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278
datasets available to search
ShareScore release 0.9.0
Dataset results
278 results for “Validated dataset”
JPL SMAP Level 2B Near Real-time CAP Sea Surface Salinity V5.0 Validated Dataset (2 hour latency)
The SMAP-SSS V5.0, level 2B (NRT CAP) dataset produced by the Jet Propulsion Laboratory Combined Active-Passive (CAP) project , is a validated product that provides near real-time orbital/swath data on sea surface salinity (SSS) and extreme winds, derived from the NASA's Soil Moisture Active Passive (SMAP) mission launched on January 31, 2015. This mission, initially designed to measure and map Earth's soil moisture and freeze/thaw state to better understand terrestrial water, carbon and energy cycles has been adapted to measure ocean SSS and ocean wind speed using its passive microwave instrument. The SMAP instrument is in a near polar orbiting, sun synchronous orbit with a nominal 8 day repeat cycle. <br><br>The dataset includes derived SMAP SSS, SSS uncertainty, wind speed and direction data for extreme winds, as well as brightness temperatures for each radiometer polarization. Furthermore, it contains ancillary reference surface salinity, ice concentration, wind and wave height data, quality flags, and navigation data. This broad range of parameters stems from the observatory's version 5.0 (V5) CAP retrieval algorithm, initially developed for the Aquarius/SAC-D mission and subsequently extended to SMAP. Datafrom April 1, 2015 to present, is available with a latency of about 6 hours. The observations are global, provided on a 25km swath grid with an approximate spatial resolution of 60 km. Each data file covers one 98-minute orbit, with 15 files generated per day. The data are based on the near-real-time SMAP V5 Level-1 Brightness Temperatures (TB) and benefits from an enhanced calibration methodology, which improves the absolute radiometric calibration and minimizes biases between ascending and descending passes. These improvements also enrich the applicability of SMAP Level-1 data for other uses, such as further sea surface salinity and wind assessments. Due to a malfunction of the SMAP scatterometer on July 7, 2015, collocated wind speed data has been utilized for the necessary surface roughness correction for salinity retrieval. <br><br>This JPL SMAP-SSS V5.0 dataset holds tremendous potential for scientific research and various applications. Given the SMAP satellite's near-polar orbit and sun-synchronous nature, it achieves global coverage in approximately three days , enabling researchers to monitor and model global oceanic and climatic phenomena with unprecedented detail and timeliness. These data can inform and enhance understanding of global weather patterns, the Earth’s hydrological cycle, ocean circulation, and climate change.
Development, validation, and clinical utility of a novel methylation classifier for recurrence risk prediction in meningiomas [dataset 1]
GEO Series GSE292325. Homo sapiens. 186 samples. Type: Methylation profiling by genome tiling array.
Extensive re-wiring of epithelial-stromal co-expression networks in breast cancer - ER-positive breast cancer validation dataset
GEO Series GSE68744. Homo sapiens. 148 samples. Type: Expression profiling by array.
Umbilical cord blood artificial mixtures validation dataset: An Enhanced DNA Methylation Library for Deconvoluting Peripheral Blood
GEO Series GSE180970. Homo sapiens. 12 samples. Type: Methylation profiling by array.
FACS validation dataset: An optimized library for reference-based deconvolution of whole-blood biospecimens assayed using the Illumina HumanMethylationEPIC BeadArray (III)
GEO Series GSE112618. Homo sapiens. 6 samples. Type: Methylation profiling by genome tiling array.
Designing a single cell ATAC-Seq (scATAC-Seq) dataset to validate long read RNA-Seq isoforms and benchmark scATAC-Seq analysis methods II
GEO Series GSE224045. Homo sapiens. 5 samples. Type: Expression profiling by high throughput sequencing; Genome binding/occupancy profiling by high throughput sequencing.
Comprehensive curation and validation of genomic datasets for chestnut
GEO Series GSE284518. Castanea mollissima. 1 samples. Type: Expression profiling by high throughput sequencing; Third-party reanalysis.
Designing a single cell ATAC-Seq (scATAC-Seq) dataset to validate long read RNA-Seq isoforms and benchmark scATAC-Seq analysis methods
GEO Series GSE142285. Homo sapiens. 2 samples. Type: Genome binding/occupancy profiling by high throughput sequencing.
CD4T and CD8T naïve and memory validation dataset: An Enhanced DNA Methylation Library for Deconvoluting Peripheral Blood
GEO Series GSE180683. Homo sapiens. 76 samples. Type: Methylation profiling by genome tiling array.
Comprehensive curation and validation of genomic datasets for chestnut [2]
GEO Series GSE284516. Castanea mollissima. 18 samples. Type: Expression profiling by high throughput sequencing; Third-party reanalysis.
Validated transcriptional regulatory roles for five two-component systems in E. coli (ChIP-exo dataset)
GEO Series GSE143851. Escherichia coli str. K-12 substr. MG1655. 10 samples. Type: Genome binding/occupancy profiling by high throughput sequencing.
Validated transcriptional regulatory roles for five two-component systems in E. coli (RNA-seq dataset)
GEO Series GSE143855. Escherichia coli str. K-12 substr. MG1655. 32 samples. Type: Expression profiling by high throughput sequencing.
Diagnosis of Kawasaki Disease in children using host RNA expression [Validation_HT12V4_Dataset]
GEO Series GSE73463. Homo sapiens. 233 samples. Type: Expression profiling by array.
Perturbation-informed signatures from crosswise integration of transcriptome and chromatin accessibility analyses predict susceptibility to candidate anticancer drugs (cisplatin validation dataset) [R
GEO Series GSE207611. Homo sapiens. 16 samples. Type: Expression profiling by high throughput sequencing.
Comprehensive curation and validation of genomic datasets for chestnut [3]
GEO Series GSE284517. Castanea mollissima. 6 samples. Type: Expression profiling by high throughput sequencing; Third-party reanalysis.
Transcriptional analysis of metastatic hormone-naïve prostate cancer primary tumour biopsies reveals a relevant role for SOX11 in prostate cancer cell dissemination [Validation dataset]
GEO Series GSE268309. Homo sapiens. 32 samples. Type: Expression profiling by high throughput sequencing.
Comprehensive curation and validation of genomic datasets for chestnut [1]
GEO Series GSE284510. Castanea mollissima. 7 samples. Type: Expression profiling by high throughput sequencing; Third-party reanalysis.
Development, validation, and clinical utility of a novel methylation classifier for recurrence risk prediction in meningiomas [dataset 2]
GEO Series GSE292326. Homo sapiens. 37 samples. Type: Methylation profiling by genome tiling array.
12-cell-type artificial mixtures validation dataset: An Enhanced DNA Methylation Library for Deconvoluting Peripheral Blood
GEO Series GSE182379. Homo sapiens. 12 samples. Type: Methylation profiling by genome tiling array.
Figure 3 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 3 Occurrence records of calling frogs across Australia during year 1 of the FrogID project.
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.