AndreaBozzo/ceres-open-data-index huggingface dataset:
Daily 8-Hour Maximum and Annual O3 Concentrations for the Contiguous United States, 1-km Grids, v1 (2000 - 2016)

The Daily 8-Hour Maximum and Annual O3 Concentrations for the Contiguous United States, 1-km Grids, v1 (2000 - 2016) data set contains estimates of ozone concentrations at a high resolution in space (1 km x 1 km grid cells) and time (daily) for the years 2000 to 2016. These predictions incorporated various predictor variables such as Ozone (O3) ground measurements from the U.S. Environmental Protection Agency (EPA) Air Quality System (AQS) monitoring data, land-use variables, meteorological variables, chemical transport models and remote sensing data, along with other data sources. After imputing missing data with machine learning algorithms, a geographically weighted ensemble model was applied that combined estimates from three types of machine learners (neural network, random forest, and gradient boosting). The annual predictions were computed by averaging the daily 8-hour maximum predictions in each year for each grid cell. The results demonstrate high overall model performance with a cross-validated R-squared value against daily observations of 0.90 and 0.86 for annual averages.

Tags: atmosphere, atmospheric-chemistry, earth-science
Organization: National Aeronautics and Space Administration
Africa Climate Mobility Initiative (ACMI): Internal Migration Projections

The Africa Climate Mobility Initiative (ACMI) Internal Migration Projections project internal migration flows at 5-year intervals from 2020 to 2050 for a combination of 2 sets of Shared Socioeconomic Pathways (SSPs) scenarios and 3 sets of Representative Concentration Pathways (RCPs) scenarios. The unit of analysis is 7.5 arc-minutes, covering the entire African continent (approximately 15 km at the equator). These grid cells are drawn using a vector representation, and not a tessellation of grid cells (rasters). While the calibration and projection took place at a grid cell resolution of 2.5 arc-minutes, these data have been aggregated to a 7.5 arc-minute resolution. These data underpin the African Shifts Report, produced by the ACMI and enabled by the Global Centre for Climate Mobility (GCCM). The ACMI was launched in September 2021 as a joint initiative of the GCCM, the African Union Commission (AUC), the United Nations System (UN), and the World Bank.

Tags: earth-science, human-dimensions, population
Organization: National Aeronautics and Space Administration
TROPICS05 Pathfinder L2B Instantaneous Surface Rain Rate (ISRR) V0.2

The "Time-Resolved Observations of Precipitation structure and storm Intensity with a Constellation of Smallsats" (TROPICS) mission has a goal of providing nearly all-weather observations of three-dimensional temperature and humidity, as well as cloud ice and precipitation horizontal structure, at high temporal resolution to conduct high-value science investigations of tropical cyclones.  The mission comprises a constellation of five identical Space Vehicles (SVs) conforming to the 3U form factor and hosting a passive microwave spectrometer payload. 

Each SV hosts an identical high-performance spectrometer named the TROPICS Millimeter-wave Sounder (TMS) that will provide temperature profiles using seven channels near the 118.75-GHz oxygen absorption line, water vapor profiles using three channels near the 183-GHz water vapor absorption line, imagery in a single channel near 90 GHz for precipitation measurements (when combined with higher resolution water vapor channels), and a single channel near 205 GHz that is more sensitive to cloud-sized ice particles.

This dataset is from the TROPICS05 satellite and is the Provisional version of the Level 2B retrievals of instantaneous surface rain rate in units of mm/hr at G-band spatial resolution. The algorithm was adapted from the NASA Goddard Precipitation Retrieval and Profiling Scheme (PRPS). Each TROPICS netCDF file contains a granule of data with 81 spots and approximately 2880 scans, where a granule is defined as an orbit's worth of data.

Tags: earth-science, microwave, spectral-engineering
Organization: National Aeronautics and Space Administration
NEW HORIZONS
      LEISA KEM1
      CALIBRATED V2.0

This data set contains Calibrated data taken by the New Horizons Linear Etalon Imaging Spectral Array instrument during the KEM1 ENCOUNTER mission phase.  This is VERSION 2.0 of this data set. This data set contains LEISA observations taken for functional testing, and MU69 [ASTEROID 486958 (2014 MU69)] Encounter operations, including a test of a slow scan rate. Many LEISA Composition and System Scans along with some LEISA Scans as a LORRI Rider. This data set contains data acquired by the spacecraft between 08/14/2018 and 01/31/2019. It only includes data downlinked before 02/01/2019. Future datasets may include more data acquired by the spacecraft after 08/13/2018 but downlinked after 01/31/2019.

Tags: new-horizons-kuiper-belt-extended-mission, vega
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER 67P RSI 1/2/3
                                     COMET ESCORT 2 0845 V1.0

This is a Rosetta Radio Science data set, collected during the COMET ESCORT 2 phase 2015-03-11 to 2015-06-30. It is a Global Gravity measurement at the comet 67P and covers the time 2015-06-16T03:48:45.000 to 2015-06-16T05:15:07.500.

Tags: 67p-churyumov-gerasimenko-1-1969-r1, international-rosetta-mission
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER EARTH RPCICA 2 EAR3 UNCALIBRATED V1.0

This dataset contains RAW DATA from the RPCICA instrument on mission ROSETTA during the third flyby of Earth. The data contains observations of the solar wind in the vicinity of Earth and a passage through the Earth's magnetosphere, including some radiation belt data.

Tags: earth, international-rosetta-mission
Organization: National Aeronautics and Space Administration
CASSINI HIGH RATE DETECTOR V5.0

The High Rate Detector (HRD) from the University of Chicago is an independent part of the CDA instrument on the Cassini Orbiter that measures the dust flux and particle mass distribution of dust particles hitting the HRD detectors. This data set includes all data from the HRD through the end of 2008. Please refer to Srama et al. (2004) for a detailed HRD description.

Tags: calibration, cassini-huygens, dust
Organization: National Aeronautics and Space Administration
Airborne Precipitation Radar 3rd Generation (APR-3) CPEX V1

The Airborne Precipitation Radar 3rd Generation (APR-3) CPEX dataset consists of radar reflectivity, Doppler velocity for all bands, linear depolarization ratio Ku-band, and normalized radar cross section measurements at Ka- and Ku- bands data collected by the APR-3 onboard the NASA DC-8 aircraft. These data were gathered during the Convective Processes Experiment (CPEX) aircraft field campaign. CPEX collected data to help answer questions about convective storm initiation, organization, growth, and dissipation in the North Atlantic-Gulf of Mexico-Caribbean Oceanic region during the early summer of 2017. These data files are available from May 27, 2017 through June 24, 2017 in a HDF-5 file, with associated browse imagery in JPG format.

Tags: atmosphere, earth-science, precipitation, radar, spectral-engineering
Organization: National Aeronautics and Space Administration
ASTEROID OCCULTATIONS V1.0

This data set is a collection of reported timings of observed asteroid occultations though 1998, and reliable occultation diameters published through the given STOP TIME. The timing data are previously unpublished; the diameters are reproduced from Millis and Dunham (1989) and Dunham, et al. (2002).

Tags: asteroid, support-archives
Organization: National Aeronautics and Space Administration
U.S. Population Grids (Summary File 1), 2000: Houston Metropolitan Statistical Area, Alpha Version

The U.S. Population Grids (Summary File 1), 2000: Houston Metropolitan Statistical Area, Alpha Version data set contains an ARC/INFO Workspace with grids of demographic data from the 2000 census. The grids have a resolution of 7.5 arc-seconds (0.002075 decimal degrees), or approximately 250 square meters. The gridded variables are based on census block geography from Census 2000 TIGER/Line Files and census variables (population, households, and housing variables) from Summary File 1. This data set is produced by the Columbia University Center for International Earth Science Information Network (CIESIN).

Tags: earth-science, human-dimensions, population
Organization: National Aeronautics and Space Administration
Aqua MODIS Regional Ocean Color (OC) - Near Real Time (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.

Tags: aerosols, atmosphere, earth-science, national-geospatial-data-asset, ngda, ocean-chemistry, ocean-optics, oceans
Organization: National Aeronautics and Space Administration
GALILEO MAGNETOMETER CRUISE DATA (IRC COORDINATES)

This data set contains data acquired by the Galileo Magnetometer during the Interplanetary Cruise to Jupiter. The data are at varying resolution depending on the averaging constant applied by the instrument. These data have been fully processed to remove instrument response function characteristics. The data are provided in physical units (nanoTesla) and in 2 coordinate systems. This set of data files contains data in Inertial Rotor Coordinates (IRC= despun spacecraft).

Tags: galileo
Organization: National Aeronautics and Space Administration
VISSR/SMS-2 Level 1 Experimenter History Data V001 (VISSRSMS2L1EHT) at GES DISC

VISSRSMS2L1EHT is the Visible Infrared Spin-Scan Radiometer (VISSR) Level 1 Experimenter History Tape (EHT) data product from the second Synchronous Meteorological Satellite (SMS-2). Each data file contains a segment of the Earth with radiances that were measured in the visible (0.55 to 0.70 micrometer) and/or IR (10.5 to 12.6 micrometer) wavelengths with a spatial resolution of 0.9 and 8 km, respectively. Files also include time, geolocation, orbit, attitude, and telemetry information. A data file is structured with a header, followed by an IR scan line and then 8 visible scan lines (although some files only contain IR scans). Visible scans are at full resolution of 15288 pixels and a file will contain several hundred scan lines. IR scans are at 3822 pixels and up to a hundred scan lines. A full scan of the Earth was made every 20 minutes.

Data for this product are only available for 5 days: 1975/02/17, 1975/04/24, 1975/04/25, 1975/05/06, and 1975/08/28. The SMS-2 satellite was initially parked over the equator at longitude 105W on Feb 22, 1975 viewing the hemisphere below the satellite. It was moved to its final operational position at 135W on Dec 19, 1975. The VISSR experiment was operated by the NOAA National Environmental Satellite Data and Information Service (NESDIS), as well as scientists from NASA Goddard Space Flight Center.

This product was previously available from the NSSDC with the identifier ESAD-00039 (old ID 75-011A-04A).

Tags: earth-science, infrared-wavelengths, spectral-engineering
Organization: National Aeronautics and Space Administration
ASTEROID DYNAMICAL FAMILIES V3.0

This dataset contains the asteroid dynamical family classifications contained in Zappala, et al. (1995) [ZAPPALAETAL1995]. These are based on the heirarchical clustering method applied to the proper elements of Milani and Knezevic (1994) [MILANI&KNEZEVIC1994]. 12,487 asteroids, numbered and unnumbered, are included.

Tags: asteroid, support-archives
Organization: National Aeronautics and Space Administration
IHW COMET HALLEY POLARIMETRIC OBSERVATIONS V1.0

NASA's International Halley Watch (IHW) has created a Comet Halley Archive. The collection of data spans the full wavelength range as submitted by scientists to the IHW. The observations belong to one of the following Disciplines: Amateur, Astrometry, Infrared Studies, Large-Scale Phenomena, Meteor Studies, Near-Nucleus Studies, Photometry and Polarimetry, Radio Studies, and Spectroscopy and Spectrophotometry. The data collected by these nine disciplines were augmented by Spacecraft measurements. The data were submitted to IHW, but the evaluation and selection for the Archive has been the primary responsibility of the Discipline Specialist Teams for each network in cooperation with the Lead Center. The Photometry and Polarimetry Network collected 884 polarimetric observations for the Polarimetry Subnetwork. The majority of these observations (752) are expressed as 'percent polarization'. These data span the dates from 1985 September 13 through 1986 May 17.

Tags: halley, international-halley-watch
Organization: National Aeronautics and Space Administration
SAGE III Meteor-3M L2 Solar Event Species Profiles (HDF-EOS) V003

SAGE III Meteor-3M L2 Solar Event Species Profiles are Level 2 data files containing all the species products for a single solar event. The Stratospheric Aerosol and Gas Experiment III (SAGE III) obtains profile measurements of aerosol extinction, ozone, water vapor, nitrogen dioxide, nitrogen trioxide, chlorine dioxide, clouds, temperature and pressure in the mesosphere, stratosphere, and upper troposphere with a vertical resolution of 0.5 - 1 km resolution.SAGE III was a fourth generation, satellite-borne instrument and a crucial element in NASA's Earth Observing System (EOS) . The instrument was launched on the Russian Meteor-3M spacecraft in December 2001. The Meteor-3M mission, along with the SAGE III mission, was terminated on March 6, 2006, because of a power supply system failure resulting in loss of communication with the satellite.The newest SAGE mission, SAGE III on ISS, is scheduled to launch in 2015. Plans include sending a copy of the SAGE III instrument to the International Space Station aboard a commercial Space X flight.

Tags: aerosols, altitude, atmosphere, atmospheric-chemistry, atmospheric-pressure, atmospheric-temperature, atmospheric-water-vapor, earth-science
Organization: National Aeronautics and Space Administration
Visible to Mid-Infrared (VMIR, ~0.3-6 micrometer) Complex Refractive Indices of Carbonates Bundle

Visible to Mid-Infrared (VMIR, ~0.3-6 micrometer) Complex Refractive Indices of Carbonates.

Tags: investigation-of-complex-refractive-indices-of-carbonates
Organization: National Aeronautics and Space Administration
NEW HORIZONS                            
      MVIC PLUTO CRUISE                                                       
      RAW V1.0

This data set contains Raw data taken by the New Horizons                Multispectral Visible Imaging Camera                                   instrument during the                                                    pluto cruise                                                           mission phase.  This is VERSION 1.0 of this data set.                    The spacecraft was in hibernation for much of the Pluto Cruise             mission phase, and the focus for RALPH (MVIC and LEISA) during             Annual CheckOuts one through four (ACO1-4) was preparation for the         Pluto Encounter in 2015, including functional tests, and calibrations.     Science observations performed during this phase included Uranus and       Neptune at phase angles (44 degrees and 34 degrees, respectively) not      available from Earth (MVIC), calibrations with Neptune as a navigation     test target (MVIC), Sun in the Solar Illumination Assembly (SIA) (MVIC     and LEISA), the M6 and M7 clusters (MVIC), and other                       calibrations (stray light, dark, interference with other instruments).

Tags: calibration, charon, kerberos, neptune, new-horizons, sun, uranus
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER CRUISE 2 OSINAC 2 EDR
                                      V1.4

This data set contains images acquired by the OSIRIS Narrow Angle Camera
during the CRUISE 2 mission phase

Tags: 2867-steins, 9p-tempel-1-1867-g1, calibration, dark, international-rosetta-mission
Organization: National Aeronautics and Space Administration
XYAB - Yabucoa-El Negro, southeast PR 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
XCDP - Club Deportivo del Oeste, west PR 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
XRUP - Rupert Rock, 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
XSAV - Savana Island, 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
Product Data for Newly Reported Drugs in the Medicaid Drug Rebate Program 2023-01-09-to-2023-01-15

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
Product Data for Newly Reported Drugs in the Medicaid Drug Rebate Program 2023-04-10-to-2023-04-16

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
Rate of NAS per 1,000 births in newborns whose deliveries were covered by Medicaid or CHIP, 2017 - 2019

This table presents the rate of neonatal abstinence syndrome per 1,000 newborns whose deliveries were covered by Medicaid or CHIP, 2017 - 2019.

Some states have serious data quality issues, making the data unusable for identifying this population. Data for a state are considered unusable based on DQ Atlas thresholds for the following topics: Total Medicaid and CHIP Enrollment, Claims Volume - IP, Claims Volume - OT, Claims Volume - IP, Diagnosis Code - IP, Diagnosis Code - OT, Procedure Codes - OT Professional. Data from Maryland, Tennessee, and Utah are omitted for the tables due to data quality concerns. Values for Maryland were excluded due to unusuable diagnosis codes in the IP file and the OT file in 2017. Tennessee was excluded due to unusable diagnosis codes in the IP file in 2017 - 2019. Utah was excluded due to unusable procedure codes on OT professional claims in 2017 - 2019.  In addition, states with a high data quality concern on one or more measures are noted in the table with an asterisk (*). 

Please refer to the DQ Atlas for more information about data quality assessment methods.

Tags: chip, medicaid, neonatal-abstinence-syndrome
Organization: U.S. Department of Health & Human Services
Product Data for Newly Reported Drugs in the Medicaid Drug Rebate Program 10-13-2025-to-10-19-2025

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
Product Data for Newly Reported Drugs in the Medicaid Drug Rebate Program 2023-04-24-to-2023-04-30

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
Managed Care Information for Medicaid and CHIP Beneficiaries by Month

This data set includes monthly enrollment counts of Medicaid and CHIP beneficiaries by managed care participation (comprehensive managed care, primary care case management, MLTSS, including PACE, behavioral health organizations, nonmedical prepaid health plans, medical-only prepaid health plans, and other).

These metrics are based on data in the T-MSIS Analytic Files (TAF). Some states have serious data quality issues for one or more months, making the data unusable for calculating these measures. To assess data quality, analysts adapted measures featured in the DQ Atlas. Data for a state and month are considered unusable or of high concern based on DQ Atlas thresholds for the topics Enrollment in CMC, Enrollment in PCCM Programs, and Enrollment in BHO Plans. Please refer to the DQ Atlas at http://medicaid.gov/dq-atlas for more information about data quality assessment methods. 

Some cells have a value of “DS”. This indicates that data were suppressed for confidentiality reasons because the group included fewer than 11 beneficiaries.

Tags: chip, dq-atlas, managed-care, medicaid, t-msis-analytic-files
Organization: U.S. Department of Health & Human Services
Economy and Workforce

The information shared on this page is no longer being updated. For more information about Imagine Austin and its ongoing update, please visit speakupaustin.org/ImagineAustin

View the results of the indicators associated with the Grow Austin's Economy by Investing in our Workforce, Education Systems, Entrepreneurs, and Local Businesses Priority Program of Imagine Austin.

Tags: economy, education, employment, income, local-business, small-business, workforce
Organization: City of Austin
Product Data for Newly Reported Drugs in the Medicaid Drug Rebate Program 2023-05-15-to-2023-05-21

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