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1,709 results for “Reflectivity”

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nasa20/100

OLCI/Sentinel-3A L1 Reduced Resolution Top of Atmosphere Reflectance

The OLCI/Sentinel-3A L1 Reduced Resolution Top of Atmosphere Reflectance, S3A_OL_1_ERR is generated from the data aquired by the Ocean and Land Colour Instrument (OLCI) on board European Earth Observation satellite mission, SENTINEL-3. The OLCI is a push-broom imaging spectrometer that measures solar radiation reflected by the Earth at a ground spatial resolution of around 300m, over all surfaces, in 21 spectral bands. OLCI is based on the imaging design of ENVISAT's Medium Resolution Imaging Spectrometer (MERIS). It has a 1270km wide swath. For more information about the instrument and the mission, visit "Sentinel Online" at https://sentinel.esa.int/web/sentinel/home. The S3A_OL_1_ERR is a Level-1B product. This is composed of an information package map, called a manifest, 22 measurement data files, and seven annotation data files. The 21 measurement data files (one for each band) consist of Top Of Atmosphere (TOA) radiances, calibrated to geophysical units (W.m-2. sr-1 Micro meter-1), georeferenced onto the Earth's surface, and spatially resampled onto an evenly spaced grid. Seven annotation files provide information on illumination and observation geometry, environment data (meteorological data) and quality and classification flags. Both measurement data files and annotation data files are written in netCDF 4 format. The manifest file is in XML format and contains metadata associated with the instrument and the processing. The S3A_OL_1_EFR is generated in Earth Observation (EO) processing mode and all parameters in this product are provided for each re-gridded pixel on the product image and for each removed pixel. The OL_1_EFR product package is described below: Element name Description Manifest.safe SENTINEL-SAFE product manifest Oa##_radiance.nc Radiance for OLCI acquisition bands 01 to 21 Time_coordinates.nc Time stamp annotations Geo_coordinates.nc High resolution georeferencing data Quality_flags.nc Classification and quality flags Tie_geo_coordinates.nc Low resolution georeferencing data Tie_geometries.nc Sun and view angles Tie_meteo.nc ECMWF meteorology data Instrument_data.nc Instrument data note: Oa## represents all the OLCI channels (Oa1 to Oa21). For more information about the product, read the SENTINEL-3 OLCI User Guide at https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-olci

restrictednotspecifiedMar 2025View details →
nasa20/100

ROSETTA-ORBITER CHECKOUT OSIWAC 4 RVM1 RDR-REFLECT V1.0

This CODMAC level 4 data set contains radiometric calibrated and geometric distortion corrected (resampled) image data in reflectance units (normalized and thus without unit), acquired by the OSIRIS Wide Angle Camera on the Rosetta spacecraft during the RENDEZVOUS MANOEUVRE 1 mission phase, covering the period from 2010-09-04T00:00:00.000 to 2011-07-13T23:59:59.000. The prime objective was commissioning / calibration. Several targets of opportunity were observed, but none of them is identifiable as prime target. This version V1.0 is the first version of this dataset.

restrictedus-pdApr 2025View details →
nasa20/100

ROSETTA-ORBITER CHECKOUT OSINAC 4 RVM1 RDR-REFLECT V1.0

This CODMAC level 4 data set contains radiometric calibrated and geometric distortion corrected (resampled) image data in reflectance units (normalized and thus without unit), acquired by the OSIRIS Narrow Angle Camera on the Rosetta spacecraft during the RENDEZVOUS MANOEUVRE 1 mission phase, covering the period from 2010-09-04T00:00:00.000 to 2011-07-13T23:59:59.000. The prime objective was commissioning / calibration. Several targets of opportunity were observed, but none of them is identifiable as prime target. This version V1.0 is the first version of this dataset.

restrictedus-pdMar 2025View details →
nasa20/100

Suomi-NPP VIIRS Global Binned Normalized Difference Vegetation Index Land Reflectance Data, version R2022.0

The Visible and Infrared Imager/Radiometer Suite (VIIRS) is a multi-disciplinary instrument that is being flown on the Joint Polar Satellite System (JPSS) series of spacecraft, including the Suomi National Polar-orbiting Partnership (S-NPP) that launched in October 2011. JPSS is a multi-platform, multi-agency program that consolidates the polar orbiting spacecraft of NASA and the National Oceanic and Atmospheric Administration (NOAA). S-NPP is the initial spacecraft in this series, and VIIRS is the successor to MODIS for Earth science data product generation. VIIRS has 22 spectral bands ranging from 412 nm to 12 nm. There are 16 moderate-resolution bands (750m at nadir), 5 image-resolution bands (375m), and one day-night band (DNB).

restrictednotspecifiedApr 2025View details →
nasa20/100

ROSETTA-ORBITER STEINS OSIWAC 4 AST1 RDR-REFLECT V1.0

This CODMAC level 4 data set contains radiometric calibrated and geometric distortion corrected (resampled) image data in reflectance units (normalized and thus without unit), acquired by the OSIRIS Wide Angle Camera on the Rosetta spacecraft during the STEINS FLY-BY mission phase, covering the period from 2008-08-04T00:00:00.000 to 2008-10-05T23:59:59.000. The prime target is asteroid 2867 Steins. This version V1.0 is the first version of this dataset.

restrictedus-pdMar 2025View details →
nasa20/100

ROSETTA-ORBITER 67P OSIWAC 4 EXT3-MTP032 RDR-REFLECT V1.0

This CODMAC level 4 data set contains radiometric calibrated and geometric distortion corrected (resampled) image data in reflectance units (normalized and thus without unit), acquired by the OSIRIS Wide Angle Camera on the Rosetta spacecraft during the ROSETTA EXTENSION 3 mission phase, covering the period from 2016-07-26T23:25:00.000 to 2016-08-09T23:24:59.000. The prime target is comet 67P/Churyumov-Gerasimenko 1 (1969 R1). This version V1.0 is the first version of this dataset: Lien corrected dataset after October 2018 PSA/PDS external peer review.

restrictedus-pdMar 2025View details →
nasa20/100

ROSETTA-ORBITER 67P OSINAC 4 ESC3-MTP021 RDR-REFLECT V1.0

This CODMAC level 4 data set contains radiometric calibrated and geometric distortion corrected (resampled) image data in reflectance units (normalized and thus without unit), acquired by the OSIRIS Narrow Angle Camera on the Rosetta spacecraft during the COMET ESCORT 3 mission phase, covering the period from 2015-09-22T23:25:00.000 to 2015-10-20T23:24:59.000. The prime target is comet 67P/Churyumov-Gerasimenko 1 (1969 R1). This version V1.0 is the first version of this dataset: Lien corrected dataset after October 2018 PSA/PDS external peer review.

restrictedus-pdMar 2025View details →
nasa20/100

Terra MODIS Global Binned Remote-Sensing Reflectance (RRS) - NRT Data, version R2022.0

The Ocean Biology DAAC produces near real-time (quicklook) products using the best-available combination of ancillary data from meteorological and ozone data. As such, the inputs and the calibration used are less than optimal. Quicklook products provide a snapshot of the data during a short time period within a single orbit.

restrictednotspecifiedMar 2025View details →
nasa20/100

ROSETTA-ORBITER 67P OSIWAC 4 EXT2-MTP028 RDR-REFLECT V1.0

This CODMAC level 4 data set contains radiometric calibrated and geometric distortion corrected (resampled) image data in reflectance units (normalized and thus without unit), acquired by the OSIRIS Wide Angle Camera on the Rosetta spacecraft during the ROSETTA EXTENSION 2 mission phase, covering the period from 2016-04-05T23:25:00.000 to 2016-05-03T23:25:00.000. The prime target is comet 67P/Churyumov-Gerasimenko 1 (1969 R1). This version V1.0 is the first version of this dataset: Lien corrected dataset after October 2018 PSA/PDS external peer review.

restrictedus-pdApr 2025View details →
geo16/100

The effects of different chemical forms of iron fertilizer on cadium accumulation in dwarf Polish wheat are reflected in the differentially expressed genes

GEO Series GSE130170. Triticum polonicum. 10 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenApr 2019View details →
geo16/100

Rapid Disease Progression of Myelodysplastic Syndrome is Reflected in Transcriptomic and Functional Abnormalities of Bone Marrow MSCs

GEO Series GSE280881. Homo sapiens. 22 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenOct 2025View details →
geo16/100

Transcriptome States Reflect Imaging of Aging States

GEO Series GSE92588. Caenorhabditis elegans. 24 samples. Type: Expression profiling by array.

openGEO-OpenDec 2016View details →
geo16/100

Spatio-molecular gene expression reflects dorsal anterior cingulate cortex structure and function in the human brain [spatial transcriptomics]

GEO Series GSE296789. Homo sapiens. 21 samples. Type: Other.

openGEO-OpenSep 2025View details →
geo16/100

Discrepancy in SATB1 expression reflects the heterogeneity in cutaneous T cell lymphoma

GEO Series GSE144667. Homo sapiens. 3 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenDec 2020View details →
geo16/100

Spatio-molecular gene expression reflects dorsal anterior cingulate cortex structure and function in the human brain [snRNA-seq]

GEO Series GSE296731. Homo sapiens. 10 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenSep 2025View details →
geo16/100

Genome-wide loss of lineage fidelity is a hallmark of aging breast epithelia and reflects a biology convergent with susceptibility to cancer initiation

GEO Series GSE182338. Homo sapiens. 120 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenAug 2021View details →
geo16/100

tRNA regulation and amino acid usage bias reflect a coordinated metabolic adaptation in Plasmodium falciparum

GEO Series GSE226632. Plasmodium falciparum. 76 samples. Type: Expression profiling by high throughput sequencing; Non-coding RNA profiling by high throughput sequencing.

openGEO-OpenMay 2023View details →
geo16/100

A cellular model reflecting the phenotypic heterogeneity of squamous cell carcinoma

GEO Series GSE68930. Homo sapiens. 15 samples. Type: Expression profiling by array.

openGEO-OpenJan 2017View details →
geo16/100

The initial age-associated decline in early T-cell progenitors reflects fewer pre-thymic progenitors and altered signals in the bone marrow and thymus microenvironments

GEO Series GSE230723. Mus musculus. 12 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenApr 2024View details →
geo16/100

Transcriptomic analysis reflects the different lung injury patterns of E-cigarette components VEA and PG in mice

GEO Series GSE215850. Mus musculus. 21 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenMay 2023View 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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