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8,038 results for “validation.”

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dryad32/100

Raw data for Urine DNA (uDNA) as a non-lethal method for endoparasite biomonitoring: development and validation

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publicDec 2021View details →
dryad32/100

Sequencing data from validation experiment for base editing of SCN2A

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publicMay 2023View details →
dryad32/100

Supplemental data for: Development and validation of a polygenic risk score for stroke in the Chinese population

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publicOct 2022View details →
dryad32/100

The case of an arctic wild ass highlights the utility of ancient DNA for validating problematic identifications in museum collections

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publicOct 2020View details →
zenodo28/100

FIGURE 5 in A new species of Osteobrama (Teleostei: Cyprinidae) from the Mahanadi River, India with a note on the validity of O. dayi

FIGURE 5. Mahanadi River, type locality of Osteobrama tikarpadaensis.

opennotspecifiedJan 2020View details →
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FIGURE 3 in A new species of Osteobrama (Teleostei: Cyprinidae) from the Mahanadi River, India with a note on the validity of O. dayi

FIGURE 3. Radiograph of Osteobrama tikarpadaensis, paratype, ZSI FF 7495, 119 mm SL.

opennotspecifiedJan 2020View details →
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FIGURE 4 in A new species of Osteobrama (Teleostei: Cyprinidae) from the Mahanadi River, India with a note on the validity of O. dayi

FIGURE 4. Map of Odisha, indicating the type locality of Osteobrama tikarpadaensis.

opennotspecifiedJan 2020View details →
zenodo28/100

Elbow and wrist range of motion assessment comparing inertial sensors against goniometry_Raw data clinical validation

<p>These data were taken during the validity and reliability analysis of inertial sensors (S) against goniometry (G) for the assessment of the&nbsp;elbow and wrist&nbsp; range of motion. To study the intra-inter-rater&nbsp;reliability, two physiotherapists (A and B) and a technician were in charge of taking the measurements. 29 subjects were evaluated in two different sessions (1 and 2). In the elbow assessment, the flexo-extension, pronation and supination movements were performed. For the wrist, flexo-extension and radial-ulnar deviation movements were evaluated.</p>

opencc-by-4.0Feb 2020View details →
zenodo28/100

Supplementary material 1 from: Rowley JJL, Callaghan CT (2020) The FrogID dataset: expert-validated occurrence records of Australia's frogs collected by citizen scientists. ZooKeys 912: 139-151. https://doi.org/10.3897/zookeys.912.38253

: Data type: Species data

opencc-zeroFeb 2020View details →
zenodo28/100

Figure 2 from: Rowley JJL, Callaghan CT (2020) The FrogID dataset: expert-validated occurrence records of Australia's frogs collected by citizen scientists. ZooKeys 912: 139-151. https://doi.org/10.3897/zookeys.912.38253

Figure 2 Frequency histogram for the 172 species published in our openly accessible dataset, showing the number of records (on a log-scale) and how many species have that associated number of records.

opencc-by-4.0Feb 2020View details →
zenodo28/100

Figure 1 from: Rowley JJL, Callaghan CT (2020) The FrogID dataset: expert-validated occurrence records of Australia's frogs collected by citizen scientists. ZooKeys 912: 139-151. https://doi.org/10.3897/zookeys.912.38253

Figure 1 Photographs of the top six species recorded in the first year FrogID. 1Crinia signifera2Limnodynastes peronii3Litoria peronii4Litoria fallax5Limnodynastes tasmaniensis6Litoria ewingii.

opencc-by-4.0Feb 2020View details →
zenodo28/100

FIG. 1 in Morphological identification and molecular validation of anchovies (Engraulidae) in the Persian Gulf and Oman Sea

FIG. 1. Sampling areas of Anchovies in northern Persian Gulf and Oman Sea

opennotspecifiedFeb 2020View details →
zenodo28/100

Figure 12 from: Chan BKK, Tsao YF, Ganmanee M (2020) Morphological and molecular evidence support the intertidal barnacle Octomeris intermedia Nilsson-Cantell, 1921 (Thoracica, Chthamalidae) as a valid species in Indo-Pacific waters. ZooKeys 914: 1-31. https://doi.org/10.3897/zookeys.914.49328

Figure 12 Octomeris intermedia (CEL-Thai-359, Krabi, Thailand). A Cirrus V. B Intermediate segments of posterior ramus of cirrus V. C Distal segments of anterior ramus of cirrus V. D Cirrus VI. E Intermediate segments of posterior ramus of cirrus VI. F Distal segment of anterior ramus of cirrus VI. G Penis. H Distal end of penis. Scale bars in μm.

opencc-by-4.0Feb 2020View details →
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Figure 10 from: Chan BKK, Tsao YF, Ganmanee M (2020) Morphological and molecular evidence support the intertidal barnacle Octomeris intermedia Nilsson-Cantell, 1921 (Thoracica, Chthamalidae) as a valid species in Indo-Pacific waters. ZooKeys 914: 1-31. https://doi.org/10.3897/zookeys.914.49328

Figure 10 Octomeris intermedia (CEL-Thai-359, Krabi, Thailand). A Cirrus I. B Posterior ramus of cirrus I. C Bidentate serrate setae at tip of distal segment of posterior ramus. D Bidentate serrate setae at tip of anterior ramus. E Cirrus II. F Dorsal side of posterior ramus. G, H Bidentate serrate setae at posterior ramus. Scale bars in μm.

opencc-by-4.0Feb 2020View details →
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Figure 18 from: Chan BKK, Tsao YF, Ganmanee M (2020) Morphological and molecular evidence support the intertidal barnacle Octomeris intermedia Nilsson-Cantell, 1921 (Thoracica, Chthamalidae) as a valid species in Indo-Pacific waters. ZooKeys 914: 1-31. https://doi.org/10.3897/zookeys.914.49328

Figure 18 Maximum likelihood (ML) phylogenetic tree based on the COI and 12S rRNA sequences. The SH-aLRT support, ultrafast bootstrap support, and posterior probability (%) above 80 are represented at the nodes.

opencc-by-4.0Feb 2020View details →
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Figure 7 from: Chan BKK, Tsao YF, Ganmanee M (2020) Morphological and molecular evidence support the intertidal barnacle Octomeris intermedia Nilsson-Cantell, 1921 (Thoracica, Chthamalidae) as a valid species in Indo-Pacific waters. ZooKeys 914: 1-31. https://doi.org/10.3897/zookeys.914.49328

Figure 7 Octomeris brunnea (CEL-KT-131, Hai Kou, Taiwan). A Cirrus V. B Intermediate segments of posterior ramus of cirrus V. C Distal segments of anterior ramus of cirrus V. D Cirrus VI. E Intermediate segments of posterior ramus of cirrus VI. F Dorsal surface of proximal segments of posterior ramus of cirrus VI. G Penis. H Distal end of penis. Scale bars in μm.

opencc-by-4.0Feb 2020View details →
zenodo28/100

Figure 1 from: Chan BKK, Tsao YF, Ganmanee M (2020) Morphological and molecular evidence support the intertidal barnacle Octomeris intermedia Nilsson-Cantell, 1921 (Thoracica, Chthamalidae) as a valid species in Indo-Pacific waters. ZooKeys 914: 1-31. https://doi.org/10.3897/zookeys.914.49328

Figure 1 Sampling locations for Octomeris intermedia (black circles) and Octomeris brunnea (black squares). Open circle indicates the sampling location of O. intermedia in the Mergui Archipelago stated in Nilsson-Cantell (1938).

opencc-by-4.0Feb 2020View details →
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Figure 4 from: Chan BKK, Tsao YF, Ganmanee M (2020) Morphological and molecular evidence support the intertidal barnacle Octomeris intermedia Nilsson-Cantell, 1921 (Thoracica, Chthamalidae) as a valid species in Indo-Pacific waters. ZooKeys 914: 1-31. https://doi.org/10.3897/zookeys.914.49328

Figure 4 Octomeris brunnea (CEL-KT-131, Hai Kou, Taiwan) and O. intermedia (CEL-Thai-359, Krabi, Thailand). AOctomeris brunnea, young specimens showing the straight tergo-scutal junction and the inner and outer sides of left scutum and tergum. BO. brunnea, older eroded specimen, showing the sinuous tergo-scutal junction and inner and outer sides of left scutum and tergum. CO. intermedia. Very small individual (shell length &lt; 10 mm) showing the straight tergo-scutal margin and inner and outer sides of scutum and tergum. Note only very small individuals of O. intermedia have straight tergo-scutal margin. DO. intermedia. Larger specimens, showing the sinuous tergo-scutal margin and inner and outer surfaces of scutum and tergum. Scale bars in mm.

opencc-by-4.0Feb 2020View details →
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Figure 15 from: Chan BKK, Tsao YF, Ganmanee M (2020) Morphological and molecular evidence support the intertidal barnacle Octomeris intermedia Nilsson-Cantell, 1921 (Thoracica, Chthamalidae) as a valid species in Indo-Pacific waters. ZooKeys 914: 1-31. https://doi.org/10.3897/zookeys.914.49328

Figure 15 Variation in the occurrence of small spines along the cutting edge of second and third teeth of mandibles in O. intermedia (A-C) (CEL-Thai-359, Krabi, Thailand) and O. brunnea (D-F) (CEL-KT-131, Hai Kou, Taiwan). Scale bars in μm.

opencc-by-4.0Feb 2020View details →
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Figure 11 from: Chan BKK, Tsao YF, Ganmanee M (2020) Morphological and molecular evidence support the intertidal barnacle Octomeris intermedia Nilsson-Cantell, 1921 (Thoracica, Chthamalidae) as a valid species in Indo-Pacific waters. ZooKeys 914: 1-31. https://doi.org/10.3897/zookeys.914.49328

Figure 11 Octomeris intermedia (CEL-Thai-359, Krabi, Thailand). A Cirrus III. B Intermediate segments of posterior ramus of cirrus III. C Distal segment of anterior ramus of cirrus III. D Simple setae at intermediate segments of anterior ramus of cirrus III. E Cirrus IV. F Intermediate segments of posterior ramus cirrus IV. G Intermediate segment of posterior ramus of cirrus IV. H distal segment of anterior ramus of cirrus IV. Scale bars in μm.

opencc-by-4.0Feb 2020View details →

ScienceDex guides

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

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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

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