AndreaBozzo/ceres-open-data-index huggingface dataset:
SatCORPS CERES GEO Edition 4 Meteosat-8 Northern Hemisphere Version 1.0

CER_GEO_Ed4_MET08_NH_V01 is the Satellite Cloud and Radiation Property retrieval System (SatCORPS) Clouds and the Earth's Radiant Energy System (CERES) Geostationary Satellite (GEO) Edition 4 Meteosat-8 over the Northern Hemisphere (NH) Version 1.0 data product. Data was collected using the Spinning Enhanced Visible and Infrared Imager (SEVIRI) Instrument on the Meteosat-8 platform. Data collection for this product is complete. This data set comprises cloud micro-physical and radiation properties derived hourly from Meteosat-8 geostationary satellite imager data using the Langley Research Center (LaRC) SATCORPS algorithms supporting the CERES project. Each active geostationary satellite's cloud micro-physical and radiation properties are merged to create hourly global cloud properties that estimate fluxes between CERES instrument measurements to account for the changing diurnal cycle. The data set is arranged as files for each hour and in netCDF-4 format. The observations are at 4 km resolution (at nadir) and are sub-sampled to 8 km. CERES is a key Earth Observing System (EOS) program component. The CERES instruments provide radiometric measurements of the Earth's atmosphere from three broadband channels. The CERES missions follow the successful Earth Radiation Budget Experiment (ERBE) mission. The first CERES instrument, the protoflight model (PFM), was launched on November 27, 1997, as part of the Tropical Rainfall Measuring Mission (TRMM). Two CERES instruments (FM1 and FM2) were launched into polar orbit on board the Earth Observing System (EOS) flagship Terra on December 18, 1999. Two additional CERES instruments (FM3 and FM4) were launched on board Earth Observing System (EOS) Aqua on May 4, 2002. The CERES FM5 instrument was launched on board the Suomi National Polar-orbiting Partnership (NPP) satellite on October 28, 2011. The newest CERES instrument (FM6) was launched on board the Joint Polar-Orbiting Satellite System 1 (JPSS-1) satellite, now called NOAA-20, on November 18, 2017.

Tags: earth-science-clouds-atmosphere-cloud-microphysics-cloud-liquid-water-ice, earth-science-clouds-atmosphere-cloud-microphysics-cloud-optical-depth-thickness, earth-science-clouds-atmosphere-cloud-properties-cloud-base-height, earth-science-clouds-atmosphere-cloud-properties-cloud-base-pressure, earth-science-clouds-atmosphere-cloud-properties-cloud-base-temperature, earth-science-clouds-atmosphere-cloud-properties-cloud-fraction, earth-science-clouds-atmosphere-cloud-properties-cloud-midlayer-temperature, earth-science-clouds-atmosphere-cloud-properties-cloud-top-height, earth-science-clouds-atmosphere-cloud-properties-cloud-top-pressure, earth-science-clouds-atmosphere-cloud-properties-cloud-top-temperature
Organization: National Aeronautics and Space Administration
Sentinel-6A MF Jason-CS L2 P4 Altimeter High Resolution (HR) NTC Reduced Ocean Surface Topography F08

Provides L2 high resolution (HR) non-time critical (NTC; 60-day latency) altimetry from the Poseidon-4 SAR altimeter on the Sentinel-6A Michael Freilich spacecraft. It contains Sea Surface Height (SSH), Sea Surface Height Anomalies (SSHA) and Significant Wave Height (SWH), along with 1 Hz Ku-band measurements processed from L1B altimetry including the range, orbital altitude, time, and water vapour. It also includes altimetry corrections, significant wave height and wind-speed from the AMR-C. This release is reduced to exclude the 20 Hz observations that are included in the standard product. The S6A NTC product is analogous to the Jason-3 GDR product.

Tags: earth-science-ocean-waves-oceans-significant-wave-height, earth-science-sea-surface-topography-oceans-sea-surface-height
Organization: National Aeronautics and Space Administration
SMAP Level 1B Low Resolution Radar Sigma Naught Time Order Product (Version 1)

SMAP Level 1B Low Resolution Radar Sigma Naught Time Order Product (Version 1)

Tags: earth-science-platform-characteristics-spectral-engineering-orbital-characteristics, earth-science-radar-spectral-engineering-radar-imagery, earth-science-radar-spectral-engineering-sigma-naught, earth-science-soils-land-surface-soil-moisture-water-content
Organization: National Aeronautics and Space Administration
SMAP_L1A_RADAR_RECEIVE_ONLY_METADATA_V001

SMAP Level 1A Radar Receive Only Product Metadata Version 1

Tags: earth-observation-satellites-smap-nasa-decadal-survey-soil-moisture-active-and-passive-observat, earth-remote-sensing-instruments-imaging-radars-active-remote-sensing-smap-l-band-radar-smap-l, earth-science-platform-characteristics-spectral-engineering-orbital-characteristics, earth-science-radar-spectral-engineering-radar-imagery, earth-science-radar-spectral-engineering-sigma-naught
Organization: National Aeronautics and Space Administration
SatCORPS CERES GEO Edition 4 Meteosat-11 Northern Hemisphere Version 1.2

CER_GEO_Ed4_MET11_NH_V01.2 is the Satellite Cloud and Radiation Property retrieval System (SatCORPS) Clouds and the Earth's Radiant Energy System (CERES) Geostationary Satellite (GEO) Edition 4 Meteosat-11 over the Northern Hemisphere (NH) Version 1.2 data product. Data was collected using the Spinning Enhanced Visible and Infrared Imager (SEVIRI) Instrument on the Meteosat-11 platform. Data collection for this product is in progress. This data set comprises cloud micro-physical and radiation properties derived hourly from Meteosat-11 geostationary satellite imager data using the Langley Research Center (LaRC) SATCORPS algorithms supporting the CERES project. Each active geostationary satellite's cloud microphysical and radiation properties are merged to create hourly global cloud properties that estimate fluxes between CERES instrument measurements to account for the changing diurnal cycle. The data set is arranged as files for each hour and in netCDF-4 format. The observations are at 4 km resolution (at nadir) and are sub-sampled to 8 km. CERES is a key Earth Observing System (EOS) program component. The CERES instruments provide radiometric measurements of the Earth's atmosphere from three broadband channels. The CERES missions follow the successful Earth Radiation Budget Experiment (ERBE) mission. The first CERES instrument, the proto flight model (PFM), was launched on November 27, 1997, as part of the Tropical Rainfall Measuring Mission (TRMM). Two CERES instruments (FM1 and FM2) were launched into polar orbit onboard the Earth Observing System (EOS) flagship Terra on December 18, 1999. Two additional CERES instruments (FM3 and FM4) were launched onboard Earth Observing System (EOS) Aqua on May 4, 2002. The CERES FM5 instrument was launched onboard the Suomi National Polar-orbiting Partnership (NPP) satellite on October 28, 2011. The newest CERES instrument (FM6) was launched onboard the Joint Polar-Orbiting Satellite System 1 (JPSS-1) satellite, now called NOAA-20, on November 18, 2017.

Tags: earth-science-clouds-atmosphere-cloud-microphysics-cloud-liquid-water-ice, earth-science-clouds-atmosphere-cloud-microphysics-cloud-optical-depth-thickness, earth-science-clouds-atmosphere-cloud-properties-cloud-base-height, earth-science-clouds-atmosphere-cloud-properties-cloud-base-pressure, earth-science-clouds-atmosphere-cloud-properties-cloud-base-temperature, earth-science-clouds-atmosphere-cloud-properties-cloud-fraction, earth-science-clouds-atmosphere-cloud-properties-cloud-midlayer-temperature, earth-science-clouds-atmosphere-cloud-properties-cloud-top-height, earth-science-clouds-atmosphere-cloud-properties-cloud-top-pressure, earth-science-clouds-atmosphere-cloud-properties-cloud-top-temperature
Organization: National Aeronautics and Space Administration
SMAP_L1A_RADAR_RECEIVE_ONLY_QA_V001

SMAP Level 1A Radar Receive Only Data Quality Information Version 1

Tags: earth-observation-satellites-smap-nasa-decadal-survey-soil-moisture-active-and-passive-observat, earth-remote-sensing-instruments-imaging-radars-active-remote-sensing-smap-l-band-radar-smap-l, earth-science-platform-characteristics-spectral-engineering-orbital-characteristics, earth-science-radar-spectral-engineering-radar-imagery, earth-science-radar-spectral-engineering-sigma-naught
Organization: National Aeronautics and Space Administration
SMAP_L1A_RADAR_RECEIVE_ONLY_METADATA_V003

SMAP Level 1A Radar Receive Only Product Metadata Version 3

Tags: earth-observation-satellites-smap-nasa-decadal-survey-soil-moisture-active-and-passive-observat, earth-remote-sensing-instruments-imaging-radars-active-remote-sensing-smap-l-band-radar-smap-l, earth-science-platform-characteristics-spectral-engineering-orbital-characteristics, earth-science-radar-spectral-engineering-radar-imagery, earth-science-radar-spectral-engineering-sigma-naught
Organization: National Aeronautics and Space Administration
SMAP_L1A_RADAR_RECEIVE_ONLY_QA_V003

SMAP Level 1A Radar Receive Only Data Quality Information Version 3

Tags: earth-observation-satellites-smap-nasa-decadal-survey-soil-moisture-active-and-passive-observat, earth-remote-sensing-instruments-imaging-radars-active-remote-sensing-smap-l-band-radar-smap-l, earth-science-platform-characteristics-spectral-engineering-orbital-characteristics, earth-science-radar-spectral-engineering-radar-imagery, earth-science-radar-spectral-engineering-sigma-naught
Organization: National Aeronautics and Space Administration
SMAP_L1B_SIGMA_NAUGHT_LOW_RES_METADATA_V001

SMAP Level 1B Sigma Naught Low Res Product Metadata

Tags: earth-science-platform-characteristics-spectral-engineering-orbital-characteristics, earth-science-radar-spectral-engineering-radar-imagery, earth-science-radar-spectral-engineering-sigma-naught, earth-science-soils-land-surface-soil-moisture-water-content
Organization: National Aeronautics and Space Administration
SMAP_L1A_RADAR_RECEIVE_ONLY_V001

SMAP Level 1A Radar Receive Only Product Version 1

Tags: earth-observation-satellites-smap-nasa-decadal-survey-soil-moisture-active-and-passive-observat, earth-remote-sensing-instruments-imaging-radars-active-remote-sensing-smap-l-band-radar-smap-l, earth-science-platform-characteristics-spectral-engineering-orbital-characteristics, earth-science-radar-spectral-engineering-radar-imagery, earth-science-radar-spectral-engineering-sigma-naught
Organization: National Aeronautics and Space Administration
SMAP_L1C_SIGMA_NAUGHT_HIGH_RES_METADATA_V001

SMAP Level 1C Sigma Naught High Res Product Metadata

Tags: earth-science-platform-characteristics-spectral-engineering-orbital-characteristics, earth-science-radar-spectral-engineering-radar-imagery, earth-science-radar-spectral-engineering-sigma-naught, earth-science-soils-land-surface-soil-moisture-water-content
Organization: National Aeronautics and Space Administration
SMAP_L1B_SIGMA_NAUGHT_LOW_RES_METADATA_V003

SMAP Level 1B Sigma Naught Low Res Product Metadata Version 3

Tags: earth-observation-satellites-smap-nasa-decadal-survey-soil-moisture-active-and-passive-observat, earth-remote-sensing-instruments-imaging-radars-active-remote-sensing-smap-l-band-radar-smap-l, earth-science-platform-characteristics-spectral-engineering-orbital-characteristics, earth-science-radar-spectral-engineering-radar-imagery, earth-science-radar-spectral-engineering-sigma-naught
Organization: National Aeronautics and Space Administration
SMAP_L1A_RADAR_RECEIVE_ONLY_V003

SMAP Level 1A Radar Receive Only Product Version 3

Tags: earth-observation-satellites-smap-nasa-decadal-survey-soil-moisture-active-and-passive-observat, earth-remote-sensing-instruments-imaging-radars-active-remote-sensing-smap-l-band-radar-smap-l, earth-science-platform-characteristics-spectral-engineering-orbital-characteristics, earth-science-radar-spectral-engineering-radar-imagery, earth-science-radar-spectral-engineering-sigma-naught
Organization: National Aeronautics and Space Administration
SMAP_L1B_SIGMA_NAUGHT_LOW_RES_QA_V002

SMAP Level 1B Sigma Naught Low Res Data Quality Info Version 2

Tags: earth-observation-satellites-smap-nasa-decadal-survey-soil-moisture-active-and-passive-observat, earth-remote-sensing-instruments-imaging-radars-active-remote-sensing-smap-l-band-radar-smap-l, earth-science-platform-characteristics-spectral-engineering-orbital-characteristics, earth-science-radar-spectral-engineering-radar-imagery, earth-science-radar-spectral-engineering-sigma-naught
Organization: National Aeronautics and Space Administration
SEASAT SCATTEROMETER DEALIASED OCEAN WIND VECTORS (JPL-UCLA-AES)

Contains dealiased ocean wind vector components (zonal and meridional) derived from the Seasat-A Scatterometer (SASS) provided on a global 1x1 degree grid. Dealiasing of the SASS data was achieved manually using ship observations in a joint effort between JPL, UCLA and AES. This data set underwent restoration in 1997. Data are provided in ASCII text files at six hour intervals.

Tags: earth-science-ocean-winds-oceans-surface-winds-10-meter-ocean-surface-wind-velocity
Organization: National Aeronautics and Space Administration
SMAP_L1B_SIGMA_NAUGHT_LOW_RES_METADATA_V002

SMAP Level 1B Sigma Naught Low Res Product Metadata Version 2

Tags: earth-observation-satellites-smap-nasa-decadal-survey-soil-moisture-active-and-passive-observat, earth-remote-sensing-instruments-imaging-radars-active-remote-sensing-smap-l-band-radar-smap-l, earth-science-platform-characteristics-spectral-engineering-orbital-characteristics, earth-science-radar-spectral-engineering-radar-imagery, earth-science-radar-spectral-engineering-sigma-naught
Organization: National Aeronautics and Space Administration
SMAP_L1C_SIGMA_NAUGHT_HIGH_RES_QA_V001

SMAP Level 1C Sigma Naught High Res Data Quality Info

Tags: earth-science-platform-characteristics-spectral-engineering-orbital-characteristics, earth-science-radar-spectral-engineering-radar-imagery, earth-science-radar-spectral-engineering-sigma-naught, earth-science-soils-land-surface-soil-moisture-water-content
Organization: National Aeronautics and Space Administration
Seasonal Antarctic Sea Ice Extent Reconstructions, 1905-2020, Version 1

These data are reconstructed seasonal Antarctic sea ice extent (SIE) for 1905 through 2020. They are provided along with uncertainty estimates and metadata that describe aspects of the reconstruction process that produced the SIE data. Reconstructed SIE ensembles are given for the entire Southern Ocean. The data files are available in comma-separated values format (.csv) and NetCDF-3 format (.nc).

Tags: earth-science-sea-ice-cryosphere-ice-extent
Organization: National Aeronautics and Space Administration
Seasonal and annual dynamics of frozen ground, central highland of Iceland, Version 1

This dataset documents a nine-year study to investigate the seasonal and annual dynamics of frozen ground and explore the relationship with environmental factors. The presence/absence of frozen ground and active layer thickness were recorded three times over the growing season (4-7 July, 1-4 August, and 20-24 August) at 51 permanent points in different plant communities and on 12 palsas (Thorhallsdottir 1996, p. 237). Sample size is variable: 33 permanent measurement stations in 1983, 29 in 1984, 63 in 1985-1991. Active layer depth measurement sites averaged 51 over the span of the data set. Data include mean active layer depth (and standard error) in early July and early August (for palsas and with palsas excluded); monthly degree days above zero, precipitation, snow depth, and frost degree days (i.e., below zero.) Data are presented on the CAPS Version 1.0 CD-ROM, June 1998.

Tags: earth-science-atmospheric-temperature-atmosphere-degree-days, earth-science-frozen-ground-cryosphere-active-layer-active-layer, earth-science-frozen-ground-cryosphere-permafrost-permafrost, earth-science-frozen-ground-cryosphere-seasonally-frozen-ground-seasonally-frozen-ground, earth-science-frozen-ground-land-surface-active-layer-active-layer, earth-science-frozen-ground-land-surface-permafrost-permafrost, earth-science-frozen-ground-land-surface-seasonally-frozen-ground-seasonally-frozen-ground, earth-science-snow-ice-cryosphere-snow-depth-snow-depth, earth-science-snow-ice-terrestrial-hydrosphere-snow-depth-snow-depth
Organization: National Aeronautics and Space Administration
Seasonal frost penetration, Sleepers River Research Watershed, Vermont, USA, Version 1

The frost tube network is located within a 3.25-square-mile sub-watershed of the Sleepers River Research Watershed near Danville, Vermont, USA. Tubes were positioned in forested and non-forested cover types. The forest cover includes beech, birch, maple hardwoods with a 7% slope and 240 degree aspect, mixed conifer (spruce and balsam) and hardwoods with a 3% slope and 240 degree aspect, and coniferous forest with a 3% slope and 240 degree aspect. The open areas include two large non-cultivated agricultural fields (with approximate 5% slopes and aspects of 240 and 15 degrees) and a small heavily instrumented opening. Site data were generally recorded weekly. Snow depth was measured with a metal meter ruler while frost readings were measured from a plastic tube filled with methylene blue dye suspended in a PVC outer tube. Data cover winter seasons 1983-84 to 1992-93 only. These data are presented on the CAPS Version 1.0 CD-ROM, June 1998.

Tags: earth-science-frozen-ground-cryosphere-active-layer, earth-science-snow-ice-cryosphere-freeze-thaw, earth-science-snow-ice-cryosphere-snow-depth, earth-science-vegetation-biosphere-forest-composition-vegetation-structure, earth-science-vegetation-biosphere-vegetation-cover
Organization: National Aeronautics and Space Administration
SeaWiFS Deep Blue Aerosol Optical Depth and Angstrom Exponent Daily Level 3 Data Gridded at 0.5 Degrees V004 (SWDB_L305) at GES DISC

The SeaWiFS Deep Blue (SWDB) Level 3 daily global gridded (0.5 x 0.5 deg) data is derived from SeaWiFS Deep Blue Level 2 data. In most cases, each data field represents the arithmetic mean of all cells whose latitude and longitude places it within the bounds of each grid element. Furthermore, only cells measured on the day of interest are included in this calculation. The local date based on the longitude of the cell is calculated from the time of measurement. If the local date equals the day of interest, the cell is included in the L3 data processing. The primary data parameters are aerosol optical thickness, and Angstrom exponent.

Tags: earth-science-aerosols-atmosphere-aerosol-optical-depth-thickness-angstrom-exponent, earth-science-aerosols-atmosphere-aerosol-optical-depth-thickness-aod, earth-science-atmospheric-radiation-atmosphere-optical-depth-thickness
Organization: National Aeronautics and Space Administration
SeaWiFS Deep Blue Aerosol Optical Depth and Angstrom Exponent Monthly Level 3 Data Gridded at 0.5 Degrees V004 (SWDB_L3M05) at GES DISC

The SeaWiFS Deep Blue Level 3 monthly product contains monthly global gridded (0.5 x 0.5 deg) Version 4 data derived from SeaWiFS Deep Blue Level 3 daily gridded data at the same spatial resolution. The primary data parameters are aerosol optical thickness, and Angstrom exponent.

Tags: earth-science-aerosols-atmosphere-aerosol-optical-depth-thickness-angstrom-exponent, earth-science-aerosols-atmosphere-aerosol-optical-depth-thickness-aod, earth-science-atmospheric-radiation-atmosphere-optical-depth-thickness
Organization: National Aeronautics and Space Administration
Soil Moisture Data: Peck (FIFE)

Water content measurements by gravimetric methods involve weighing a wet sample, removing the water via drying in an oven, and reweighing the sample to determine the amount of water removed. Water content then is obtained by dividing the difference between wet and dry masses by the mass of the dry sample to obtain the ratio of the mass of water to the mass of dry soil. When multiplied by 100, this becomes the percentage of water in the sample on a dry-mass (or, as often expressed, on a dry-weight) basis. Soil moisture determined using the gravimetric method was measured at 800 sites along 24 transects. These transects were over flown by the airborne Gamma Radiation System used to measure soil moisture. These data are useful for comparison of airborne and ground soil moisture data. This analysis for the airborne Gamma Radiation System, using completely independent soil moisture data showed that the root mean square error of 97 flights was 3.02 percent soil moisture, with a bias of less than 0.5 percent soil moisture (Carroll et al., 1988).

Tags: earth-science-soils-agriculture-soil-moisture-water-content, earth-science-soils-land-surface-soil-moisture-water-content
Organization: National Aeronautics and Space Administration
SEASAT SCATTEROMETER DERIVED GLOBAL GRIDDED MONTHLY OCEAN WIND STRESS (Chelton)

Contains monthly averaged ocean surface wind stress derived from Seasat-A Scatterometer (SASS) wind retrievals, from July 1978 until October 1978, gridded on a 2.5-degree by 2.5 degree global grid. The vector average wind stress is stored in units of dynes per centimeter squared (dyn/cm^2). Data is provided in formatted ASCII text. The primary data set used to construct these wind stress fields consists of 96 days of SASS vector winds supplied by Robert Atlas at GSFC. The directional ambiguities in the raw SASS data had been objectively removed using the GSFC Laboratory for Atmospheric Sciences atmospheric general circulation model.

Tags: earth-science-ocean-winds-oceans-wind-stress-ocean-surface-wind-stress-vectors
Organization: National Aeronautics and Space Administration
SEDIMENT ANALYSIS NETWORK FOR DECISION SUPPORT (SANDS) MODIS GEOLOGICAL SURVEY OF AL (GSA) ANALYSIS V1

The Sediment Analysis Network for Decision Support (SANDS) MODIS Geological Survey of AL (GSA) Analysis dataset consists of geoTIFF images were analyzed for sediment redistribution after hurricanes on the Gulf of America. These are seasonal data for storms from September 14, 2000 to September 8, 2008. In addition to the analyzed files, the data files include the ESRI files for zipped bands and/or grids, metadata, and storm temporal information for the sediment analysis images. The Geological Survey of Alabama (GSA) generated this dataset from geoTIFF MODIS images as part of the Sediment Analysis Network for Decision Support (SANDS) project.

Tags: earth-science-coastal-processes-oceans-erosion, earth-science-coastal-processes-oceans-sediment-transport, earth-science-coastal-processes-oceans-sedimentation, earth-science-erosion-sedimentation-land-surface-erosion, earth-science-erosion-sedimentation-land-surface-sediment-transport, earth-science-erosion-sedimentation-land-surface-sedimentation, earth-science-erosion-sedimentation-land-surface-sediments, earth-science-marine-sediments-oceans-sedimentation
Organization: National Aeronautics and Space Administration
Soil Organic Carbon Distributions in Tidal Wetlands of the Northeastern USA

This dataset provides estimates of soil organic carbon (SOC) in tidal wetlands for the northeastern United States. The data cover the period 1998-2018. Northeastern U.S. tidal wetlands and bordering areas were harmonized from government agencies [U.S. Department of Agriculture - Natural Resources Conservation Service (USDA-NRCS), National Cooperative Soil Survey (NCSS), USDA-NRCS - Rapid Carbon Assessment (RaCA), U.S. Environmental Protection Agency - National Wetland Condition and Assessment (EPA-NWCA)] and published studies. Point data for carbon stocks (in kg m-2) at four soil depths (0-5, 0-30, 0-100, and 0-200 cm) are included. SOC for the four depths was predicted for eight regional zones using regression models driven by environmental covariates. Two methods were used to estimate parameters for these models, a Random Forest (RF) Ranger method and a Quantile Regression Forest (QRF) model. The distribution of SOC was predicted for tidal wetland cover types mapped by Correll et al. (2019). Predictions and uncertainties are available at a 3 m resolution.

Tags: earth-science-ecosystems-biosphere-aquatic-ecosystems-wetlands, earth-science-soils-land-surface-carbon
Organization: National Aeronautics and Space Administration