AndreaBozzo/ceres-open-data-index huggingface dataset:
NOAA GOES-R Series Advanced Baseline Imager (ABI) Level 2 Cloud Top Pressure (CTP)

The Advanced Baseline Imager (ABI) Cloud Top Pressure product contains an image with pixel values identifying the atmospheric pressure at the top of a cloud layer. The product is generated in combination with the Cloud Top Height and Cloud Top Temperature products by the same algorithm. The product includes data quality information that provides an assessment of the cloud top height data values for on-earth pixels. The units of measure for the cloud top pressure value is hectopascals. The Cloud Top Pressure product image is produced on the ABI fixed grid under the following conditions: Cloudy; Geolocated source data to local zenith angles of 70 degrees for both daytime and nighttime conditions. The product image is provided at 10 km resolution on the ABI fixed grid for Full Disk, CONUS, and Mesoscale coverage regions from GOES East and West.

Tags: 10 km - < 50 km or approximately .09 degree - < .5 degree, abi, abi-l2-ctp, abil2ap2ki, abil2ap2kr, abil2ap2kt, abil2pctpi, abil2pctpr, abil2pctpt, abil2prod, advanced baseline imager, atlantic ocean, atmosphere, atmospheric - upper-air - cloud properties, center for satellite applications and research, central america, cloud properties, cloud top pressure, clouds, continent, doc/noaa/nesdis/ncdc, doc/noaa/nesdis/ncei, doc/noaa/nesdis/ospo, doc/noaa/nesdis/star, earth science, equatorial, geographic region, geostationary operational environmental satellite 16, geostationary operational environmental satellite 17, geostationary operational environmental satellite 18, geostationary operational environmental satellite 19, geostationary operational environmental satellites, goes, goes-16, goes-17, goes-18, goes-19, gov.noaa.class:grabiprd, grabiprd, mid-latitude, national centers for environmental information, national climatic data center, nesdis, noaa, north america, northern hemisphere, ocean, office of satellite and product operations, pacific ocean, south america, southern hemisphere, tropics, troposphere, u.s. department of commerce, united states of america, vertical location, western hemisphere
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NCDC feed of Global Telecommunication System (GTS) marine observations in International Maritime Meteorological Archive (IMMA) Format

The data contained here are surface marine observations from many different sources via the NCDC Global Telecommunication System (GTS) Marine in International Maritime Meteorological Archive (IMMA) format. The observations are obtained exclusively via the NCDC GTS stream and derives primarily from ships (merchant, ocean research, fishing, navy, etc.) and moored and drifting buoys. Each report contains individual observations of meteorological and oceanographic variables, such as sea surface and air temperatures, winds, pressure, humidity, wet bulb, dew point, ocean waves and cloudiness. NCDC takes the various observations and converts the GTS data to a standard IMMA format. This allows the observations to be used in a cohesive standard for input to larger datasets, such as the International Comprehensive Ocean-Atmosphere Data Set (ICOADS) Near-Real-Time (NRT) product. The dataset will be produced and archived monthly. Spatial coverage is global and the current period of record for these files will begin in January 2008 to the most current month. The data will be formated to the most current IMMA standard in ASCII file format.

Tags: air quality, anemometers, atmosphere, atmospheric pressure, atmospheric pressure measurements, atmospheric temperature, atmospheric water vapor, atmospheric winds, barometers, bathythermographs, buoys, c-man, cloud amount/frequency, cloud ceiling, cloud height, cloud properties, cloud types, clouds, coastal marine network, dew point temperature, doc/noaa/nesdis/ncdc, doc/noaa/nesdis/ncei, drifting buoys, earth science, geographic region, global ocean, hail, humidity, hygrometers, ice edges, ice pellets, in situ ocean-based platforms, liquid precipitation, national centers for environmental information, national climatic data center, nesdis, noaa, ocean platform/ocean stations, ocean pressure, ocean temperature, ocean waves, ocean weather stations, oceans, precipitation, precipitation amount, pressure tendency, psychrometers, rain, sea ice, sea ice concentration, sea level pressure, sea surface, sea surface temperature, ships, sleet, snow, solid precipitation, surface temperature, surface winds, swells, temperature sensors, thermometers, troposphere, u.s. department of commerce, vertical location, visibility, visual observations, water vapor indicators, wave height, wave period, wave speed/direction, wet bulb thermometers, wind vanes
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Graphical Airmen's Meteorological Information (G-AIRMET) Weather Advisories

A G-AIRMET is a graphical advisory of weather that may be hazardous to aircraft, but are less severe than SIGMETs. They are valid at specific time "snapshots". The G-AIRMET forecasts are distributed in XML (USWX) format. The USWX XML files contain forecaster-created graphical objects which depict hazard areas and attributes. G-AIRMETs are issued at discrete times 3 hours apart for a period of up to 12 hours into the future (00, 03, 06, 09, and 12 hours). They are issued at 03:00, 09:00, 15:00 and 21:00 UTC (with updates issued as necessary). G-AIRMETs are issued by the AWC for the lower 48 states and adjacent coastal waters. The G-AIRMET USWX XML files are currently disseminated from AWC to the operational NGITWS system, and from AWC to the NWSTG for dissemination over NOAAPort. AWC provides the legacy AIRMET information via traditional alphanumeric code (TAC), which is currently archived at NCEI. The G-AIRMET data in BUFR format was operational from 2010 to 2022 and was not archived. This data archive includes the USWX XML formatted products starting on January 1, 2023.

Tags: atmospheric/ocean indicators, climate indicators, continent, doc/noaa/nesdis/ncei, doc/noaa/nws/ncep, earth science, earth science services, extreme weather, models, national centers for environmental information, national centers for environmental prediction, national weather service, nesdis, noaa, north america, u.s. department of commerce, united states of america, weather research/forecast models
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Commercial (Comm) Radio Occultation (RO) Raw Data Record (RDR) from GeoOptics

This dataset contains Commercial (Comm) Radio Occultation (RO) raw data from GeoOptics, which is an established method for remote sounding of the atmosphere. The technique uses an instrument in low-Earth orbit (LEO) to track radio signals from Global Navigation Satellite System (GNSS) transmitters as they rise or set through the atmosphere. The occulting atmosphere refracts or bends the radio signals, and given the precise positions of both satellites, the bending angle can be deduced from the time delay of the signal. Collecting these measurements for a full occultation through the atmosphere provides a vertical profile of bending angles, from which profiles of physical quantities such as temperature, humidity, and ionospheric electron density can be retrieved. These data primarily feed numerical weather prediction (NWP) models that support weather forecasts, and also support space weather analysis/prediction at NOAA.

Tags: atmosphere, atmospheric composition, atmospheric temperature, constellation observing system for meteorology, cosmic data analysis and archive center, cubesats, doc/noaa/nesdis/ncei, earth science, geographic region, global, global navigation satellite system radio occultation, gnss-ro receiver, ionosphere, ionosphere and climate, ionosphere/magnetosphere dynamics, low earth orbit (leo), national centers for environmental information, nesdis, noaa, noaa central computer facility, sun-earth interactions, surface, u.s. department of commerce, ucar/cosmic/cdaac, university corporation for atmospheric research, upper air temperature, upper atmosphere, vertical location, vertical profiles
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Sensor Characterization Study of the Sutron Fischer and Porter Rebuild (FPR-D) Kits, from 2008 to 2009

The National Weather Service (NWS) periodically conducts sensor comparison studies to ensure that proposed observing equipment meets requirements set forth in specific solicitations. Other comparison studies may occasionally be conducted in support of a specific project or request, the requirements for which provide the evaluation criteria. The final result of these studies, along with the test data, is usually a summary report documenting the suitability and performance of the selected sensor(s) based on criteria established in the acquisition specification. In the case of studies in support of an acquisition, a sensor evaluation study usually involves three phases. Two of these, the initial laboratory testing and the controlled environment testing, may include vendor-proprietary or other data related to acquisition decisions, and so the results of that testing are not archived. A final phase of testing is the characterization study, usually conducted at the NWS Sterling Research and Development Centers located in Sterling, VA. A characterization study typically spans a year or more, and involves a group of comparison sensors. This study includes test data and supporting documentation from the Sutron Fischer and Porter Rebuild (FPR) kit characterization study at the Sterling Field Support Center in 2008 and 2009. The primary objective of this test was to determine if the accuracy and overall functionality of the Sutron FPR kits met the requirements of the QPL specification (Specification NWS-D111-5-SP001, Fisher and Porter/Belfort Precipitation Gauge Rebuild Kit) over a period of one year. This was accomplished by analyzing sensor drift through calibration, conducting exposure tests, and performing a field demonstration to determine if the Sutron kits met QPL requirements. The study compared the FPR kits with the current version F&P gauges and an ASOS All Weather Precipitation Accumulation Gauge (AWPAG) in a 12-meter Double Fence Intercomparison Reference (DFIR). The long term specification compliance testing shows that the Sutron FPR kits installed in the field met the NWS-D111-5-SP001 specifications.

Tags: air temperature, atmosphere, atmospheric temperature, atmospheric winds, continent, doc/noaa/nesdis/ncdc, doc/noaa/nesdis/ncei, earth science, land surface, national centers for environmental information, national climatic data center, nesdis, noaa, north america, precipitation, precipitation amount, precipitation rate, surface temperature, surface winds, u.s. department of commerce, united states of america, vertical location, virginia
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Soil organic matter and amphibian exposure dataset.

Dermal uptake from soil is known to occur in amphibians, but predicting pesticide availability and bioconcentration across soil types is not well understood. The present study was designed to compare uptake of 5 current-use pesticides (imidacloprid, atrazine, triadimefon, fipronil, and pendimethalin) in American toads (Bufo americanus) from exposure on soils with significant organic matter content differences (14.1% = high organic matter and 3.1% = low organic matter). We placed toads on high- or low-organic matter soil after applying individual current-use pesticides on the soil surface for an 8-h exposure duration. Whole body tissue homogenates and soils were extracted and analyzed using liquid chromatography–mass spectrometry to determine pesticide tissue and soil concentration, as well as bioconcentration factor in toads. Tissue concentrations were greater on the low-organic matter soil than the high-organic matter soil across all pesticides (average ± standard error; 1.23 ± 0.35 ppm and 0.78 ± 0.23 ppm, respectively), and bioconcentration was significantly higher for toads on the low-organic matter soil (analysis of covariance p = 0.002). Soil organic matter is known to play a significant role in the mobility of pesticides and bioavailability to living organisms. Agricultural soils typically have relatively lower organic matter content and serve as a functional habitat for amphibians. The potential for pesticide accumulation in amphibians moving throughout agricultural landscapes may be greater and should be considered in conservation and policy efforts. This dataset is associated with the following publication:
VanMeter, R., D. Glinski, T. Hong, M. Cyterski , M. Henderson , and T. Purucker. Estimating terrestrial amphibian pesticide body burden through dermal exposure.   ENVIRONMENTAL POLLUTION. Elsevier Science Ltd, New York, NY, USA, 193: 262-268, (2014). NOTE: This dataset has been removed from public access due to revocation. Please refer inquiries regarding this dataset to the listed contact person.

Tags: amphibians, dermal-exposure, pesticides, soil-organic-matter
Organization: U.S. Environmental Protection Agency
State Taxes and Fees Collected: Beginning Fiscal Year Ending March 31, 1995

The Department of Taxation and Finance annually produces a compilation of the taxes and fees collected by the department. The taxes and fees information provided in this data set are primarily taxes imposed by the Tax Law, but also includes fees that are imposed by other state laws but are administered and collected by the Department. Collections are net of refunds and other processing and accounting adjustments.

Tags: fees, tax-collections, tax-revenues, taxes, tf-revenue-and-collections
Organization: State of New York
iStitch: GUI-based Image Stitching Software

<p>GUI-based software coded in PYTHON to automate image stitching and alignment processes from a set of tile images for the high throughput image analytics by implementing a series of algorithms: 1) deskewing the image acquired in an oblique view angle, 2) row alignment of the geometrically drifted image due to acquisition errors by detecting the crop row using Hough Transformation, and 3) options for omnidirectional overlap trimming and resizing. </p><div><br>Resources in this dataset:</div><br><ul><li><p>Resource Title: iStitch: GUI-based Image Stitching Software.</p> <p>File Name: iStitch.zip</p></li></ul><p></p>

Tags: ars, calibration, data-gov, drone_images, image-analysis, image-stitching, mosaicking, np301, plant-phenotyping, satellite-image, software
Organization: Department of Agriculture
Iowa Population by Hispanic or Latino Origin (ACS 5-Year Estimates)

This dataset contains Iowa population by Hispanic or Latino Origin for State of Iowa, individual Iowa counties, Iowa places and census tracts within Iowa.  Data is from the American Community Survey, Five Year Estimates, Table B03003.

Hispanic includes total, yes and no.  Yes = Hispanic or Latino; No = Not Hispanic or Latino

Tags: acs-5-year-estimates, american-community-survey, census-tract, county, hispanic-origin, place
Organization: State of Iowa
New Debt Issuance for Industrial Development Agencies

Public authorities are required by Section 2800 of Public Authorities Law to submit annual reports to the Authorities Budget Office that includes debt information. The dataset consists of new debt issuances reported by Industrial Development Agencies that covers 8 fiscal years, which includes fiscal years ending in the most recently completed calendar year.

Tags: debt, industrial-development-agencies, project-name, public-authority
Organization: State of New York
Iowa Median Age by Sex and Race (ACS 5-Year Estimates)

This dataset contains Iowa median age by sex and race for State of Iowa, individual Iowa counties, Iowa places and census tracts within Iowa.  Data is from the American Community Survey, Five Year Estimates, Tables B01002A, B01002B, B01002C, B01002D, B01002E, B01002F, and B01002.

Sex includes the following: Male, Female and Both

Race includes: White Alone, Black or African American Alone, American Indian and Alaska Native, Asian Alone, Native Hawaiian and Other Pacific Islander Alone, Some Other Race, and Two or More Races

Tags: acs-5-year-estimates, american-community-survey, census-tract, county, place, race, sex
Organization: State of Iowa
COVID-19 Reported Patient Impact and Hospital Capacity by State

<p><b>After May 3, 2024, this dataset and webpage will no longer be updated because hospitals are no longer required to report data on COVID-19 hospital admissions, and hospital capacity and occupancy data, to HHS through CDC’s National Healthcare Safety Network. Data voluntarily reported to NHSN after May 1, 2024, will be available starting May 10, 2024, at <a href="https://covid.cdc.gov/covid-data-tracker/#hospitalizations-landing">COVID Data Tracker Hospitalizations</a>.</b></p>

<p>The following dataset provides state-aggregated data for hospital utilization. These are derived from reports with facility-level granularity across three main sources: (1) National Healthcare Safety Network (NHSN) (after December 15, 2022) (2) HHS TeleTracking (before December 15, 2022), (3) reporting provided directly to HHS Protect by state/territorial health departments on behalf of their healthcare facilities, and (4) historical NHSN timeseries data (before July 15, 2020). Data in this file have undergone routine data quality review of key variables of interest by subject matter experts to identify and correct obvious data entry errors. </p>

<p>The file will be updated regularly and provides the latest values reported by each facility within the last four days for all time. This allows for a more comprehensive picture of the hospital utilization within a state by ensuring a hospital is represented, even if they miss a single day of reporting.</p>

No statistical analysis is applied to account for non-response and/or to account for missing data.
<br><br>
The below table displays one value for each field (i.e., column). Sometimes, reports for a given facility will be provided to more than one reporting source: HHS TeleTracking, NHSN, and HHS Protect. When this occurs, to ensure that there are not duplicate reports, prioritization is applied to the numbers for each facility.
<br><br>
This file contains data that have been corrected based on additional data quality checks applied to select data elements. The resulting dataset allows various data consumers to use for their analyses a high-quality dataset with consistent standards of data processing and cleaning applied. 
 <br>
<p>
The following fields in this dataset are derived from data elements included in these data quality checks: 

<li>inpatient_beds 
<li>inpatient_beds_used
<li>total_staffed_adult_icu_beds 
<li>adult_icu_bed_utilization
<li>adult_icu_bed_utilization_numerator 
<li>adult_icu_bed_utilization_denominator
<li>adult_icu_bed_covid_utilization_numerator 
<li>adult_icu_bed_covid_utilization_denominator
<li>adult_icu_bed_covid_utilization
<li>total_adult_patients_hospitalized_confirmed_covid
<li>total_pediatric_patients_hospitalized_confirmed_covid
</p>

Tags: covid, covid-19, covid19, hhs-covid-19
Organization: U.S. Department of Health & Human Services
Product Data for Newly Reported Drugs in the Medicaid Drug Rebate Program 11-24-2025-to-11-30-2025

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
Non-Targeted Analysis (NTA) of Plasma and Liver from Sprague Dawley Rats Exposed to Perfluorohexanesulfonamide (PFHxSA), a Precursor to Perfluorohexane Sulfonic Acid (PFHxS)

Supplementary materials for "Non-Targeted Analysis (NTA) of Plasma and Liver from Sprague Dawley Rats Exposed to Perfluorohexanesulfonamide (PFHxSA), a Precursor to Perfluorohexane Sulfonic Acid (PFHxS)"

Tags: biotransformation, non-targeted-analysis, perfluoroalkylsulfonamide, pfas, pfasa, pfhxs, pfhxsa
Organization: U.S. Environmental Protection Agency
DOE Data Explorer

DOE Data Explorer (DDE) is the Office of Scientific and Technical Information (OSTI) search tool for finding DOE-funded, publicly available, scientific data records submitted by data centers, repositories, and other organizations funded by the Department. The data themselves reside at national laboratories, data centers, user facilities, colleges and universities, or other websites.

Tags: data-assets, data-center, data-repository, datasets, energy, federal-datasets, full-text, national-laboratories, office-of-scientific-and-technical-information, osti, osti-gov, randd-results, science-research, sti, u-s-department-of-energy
Organization: Department of Energy
Housing Units in Iowa by Occupancy Status (ACS 5-Year Estimates)

This dataset contains Iowa housing unit estimate by occupancy status for State of Iowa, individual Iowa counties, Iowa places and census tracts within Iowa.  Data is from the American Community Survey, Five Year Estimates, Table B25002.

Occupancy Status includes: Total, Vacant, and Occupied.

Tags: acs-5-year-estimates, american-community-survey, census-tract, county, housing, occupancy, place
Organization: State of Iowa
New Debt Issuance for Local Development Corporations

Public authorities are required by Section 2800 of Public Authorities Law to submit annual reports to the Authorities Budget Office that includes debt information. The dataset consists of new debt issuances reported by Local Development Corporations that covers 8 fiscal years, which includes fiscal years ending in the most recently completed calendar year.

Tags: debt, local-development-corporation, project-name, public-authority
Organization: State of New York
F00813: NOS Hydrographic Survey , 2020-09-27

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, approaches to calcasieu, bathymetry, bathymetry/seafloor topography, continent, doc/noaa/nesdis/ncei, doc/noaa/nesdis/ngdc, earth remote sensing instruments, earth science, entrance to calcasieu, 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, la, 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