AndreaBozzo/ceres-open-data-index huggingface dataset:
NOAA/WDS Paleoclimatology - Wager - Green Canyon South - PSME - ITRDB UT569

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 Tree Ring. The data include parameters of tree ring with a geographic location of Utah, United States Of America. The time period coverage is from 148 to -49 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.

Tags: biological records, climate indicators, continent, doc/noaa/nesdis/ncei, douglas-fir, earth science, green canyon south, land records, latitude 41.773, longitude -111.737, material: null, national centers for environmental information, nesdis, noaa, north america, paleoclimate, paleoclimate indicators, pseudotsuga menziesii (mirb.) franco, psme, tree ring, tree rings, tree-ring, u.s. department of commerce, united states of america, utah, what: age, what: total ring width, width
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Water Quality - Public

The collection of water quality data has been an integral part of the International Boundary and Water Commission's mission and goal since the signing of the 1944 Water Treaty. The IBWC collects water quality data for several transboundary rivers, the Rio Grande, Colorado River, New River, Alamo River, and the Tijuana River, along with stations in the Pacific Ocean known as the South Bay Ocean Outfall Water Quality Monitoring Program (Pacific Ocean).The data is collected and exchanged between the United States and Mexico as agreed to under the IBWC 1944 Water Treaty and the subsequent agreements made by the IBWC to implement the various water quality monitoring programs along the border. Water quality goals for each program are either specified in an IBWC Minute (such as Minute No. 264 for New River), or compared to water quality standards using United States or Mexican standards for rivers and streams.

Tags: public
Organization: International Boundary & Water Commission
NOAA/WDS Paleoclimatology - Larson - Merritt Forest Preserve Update - QUAL - ITRDB IA036

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 Tree Ring. The data include parameters of tree ring with a geographic location of Iowa, United States Of America. The time period coverage is from 107 to -67 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.

Tags: biological records, climate indicators, continent, doc/noaa/nesdis/ncei, earth science, iowa, land records, latitude 42.7, longitude -91.13, material: null, merritt forest state preserve, national centers for environmental information, nesdis, noaa, north america, paleoclimate, paleoclimate indicators, qual, quercus alba l., tree ring, tree rings, tree-ring, u.s. department of commerce, united states of america, what: age, what: total ring width, white oak, width
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA/WDS Paleoclimatology - Wiles - Bridget Cove Yellow Cedar - CHNO - ITRDB AK192

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 Tree Ring. The data include parameters of tree ring with a geographic location of Alaska, United States Of America. The time period coverage is from 306 to -66 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.

Tags: alaska, alaska yellow-cedar, biological records, bridget cove yellow cedar, chamaecyparis nootkatensis (d. don) spach, chno, climate indicators, continent, doc/noaa/nesdis/ncei, earth science, land records, latitude 58.63, longitude -134.931, material: null, national centers for environmental information, nesdis, noaa, nootka cypress, north america, paleoclimate, paleoclimate indicators, tree ring, tree rings, tree-ring, u.s. department of commerce, united states of america, what: age, what: total ring width, width
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA/WDS Paleoclimatology - Wiles - Yellowlegs Shore Pine - PICO - ITRDB AK198

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 Tree Ring. The data include parameters of tree ring with a geographic location of Alaska, United States Of America. The time period coverage is from 391 to -62 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.

Tags: alaska, biological records, climate indicators, continent, doc/noaa/nesdis/ncei, earth science, land records, latitude 58.441, lodgepole pine, longitude -135.609, material: null, national centers for environmental information, nesdis, noaa, north america, paleoclimate, paleoclimate indicators, pico, pinus contorta douglas ex loudon, tree ring, tree rings, tree-ring, u.s. department of commerce, united states of america, what: age, what: total ring width, width, yellowlegs shore pine
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA/WDS Paleoclimatology - Wiles - Cedar Lake Yellow Cedar - CHNO - ITRDB AK193

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 Tree Ring. The data include parameters of tree ring with a geographic location of Alaska, United States Of America. The time period coverage is from 339 to -66 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.

Tags: alaska, alaska yellow-cedar, biological records, cedar lake yellow cedar, chamaecyparis nootkatensis (d. don) spach, chno, climate indicators, continent, doc/noaa/nesdis/ncei, earth science, land records, latitude 58.658, longitude -134.964, material: null, national centers for environmental information, nesdis, noaa, nootka cypress, north america, paleoclimate, paleoclimate indicators, tree ring, tree rings, tree-ring, u.s. department of commerce, united states of america, what: age, what: total ring width, width
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA/WDS Paleoclimatology - Wiles - Excursion Ridge Shore Pine (ERSP) - PICO - ITRDB AK200

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 Tree Ring. The data include parameters of tree ring with a geographic location of Alaska, United States Of America. The time period coverage is from 460 to -58 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.

Tags: alaska, biological records, climate indicators, continent, doc/noaa/nesdis/ncei, earth science, excursion ridge shore pine (ersp), land records, latitude 58.44917, lodgepole pine, longitude -135.58623, material: null, national centers for environmental information, nesdis, noaa, north america, paleoclimate, paleoclimate indicators, pico, pinus contorta douglas ex loudon, tree ring, tree rings, tree-ring, u.s. department of commerce, united states of america, what: age, what: total ring width, width
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA/WDS Paleoclimatology - Khorgo Lava Pine - PISI - Tree-ring Stable Carbon and Oxygen Isotope Data from 1830-2011 CE

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 Tree Ring. The data include parameters of tree ring with a geographic location of Mongolia, Eastern Asia. The time period coverage is from 120 to -61 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.

Tags: asia, biological records, carbon isotopes, climate indicators, continent, doc/noaa/nesdis/ncei, earth science, eastern asia, khorgo lava, land records, latitude 48.17, longitude 99.87, material: alpha cellulose, material: null, mongolia, national centers for environmental information, nesdis, noaa, oxygen isotopes, paleoclimate, paleoclimate indicators, tree ring, tree rings, tree-ring, u.s. department of commerce, what: age, what: delta 13c, what: delta 18o, what: sample identification
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
NOAA/WDS Paleoclimatology - Khan - Lowari Top - PCSM - ITRDB PAK042

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 Tree Ring. The data include parameters of tree ring with a geographic location of Pakistan, Southcentral Asia. The time period coverage is from 315 to -67 in calendar years before present (BP). See metadata information for parameter and study location details. Please cite this study when using the data.

Tags: asia, biological records, climate indicators, continent, doc/noaa/nesdis/ncei, earth science, himalayan spruce, land records, latitude 35.3334, longitude 71.8059, lowari top, material: null, national centers for environmental information, nesdis, noaa, pakistan, paleoclimate, paleoclimate indicators, pcsm, picea smithiana (wall.) boiss., southcentral asia, tree ring, tree rings, tree-ring, u.s. department of commerce, what: age, what: total ring width, width
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Metabolically active bacteria detected with click chemistry in low organic matter rainwater.

Measurement of total organic carbon, inorganic nutrients, pH, & specific conductance. Bacteria counts (total and active). 

This dataset is associated with the following publication:
Guillemette, R., M. Harwell, and C. Brown. Metabolically active bacteria detected with click chemistry in low organic matter rainwater.   PLOS ONE. Public Library of Science, San Francisco, CA, USA, 18(5): e0285816, (2023).

Tags: active-bacteria, microbiology, rain-bacteria, water-reuse
Organization: U.S. Environmental Protection Agency
Cargo Quantity Reporting

Provides entities that perform air cargo screening with the capability to enter and report the amount of air cargo they tendered to an air carrier  the amount screened  and the amount the air carrier uplifted.  This information enables TSA to audit and verify compliance with the 100% screening mandate in the Implementing Recommendations of the 9/11 Commission Act of 2007

Tags: air-carrier-compliance-reporting, cargo, cargo-reporting-tool, ccsf-compliance-reporting, compliance, crt, fas, freight-assessment-tool, screening
Organization: Department of Homeland Security
Global Terrorism Database

The Global Terrorism Database™ (GTD) is an open-source database including information on terrorist events around the world from 1970 through 2020 (with annual updates planned for the future). Unlike many other event databases, the GTD includes systematic data on domestic as well as international terrorist incidents that have occurred during this time period and now includes more than 200,000 cases.

Tags: global-terrorism, open-data
Organization: Department of Homeland Security
TSA System of Record Notices (SORNs)

The collection of System of Records Notices for TSA systems.  A system of record is a group of any records under the control of TSA from which information is retrieved by the name of the individual or by some identifying number, symbol, or other identifier assigned to the individual.  The Privacy Act requires each agency to publish notice of its systems of records in the Federal Register.  This notice is generally referred to as System of Records Notice or SORN.

Tags: individual, notice, privacy, sorn, system, system-of-record
Organization: Department of Homeland Security
Datasets for manuscript "Tracking end-of-life stage of chemicals: a scalable data-centric and chemical-centric approach"

As described in the README.md file, the GitHub repository PRTR_transfers are Python scripts written to run a data-centric and chemical-centric framework for tracking EoL chemical flow transfers, identifying potential EoL exposure scenarios, and performing Chemical Flow Analysis (CFA). Also, the created Extract, Transform, and Load (ETL) pipeline leverages publicly-accessible Pollutant Release and Transfer Register (PRTR) systems belonging to Organization for Economic Cooperation and Development (OECD) member countries. The Life Cycle Inventory (LCI) data obtained by the ETL is stored in a Structured Query Language (SQL) database called PRTR_transfers that could be connected to Machine Learning Operations (MLOps) in production environments, making the framework scalable for real-world applications. The data ingestion pipeline can supply data at an annual rate, ensuring labeled data can be ingested into data-driven models if retraining is needed, especially to face problems like data and concept drift that could drastically affect the performance of data-driven models.
Also, it describes the Python libraries required for running the code, how to use it, the obtained outputs files after running the Python script, and how to obtain all manuscript figures (file Manuscript Figures-EDA.ipynb) and results. 

This dataset is associated with the following publication:
Hernandez-Betancur, J.D., G.J. Ruiz-Mercado, and M. Martín. Tracking end-of-life stage of chemicals: A scalable data-centric and chemical-centric approach.   Resources, Conservation and Recycling. Elsevier Science BV, Amsterdam,  NETHERLANDS, 196: 107031, (2023).

Tags: chemical-centric, end-of-life, environmental-releases, tri-chemicals
Organization: U.S. Environmental Protection Agency
Ecological characteristics impact PFAS concentrations in a U.S. North Atlantic food web- Dataset

PFAS concentration, stable isotope, and organism data are provided for archived samples of marine/estuarine organisms collected in Narragansett Bay, RI, and associated offshore waters from 2006-2014. Portions of this dataset are inaccessible because: Dataset will be provided as an Excel file upon publication in journal. They can be accessed through the following means: Dataset will be provided as an Excel file. Format: Dataset will be provided as an Excel file. 

This dataset is associated with the following publication:
Hedgespeth, M.L., D.L. Taylor, S. Balint, M. Schwartz, and M.G. Cantwell. Ecological characteristics impact PFAS concentrations in a U.S. North Atlantic food web..   SCIENCE OF THE TOTAL ENVIRONMENT. Elsevier BV, AMSTERDAM,  NETHERLANDS, 880(1 July 2023): 163302, (2023).

Tags: bioaccumulation, estuary, fluorochemical, trophic-magnification
Organization: U.S. Environmental Protection Agency
Marsh data

Soil and chemical data in first data file are for marshes in CA and NY. The soil data associated with the Ninigret marsh (RI) may be used by managers and restoration specialists assessing the vulnerability and condition of the similar salt marshes in RI. The data are site specific and may be of interest to the Prudence Island National Estuarine Research Reserve, Save the Bay, and the RI Coastal Resources Management Council. 

This dataset is associated with the following publication:
Watson, E., F.I. Rahman, A. Woolfolk, R. Meyer, N. Maher, C. Wigand, and A.B. Gray. High nutrient loads amplify carbon cycling across California and New York coastal wetlands but with ambiguous effects on marsh integrity and sustainability.   PLOS ONE. Public Library of Science, San Francisco, CA, USA, 17(9): e0273260, (2022).

Tags: belowground-production, eutrophication, marsh-sustainability, salt-marsh, soil-respiration
Organization: U.S. Environmental Protection Agency
Assessing the relative importance of stressors to the benthic index, M-AMBI: an example from U.S. estuaries

These are these are the data used in the paper:
Assessing the relative importance of stressors to the benthic index, M-AMBI: an example from U.S. estuaries. 

This dataset is associated with the following publication:
Pelletier, M., and M. Charpentier. Assessing the relative importance of stressors to the benthic index, M-AMBI: An example from U.S. estuaries.   MARINE POLLUTION BULLETIN. Elsevier Science Ltd, New York, NY, USA, 186: 114456, (2023).

Tags: benthic-index, m-ambi, random-forest, statistics, stressors
Organization: U.S. Environmental Protection Agency
Supporting Datasets for assessing lake and reservoir recreation suitability based on Landsat 8 water clarity

Water quality is a critical consideration in determining the beneficial uses of these waters. Water clarity has long been used by aquatic monitoring programs as a visual indicator of the condition of water quality. During field operations, water clarity is often monitored using an inexpensive Secchi disk. The Secchi disk is a 20-centimeter (8 inch) diameter metal or weighted plastic disk, normally black and white, which is attached to a measured line and lowered into a lake until it can be no longer seen. Therefore, Secchi depth becomes a visual measure of water clarity. 
This dataset contains Secchi depths predicted from atmospherically corrected Landsat 8 spectral data collected from 2014 – 2018 for over 200 lakes and reservoirs in the continental United States and in situ Secchi data from eutrophic, mesotrophic, and oligotrophic lakes and reservoirs retrieved from the AquaSat database as well as the Water Quality Portal (WQP) and LAGOS-NE databases, which are paired (matched) with Landsat archived images collected within 1- 3 days of a sampling event.  The data are in tabular format in an EXCEL spreadsheet in *.xlsx format.
The data were collected to determine if Secchi depths could be accurately determined for inland lakes and reservoirs at continental scales from satellite derived inherent optical properties and light attenuation character of freshwater lakes and reservoirs. The predicted Secchi depth data were then used in an assessment framework to supplement social surveys which seek to assess the suitability of freshwater lakes and reservoirs for recreation based on public perception.



Tags: lakes-and-reservoirs, landsat-8, secchi-depth, water-clarity
Organization: U.S. Environmental Protection Agency
Ecosystem Services Benefits of Restoration BMPs in Chesapeake Bay

Data files provide the 1) baseline county values for each ecosystem service (County_Baseline_FEGS_Values.xlsx), 2) baseline county values for 2019 BMP implementation (County_BMP_2019.xlsx), 3) per acre values associated with BMP implementation for each ecosystem service (BMP_FEGS_Multipliers_PerAcre.xlsx), 4) descriptive connections between watershed outcomes and ecosystem services (FEGS_Outcomes_Connections.xlsx), and 5) descriptive connections between BMPs and ecosystem services or outcomes (BMP_FEGS_Outcome_Connections.xlsx). 

This dataset is associated with the following publication:
Rossi, R., C. Bisland, B. Jenkins, V. Van Note, B. Williams, E. Trentacoste, and S. Yee. Chesapeake Bay RESES. U.S. Environmental Protection Agency, Washington, DC, USA, 2023.

Tags: best-management-practices, chesapeake-bay, conservation, ecosystem-services, restoration, watershed
Organization: U.S. Environmental Protection Agency
MassBays Ecosystem Services Capacity

This data set contains multiple data sheets pertaining to the manuscript entitled: "A Matrix Approach to Quantify Spatio-temporal Trends in Ecosystem Services Capacity for Massachusetts Bay National Estuary Embayments". S1 includes seven excel sheets in total:  1) ecosystem service to habitat scoring matrix, 2)  literature review summary statistics for the matrix, 3) Raw Literature Values, 4) Literature Review Studies, 5) Services Classification Key, 6) Land Cover Classification Key, and 7) Aggregated Results for Mass Bays assessment areas.  S2 is a collection of maps and time series for each MassBays assessment area. 

This dataset is associated with the following publication:
Branoff, B., G. Cicchetti, S. Jackson, M. Pryor, L. Sharpe, E. Shumchenia, and S. Yee. Capturing twenty years of change in ecosystem services provided by coastal Massachusetts habitats.   Ecosystem Services. Elsevier Online, New York, NY, USA, 61: 101530, (2023).

Tags: connectivity, ecosystem-service, estuary, landscape, salt-marsh, seagrass, tidal-flat
Organization: U.S. Environmental Protection Agency
Data set for a PFAS pestilcide pyrifluquinazon + dibutyl phthalate in utero mixture on male rat offspring reproductive development.  Dose Additive effects of dissimilarly acting toxicants

data set has a description of the information in the excell file and all the data used in the study. 

This dataset is associated with the following publication:
Gray, E., J. Conley, C. Lambright, and J. Furr. In utero exposure to a mixture of the perfluoroalkylisopropyl pesticide pyrifluquinazon with dibutyl phthalate
cumulatively disrupts male rat reproductive development via different mechanisms of action.   TOXICOLOGICAL SCIENCES. Society of Toxicology, RESTON, VA,  188(2): 234-247, (2022).

Tags: chemical-mixtures, dibutyl-phthalate, dose-additivity, per-and-polyfluoroalkyl-substances-pfas, reproductive-toxicity
Organization: U.S. Environmental Protection Agency
DINP VS T PROD AND INSL3 DOSE RESPONSE 2023

DATA USED IN PAPER. 

This dataset is associated with the following publication:
Gray, L. Biologically relevant reductions in fetal testosterone and Insl3 induced by in utero exposure to high levels of di-isononyl phthalate (DINP) in male rats.   TOXICOLOGY AND APPLIED PHARMACOLOGY. Academic Press Incorporated, Orlando, FL, USA, 465(116454): 1, (2023).

Tags: adverse-outcome-pathways-aops, chemical-mixtures, childrens-environmental-health, cumulative-risk, pfas
Organization: U.S. Environmental Protection Agency
Quantification of microplastics in sediments from Narragansett Bay, Rhode Island USA using a novel isolation and extraction method

These are the raw data associated with the manuscript, "Quantification of microplastics in sediments from Narragansett Bay, Rhode Island USA using a novel isolation and extraction method" All raw data also appears within supplementary materials of this publication. 

This dataset is associated with the following publication:
Cashman, M., T. Langknecht, D. El Khatib, R. Burgess, T. Boving, S. Robinson, and K. Ho. Quantification of microplastics in sediments from Narragansett Bay, Rhode Island USA using a novel isolation and extraction method.   MARINE POLLUTION BULLETIN. Elsevier Science Ltd, New York, NY, USA, 174: 113254, (2022).

Tags: cellulose-acetate, marine-pollution, microplastics, plastic, sediments
Organization: U.S. Environmental Protection Agency