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Data_Figure 6_Enzymatic interconversion of the oxysterols 7β,25 dihydroxycholesterol and 7-keto,25-hydroxycholesterol by 11β-hydroxysteroid dehydrogenase type 1 and 2
<p>Data of figure 6 from Enzymatic interconversion of the oxysterols 7β,25 dihydroxycholesterol and 7-keto,25-hydroxycholesterol by 11β-hydroxysteroid dehydrogenase type 1 and 2</p> <p>Dataset ((doi:<a href="https://doi.org/10.1016/j.jsbmb.2019.03.011">10.1016/j.jsbmb.2019.03.011</a>) contains the original figure as PNG format (<a href="https://doi.org/10.1016/j.jsbmb.2019.03.011">10.1016/j.jsbmb.2019.03.011</a>_Fig. 6). Corresponding raw data obtained from docking calculation analysis and calculations provided as four files in TXT format (31003A-179400_Date_name_25Oxysterol_19_dataset_1). All further experiment related information and subsequent data analysis provided as four meta-data-files (31003A-179400_date_name_25Oxysterol_19_dataset_M1) as TXT format.</p>
Data_Figure 8_Enzymatic interconversion of the oxysterols 7β,25 dihydroxycholesterol and 7-keto,25-hydroxycholesterol by 11β-hydroxysteroid dehydrogenase type 1 and 2
<p>Data of figure 8 from Enzymatic interconversion of the oxysterols 7β,25 dihydroxycholesterol and 7-keto,25-hydroxycholesterol by 11β-hydroxysteroid dehydrogenase type 1 and 2</p> <p>Dataset (doi:<a href="https://doi.org/10.1016/j.jsbmb.2019.03.011">10.1016/j.jsbmb.2019.03.011</a>) contains the original figure as PNG format (<a href="https://doi.org/10.1016/j.jsbmb.2019.03.011">10.1016/j.jsbmb.2019.03.011</a>_Fig. 8). Corresponding raw data obtained from xCelligence measurement and fluorescence analysis (FLIPR) provided as seven files in CSV format (31003A-179400_date_name_25Oxysterol_9_dataset_1-3 and 31003A-179400_date_name_25Oxysterol_20_dataset_1-3). All further experiment related information and subsequent data analysis provided as two meta-data-files (31003A-179400_date_name_25Oxysterol_technique_1_M) as TXT format.</p>
Data_supplemental figure 1_Enzymatic interconversion of the oxysterols 7β,25 dihydroxycholesterol and 7-keto,25-hydroxycholesterol by 11β-hydroxysteroid dehydrogenase type 1 and 2
<p>Data of supplemental figure 1 Enzymatic interconversion of the oxysterols 7β,25 dihydroxycholesterol and 7-keto,25-hydroxycholesterol by 11β-hydroxysteroid dehydrogenase type 1 and 2</p> <p>Dataset (doi:<a href="https://doi.org/10.1016/j.jsbmb.2019.03.011">10.1016/j.jsbmb.2019.03.011</a>) contains the original figure as PNG format (<a href="https://doi.org/10.1016/j.jsbmb.2019.03.011">10.1016/j.jsbmb.2019.03.011</a>_FigS1). Data obtained from LC-MS/MS measurements subsequent data analysis (31003A-179400_date_name_25Oxysterol_4_7_1) provided as one CSV file and meta-data-files (31003A-179400_date_name_25Oxysterol_4_7_M_1) as PDF format.</p>
Distribution. Endemic to S India (Kolar district, Karnataka), known only from type locality. Previously also on nearby Therahalli, where now absent. in Family Hipposideridae (Old World Leaf-nosed Bats)
Distribution. Endemic to S India (Kolar district, Karnataka), known only from type locality. Previously also on nearby Therahalli, where now absent.
Distribution. Endemic to Madagascar, where it is just known from type locality and Androimpano Cave, near Itampolo, Toliara Province. in Hipposideridae
Distribution. Endemic to Madagascar, where it is just known from type locality and Androimpano Cave, near Itampolo, Toliara Province.
Subspecies and Distribution. R.f. frantisi Soisook et al, 2015 - known only from a few localities in N, SW & S Borneo. R.f. thailandicus Soisook & Bates, 2015 — known only from type locality in SW Thailand. Genetic data suggest that the species may also occur in Vietnam, but this requires more research. in Rhinolophidae
Subspecies and Distribution. R.f. frantisi Soisook et al, 2015 - known only from a few localities in N, SW & S Borneo. R.f. thailandicus Soisook & Bates, 2015 — known only from type locality in SW Thailand. Genetic data suggest that the species may also occur in Vietnam, but this requires more research.
Data and Code to support COVID-19 - exploring the implications of long-term condition type and extent of multimorbidity on years of life lost: a modelling study
<p>Data and code to support paper published in Wellcome Open research on years of life lost among people who died with COVID-19.</p>
Data for "A systematic evaluation of interneuron morphology representations for cell type discrimination"
<p>data_v1.1 contains all the data to reproduce the figures of the publication <em>A systematic evaluation of interneuron morphology representations for cell type discrimination (</em>https://doi.org/10.1101/591370<em>).</em></p> <p>statistic_descriptions.csv : links each feature's statistic_id with a short description</p> <p>classification: This folder holds the multi-class and the pairwise classification performances of all feature representations (relevant for figure 4 and figure 5). It also holds the pickled multi-class models trained on morphometric statistics which coefficients are visualized in figure S5.</p> <p>embedding_data: This folder holds all the data used for the t-SNE visualizations of figure 8 and S4.</p> <p>features: This folder holds all computed feature representations of each data set and each modality (full, axon, dendrite). Features are indexed by a statistic id. Some example features are shown in figure 2. Careful, this folder is large (~6GB)!</p> <p>reconstructions: This folder contains all the neural reconstructions used for figure 1.</p> <p>final morphologies: contains all pre-processed reconstructions used in this study.</p>
FIGURE4.Map of selected records of Siphamia species recorded in Queensland and Papua New Guinea waters in 2003–2005, including the type locality of Siphamia guttulata. Some symbols represent more than one specimen. in Redescription and distributional range extension of the Speckled Siphonfish, Siphamia guttulata (Pisces: Apogonidae)
FIGURE4.Map of selected records of Siphamia species recorded in Queensland and Papua New Guinea waters in 2003–2005, including the type locality of Siphamia guttulata. Some symbols represent more than one specimen.
FIGURES 7–10 in Redescription of the remarkable Zhiltzovaia amabilis (Jewett, 1958) comb. nov. (Plecoptera, Perlodidae) based on types and new material from Himalaya and Pamir Mountain systems
FIGURES 7–10. Zhiltzovaia amabilis (Jewett, 1958), male. 7. Habitus, dorsal. 8. Head and pronotum. 9. Abdomen and paraprocts, lateral: tk—truncated knob, rk—rounded knob of paraproct sclerite. 10. Abdominal tip with aedeagus, dorsal.
FIGURES 9A–F. Anastatus motschulskyi, male. A in Redescription of Anastatus mantoidae Motschulsky, the type species of Anastatus Motschulsky 1859, and Anastatus echidna (Motschulsky), the type species of Cacotropia Motschulsky 1863, with respect to taxonomy of Anastatus (Hymenoptera: Eupelmidae: Eupelminae)
FIGURES 9A–F. Anastatus motschulskyi, male. A, lateral habitus (2019-70); B, dorsal habitus (allotype); C, head, frontal (2019-70); D, head, dorsal (2019-70); E, mesosoma, dorsal (allotype); F, mesosoma, lateral (2019-69). Abbreviations: ac = acropleuron, eps2 = mesepisternum, lep2= lower mesepimeron, pl3 = metapleuron, pre = prepectus, uep2 = upper mesepimeron.
FIGURES 7A–I. Anastatus motschulskyi, female. A–B in Redescription of Anastatus mantoidae Motschulsky, the type species of Anastatus Motschulsky 1859, and Anastatus echidna (Motschulsky), the type species of Cacotropia Motschulsky 1863, with respect to taxonomy of Anastatus (Hymenoptera: Eupelmidae: Eupelminae)
FIGURES 7A–I. Anastatus motschulskyi, female. A–B, holotype habitus: A, lateral; B, dorsal. C–H, 2019-68: C, head, frontal; D, head, dorsal; E, frontovertex; F, antenna, dorsal view; G, antenna, ventral view; H, mesosoma, dorsal. I, anterior half of mesoscutum (holotype). Abbreviation: dso = distance between scrobal depression and anterior ocellus.
FIGURES 8A–H. Anastatus motschulskyi. A–E in Redescription of Anastatus mantoidae Motschulsky, the type species of Anastatus Motschulsky 1859, and Anastatus echidna (Motschulsky), the type species of Cacotropia Motschulsky 1863, with respect to taxonomy of Anastatus (Hymenoptera: Eupelmidae: Eupelminae)
FIGURES 8A–H. Anastatus motschulskyi. A–E, female (2019-68): A, mesosoma, lateral; B, apex of gaster, dorsal; C, fore wing; D, central part of fore wing; E, mesotarsus. F–H, male (allotype): F, fore wing; G, basal half of fore wing; H, antenna. Abbreviations: bac = basal cell, cua = cubital area, cuf = cubital fold, mdf = medial fold, spc = speculum, stf = syntergal flange, stl = syntergal flange length, stw = syntergal flange width, vna = vanal area.
FIGURES 4A–H in Redescription of Anastatus mantoidae Motschulsky, the type species of Anastatus Motschulsky 1859, and Anastatus echidna (Motschulsky), the type species of Cacotropia Motschulsky 1863, with respect to taxonomy of Anastatus (Hymenoptera: Eupelmidae: Eupelminae)
FIGURES 4A–H. Anastatus mantoidae, female (2019-66). A, lateral habitus; B, dorsal habitus; C, head, frontal; D, head, dorsal; E, frontovertex; F, mesonotum; G, mesosoma, lateral; H, anterior half of mesoscutum. Abbreviation: dso = distance between scrobal depression and anterior ocellus.
FIGURES 2A–F. Anastatus mantoidae, female type material. A in Redescription of Anastatus mantoidae Motschulsky, the type species of Anastatus Motschulsky 1859, and Anastatus echidna (Motschulsky), the type species of Cacotropia Motschulsky 1863, with respect to taxonomy of Anastatus (Hymenoptera: Eupelmidae: Eupelminae)
FIGURES 2A–F. Anastatus mantoidae, female type material. A, antenna (LT); B, fore wing (LT); C, mesonotum (PLT); D, mesosoma, lateral (LT); E, apex of scutellum to base of gaster, dorsal (PLT); F, apex of gaster, dorsal (PLT). Abbreviations: LT = lectotype, PLT = paralectotype, stf = syntergal flange, stl = syntergal flange length, stw = syntergal flange width.
FIGURES 1A–F. Anastatus mantoidae, female type material. A in Redescription of Anastatus mantoidae Motschulsky, the type species of Anastatus Motschulsky 1859, and Anastatus echidna (Motschulsky), the type species of Cacotropia Motschulsky 1863, with respect to taxonomy of Anastatus (Hymenoptera: Eupelmidae: Eupelminae)
FIGURES 1A–F. Anastatus mantoidae, female type material. A, card with lectotype; B, lateral habitus (LT); C, card with paralectotypes. D–F, head (LT): D, frontal; E, lateral; F, dorsal. Abbreviation: LT = lectotype.
Yale Face Database - 2 different types of backdoor patterns (glasses and full-beard) added
<p>Datasets are split in Training</p> <p>To increase the size of the training and test set, the following augmentation<br> techniques are applied: a horizontal flip, and a change of brightness by -60%, -30%, +30% and +60%<br> percent.</p> <p>Each of the brightness changes is done on the original image as well as on thehorizontally flipped image.</p> <p>Backdoors patterns (glasses and full-beard) are added using FaceApp</p>
FIGURE 9 in Taxonomic revision of the Boiga ceylonensis group (Serpentes: Colubridae): reexamination of type specimens, redefinition of nominate taxa and an updated key
FIGURE 9. (A&B) Boiga ceylonensis from Kanneliya & Hunasgiriya, Sri Lanka; (C) Boiga beddomei from Pune, India; (D) Boiga nuchalis from Anaimalai, India; (E) Boiga barnesii from Kandy, Sri Lanka; (F) Boiga andamanensis from Andaman Islands, India.
FIGURE 1 in Taxonomic revision of the Boiga ceylonensis group (Serpentes: Colubridae): reexamination of type specimens, redefinition of nominate taxa and an updated key
FIGURE 1. PCA plot showing differences in species with 17 or 19 midbody scale rows; black square—thackerayi, white square—cf. thackerayi, star—barnesii, black circle—ceylonensis, white circle—beddomei, diamond—flaviviridis; captioned symbols represent name-bearing types
FIGURE 5 in Taxonomic revision of the Boiga ceylonensis group (Serpentes: Colubridae): reexamination of type specimens, redefinition of nominate taxa and an updated key
FIGURE 5. Holotype of Boiga barnesii BMNH 69.7.24.11a from Ceylon. (A) entire—dorsal, (B) entire—ventral, (C) ventral pattern close-up, (D) head—ventral, (E) head—lateral, (F) head—dorsal views.
ScienceDex guides
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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.