AndreaBozzo/ceres-open-data-index huggingface dataset:
NESDIS Global 50-km twice weekly sea surface temperature (SST) product, 2001 to 2016

Product shows global sea surface temperatures in degrees C. It is a composite gridded-image derived from 8-km resolution Global SST Observations and is generated twice weekly (Tuesday and Saturday) on a global scale. SST is defined as the skin temperature of the ocean surface water.

Tags: 50 km, level 4, oceanography, satelliteobservation
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Marine animal satellite telemetry location and profile data from the U.S. Animal Telemetry Network (ATN)

This dataset contains satellite telemetry location and profile data collected from satellite-linked tags deployed on marine animals and contributed by organizations that are part of the U.S. Animal Telemetry Network (ATN). The data were submitted to the U.S. Animal Telemetry Network (ATN) Data Assembly Center, and were aggregated, managed, and displayed through the ATN data portal, hosted by the National Oceanic and Atmospheric Administration (NOAA) U.S. Integrated Ocean Observing System (IOOS) office. A subset of individual deployments were made available as netCDF files to the NOAA National Centers for Environmental Information (NCEI) for ATN by Axiom Data Science.

Tags: 2001-2020, 2005-2018, 2007-2025, 2009-2012, a dataset from bio-loggers deployed on adult bearded seals (erignathus barbatus) in kotzebue sound, a dataset from bio-loggers deployed on ribbon seals (histriophoca fasciata) and spotted seals (phoca, alaska, animal telemetry network, arctic ocean, atn, bearded seal, beaufort sea, bering sea, biological_taxon_lsid, biological_taxon_name, blainville's beaked whale, carcharodon carcharias, cetacean, chukchi sea, depth, east siberian sea, erignathus barbatus, false killer whale, fish, globicephala macrorhynchus, great white shark, gulf of alaska, hawaiian islands humpback whale national marine sanctuary, histriophoca fasciata, integrated ocean observing system, ioos, kara sea, land-sea mammals, latitude, longitude, mesoplodon densirostris, north pacific ocean, northwestern passages, norwegian sea, oceanography, odontocete tagging in the main hawaiian islands, papahanaumokuakea marine national monument, phoca largha, project white shark: juvenile satellite biotelemetry, pseudorca crassidens, ribbon seal, satellite telemetry tag, sea okhotsk, short-finned pilot whale, spotted seal, trajectory, usa, wildlife computers fluorometer, wildlife computers mk10-a, wildlife computers splash, wildlife computers splash gps, wildlife computers splash10, wildlife computers splash10-f, wildlife computers spot, wildlife computers spot5
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
H13298: NOS Hydrographic Survey , 2019-12-21

The National Oceanic and Atmospheric Administration (NOAA) has the statutory mandate to collect hydrographic data in support of nautical chart compilation for safe navigation and to provide background data for engineers, scientific, and other commercial and industrial activities. Hydrographic survey data primarily consist of water depths, but may also include features (e.g. rocks, wrecks), navigation aids, shoreline identification, and bottom type information.
							NOAA is responsible for archiving and distributing the source data as described in this metadata record.

Tags: acoustic sounders, bathymetry, bathymetry/seafloor topography, continent, doc/noaa/nesdis/ncei, doc/noaa/nesdis/ngdc, earth remote sensing instruments, earth science, global positioning system/inertial measurement unit, gps, gps receivers, gps/imu, hydrographic surveys for selected locations within the united states (hydro_bathy_2006), in situ ocean-based platforms, in situ/laboratory instruments, marine sediments, mbes, msbs, multibeam mapping system, multibeam swath bathymetry system, national centers for environmental information, national geophysical data center, nesdis, noaa, north america, ocean, oceans, passive remote sensing, positioning/navigation, profilers/sounders, seafloor topography, sediment composition, ships, sonar, sound navigation and ranging, southern chesapeake bay, u.s. department of commerce, united states of america, water depth, white shoal, wisconsin
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
H13268: NOS Hydrographic Survey , 2020-01-13 13:13:12.0

The National Oceanic and Atmospheric Administration (NOAA) has the statutory mandate to collect hydrographic data in support of nautical chart compilation for safe navigation and to provide background data for engineers, scientific, and other commercial and industrial activities. Hydrographic survey data primarily consist of water depths, but may also include features (e.g. rocks, wrecks), navigation aids, shoreline identification, and bottom type information.
							NOAA is responsible for archiving and distributing the source data as described in this metadata record.

Tags: 12 nm south of mobile point, acoustic sounders, alabama, bathymetry, bathymetry/seafloor topography, chandeleur islands, continent, doc/noaa/nesdis/ncei, doc/noaa/nesdis/ngdc, earth remote sensing instruments, earth science, global positioning system/inertial measurement unit, gps, gps receivers, gps/imu, hydrographic surveys for selected locations within the united states (hydro_bathy_2006), in situ ocean-based platforms, in situ/laboratory instruments, louisiana, marine sediments, mbes, msbs, multibeam mapping system, multibeam swath bathymetry system, national centers for environmental information, national geophysical data center, nesdis, noaa, north america, ocean, oceans, passive remote sensing, positioning/navigation, profilers/sounders, seafloor topography, sediment composition, ships, sonar, sound navigation and ranging, u.s. department of commerce, united states of america, water depth
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Transparency in Coverage PUF - PY2026

The Transparency in Coverage PUF (TC-PUF) is one of the files that comprise the Health Insurance Exchange Public Use Files. The PUF contains data on issuer and plan-level claims, appeals, and active URL data. The PY2026 PUF contains data from PY2024 for issuers participating in the Exchanges in PY2024.

Tags: exchange-puf, marketplace-puf, py2026, transparency-in-coverage
Organization: U.S. Department of Health & Human Services
Transparency in Coverage PUF - PY2025

The Transparency in Coverage PUF (TC-PUF) is one of the files that comprise the Health Insurance Exchange Public Use Files. The PUF contains data on issuer and plan-level claims, appeals, and active URL data. The PY2025 PUF contains data from PY2023 for issuers participating in the Exchanges in PY2023.

Tags: exchange-puf, marketplace-puf, py2025, transparency-in-coverage
Organization: U.S. Department of Health & Human Services
Transparency in Coverage PUF - PY2024

The Transparency in Coverage PUF (TC-PUF) is one of the files that comprise the Health Insurance Exchange Public Use Files. The PUF contains data on issuer and plan-level claims, appeals, and active URL data. The PY2024 PUF contains data from PY2022 for issuers participating in the Exchanges in PY2022.

Tags: exchange-puf, marketplace-puf, py2024, transparency-in-coverage
Organization: U.S. Department of Health & Human Services
Gulf of Maine - Water Salinity, Temperature and Sigma t (density) data from 1981 to 2005

This table contains water salinity, temperature and sigma t (density) data from 1981 to 2005 binned at 10 meter depth intervals (from 300 meters up to 0 meters)  for the Gulf of Maine.  It was acquired from the Canadian Fisheries and Oceans Hydrographic database, which covers an area defined by 35 deg - 80 deg N and 42 deg - 100 deg W, and contains over 500,000 temperature-salinity profiles for the Northwest Atlantic from 1910 to the present. The data comes from a variety of sources including hydrographic bottles, CTD casts (either up or down casts), spatially and temporally averaged Batfish tows, and expendable, digital or mechanical bathythermographs. Near real-time data in the form of IGOSS Bathy or Tesac messages are also included. Updates are made monthly.

Tags: 1981-2005, doc/noaa/nos/nccos, environmental monitoring, gulf of maine, national centers for coastal ocean science, national ocean service, noaa, sbnms_assess_water_strat, stellwagen bank national marine sanctuary, tides/currents, u.s. department of commerce, water column profile, water density, water salinity, water temperature
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
XCRX  - Sandy Point NWR, USVI Aggregated Meteorological Observations

Realtime-Historical aggregated dataset from the Mesonet meteorological station network funded by CARICOOS and operated by Weatherflow Inc.

Tags: air_pressure, air_temperature, caribbean coastal ocean observing system (caricoos), latitude, longitude, relative_humidity, station_name, time, wind_from_direction, wind_speed, wind_speed_of_gust
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA TIFF Image - NF13_PR_7125_bathy_4m.tif - Benthic Habitat Characterization - NOAA Ship Nancy Foster - M-I907-NF-12 (2012), UTM 20N NAD83

This image represents a 4 meter resolution bathymetry of a reef shelf/bank and the steep canyons and slopes of the NE Reserve, offshore of Fajardo, Puerto Rico. The M-I907-NF-13 survey was split into two sites: W00247 in the west and W00246 in the east. NOAA's NOS/NCCOS/CCMA Biogeography Team, in collaboration with NOAA vessel Nancy Foster and territory, federal, and private sector partners, acquired multibeam bathymetry data in the Northeast Grand Reserve from 3/05/2013 to 3/29/2013. Data was acquired with a hull-mounted Reson 7125 multibeam echosounder (400 kHz) and processed by a NOAA contractor using CARIS HIPS software. Data has all correctors applied (attitude, sound velocity) and has been reduced to mean lower low water (MLLW) using final approved tides from NOAA COOPS. Data is in UTM zone 20 north, datum NAD83. The bathymetry data were geometrically and radiometrically corrected using Hypack 2013 acquisition software. The project was conducted to meet IHO Order 1 and 2 accuracy standards, dependant on the project area and depth. All users should individually evaluate the suitability of this data according to their own needs and standards.

Tags: 201303, aquatic habitat, bathymetry, bathymetry/seafloor topography, bathymetry/topography, benthic, biogeography, biosphere, caribbean sea, coral, country/territory, description, doc/noaa/nos/nccos, earth science, fajardo, geographic information, geotiff, gis, habitat, integrated ocean and coastal mapping, iocm, mbes, multibeam, nancy foster, national centers for coastal ocean science, national ocean service, ner, noaa, northeast grand reserve, northeast grand reserve ecological corridor, oceans, puerto rico, raster, reef, reef habitat, reson 7125, seafloor, seafloormapping_uscaribbean_2004toongoing, sonar, u.s. department of commerce, united states of america, w00246, w00247
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Product Data for Newly Reported Drugs in the Medicaid Drug Rebate Program 2023-12-18-to-2023-12-24

The data below contains newly reported, active covered outpatient drugs which were reported by participating drug manufacturers since the last quarterly update of the Drug Products in the Medicaid Drug Rebate Program (MDRP) database.

Tags: drug-rebate-program
Organization: U.S. Department of Health & Human Services
H13262: NOS Hydrographic Survey , 2020-01-08

The National Oceanic and Atmospheric Administration (NOAA) has the statutory mandate to collect hydrographic data in support of nautical chart compilation for safe navigation and to provide background data for engineers, scientific, and other commercial and industrial activities. Hydrographic survey data primarily consist of water depths, but may also include features (e.g. rocks, wrecks), navigation aids, shoreline identification, and bottom type information.
							NOAA is responsible for archiving and distributing the source data as described in this metadata record.

Tags: 19 nm east of freemason islands, acoustic sounders, bathymetry, bathymetry/seafloor topography, chandeleur islands, continent, doc/noaa/nesdis/ncei, doc/noaa/nesdis/ngdc, earth remote sensing instruments, earth science, global positioning system/inertial measurement unit, gps, gps receivers, gps/imu, hydrographic surveys for selected locations within the united states (hydro_bathy_2006), in situ ocean-based platforms, in situ/laboratory instruments, louisiana, marine sediments, mbes, msbs, multibeam mapping system, multibeam swath bathymetry system, national centers for environmental information, national geophysical data center, nesdis, noaa, north america, ocean, oceans, passive remote sensing, positioning/navigation, profilers/sounders, seafloor topography, sediment composition, ships, sonar, sound navigation and ranging, u.s. department of commerce, united states of america, water depth
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
High Mountain Asia Multitemporal Landslide Inventory for the Pumqu/Arun River Basin V001

The transboundary Pumpqu/Arun River basin spreads across Nepal and Tibet. Nearly 95% of the basin lies in Tibet through which the Pumpqu River flows. The river is named the Arun River once it enters Nepal. Five large hydropower projects (in total about 3,163 MW) are currently under construction or are planned for the Arun River valley. Rainfall and earthquake-induced landslides, landslide dammed lakes, and landslide-induced glacial lake outburst floods pose major risks to the smooth operation of these projects. This data set is a multitemporal landslide inventory covering the whole Pumpqu/Arun River basin. It was generated in support of the World Bank’s Risk Assessment of Landslides in the Upper Arun Hydropower Project.

Tags: earth-science, erosion-sedimentation, land-surface
Organization: National Aeronautics and Space Administration
Sounder SIPS: Suomi NPP CrIMSS Level 2 CLIMCAPS Full Spectral Resolution: Atmosphere cloud and surface geophysical state V2 at GES DISC

The CLIMCAPS (Community Long-term Infrared Microwave Coupled Product System) algorithm is used to analyze data from the Cross-track Infrared Sounder/Advanced Technology Microwave Sounder (CrIS/ATMS) instruments, also known as CrIMSS (Cross-track Infrared and Microwave Sounding Suite). The CrIS/ATMS instruments used for this product are on board the Suomi National Polar-orbiting Partnership (SNPP) platform and use the Full Spectral Resolution (FSR) data. The CrIS instrument is a Fourier transform spectrometer with a total of 2211 FSR infrared sounding channels covering the longwave (645-1095 cm-1), midwave (1210-1750 cm-1), and shortwave (2000-2550 cm-1) spectral regions. The ATMS instrument  is a cross-track scanner with 22 channels in spectral bands from 23 GHz through 183 GHz.

The CLIMCAPS algorithm uses an Optimal Estimation methodology and uses an a-priori first guess to start the process. A CLIMCAPS sounding is comprised of a set of parameters that characterizes the full atmospheric state and includes a variety of geophysical parameters derived from the CrIMSS data. These include surface temperature and infrared emissivity; full atmosphere profiles of temperature, water vapor and ozone; infrared effective cloud top characteristics; carbon monoxide, methane, carbon dioxide, sulfur dioxide, nitrous oxide, and nitric acid.

A level 2 granule has been set as 6 minutes of data, 30 footprints cross track by 45 lines along track. There are 240 granules per day, with an orbit repeat cycle of approximately 16 day.
 
 The CLIMCAPS algorithm uses data from the second Modern-Era Retrospective analysis for Research and Applications (MERRA-2) as a first-guess for the atmospheric state.  Because MERRA-2 products typically have a latency from 3 to 7 weeks, so too do the CLIMCAPS products.

Tags: air-quality, altitude, atmosphere, atmospheric-chemistry, atmospheric-radiation, atmospheric-temperature, atmospheric-water-vapor, clouds, earth-science, land-surface, ocean-temperature, oceans, precipitation, surface-thermal-properties
Organization: National Aeronautics and Space Administration
Suomi-NPP VIIRS Level-Regional Regional 11µm Day/Night Sea Surface Temperature (SST) Data, version R2016.2

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).

Tags: earth-science, ocean-temperature, oceans
Organization: National Aeronautics and Space Administration
Land Surface Reflectance - 17-ETM+

The surface reflectance CDR is generated from specialized software called Landsat Ecosystem Disturbance Adaptive Processing System (LEDAPS). LEDAPS was originally developed through a National Aeronautics and Space Administration (NASA) Making Earth System Data Records for Use in Research Environments (MEaSUREs)grant by NASA Goddard Space Flight Center (GSFC) and the University of Maryland (Masek et al., 2006). The software applies Moderate Resolution Imaging spectroradiometer (MODIS) atmospheric correction routines to Level-1 Landsat Thematic Mapper (TM) or Enhanced Thematic Mapper Plus (ETM+)data.  Water,vapor, ozone, geopotential height, aerosol optical thickness,and digital elevation are input with Landsat data to the Second Simulation of a Satellite Signal in the Solar Spectrum (6S) radiative transfer models to generate top of atmosphere (TOA)reflectance, surface reflectance, brightness temperature, and masks for clouds, cloud shadows, adjacent clouds, land, and water.  The result is delivered as the Landsat surface reflectance CDR.

Tags: earth-science, land-surface, surface-radiative-properties, topography
Organization: National Aeronautics and Space Administration
Second International Diagnostic Competition - DXC'10

A framework to compare and evaluate diagnosis algorithms (DAs) has been created jointly by NASA Ames Research Center, Palo Alto Research Center, and Delft University of Technology. In this paper, we present the second implementation of this framework in a competition called DXC’10. The overall goal of this competition is to evaluate the performance of different diagnostic methods.  In order to accurately mimic diagnostic technology use in a real-world context, we have defined diagnostic problems driven by use cases representing different roles of diagnosis results. In the end, the competition pitted seven DAs competing in two diagnostic problems. The paper presents the systems used in DXC’10, a description of faults and data sets used for each diagnostic problem, a listing of participating DAs, the performance metrics and results computed from running the DAs with the framework, and an analysis of the results.

Tags: ames, dashlink, nasa
Organization: National Aeronautics and Space Administration
XBRO - Two Brothers, USVI Aggregated Meteorological Observations

Realtime-Historical aggregated dataset from the Mesonet meteorological station network funded by CARICOOS and operated by Weatherflow Inc.

Tags: air_pressure, air_temperature, caribbean coastal ocean observing system (caricoos), latitude, longitude, relative_humidity, station_name, time, wind_from_direction, wind_speed, wind_speed_of_gust
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
IceBridge Scintrex CS-3 Cesium Magnetometer L1B Geolocated Magnetic Anomalies V002

This data set contains magnetic field readings taken over Antarctica using the Scintrex CS-3 Cesium Magnetometer instrument. The data were collected as part of Operation IceBridge funded aircraft survey campaigns.

Tags: earth-science, geomagnetism, solid-earth
Organization: National Aeronautics and Space Administration
DXC'09 Industrial Track Competition Data

Competition data, including nominal and faulty scenarios, for Industrial Track Tier 1 and Tier 2 of the First International Diagnostic Competition. Three file formats are provided, tab-delimited .txt files, Matlab .mat files, and tab-delimited .scn files. The scenario (.scn) files are read by the DXC framework. See the DXC'09 Industrial Track Sample Data resource page for additional documentation, including system catalogs and schematics.

Note that a "rematch" took place after the competition at the DX-09 Workshop. The rematch data consisted of the data for the original competition plus new data sets taken specifically for the rematch.

Tags: ames, dashlink, nasa
Organization: National Aeronautics and Space Administration
Markov Modeling of Component Fault Growth Over A Derived Domain of Feasible Output Control Effort Modifications

This paper introduces a novel Markov process formulation of stochastic fault growth modeling, in order to facilitate the development and analysis of prognostics-based control adap- tation. A metric representing the relative deviation between the nominal output of a system and the net output that is ac- tually enacted by an implemented prognostics-based control routine, will be used to define the action space of the formu- lated Markov process. The state space of the Markov pro- cess will be defined in terms of an abstracted metric repre- senting the relative health remaining in each of the system’s components. The proposed formulation of component fault dynamics will conveniently relate feasible system output per- formance modifications to predictions of future component health deterioration.

Tags: ames, dashlink, nasa
Organization: National Aeronautics and Space Administration
CAMEX-4 DC-8 FORWARD AND NADIR VIDEO V1

The CAMEX-4 DC-8 Forward and NADIR Video dataset consists of DVDs which capture the forward and nadir views from the NASA DC-8 aircraft during CAMEX-4 flights. These videos contain timestamps and the recorded voice channels of the scientists and mission managers aboard the aircraft during flights studying storm conditions.  For further information and to obtain this data, please contact GHRC at support-ghrc@earthdata.nasa.gov

Tags: earth-science, spectral-engineering, visible-wavelengths
Organization: National Aeronautics and Space Administration