AndreaBozzo/ceres-open-data-index huggingface dataset:
Biological mapping and speciation analysis examines origin and fate of lead species in soil before and after remediation to promote plumbojarosite formation

X-ray absorption spectroscopy raw data files. 

This dataset is associated with the following publication:
Sowers, T., M. Blackmon, S. Bone, A. Kirby, M. Jerden, M. Noerpel, K. Scheckel, and K. Bradham. Successful Conversion of Pb-Contaminated Soils to Low-Bioaccessibility Plumbojarosite Using Potassium-Jarosite at Ambient Temperature.   ENVIRONMENTAL SCIENCE & TECHNOLOGY. American Chemical Society, Washington, DC, USA, 56(22): 15718-15727, (2022).

Tags: lead, plumbojarosite, remediation, soil, speciation, spectra, xas, xas-xrf-mapping
Organization: U.S. Environmental Protection Agency
ARGs in Kewaunee County Riverbed Sediment and Surface Water: Data from Beattie et al. 2018

The relative abundance of antibiotic resistance genes measured from spatially and temporally distributed sampling in Kewaunee County, Wisconsin. 

Tags: animal-feeding-operations, antibiotic-resistance, antimicrobial-resistance-amr, land-application, sediments, surface-water
Organization: U.S. Environmental Protection Agency
EK80 Water Column Sonar Data Collected During PC1805

The primary objective of this cruise was to conduct a dual team visual and acoustic line transect survey of oceanic waters of the US Gulf of Mexico. The survey was primarily conducted in waters 100 m and deeper, out to the US EEZ boundary in the Gulf of Mexico. Surveys were conducted along prescribed tracklines in a "double saw-tooth" configuration. A total of 7,480km of survey effort were planned, with tracklines being nominally spaced at 120km and oriented to be perpendicular to bathymetry in four defined strata. Secondary objectives included plankton sampling on leg 1 and active acoustic surveying during night hours, cetacean tissue biopsy sampling and the recovery and redeployment of a deep water autonomous acoustic recorder. The project  commenced in Charleston, SC on 5 August 2018 and concluded in Pascagoula, MS on 7 October 2018.

Tags: acoustic scattering, acoustic sounders, aquatic ecosystems, aquatic sciences, bathymetry, bathymetry/seafloor topography, benthic, biosphere, doc/noaa/nesdis/ncei, doc/noaa/nesdis/ngdc, earth science, ecosystems, fisheries, gulf of mexico, in situ/laboratory instruments, marine ecosystems, national centers for environmental information, national geophysical data center, nesdis, noaa, ocean acoustics, oceans, pelagic, profilers/sounders, seafloor topography, u.s. department of commerce, vertical location, water column, water column mapping system, wcms
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
H12418: NOS Hydrographic Survey , Admiralty Inlet, WA, 2012-05-10

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, admiralty inlet, bathymetry, bathymetry/seafloor topography, continent, doc/noaa/nesdis/ncei, doc/noaa/nesdis/ngdc, earth remote sensing instruments, earth science, global positioning system/inertial measurement unit, gps, gps receivers, gps/imu, hydrographic surveys for selected locations within the united states (hydro_bathy_2006), in situ ocean-based platforms, in situ/laboratory instruments, marine sediments, mbes, msbs, multibeam mapping system, multibeam swath bathymetry system, national centers for environmental information, national geophysical data center, nesdis, noaa, north america, ocean, oceans, passive remote sensing, positioning/navigation, profilers/sounders, seafloor topography, sediment composition, ships, sonar, sound navigation and ranging, u.s. department of commerce, united states of america, vicinity of marrow stone island, water depth
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
H12110: NOS Hydrographic Survey , San Fransisco Bay, California, 2009-08-03

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: 10 nautical miles southwest of golden gate, acoustic sounders, bathymetry, bathymetry/seafloor topography, california, continent, doc/noaa/nesdis/ncei, doc/noaa/nesdis/ngdc, earth remote sensing instruments, earth science, global positioning system/inertial measurement unit, gps, gps receivers, gps/imu, gulf of the farallones, hydrographic surveys for selected locations within the united states (hydro_bathy_2006), in situ ocean-based platforms, in situ/laboratory instruments, marine sediments, mbes, msbs, multibeam mapping system, multibeam swath bathymetry system, national centers for environmental information, national geophysical data center, nesdis, noaa, north america, ocean, oceans, passive remote sensing, positioning/navigation, profilers/sounders, seafloor topography, sediment composition, ships, sonar, sound navigation and ranging, u.s. department of commerce, united states of america, water depth
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
H12419: NOS Hydrographic Survey , Admiralty Inlet, WA, 2012-05-24

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, admiralty inlet, bathymetry, bathymetry/seafloor topography, continent, doc/noaa/nesdis/ncei, doc/noaa/nesdis/ngdc, earth remote sensing instruments, earth science, global positioning system/inertial measurement unit, gps, gps receivers, gps/imu, hydrographic surveys for selected locations within the united states (hydro_bathy_2006), in situ ocean-based platforms, in situ/laboratory instruments, kinney point to foulweather bluff, 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, wa, water depth
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
H12564: NOS Hydrographic Survey , 2013-05-30

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

Tags: acoustic sounders, bathymetry, bathymetry/seafloor topography, continent, doc/noaa/nesdis/ncei, doc/noaa/nesdis/ngdc, earth remote sensing instruments, earth science, global positioning system/inertial measurement unit, gps, gps receivers, gps/imu, hydrographic surveys for selected locations within the united states (hydro_bathy_2006), in situ ocean-based platforms, in situ/laboratory instruments, marine sediments, mbes, msbs, multibeam mapping system, multibeam swath bathymetry system, national centers for environmental information, national geophysical data center, nesdis, noaa, north america, ocean, oceans, passive remote sensing, pilot point to apple cove point, positioning/navigation, profilers/sounders, puget sound, 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
Allegheny County Jail Daily Census

A daily census of the inmates at the Allegheny County Jail (ACJ). Includes gender, race, age at booking, and current age. The records for each month contain a census for every day, therefore many inmates records are repeated each day. 

Another representation of this data is the County's [jail population management dashboard](https://tableau.alleghenycounty.us/t/PublicSite/views/AC_JailPopulationManagement_Final/Home?iframeSizedToWindow=true&:embed=y&:showAppBanner=false&:display_count=no&:showVizHome=no).

Tags: _etl, census, crime, inmates, jail, public-safety
Organization: Allegheny County / City of Pittsburgh / Western PA Regional Data Center
NSF Award Search Web API

The NSF Award Search web API provides a web API interface to the Research.gov's Research Spending and Results data, which provides NSF research award information from 2007.

Tags: nasa, national-aeronautics-and-space-administration-national-aeronautics-and-space-administration-ste, national-science-foundation, nsf, research-and-education, science-and-engineering
Organization: National Science Foundation
Load_Estimation_data_figs_2to5

the dataset includes daily flow and loads, and loads estimated from different estimation methods and sampling frequencies. This dataset is not publicly accessible because: it can be included. It can be accessed through the following means: through ScienceHub. Format: excel. 

This dataset is associated with the following publication:
Kamrath, B., Y. Yuan, N. Manning, and L. Johnson. Influence of sampling frequency and estimation method on phosphorus load uncertainty in the Western Lake Erie Basin, Ohio, USA.   JOURNAL OF HYDROLOGY. Elsevier Science Ltd, New York, NY, USA, 617(B): 128906, (2023).

Tags: lake-erie, load-estimation-method, pollutant-load-estimate, sampling-frequency, uncertainty, water-quality
Organization: U.S. Environmental Protection Agency
Allegheny County Municipal Building Energy and Water Use

This dataset contains energy and water use information from 2010 to the previous full month for County-operated buildings. Metrics include: kBtu (thousand British thermal units), site and source EUI (energy use intensity), annual electricity, natural gas and steam consumption and cost, and water and sewer use and cost. Weather-normalized data enable building performance comparisons over time, despite unusual weather events.

Tags: _etl, buildings, energy, energy-efficiency, eui, sewer, water
Organization: Allegheny County / City of Pittsburgh / Western PA Regional Data Center
Allegheny County Air Quality

Air quality data is collected from the Allegheny County Health Department monitors throughout the county. This data must be verified by qualified individuals before it can be considered official. The following data is unverified. This means that any electrical disruption or equipment malfunction can report erroneous monitored data.

<!--The dashboard featured in the image below uses the data provided through this source.--> For more information about the Health Department's Air Quality Program or to view a live version of the dashboard, please visit the ACHD website: https://alleghenycounty.us/Health-Department/Programs/Air-Quality/Air-Quality.aspx

Tags: _etl, air, air-pollution, air-quality, fine-particulate-matter, health, ozone, pm-2-5, pollution, sulfur-dioxide-so2
Organization: Allegheny County / City of Pittsburgh / Western PA Regional Data Center
Allegheny County COVID-19 Vaccinations

COVID-19 Vaccination data as reported by the County's health department.

This dataset contains 3 tables:

1. Allegheny County COVID-19 Vaccine Individual Data: Contains vaccination information on an individual level
2. Allegheny County COVID-19 Vaccine Municipal Data: Contains counts for each vaccination status for all neighborhoods in Allegheny County within the last 30 days
3. Allegheny County COVID-19 Vaccine Historical Municipal Data: Contains historical counts for each vaccination status for all neighborhoods in Allegheny County 

Types of Vaccination Status:

1. Partially Vaccinated: If an individual has not completed their primary series with either 1 of 2-dose series or 2 of 3-dose series for children under the age of 5 years
2. Completed Primary Series (formerly Fully Vaccinated): If an individual has completed their primary series with the 1-dose J&J series, 2-dose series, or 3-dose series for children under 5 years.
3. Bivalent Booster: If an individual has obtained their bivalent booster dose.

Due to minor discrepancies in the Municipal boundary and the City of Pittsburgh Neighborhood files individuals whose City Neighborhood cannot be identified are be counted as “Undefined (Pittsburgh)”.

Tags: _etl, coronavirus, covid-19, covid19, department-of-health, health, sars-cov-2, vaccinations
Organization: Allegheny County / City of Pittsburgh / Western PA Regional Data Center
Aggregated Parking Transactions

This dataset records Pittsburgh Parking Authority parking transactions for street parking and parking lots, aggregated in ten-minute bins by parking zone. Each row includes the start and end times of the ten-minute bin, the parking zone or lot, the number of transactions, and the payments made during that time span.

**DATA ADVISORY**: As of April/May 2021, the Parking Authority changed its mobile payments system, and since then we have not been able to extract all mobile transactions. We hope to fix this in the future.

**NOTE**: The first resource below is big enough that the download link will time out and not let you download the file. We are working on changing this link.

In the meantime, you may use this download link: https://tools.wprdc.org/downstream/1ad5394f-d158-46c1-9af7-90a9ef4e0ce1

Tags: _etl, parking
Organization: Allegheny County / City of Pittsburgh / Western PA Regional Data Center
Allegheny County Plumbing Inspections & Violations

Inspections of Plumbing Project Plans by the Department of Health. This applies to any plumbing that is installed or altered. It includes replacement cards for the installation of water heaters and dishwasher transmittal sheets. Approximately 14,000 plans are filed, reviewed, and have permits issued by the Health Department annually. Previously, residents were required to submit a formal Right-to-Know request to the Office of Open Records for access to plumbing inspection and violations records. These records can now be downloaded and accessed without a request. 

More about the County's Plumbing Program can be found on the County website at: https://www.alleghenycounty.us/Health-Department/Programs/Plumbing/Plumbing-Program.aspx

Tags: _etl, inspections, plumbing, violations
Organization: Allegheny County / City of Pittsburgh / Western PA Regional Data Center
Allegheny County Weights and Measures Inspections

Inspections conducted by the Allegheny County Bureau of Weights and Measures. The Bureau inspects weighing and timing devices such as gas pumps, laundromat timers, parking meters, and produce scales. The Bureau also conducts price scan verifications on a regular basis to ensure consumers are being charged fairly.

Tags: _etl, food, gas, gas-station, government, grocery, laundromat, meters, parking, pump, retail, scale, store, supermarket, weights-and-measures
Organization: Allegheny County / City of Pittsburgh / Western PA Regional Data Center
Allegheny County Asbestos Permits

Current asbestos permit data issued by the County for commercial building demolitions and renovations as required by the EPA. This file is updated daily and can be downloaded below.

If you're looking for the documents themselves, click on the link directly below to navigate to Allegheny County's Open Document Portal. Here you can search for printable PDFs of the applications and permits for posting at job sites. Start with the 'Select Search Type' drop down field. http://documents.alleghenycounty.us/publicaccess/DatasourceTemplate.aspx

Tags: _etl, health, inspections, permits, properties, public-safety, violations
Organization: Allegheny County / City of Pittsburgh / Western PA Regional Data Center
Pittsburgh Parking Meters and Payment Points

This dataset contains information on the Pittsburgh Parking Authority's parking meters and other payments points, including a description of the location of the meter, which parking zone it is in, and its geocoordinates.

The "Payment Points + Rates" table is augmented with information about rates and the limits on when parking is metered.

Tags: _etl, parking, transportation
Organization: Allegheny County / City of Pittsburgh / Western PA Regional Data Center
211 Service Requests

Every day, thousands of people in our region are struggling to put food on the table, keep the lights on, and keep a roof over their head. 2-1-1 is a 24/7 telephone helpline (also available via text and chat) that helps prevent hunger, utility shut-offs and homelessness when people have nowhere else to turn. During each call, our Resource Navigators skillfully identify an individual’s immediate needs and connect them to services and resources that address the full spectrum of needs discovered through a thoughtful and compassionate conversation.

Tags: 2-1-1, 2-1-1-counts, 211, 211-counts, _etl, human-services, referrals, social-services, united-way
Organization: Allegheny County / City of Pittsburgh / Western PA Regional Data Center
Police Incident Blotter (30 Day)

The 30-Day Police Blotter contains the most recent initial crime incident data, updated on a nightly basis. All data is reported at the block/intersection level, with the exception of sex crimes, which are reported at the police zone level. The information is "semi-refined" meaning a police report was taken, but it has not made its way through the court system. This data is subject to change once it is processed and republished using Uniform Crime Reporting (UCR) standards. The UCR coding process creates a necessary delay before processed data is available for publication. Therefore, the 30-Day blotter will provide information for users seeking the most current information available.   

This dataset will be continually overwritten and any records older than thirty days will be removed. Validated incidents will be moved to the Police Blotter Archive dataset. Data in the archived file is of a higher quality and is the file most appropriate for reporting crime statistics. 

This dataset only contains information reported by City of Pittsburgh Police, and does not contain incidents that solely involve other police departments operating within the city (campus police, Port Authority, etc.)

More documentation is available in our [Crime Data Guide](https://wiki.tessercat.net/wiki/Crime,_Courts,_and_Corrections_in_the_City_of_Pittsburgh).

Tags: _etl, arrests, blotter, crimes, incidents, police, public-safety
Organization: Allegheny County / City of Pittsburgh / Western PA Regional Data Center
Pittsburgh Police Arrest Data

Arrest data contains information on people taken into custody by City of Pittsburgh police officers. More serious crimes such as felony offenses are more likely to result in an arrest. However, arrests can occur as a result of other offenses, such as parole violations or a failure to appear for trial. All data is reported at the block/intersection level, with the exception of sex crimes, which are reported at the police zone level. 

This dataset only contains information reported by City of Pittsburgh Police. It does not contain information about incidents that solely involve other police departments operating within the city (for example, campus police or Port Authority police).

More documentation is available in our [Crime Data Guide](https://wiki.tessercat.net/wiki/Crime,_Courts,_and_Corrections_in_the_City_of_Pittsburgh).

Tags: _etl, arrest, custody, failure-to-appear-for-trial, felony, offenses, parole-violation, police, public-safety
Organization: Allegheny County / City of Pittsburgh / Western PA Regional Data Center
Allegheny County Fatal Accidental Overdoses

NOTE: The cumulative Fatal Accidental Overdoses resource (the first table below) has been modified to address a number of issues, including (but not limited to) duplication of many records.

Fatal accidental overdose incidents in Allegheny County, denoting age, gender, race, drugs present, zip code of incident and zip code of residence.

Zip code of incident is where the Office of the Medical Examiner received the body, not necessarily where the overdose occurred. 

Data includes closed cases only and the previous calendar year data will be updated monthly until the close of the current calendar year. For example, the 2014 resource will be updated monthly until December 2015. 

_If you are looking for the old yearly files they have been archived and compressed and are available below as a zip file._

Tags: _etl, accidental, alcohol, alprazolam, cocaine, codeine, death, drugs, fatal, fentanyl, heroin, od, opiate, opioid, overdose, oxycodone
Organization: Allegheny County / City of Pittsburgh / Western PA Regional Data Center