AndreaBozzo/ceres-open-data-index huggingface dataset:
NOAA/WDS Paleoclimatology - Biondi et al. 1999 Idaho July Temperature Reconstruction

This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI study type is Climate Reconstruction. The data include parameters of climate reconstructions|tree ring with a geographic location of Idaho, United States Of America. The time period coverage is from 815 to -42 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.

Tags: air temperature reconstruction, climate indicators, climate reconstructions|tree ring, continent, doc/noaa/nesdis/ncei, earth science, idaho, latitude, longitude, material: null, material: ring width, national centers for environmental information, nesdis, noaa, north america, paleoclimate, paleoclimate indicators, paleoclimate reconstructions, reconstructions, salmon river valley and railroad ridge, u.s. department of commerce, united states of america, what: age, what: surface air temperature
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA/WDS Paleoclimatology - Ni et al. 2002 Southwestern USA Linear Regression and Neural Network Precipitation Reconstructions

This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI study type is Climate Reconstruction. The data include parameters of climate reconstructions|tree ring with a geographic location of United States Of America. The time period coverage is from 950 to -38 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.

Tags: climate indicators, climate reconstructions|tree ring, continent, doc/noaa/nesdis/ncei, earth science, latitude, longitude, material: null, national centers for environmental information, nesdis, new mexico and arizona, noaa, north america, paleoclimate, paleoclimate indicators, paleoclimate reconstructions, palmer drought index reconstruction, precipitation reconstruction, reconstructions, u.s. department of commerce, united states of america, what: age, what: precipitation
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
DCLDE 2015 Datasets

DCLDE Workshops are intended for exchanging information that advances our understanding of acoustic methods to detect, classify, locate, track, count, and monitor marine mammals in their natural environment. The goal is to encourage interdisciplinary approaches to solve real-world problems related to the study of marine mammals and the effects of human activities.
The DCLDE 2015 dataset consists of data from multiple deployments of high-frequency acoustic recording packages deployed in the Southern California Bight. Separate sets of development data are provided for mysticetes and odontocetes. The mysticete data have been decimated to 1 and 1.6 kHz bandwidth and the odontocete data bandwidth consists of data with 100 and 160 kHz of bandwidth. Data were selected to cover all four seasons and from multiple locations. High-frequency datasets consist of annotated data from multiple odontocete species. Included is Bairdâs beaked whale (Berardius bairdii), Cuvierâs beaked whale (Ziphius cavirostris), Sperm whale (Physeter macrorhynchus), Pacific white-sided dolphin (Lagenorhynchus obliquidens), Rissoâs dolphin (Grampus griseus), unspecified porpoise (Phocoenidae), and odontocete other than those described above (Odontoceti). The goal for this dataset is to identify acoustic encounters of a species during times when animals were echolocating. Low-frequency datasets consist of annotated data for specific calls from two mysticete species, blue whale (Balaenoptera musculus) D calls and fin whale (Balaenoptera physalus) 40 Hz calls. The goal for this dataset is to identify specific blue whale D and fin whale 40 Hz calls.

Tags: acoustic sounders, ambient noise, animals/vertebrates, aquatic ecosystems, aquatic sciences, biological classification, biosphere, cetaceans, doc/noaa/nesdis/ncei, earth science, ecosystems, fish, fisheries, fixed platforms, hydrophones, mammals, marine ecosystems, marine environment monitoring, national centers for environmental information, nesdis, noaa, north pacific ocean, ocean, ocean acoustics, oceans, pacific ocean, passive acoustic recorder, platforms, recorders/loggers, subsurface, u.s. department of commerce, water-based
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
GlacierBay_BartlettCove_2021-2022 part of Glacier Bay National Park Raw Audio Data

The hydrophone is a calibrated ITC type 8215A broadband omnidirectional hydrophone with a nominal sensitivity -174 dB re 1 volt per 1 micropascal (Gavial ITC Inc., Santa Barbara, CA, USA) mounted on an anchoring tripod 1 m above the seafloor (30.2 m depth).  A 5-mile cable runs from the hydrophone back to a computer at Park headquarters where automated samples are collected and real-time audio is broadcast on a speaker.  Continuous audio data is collected in AIFF files of 5-minute duration.

Tags: acoustic sounders, ambient noise, animals/vertebrates, aquatic ecosystems, aquatic sciences, biological classification, biosphere, cetaceans, doc/noaa/nesdis/ncei, earth science, ecosystems, fish, fisheries, fixed observation stations, hydrophones, mammals, marine ecosystems, marine environment monitoring, national centers for environmental information, nesdis, noaa, ocean acoustics, oceans, passive acoustic recorder, recorders/loggers, u.s. department of commerce
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Glacier Bay National Park Raw Audio Data

Glacier Bay National Park is conducting underwater passive acoustic monitoring to characterize the underwater sound environment including weather generated sounds, biologics, and vessel noise, for the purpose of basic science as well as management applications. The data are collected using a calibrated ITC type 8215A broadband omnidirectional hydrophone with a nominal sensitivity -174 dB re 1 volt per 1 micropascal (Gavial ITC Inc., Santa Barbara, CA, USA) mounted on an anchoring tripod 1 m above the seafloor (30.2 m depth).  A 5-mile cable runs from the hydrophone back to a computer at Park headquarters where automated samples are collected and real-time audio is broadcast on a speaker.

Tags: acoustic sounders, ambient noise, animals/vertebrates, aquatic ecosystems, aquatic sciences, atlantic ocean, biological classification, biosphere, cetaceans, doc/noaa/nesdis/ncei, earth science, ecosystems, fish, fisheries, fixed platforms, hydrophones, mammals, marine ecosystems, marine environment monitoring, national centers for environmental information, nesdis, noaa, north pacific ocean, ocean, ocean acoustics, oceans, passive acoustic recorder, platforms, recorders/loggers, subsurface, u.s. department of commerce, water-based
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
The Coastal Studies Institute (CSI) North Carolina Renewable Ocean Energy Program (NCROEP) Raw Audio Data

The North Carolina Renewable Ocean Energy Program (NCROEP) is evaluating the feasibility of extracting energy from the Gulf Stream off the coast of Cape Hatteras, North Carolina, USA. Characterizing the soundscape in this region is one of the environmental and ecological assessment goals of the program. To accomplish this, the UNC Coastal Studies Institute deploys a mooring on the continental slope off Cape Hatteras. The mooring is equipped with a hydrophone, a CTD, and an Acoustic Doppler Current Profiler (ADCP). To request ancillary data (CTD, ADCP), contact Dr. Lindsay Dubbs.

Tags: acoustic sounders, ambient noise, animals/vertebrates, aquatic ecosystems, aquatic sciences, atlantic ocean, biological classification, biosphere, cetaceans, doc/noaa/nesdis/ncei, earth science, ecosystems, fish, fisheries, fixed platforms, hydrophones, mammals, marine ecosystems, marine environment monitoring, national centers for environmental information, nesdis, noaa, north atlantic ocean, ocean, ocean acoustics, oceans, passive acoustic recorder, platforms, recorders/loggers, subsurface, u.s. department of commerce, water-based
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
DCLDE 2018 Datasets

DCLDE Workshops are intended for exchanging information that advances our understanding of acoustic methods to detect, classify, locate, track, count, and monitor marine mammals in their natural environment. The goal is to encourage interdisciplinary approaches to solve real-world problems related to the study of marine mammals and the effects of human activities.

These DCLDE 2018 workshop datasets were provided by the Scripps Institution of Oceanography. They consist of acoustic recordings from multiple deployments of high-frequency acoustic recording packages deployed in the Western North Atlantic (US EEZ) and Gulf of Mexico. Separate sets of development data are provided for mysticetes and odontocetes. The mysticete data have been decimated to 1 kHz bandwidth (2 kHz sample rate) and the odontocete data have 100 kHz of bandwidth (200 kHz sample rate). Data were selected to cover multiple seasons and locations while providing high species diversity and call counts.

Tags: acoustic sounders, ambient noise, animals/vertebrates, aquatic ecosystems, aquatic sciences, atlantic ocean, biological classification, biosphere, cetaceans, doc/noaa/nesdis/ncei, earth science, ecosystems, fish, fisheries, fixed platforms, gulf of america, gulf of mexico, hydrophones, mammals, marine ecosystems, marine environment monitoring, national centers for environmental information, nesdis, noaa, north atlantic ocean, ocean, ocean acoustics, oceans, passive acoustic recorder, platforms, recorders/loggers, subsurface, u.s. department of commerce, water-based
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Techno-Economic Assessment of AWS Waveswing

The submitted information includes the final report and the supporting datasets in Excel format.  
Submitted data includes:
- an Excel based techno-economic model with input-output (IO) analysis, costing functions in generalized form, performance metrics and computation, and scatter diagrams
- an Excel of the Levelized Cost of Energy (LCoE) model data tables and plots in support of main report 
- the final TEAMER Post Access Report

Objectives: The primary objectives of the current scope of work are to benchmark the LCoE of the Waveswing device, identify cost-reduction pathways through design sensitivity studies, and compare the results against an actively tuned point absorber that employs a hydrostatic spring-compensation mechanism. This reference wave energy converter (WEC) benchmark is herein referred to as the Reference Point Absorber (RPA).  

Work Carried Out: Re Vision started with a detailed review of the AWS R&D program to enable detailed implementation planning efforts. Subsequently, Re Vision engaged in a structured assessment process including the following:
- LCoE model to benchmark the current AWS configuration and the RPA at a 100MW plant scale 
- A parametric performance model to model WEC performance for the Waveswing and the RPA
- Development of scalable performance and cost models
- Sensitivity studies to enable first-order design optimization
- Identify core LCoE cost-reduction pathways to enable the targeting of sensible technology development pathways

Background: The Waveswing (www.awsocean.com), developed by AWS Ocean Energy, is a submerged pressure differential WEC device that has completed sea trials at European Marine Energy Centre (EMEC) in Scotland. The Waveswing is a highly efficient WEC topology that has won third place (out of 92 design teams) in the wave energy prize competition organized by the US Department of Energy and has since undergone significant further development culminating in the recent at-sea testing at EMEC. 
The installation and testing at EMEC have shown that single-unit point absorbers are inherently expensive to build, deploy, and operate. They have also highlighted key operational issues that limit access to the device during extended periods during winter months. These critical issues are being addressed through the next evolution of AWS technology towards its multi-absorber platform. 
The current work was motivated by the need to review and benchmark the technology's commercialization pathway and provide an understanding of key cost-reduction drivers. 



Tags: assessment, aws, economic, emec, energy, european-marine-energy-centre, excel, hydrokinetic, lcoe, levelized-cost-of-energy, marine, mhk, power, reference-point-absorber, rpa, tea, techno-economic, wave, wave-energy-converter, waveswing, wec, wec-topology
Organization: Department of Energy
CMAQ v5.5 Annual 2023 Gridded Predictions Across the US and Canada (v1.0)

CMAQ v5.5 Annual 2023 Gridded Predictions Across the US and Canada

Data contact: Havala Pye, ORCID: 0000-0002-2014-2140

This dataset provides daily predictions of ozone and fine particle (PM2.5) species across the contiguous U.S. and a large fraction of Canada at 12km horizontal resolution for 2023. Values are predicted by CMAQv5.5 with CRACMM chemistry.

Please see Pye, H. O. T. (2025). CMAQ v5.5 Annual 2023 Gridded Predictions Across the US and Canada (v1.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15732714 for the full archive.

Please cite the following for CMAQ with CRACMM2:
Skipper, T. N., D'Ambro, E. L., Wiser, F. C., McNeill, V. F., Schwantes, R. H., Henderson, B. H., Piletic, I. R., Baublitz, C. B., Bash, J. O., Whitehill, A. R., Valin, L. C., Mouat, A. P., Kaiser, J., Wolfe, G. M., St. Clair, J. M., Hanisco, T. F., Fried, A., Place, B. K., and Pye, H. O. T.: Role of chemical production and depositional losses on formaldehyde in the Community Regional Atmospheric Chemistry Multiphase Mechanism (CRACMM), Atmos. Chem. Phys., 24, 12903–12924, https://doi.org/10.5194/acp-24-12903-2024, 2024.

DISCLAIMER: This data product has been reviewed in accordance with U.S. Environmental Protection Agency policy and approved for public release. At the time of release, the data had not yet been published in peer-reviewed literature. The data is provided for research and the user should verify the data is suitable for their intended use.

Tags: ammonium, elemental-carbon, nitrate, organic-carbon, ozone, pm2-5, sulfate
Organization: U.S. Environmental Protection Agency
Modeling Wetland Resources for Spring Migratory Waterbirds Under Different Agricultural Management Scenarios: Data are contained within the manuscript and supplementary files as open access hosted by the publishing journal.

Mitchell, M.E., Anteau, M.J., Pearse, A.T. et al. Modeling Wetland Resources for Spring Migratory Waterbirds Under Different Agricultural Management Scenarios in the Iowa Portion of the Prairie Pothole Region, USA. Wetlands 45, 48 (2025). https://doi.org/10.1007/s13157-025-01930-y. 

This dataset is associated with the following publication:
Mitchell, M., M. Anteau, A. Pearse, T. Newcomer-Johnson, J. Christensen, W. Crumpton, B. Dyson, T. Canfield, M. Helmers, D. Green, and K. Forshay. Modeling Wetland Resources for Spring Migratory Waterbirds Under Different Agricultural Management Scenarios in the Iowa Portion of the Prairie Pothole Region, USA.   WETLANDS. The Society of Wetland Scientists, McLean, VA, USA, 45: article number 48, (2025).

Tags: agriculture, constructed-wetlands, drainage-modernization, ducks, nitrogen-and-co-pollutants, shorebirds, tile-drainage
Organization: U.S. Environmental Protection Agency
NRSA data 2000-2014 Deposition Largest N Source Lin et al.

NRSA is part of EPA’s National Aquatic Resource Surveys which samples different surface waters on a 5-year cycle during the growing season. For logistical reasons, each NRSA cycle occurs over 2 years. Since nonwadeable systems were not sampled during the initial 2000–04 survey, we restricted our analyses to systems that have watershed areas <1,000 km2 across all 3 studied surveys for consistency in the sampled stream population over time. All of the national surveys described in this paper are overseen by the USEPA’s Office of Water http://www.epa.gov/nheerl/arm/designpages/monitdesign/survey_overview.htm) with the goal of creating unbiased assessments of aquatic resources across the 48 conterminous states. 

Data on stream TN, NO3, ammonium (NH4), and TON concentrations originated from these summer NRSA surveys when one water sample was taken at each survey site. About 10% of sites were sampled twice during each survey for quality assurance and validation purpose—for these sites, we used only the first sample in this analysis. NRSA field and lab protocols are described in USEPA documents (67, 68). The detection limits for TN, NO3, and NH4 concentrations are respectively 0.05, 0.05, and 0.005 mg N L−1. Concentrations lower than the detection limits were censored and substituted with the detection limits. NH4 concentrations were generally quite low and near or below detection limits, so we do not examine the NH4 trend. TON concentrations were not directly measured during the survey and hence were calculated as the difference between TN and inorganic N (NO3 plus NH4). Negative TON values were found at 40 sites and were treated as values below the detection limit. We also included DOC concentrations and stream DOC/TON ratios from the surveys in the analysis to further understand changes in stream organic matter over time. 

This dataset is associated with the following publication:
Lin, J., J. Compton, R. Sabo, A. Herlihy, R. Hill, M. Weber, J.R. Brooks, S. Paulsen, and J. Stoddard. The changing nitrogen landscape of United States streams: Declining deposition and increasing organic nitrogen.   PNAS Nexus. Oxford University Press, OXFORD,  UK,  pgad362, (2024).

Tags: air-pollution, nitrogen, nitrogen-and-co-pollutants, rivers, streams
Organization: U.S. Environmental Protection Agency
The Social Dimensions of EPA’s Environmental Cleanup Work: “Community Engagement Survey Dataset”

This dataset is comprised of survey responses from EPA staff regarding environmental cleanup activities. The survey asked participants about strategies EPA cleanup personnel use to get to know communities, build trust, and build stakeholder relationships. It also contains questions related to the respondent’s employment status and history with the EPA, their current role in environmental cleanup, and the type of cleanup, cleanup site, and contaminants with which they most commonly work. 

Tags: brownfields, cercla, cleanup, community-engagement, emergency-response, environmental-remediation, rcra, superfund, trust
Organization: U.S. Environmental Protection Agency
Gidley 2022 US Army Corps of Engineers

Data is available from Philip T. Gidley (philip.t.gidley@erdc.dren.mil), Environmental Laboratory, ERDC, US Army Corps of Engineers, Vicksburg, MS, USA. This dataset is not publicly accessible because: Non-EPA-owned by U.S. Army Corps of Engineers (Environmental Laboratory, ERDC, Vicksburg, MS). It can be accessed through the following means: Contact Philip T. Gidley (philip.t.gidley@erdc.dren.mil), Environmental Laboratory, ERDC, US Army Corps of Engineers, Vicksburg, MS, USA. Format: Excel spreadsheets. 

This dataset is associated with the following publication:
Gidley, P.T., G.R. Lotufo, A.J. Kennedy, N.L. Melby, A.H. Wooley, C.H. Laber, R.M. Burgess, C.E. Ruiz, and T.S. Bridges. Effect of Activated Carbon in Thin Sand Caps Challenged with Ongoing PCB Inputs from Sediment Deposition: PCB Uptake in Clams (Mercenaria mercenaria) and Passive Samplers.   ARCHIVES OF ENVIRONMENTAL CONTAMINATION AND TOXICOLOGY. Springer, New York, NY, USA, 82: 95-104, (2022).

Tags: bioaccumulation, bioavailability, contaminated-sediments, remediation
Organization: U.S. Environmental Protection Agency
Licenses and Inspections Code Violations

Violations issued by the Department of Licenses and Inspections in reference to the Philadelphia Building Construction and Occupancy Code.

**Please note that L&I Violations is a very large dataset. To see all violations, download all datasets for all years.** 

**If you are comfortable with APIs, you can also use the API links to access this data. You can learn more about how to use the API at Carto’s SQL API site and in the Carto guide in the section on making calls to the API.**


Tags: code-violations, contractors, dangerous-buildings, department-of-licenses-and-inspections, land-records, public-safety, real-estate
Organization: City of Philadelphia
Percentage of Drivers and Front Seat Passengers Wearing Seat Belts, 2012 & 2014, Region 6 - Dallas

Source for 2012 national data: National Occupant Protection Use Survey (NOPUS), 2012. Source for 2014 national data: National Occupant Protection Use Survey (NOPUS), 2014.  Source for 2012 state data: State Observational Survey of Seat Belt Use, 2012. Source for 2014 state data: Seat Belt Use in 2014- Use Rates in the States and Territories

Tags: cdc, centers-for-disease-control-and-prevention
Organization: U.S. Department of Health & Human Services
Percentage of Drivers and Front Seat Passengers Wearing Seat Belts, 2012 & 2014, Region 3 - Philadelphia

Source for 2012 national data: National Occupant Protection Use Survey (NOPUS), 2012. Source for 2014 national data: National Occupant Protection Use Survey (NOPUS), 2014.  Source for 2012 state data: State Observational Survey of Seat Belt Use, 2012. Source for 2014 state data: Seat Belt Use in 2014- Use Rates in the States and Territories

Tags: cdc, centers-for-disease-control-and-prevention
Organization: U.S. Department of Health & Human Services
Continuous Eligibility for Medicaid and CHIP Coverage

States have the option to provide children with 12 months of continuous coverage through Medicaid and CHIP, even if the family experiences a change in income during the year. Continuous eligibility is a valuable tool that helps States ensure that children stay enrolled in the health coverage for which they are eligible and have consistent access to needed health care services.

Tags: continuous-eligibility, enrollment-strategies
Organization: U.S. Department of Health & Human Services
BRFSS Prevalence And Trends Data: Health Care Access/Coverage for 2011

The 2011 BRFSS data reflects a change in weighting methodology (raking) and the addition of cell phone only respondents. Shifts in observed prevalence from 2010 to 2011 for BRFSS measures will likely reflect the new methods of measuring risk factors, rather than true trends in risk-factor prevalence. A break in trend lines after 2010 is used to reflect this change in methodolgy. Percentages are weighted to population characteristics. Data are not available if it did not meet BRFSS stability requirements. For more information on these requirements, as well as risk factors and calculated variables, see the Technical Documents and Survey Data for a specific year - http://www.cdc.gov/brfss/annual_data/annual_data.htm. Recommended citation: Centers for Disease Control and Prevention (CDC). Behavioral Risk Factor Surveillance System. Atlanta, Georgia: U.S. Department of Health and Human Services, Centers for Disease Control and Prevention, [appropriate year].

Tags: adults, brfss, health-care-coverage, heath-care-access
Organization: U.S. Department of Health & Human Services
Selected Trend Table from Health, United States, 2011. Low birthweight live births, by race and Hispanic origin of mother, and state: United States, 2000 - 2002, 2003 - 2005, and 2006 - 2008

Health, United States is an annual report on trends in health statistics, find more information at http://www.cdc.gov/nchs/hus.htm.

Tags: hus, low-birthweight
Organization: U.S. Department of Health & Human Services