produce the features, we have clustered every event into R=1 jets using the anti-kT algorithm. The features (calculated using fastjet plugins) are the 3-momenta, invariant masses, and n-jettiness variables tau1, tau2 and tau3 for the highest pT jet (j1) and the second highest pT jet (j2):</p> <p>'pxj1', 'pyj1', 'pzj1', 'mj1', 'tau1j1', 'tau2j1', 'tau3j1', 'pxj2', 'pyj2', 'pzj2', 'mj2', 'tau1j2', 'tau2j2', 'tau3j2'</p> <p>The rows (events) in each feature file should be ordered exactly the same as in their corresponding raw event file. For convenience, we have also included the label (1 for signal and 0 for background) as an additional column in the first feature file (events_anomalydetection_v2.features.h5).</p> <p><strong>UPDATE February 11 2021</strong></p> <p>We have included the Delphes detector card and the Pythia8 command files used to produce the R&D datasets.</p> <p><strong>UPDATE April 17 2022</strong></p> <p>It was brought to our attention that somehow the raw events file events_anomalydetection.h5 was never updated to v2, which had a lower generator-level pT threshold (PhaseSpace:pTHatMin = 500) for QCD events to minimize artificial trigger sculpting. This v2 is the version that the features file (events_anomalydetection_v2.features.h5) corresponds to, as well as the Pythia cmnd file (pythia_RnD_qcd.cmnd). Now the raw events file has been brought up to date as well. </p>
Fig. 2. A–D in New species of belytine and diapriine wasps (Hymenoptera: Diapriidae) from Eocene Baltic amber
Fig. 2. A–D. Belyta knudhoejgaardi sp. nov. A–C. Holotype (NHMD-608408). A. habitus in lateral view. B. Mesosoma and petiole in lateral view. C. Petiole and gaster in dorsal view. D. Paratype NHMD-608400, habitus in lateral view. E–F. Cinetus breviscapus sp. nov., holotype (NHMD-300622). E. Habitus in lateral view. F. Head in lateral view. Abbreviations: fe = flagellomere emargination; mlr = mesopleural longitudinal ridge; mpk = median propodeal keel. Scale bars: A = 2 mm; B, F = 0.5 mm; C–E = 1 mm.
Fig. 1. A–D in Spanglerelmis, a new genus of Elmidae (Insecta: Coleoptera) from Brazil with new species and biological notes
Fig. 1. A–D. Spanglerelmis femoralis (Hinton, 1940) gen. et comb. nov., holotype, ♂ (NHMUK 010583892). A–C. Habitus. A. Dorsal view. B. Ventral view. C. Lateral view. D. Aedeagus in ventral view. E–H. Microcylloepus ochus Hinton, 1940, holotype, ♂(NHMUK 010583871). E–G. Habitus. E. Dorsal view (arrows showing the pattern of tomentum on femur). F. Ventral view. G. Lateral view. H. Aedeagus in ventral view. Scale bars: A–C, E–G = 0.5 mm; D, H = 0.1 mm.
Fig.ç3.D isasterina akajimaensis sp. nov., holotype (NSMT E-6758). A, Anal pore and a patch; B, madreporite; C, proximal part of arm, abactinal view; D, oral plate pair and interradial uncalci ed area, some oral spines have been lost (see also Fig. 6 for oral plate pair and interradial uncalci ed area at another interradius); E, proximal part of ambulacral furrow (oral plates seen at the lower-le corner are drawn in Fig. 6); F, inferomarginal spinelets, abactinal view. Abbreviations: als, actinolateral spine; apo, anal pore; fs, furrow spine; imp, inferomarginal plate; ims, inferomarginal spine; ir, interradial; iua, interradial uncalci ed area; md, madreporite; op, oral plate; os, oral spine; r, radial; rp, rigid patch; sas, subambulacral spine. in A New Asterinid Sea Star, Disasterina akajimaensis (Echinodermata: Asteroidea) from the Ryukyu Islands, Japan, with Notes on the Genus Disasterina
Fig.ç3.D isasterina akajimaensis sp. nov., holotype (NSMT E-6758). A, Anal pore and a patch; B, madreporite; C, proximal part of arm, abactinal view; D, oral plate pair and interradial uncalci ed area, some oral spines have been lost (see also Fig. 6 for oral plate pair and interradial uncalci ed area at another interradius); E, proximal part of ambulacral furrow (oral plates seen at the lower-le corner are drawn in Fig. 6); F, inferomarginal spinelets, abactinal view. Abbreviations: als, actinolateral spine; apo, anal pore; fs, furrow spine; imp, inferomarginal plate; ims, inferomarginal spine; ir, interradial; iua, interradial uncalci ed area; md, madreporite; op, oral plate; os, oral spine; r, radial; rp, rigid patch; sas, subambulacral spine.
Fig 14. Carrhotus taprobanicus Simon, 1902. A–B. Palp. A. Ventral view. B. Retrolateral view. C–D. Epigynum. C. Ventral view. D in Phylogenetic placement of Carrhotus Thorell, 1891 with three new species from Sri Lanka (Araneae: Salticidae)
Fig 14. Carrhotus taprobanicus Simon, 1902. A–B. Palp. A. Ventral view. B. Retrolateral view. C–D. Epigynum. C. Ventral view. D. Dorsal view. Abbreviations: AG = accessory gland; CO = copulatory opening; E = embolus; FD = fertilization duct; PEB = posterior epigynal border; PLP = posterior lateral protrusion; RTA = retrolateral tibial apophysis; S = spermatheca; TE = tegulum. Scale bars: A–B = 0.2 mm; C–D = 0.1 mm.
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.