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8,038 results for “validation.”

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nasa28/100

GPM GROUND VALIDATION NOAA PARSIVEL MC3E

The GPM Ground Validation NOAA Parsivel MC3E dataset was collected in central Oklahoma during the Midlatitude Continental Convective Clouds Experiment (MC3E) from April 5, 2011 through June 6, 2011. The NOAA Parsivel dataset includes processed data consisting of either moment data (e.g., reflectivity and rain rate estimates) or raindrop number concentration estimates; the data provided a reference reflectivity to calibrate the S-band profiler during the experiment. The moment data includes 1-minute resolution estimates of rain rate, reflectivity, and other parameters related to the health of the Parsivel instrument. The raindrop number concentration data are also at 1-minute resolution and are the result of converting the observed raindrop passing the sensor into the number of raindrops expected in a unit volume per diameter interval. Both the moment data and the number concentration data were saved in daily files in ASCII format. Daily images were also generated from the Parsivel observations and contain the 1-minute reflectivity, rain rate, and number concentration N(D); browse images are saved in TIF format.

restrictednotspecifiedApr 2025View details →
nasa28/100

GPM GROUND VALIDATION NCAR CLOUD MICROPHYSICS PARTICLE PROBES MC3E

The GPM Ground Validation NCAR Cloud Microphysics Particle Probes MC3E dataset was collected during the Midlatitude Continental Convective Clouds Experiment (MC3E), which took place in central Oklahoma during the April-June 2011 period. The overarching goal was to provide the most complete characterization of convective cloud systems, precipitation, and the environment that has ever been obtained, providing constraints for model cumulus parameterization and space-based rainfall retrieval algorithms over land that had never before been available. The GPM Ground Validation NCAR Cloud Microphysics Particle Probes MC3E dataset was obtained from three instruments carried aboard the University of North Dakota (UND) Cessna Citation aircraft. These probes, the 2D-C, Cloud Imaging Probe (CIP) and High Volume Precipitation Spectrometer (HVPS-3), collected particle size distributions and particle images which were processed by the National Center for Atmospheric Research (NCAR). Data were collected April 22, 2011 through June 2, 2011.

restrictednotspecifiedApr 2025View details →
nasa28/100

OPERA Coregistered Single-Look Complex from Sentinel-1 Static Layers validated product (Version 1)

The Observational Products for End-Users from Remote Sensing Analysis (OPERA) Coregistered Single-Look Complex (CSLC) from Sentinel-1 (S1) Static Layers (CSLC-S1-STATIC) validated product contains static radar geometry layers associated with the OPERA Coregistered Single-Look Complex (CSLC) from Sentinel-1 (S1) validated product. Due to the S1 mission’s narrow orbital tube, radar-geometry layers vary slightly over time for each position on the ground, and therefore are considered static. These static layers are provided separately from the OPERA CSLC-S1 product, as they are produced only once or a limited number of times, to account for changes in the DEM, in the S1 orbit, or in the static layers generation algorithm. Each OPERA CSLC-S1-STATIC product is distributed as a Hierarchical Data Format version 5 (HDF5) file following the CF-1.8 convention containing both data raster layers and product metadata and corresponds to matching CSLC-S1 products with the same burst ID. OPERA CSLC-S1 products are available over North America which includes the USA and U.S. Territories, Canada within 200 km of the U.S. border, and all mainland countries from the southern U.S. border down to and including Panama. The CSLC-S1 products are available in the associated OPERA Coregistered Single-Look Complex from Sentinel-1 validated product (Version 1) dataset.

restrictednotspecifiedApr 2025View details →
geo24/100

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.

openGEO-OpenJan 2026View details →
geo24/100

Discovery and validation of a prostate cancer genomic classifier that predicts early metastasis following radical prostatectomy

GEO Series GSE46691. Homo sapiens. 545 samples. Type: Expression profiling by array.

openGEO-OpenJul 2013View details →
geo24/100

The remodeling of bivalent chromatin is essential for mouse peri-implantation embryogenesis [hESC valid]

GEO Series GSE297673. Homo sapiens. 18 samples. Type: Genome binding/occupancy profiling by high throughput sequencing; Expression profiling by high throughput sequencing.

openGEO-OpenJul 2025View details →
geo24/100

Screening and validation of lncRNAs and circRNAs as miRNA sponges [siRNA, miRNA-2_0]

GEO Series GSE73689. Homo sapiens; synthetic construct. 10 samples. Type: Non-coding RNA profiling by array.

openGEO-OpenJul 2016View details →
geo24/100

Validation of systems biology derived molecular markers of donor organ status associated with long term allograft function

GEO Series GSE95026. Homo sapiens. 78 samples. Type: Expression profiling by array.

openGEO-OpenMay 2018View details →
geo24/100

Chromosomal microarray data for validation of copy-number variants detection from a low-coverage whole-genome sequencing approach in clinical samples

GEO Series GSE73191. Homo sapiens. 72 samples. Type: Genome variation profiling by array; Genome variation profiling by SNP array; SNP genotyping by SNP array.

openGEO-OpenOct 2015View details →
geo24/100

Protocol for 3D direct reprogramming of human glia into dopaminergic neurons with gene expression and immunocytochemistry validation

GEO Series GSE295219. Homo sapiens. 18 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenJan 2026View details →
geo24/100

MicroRNA expression profiles distinguish liposarcoma subtypes and implicate miR-145 and miR-451 as tumor suppressors (validation)

GEO Series GSE45363. Homo sapiens. 58 samples. Type: Non-coding RNA profiling by array.

openGEO-OpenMar 2014View details →
geo24/100

Discovery and validation of urinary molecular signature of early sepsis (validation cohort)

GEO Series GSE112098. Homo sapiens. 73 samples. Type: Expression profiling by array.

openGEO-OpenFeb 2020View details →
geo24/100

In-Flight Human Skeletal Muscle Tissue Chip Autonomous Payload: Validation of Fiber Type and Metabolic Changes Due to Space Flight

GEO Series GSE234465. Homo sapiens. 12 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenSep 2023View details →
geo24/100

Circulating Cell-Free RNA in Blood as a Host Response Biomarker for the Detection of Tuberculosis [validation_data]

GEO Series GSE255074. Homo sapiens. 60 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenFeb 2024View details →
geo24/100

Discovery, Validation and Mechanistic study of XPO1 inhibition in the Treatment of Triple Negative Breast Cancer

GEO Series GSE278241. Homo sapiens. 48 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenDec 2024View details →
geo24/100

Global analysis of enhancer targets: Bulk RNA-Seq validation

GEO Series GSE129825. Homo sapiens. 49 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenOct 2019View details →
geo24/100

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.

openGEO-OpenMay 2015View details →
geo24/100

Expression and functional validation of new p38α transcriptional targets in tumorigenesis

GEO Series GSE26762. Mus musculus. 6 samples. Type: Expression profiling by array.

openGEO-OpenNov 2011View details →
geo24/100

Longitudinal clinico-genomic data generation, drugable target development and multi-sites validation for drug development enhancement

GEO Series GSE183984. Homo sapiens. 113 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenSep 2021View details →
geo24/100

Transcriptomic Validation of ALS-Derived Motor Neurons Following m6A Hypomethylation Restoration

GEO Series GSE290244. Homo sapiens. 9 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenApr 2025View details →

ScienceDex guides

Understand access before you commit

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

Compare curated 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.

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

ScienceDex for faculty

Your academic CV and NIH biosketch

Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.