AndreaBozzo/ceres-open-data-index huggingface dataset:
Photogrammetry-derived orthoimagery and elevation data in Tuntutuliak, Alaska, collected June 8, 2023

Photogrammetry-derived orthoimagery and elevation data in Tuntutuliak, Alaska, collected June 8, 2023, Raw Data File 2024-24, provides low-altitude aerial images from an unmanned aerial vehicle (UAV) in the community of Tuntutuliak, Alaska, on June 8, 2023. We used Structure-from-Motion (SfM) photogrammetry to produce a digital surface model (DSM) and orthorectified imagery. The orthoimage and elevation data are useful for assessing riverine hazards and changes over time. All files can be downloaded from the Alaska Division of Geological & Geophysical Surveys website (http://doi.org/10.14509/31292).

Tags: coastal and river, dggs, digital elevation model, digital surface model (dsm), elevation, emergency preparedness, engineering, engineering geology, erosion, flood, floodplain, geologic, geologic hazards, geological process, geology, geomorphology, geophysics, geotechnical, hazards, kinak river, marine geology, raster image, remote sensing, surface, surficial, surficial geology, topography, tuntutuliak
Organization: State of Alaska
USEEIO Models with Import Emission Factors for Greenhouse Gases for 2017-2022 from EXIOBASE coupled model

These data are fully described in the associated EPA report. 
The Import Shares (ISs) are provided in a single Excel file covering all years. 
The Import Emission Factors (IEFs) are provided in csv files by year and by level of commodity classification, with names starting with "US_detail_import_factors" for detail-level commodity classification and "US_summary_import_factors"  for summary-level commodity classification. 
USEEIO models (v2.3) with these IEFs were built using useeior v1.6.0 and written out to Excel files.  Import emission factors are incorporated into these USEEIO models where they are further transformed into producer price and found in the M_n sheet of the model Excel files. Table 6 in the report shows year and level of commodity classification for each model along with which IEF file is used. 
The files with model names ending in *.yml are the model specification files for each of the published models.
Correspondence files are provided that are used to (1) map EXIOBASE commodities to USEEIO commodities, (2) map BEA service category data to USEEIO sectors, and (3) map EXIOBASE Country/Region to BEA Service, Census Goods and TiVA trade regions.

Data dictionaries for file types:

1. USEEIO models (Excel) - https://github.com/USEPA/useeior/blob/v1.6.0/format_specs/Model.md
2. Model spec files  https://github.com/USEPA/useeior/blob/v1.6.0/format_specs/ModelSpecification.md
3. Import shares  - Data dictionary found in file
4. Import Emission Factors (csv) - https://github.com/USEPA/USEEIO/blob/6cdd903fe5be58941c833f4cf585313f7e40d2a7/import_factors_exio/README.md
5. Correspondence files - https://github.com/USEPA/USEEIO/blob/fe48b5bc79ca994624838ce3b8171b9c65b691e2/import_factors_exio/concordances/README.md









Tags: climate-change, embodied-carbon, international-trade, u-s-imports, useeio
Organization: U.S. Environmental Protection Agency
Investigation of peroxisome proliferator-activated receptor delta (ppard)-dependent visual startle response hyperactivity in larval zebrafish exposed to structurally similar Per- and Polyfluoroalkyl Substances (PFAS)

PFHxS, PFOS, and Heptachlor RNA sequencing data. Portions of this dataset are inaccessible because: The files are too large. They can be accessed through the following means: The data can be accessed through the hyperlinks.
https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE190490
https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE190009. Format: Raw RNA-sequencing output files (fastq files) for PFOS exposure located https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE190490. Metadata is included with the GEO submission.
Raw RNA-sequencing output files (fastq files) for PFHxS exposure located https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE190009. Metadata is included with the GEO submission. 

This dataset is associated with the following publication:
Gutsfeld, S., L. Wehmas, I. Omoyeni, N. Schweiger, D. Leuthold, P. Michaelis, X.M. Howey, S. Gaballah, N. Herold, C. Vogs, C. Wood, L. Becker-Bertotto, G. Wu, N. Kluver, W. Busch, S. Scholz, J. Schor, and T. Tal. Investigation of Peroxisome Proliferator-Activated Receptor Genes as Requirements for Visual Startle Response Hyperactivity in Larval Zebrafish Exposed to Structurally Similar Per- and Polyfluoroalkyl Substances (PFAS).   ENVIRONMENTAL HEALTH PERSPECTIVES. National Institute of Environmental Health Sciences (NIEHS), Research Triangle Park, NC, USA, 132(7): 77007, (2024).

Tags: aop, crispr, pfas, transcriptomics, zebrafish
Organization: U.S. Environmental Protection Agency
Changes in CpG Methylation of the Vitellogenin 1 Promoter in Adult Male Zebrafish after Exposure to 17α-Ethynylestradiol

The instructions for analysis are described in Kolli et al. (2019) along with a sample Illumina sequence file available with a ready-to-run VirtualMachine that can also be accessed at http://toxicology.uga.edu/resources/dna_methylation_analysis/. Supporting data for sequencing and qPCR raw data are available at https://doi.org/10.5281/zenodo.8313356, sharing qPCR raw data files for the endpoint for male and female fish from CFX Manger (Ver. 3.0), qPCR quantification data, TGBS raw sequences, and a TGBS metadata file with sample information. 

This dataset is associated with the following publication:
Kolli, R., T. Glenn, R. Bringolf,, W. Henderson, B. Cummings, and J. Kenneke. Changes in CpG Methylation of the Vitellogenin 1 Promoter in Adult Male Zebrafish after Exposure to 17α-Ethynylestradiol.   ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY. Society of Environmental Toxicology and Chemistry, Pensacola, FL, USA, 43(7): 1547-1556, (2024).

Tags: dna-methylation, ecotoxicology, endocrine-disrupting-compounds, estrogenic-compounds, vitellogenin, zebrafish
Organization: U.S. Environmental Protection Agency
A Gridded Inventory of Annual 2012–2018 U.S. Anthropogenic Methane Emissions - Associated Data and Code

Data and code for A Gridded Inventory of Annual 2012–2018 U.S. Anthropogenic Methane Emissions. Citation information for this dataset can be found in Data.gov's References section.

Tags: agriculture, coal, greenhouse-gas, natural-gas, petroleum, unfccc, waste
Organization: U.S. Environmental Protection Agency
HMDA Public Data (Starting in 2017)

HMDA requires many Financial Institutions (FI)s to maintain, report, and publicly disclose information about applications for and originations of mortgage loans. HMDA s purposes are to provide the public and public officials with sufficient information to enable them to determine whether institutions are serving the housing needs of the communities and neighborhoods in which they are located, to assist public officials in distributing public sector investments in a manner designed to improve the private investment environment, and to assist in identifying possible discriminatory lending patterns and enforcing antidiscrimination statutes. This publicly-available data asset contains HMDA data collected in or after 2017 and has been modified to protect the privacy of individuals whose information is present in the dataset.

Tags: consumer, finance, hmda, home-mortgage-disclosure-act, loan, mortgage
Organization: Consumer Financial Protection Bureau
PR100: Puerto Rico Grid Resilience and Transition to 100% Renewable Energy

The Puerto Rico Grid Resilience and Transitions to 100% Renewable Energy Study (PR100) comprehensively analyzes possible pathways for Puerto Rico to achieve its renewable energy goals while incorporating stakeholder perspectives and advancing energy resilience for all Puerto Ricans. 
 
PR100 is a wide-ranging and in-depth examination of Puerto Rico's energy system investment options. The findings are the culmination of two years of stakeholder engagement, scenario modeling, and impact analysis. The PR100 report and Implementation Roadmap contain a range of results and actions that reflect Puerto Rico's priorities around energy justice, resilience, and reliability.
 
Led by the U.S. Department of Energy's Grid Deployment Office with funding from the Federal Emergency Management Agency, the PR100 study leveraged and integrated dozens of best-in-class models and in-depth analyses from researchers across six national laboratories: National Renewable Energy Laboratory (which led the study), along with Argonne National Laboratory, Lawrence Berkeley National Laboratory, Oak Ridge National Laboratory, Pacific Northwest National Laboratory, and Sandia National Laboratories (which conducted the study).
 
For more information, please see the "PR100 Project Website" resource below. 

Tags: climate, data, decarbonization, energy, energy-analysis, geospatial, geospatial-data, grid, grid-modernization, grid-resilience, infrastructure, power, pr100, puerto-rico, raw-data, renewable-energy, renewables, transition
Organization: Department of Energy
Development Optimization of a Systematic Approach to Identifying Lead Service Lines - One Community’s Success: Metadata entry

Lead service lines (LSLs), when present, are the largest source of lead in drinking water, and their removal is necessary to reduce public exposure to lead from drinking water. Unfortunately, the composition of many service lines (SLs) is uncertain. The town of Bennington, Vermont, for example, has unreliable SL records, making it challenging to build an inventory and conduct an LSL replacement program. In 2017, Bennington commenced a project to identify SL materials and replace all LSLs. 159 control homes, consisting of 99 LSL and 60 non-LSL sites, were chosen for record reviews, visual SL observations, fully flushed (FF) and sequential profile water sampling, and test excavations to evaluate method accuracies. Of the 159 control homes, records for 90 % of the 99 known LSL homes were accurate. Whereas 3 % of the 60 non-lead SL homes’ records accurately identified SL material. Fully flushed and sequential profile samples (SPSs) were 73 % and 95 % accurate for identifying LSLs and 95 % and 83 % accurate for identifying non-LSLs, respectively. Results were 100 % accurate when visual observations, FF samples, and test excavation were used in a stepwise approach. A stepwise approach consisting of visual SL observations, FF samples, and SPSs achieved a 98 % accuracy at identifying LSLs and a 67 % cost reduction compared to performing test excavations at each home. Findings from this control group study are critical for state, tribal, and local officials to inform their decisions about the selected approach to identify unknown SLs. This dataset is not publicly accessible because: EPA was not the lead in this work. The data is owned and maintained by the lead author Patrick Smart and their organization MSK Engineers. It can be accessed through the following means: Data will be made available on request. Contact the corresponding author from MSK Engineers, PE, MSK Engineers 150 Depot Street, Bennington, VT, United States, Patrick Smart (psmart@mskeng.com). Format: Data consists of the records review from 159 control homes, consisting of 99 lead service lines  and 60 non-LSL sites.  Data summary from visual service line observations, fully flushed and sequential profile water sampling, and test excavations to evaluate method accuracies were compiled. 

This dataset is associated with the following publication:
Smart, P., L. MacRae, C. Formal, and D. Lytle. Development Optimization of a Systematic Approach to Identifying Lead Service Lines - One Community’s Success.   WATER RESEARCH. Elsevier Science Ltd, New York, NY, USA, 246: 120725, (2023).

Tags: drinking-water, fully-flushed-samples, lead, sequential-profile-samples, service-line, stepwise-service-line-identification, water-sampling
Organization: U.S. Environmental Protection Agency
Docked Bikeshare Trips: Largest 6 Systems

The Bureau of Transportation Statistics calculates this value using system data provided by CitiBike NY/JC (New York, NY and Jersey City, NJ), Capital Bikeshare (Washington, DC area), Divvy (Chicago, IL), Bay Wheels (San Francisco, CA), and Blue Bikes (Boston, MA area).

Tags: bikeshare, monthly-transportation-statistics
Organization: Department of Transportation
Takata Recall

Tens of millions of vehicles with Takata air bags are under recall. Long-term exposure to high heat and humidity can cause these air bags to explode when deployed. Such explosions have caused injuries and deaths. 

NHTSA urges vehicle owners to take a few simple steps to protect themselves and others from this very serious threat to safety.

This dataset tracks various progress indicators for the recall.

Tags: takata
Organization: Department of Transportation
Lead X-ray absorption near edge spectroscopy (XANES) linear combination fit modelling

Dataset is Lead speciation analysis by X-ray absorption spectroscopy and linear combination fitting modelling with known lead standards. Samples were from a potted incubation experiment where lead paint chip contaminated soil was amended with 3 different sources of phosphorus: triple super phosphate, potassium phosphate, and bone meal. Phosphorus was amended at 3 different phosphorus rates. Soil was allowed to incubate at room conditions for 159 days with rewatering to maintain moisture. Subsamples were measured from each incubation pot after 30 and 159 days (T1 and T2). Paint chip contamination source contained a mixture of anglesite (lead sulfate), massicot (lead oxide) and cerussite (lead carbonate). Lead species in soil contained a mixture of lead adsorbed to iron oxides, lead oxide, and lead sulfate. No lead phosphate species were identified in any samples indicating that methods used in this study did not transform soil lead to desired form for remediation of lead. 

This dataset is associated with the following publication:
Madsen, J., Z. Dascalos, K. Ramsey, F. Mayer, C. Wong, Z. Raposo, R. Hunter, M. Reinhart, A. Carlson, A. Catlin, T. Mihelic, Z. Pfahler, A. Carroll, K. Angelich, C. Stubler, D. Sun, A. Betts, and C. Appel. Impacts of phosphorus amendments on legacy soil contamination from lead-based paint on a California, USA university campus.   CHEMOSPHERE. Elsevier Science Ltd, New York, NY, USA, 362: 142645, (2024).

Tags: bioaccessible, immobilization, lead, lead-speciation, phosphorus, remediation, soil-contamination, xanes
Organization: U.S. Environmental Protection Agency
Rifle and Pistol

Emissions data from firing an M4 carbine rifle and a M9  pistol. 

This dataset is associated with the following publication:
Aurell, J., A. Holder, B. Gullett, T. Sowers, J. Weinstein, P. Kariher, k. mcnesby, Y. Kim, and M. Gilmour. Gas and Particle Emissions from Rifle and Pistol Firing.   JOURNAL OF HAZARDOUS MATERIALS. Elsevier Science Ltd, New York, NY, USA, 476: 135196, (2024).

Tags: carbon-monoxide, emissions, exposure, metals, particulate-matter-pm, pistol, range-ventilation, rifle
Organization: U.S. Environmental Protection Agency
Financial Well-Being in America (2017)

The 2017 National Financial Well-Being in America Survey, conducted for the CFPB Offices of Financial Education and Financial Protection for Older Americans, was an online survey conducted to measure the financial well-being of adults in the United States. These data were created as a foundation for internal and external research into financial well-being and are relevant to work being done by researchers in the Office of Research who have access to the (deidentified) data.

Tags: employment, finance, financial-behaviors, financial-freedom, financial-security, freedom-of-choice, income, past-financial-experiences, safety-nets, savings, skills, well-being
Organization: Consumer Financial Protection Bureau
Home Mortgage Disclosure Act (HMDA) Public Data from 2007-2017

Home Mortgage Disclosure Act (HMDA) requires many FIs to maintain, report, and publicly disclose information about applications for and originations of mortgage loans.  HMDA s purposes are to provide the public and public officials with sufficient information to enable them to determine whether institutions are serving the housing needs of the communities and neighborhoods in which they are located, to assist public officials in distributing public sector investments in a manner designed to improve the private investment environment, and to assist in identifying possible discriminatory lending patterns and enforcing antidiscrimination statutes. 

Tags: consumer, finance, hmda, home-mortgage-disclosure-act, loan, mortgage
Organization: Consumer Financial Protection Bureau
Terms of Credit Card Plans (TCCP) Survey

The TCCP is a semi-annual survey on the terms of credit card plans offered by over 150 financial institutions.  Twice per year, the Bureau is required by law to collect certain credit card price and availability information from a sample of credit card issuers and report this information to Congress and the public.  The largest credit card issuers in the country are required to participate in the survey as well as a sample of geographically diverse issuers.

Tags: credit-card, plans, survey, terms
Organization: Consumer Financial Protection Bureau
MTA Customer Feedback Data: 2014-2019

This dataset contains information on customer feedback submitted by riders of the transit system on the MTA’s website. For each piece of feedback provided, it is categorized as a complaint or commendation, and there is information provided for the agency (Buses, Subway, Long Island Rail Road, or Metro-North Railroad), the subject matter, the subject detail, the issue detail, the year, the quarter, and, if applicable, the branch/line/route.

Tags: bus, bus-routes, commendations, commuter-rail, complaints, customer-service, customers, feedback, lines, lirr, long-island-rail-road, metro-north, metro-north-railroad, mnr, mta-bus, mta-bus-company, new-york-city-transit, nyct, routes, sir, staten-island-railway, subway, subway-lines
Organization: State of New York
MOVES 2022 Input Data Tables

Inputs for the publicly available EPA modeling utility MOVES (MOtor Vehicle Emissions Simulator), used to estimate air pollution emissions from mobile sources. Please contact dec.sm.MOVES@dec.ny.gov with questions.

Tags: electric-vehicles, emissions, fuels, mobile, mobile-emissions, modeling, motor-vehicle-emissions-simulator, motor-vehicles, moves, moves-3, moves3, vehicle-miles-traveled, vehicle-population
Organization: State of New York
Victim Assistance Program (VAP) Business Offices

Since 1981, OVS has had a legislative appropriation for the purpose of making grants for the provision of local victim/witness assistance and services. Initially, twenty-three programs received grant funds for this purpose. Currently, 186 victim/witness assistance programs have grant awards from the OVS, ranging from $32,000 to over $1.8 million. OVS supports statewide, comprehensive victim/witness assistance services in all sectors of the community. Criminal justice agencies, non-profit victim programs and specific municipal programs all receive support. Examples include DA offices, Probation Departments, YWCAs, local police departments, hospitals, and nonprofit organizations. This data set contains all service locations associated with OVS VOCA awards. It should be noted that some programs do not have a physical address listed, instead, they show a PO Box. In these cases the physical addresses are safeguarded as they are generally Domestic Violence shelters providing services to victims who may be in danger were their location to be disclosed.

Organization: State of New York
SHIP Sudden Unexpected Infant Death Rate (SUIDs) 2009-2021

This is historical data. The update frequency has been set to "Static Data" and is here for historic value. Updated on 8/14/2024

Sudden Unexpected Infant Death Rate - This indicator shows the rate of sudden unexpected infant deaths (SUIDs) per 1,000 live births. Sudden unexpected infant deaths (SUIDs) include deaths from Sudden Infant Death Syndrome (SIDS), unknown cause, accidental suffocation and strangulation in bed. Three hundred and sixty-two babies died from SUIDs in Maryland from 2005-2009. <a href ="https://health.maryland.gov/pophealth/Documents/SHIP/SHIP%20Lite%20Data%20Details/Sudden%20Unexpected%20Infant%20Death.pdf" > Link to Data Details </a>

Tags: mdh, state-health-improvement-process, suids, vital-stats, vsa
Organization: State of Maryland
SHIP Annual Season Influenza Vaccinations 2011-2021

This is historical data. The update frequency has been set to "Static Data" and is here for historic value. Updated on 8/14/2024

Annual Season Influenza Vaccinations - This indicator shows the percentage of adults who are vaccinated annually against seasonal influenza. For many people, the seasonal flu is a mild illness, but for some it can lead to pneumonia, hospitalization, or death. Vaccination of persons in high-risk populations is especially important to reduce their risk of severe illness or death. <a href="https://health.maryland.gov/pophealth/Documents/SHIP/SHIP%20Lite%20Data%20Details/Annual%20Season%20Influenza%20Vaccinations.pdf" > Link to Data Details </a>

Tags: brfss, flu, flu-vaccine, flu-vacinations, immunizations, ship, state-health-improvement-process
Organization: State of Maryland
SHIP Students Entering Kindergarten Ready To Learn 2014-2021

This is historical data. The update frequency has been set to "Static Data" and is here for historic value. Updated on 8/14/2024

Students Entering Kindergarten Ready To Learn - This indicator shows the percentage of students who enter Kindergarten ready to learn. Readiness to learn in the first year of school is strongly linked to later school success, which is predictive of adult health. Full readiness to learn is defined as consistently demonstrating skills, knowledge, and behaviors which are needed to successfully engage in kindergarten curriculum. <a href = "https://health.maryland.gov/pophealth/Documents/SHIP/SHIP%20Lite%20Data%20Details/Student%20Entering%20Kindergarten%20Ready%20to%20Learn.pdf">Link to Data Details </a>

Tags: kindergarten, mdh, msde, ship, state-health-improvement-process, students
Organization: State of Maryland
Maryland PRAMS 2006-2014 Surveillance and Selected Healthy People 2020 Objectives

This is historical data. The update frequency has been set to "Static Data" and is here for historic value. Updated 8/14/2024. 


Results from the Maryland Pregnancy Risk Assessment Monitoring System (PRAMS) survey of new mothers who delivered live births in the years 2006 through 2014 for selected Healthy People 2020 objectives. The two missing values for "Increase abstinence from binge drinking*** among pregnant women." are <100%. [*PRAMS data includes only information on pregnancies that end in live birth. **First trimester defined by PRAMS as <13 weeks. ***Binge drinking = 4 or more drinks in a two hour sitting, starting 2009 births.  Prior to 2009, binge drinking = 5 or more drinks in one episode.]

Tags: healthy-people-2020, maternal-and-child-health, postpartum, preconception, prenatal, risk-factors
Organization: State of Maryland