AndreaBozzo/ceres-open-data-index huggingface dataset:
Maine and New Hampshire 2016 MANAGED_POLYGONS (Managed Area Polygons)

This data set contains vector polygons depicting locations for Management Area, Military, National Estuarine Research Reserve, National Park, Nature Conservancy, Regional or State Park, State Protected Area, and Wildlife Refuge for Maine and New Hampshire. The polygons in the MGT data layer may overlap where an area is associated with more than one agency or feature type. As an example, multiple parks may fall within a county boundary, which may itself fall within a larger polygon depicting the jurisdiction of an Army Corps of Engineers region. Location-specific type and source information are stored in associated data tables (described below) designed to be used in conjunction with this spatial data layer.   This data set is a portion of the ESI data for Maine and New Hampshire. As a whole, the ESI data characterize the marine and coastal environments and wildlife by their sensitivity to spilled oil, and include information for three main components: shoreline habitats, sensitive biological resources, and human-use resources. See also MANAGED_PT, NAV_MARINE_L, NAV_MARINE_PT, NAV_MARINE, POLITICAL_L, POLITICAL_PT, POLITICAL, RESOURCE_PT, RESOURCE, SOCECON_L, SOCECON_PT, and SECECON data layers for additional human-use information.

Tags: 2016, coastal resources, coastal zone management, continent, doc/noaa/nos/orr, earth science, environmental impacts, environmental monitoring, esi, human dimensions, human use resources, maine, maine and new hampshire, managed areas, management areas, national ocean service, new hampshire, noaa, north america, office of response and restoration, oil spill planning, oil spills, sensitivity maps, socioeconomic resources, u.s. department of commerce, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Long Island Sound 2016 T_MAMMAL

This feature class resides within the BIOLOGY Feature Data Set of the Long Island Sound - 2016 ESI Geodatabase. It contains vector polygons representing sensitive biological resource data for terrestrial mammal species within the Long Island Sound study area. The study area includes Long Island Sound, tidal tributaries and bays, freshwater streams and lakes, and land areas in New York and Connecticut.  The six terrestrial mammal species include Northern river otter (Lontra canadensis), Silver-haired bat (Lasionycteris noctivagans), Hoary bat  (Sylvilagus transitionalis), North American least shrew (Cryptotis parva), and Eastern red bat (Lasiurus borealis). Vector polygons in this data set represent terrestrial mammal distributions, colonies, concentration areas, and areas of vulnerable occurrence.

Species-specific abundance, seasonality, status, life history, and source information are stored in associated data tables (described in Entity Attribute Overview below) designed to be used in conjunction with this spatial data layer. This data set is a portion of the ESI data for Long Island Sound.

As a whole, the ESI data characterize the marine and coastal environments and wildlife by their sensitivity to spilled oil, and include information for three main components: shoreline habitats, sensitive biological resources, and human-use resources.

Tags: 2016, animals/vertebrates, atlantic ocean, biological classification, coastal resources, coastal zone management, connecticut, connecticut river, continent, doc/noaa/nos/orr, earth science, environmental impacts, environmental monitoring, environmental sensitivity index, esi, human dimensions, long island, long island sound, mammals, national ocean service, new york, noaa, north america, north atlantic ocean, ocean, office of response and restoration, oil spill planning, oil spills, peconic bay, sensitivity maps, u.s. department of commerce, united states of america, wildlife
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Maine and New Hampshire 2016 HERP Polygons

This data set contains sensitive biological resource data for herpetiles in Maine, New Hampshire. Vector polygons in this data set represent a few species of sea turtles and inland species of turtles, frogs, and salamanders that are endangered, threatened, or of special concern. Species-specific abundance, seasonality, status, life history, and source information are stored in associated data tables (described below) designed to be used in conjunction with this spatial data layer.  This data set is a portion of the ESI data for Maine, New Hampshire. As a whole, the ESI data characterize the marine and coastal environments and wildlife by their sensitivity to spilled oil, and include information for three main components: shoreline habitats, sensitive biological resources, and human-use resources.

Tags: 2016, coastal resources, coastal zone management, continent, doc/noaa/nos/orr, earth science, environmental impacts, environmental monitoring, esi, herp, human dimensions, maine, maine and new hampshire, national ocean service, new hampshire, noaa, north america, office of response and restoration, oil spill planning, oil spills, sensitivity maps, u.s. department of commerce, united states of america, wildlife
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Massachusetts and Rhode Island 2016 HYDROP (Hydrography Polygons)

This data set contains vector polygons representing the coastal shoreline and hydrography used in the creation of the Environmental Sensitivity Index (ESI) for Massachusetts and Rhode Island. As a whole, the ESI data characterize the marine and coastal environments and wildlife by their sensitivity to spilled oil, and include information for three main components: shoreline habitats, sensitive biological resources, and human-use resources. See also the HYDROL (Hydrography Lines), ESIL (ESI Shoreline Types - Lines), ESIP (ESI Shoreline Types - Polygons) data layer for additional shoreline/hydrography information.

Tags: 2016, coastal resources, coastal zone management, continent, doc/noaa/nos/orr, earth science, environmental impacts, environmental monitoring, esi, human dimensions, hydrography, massachusetts, massachusetts and rhode island, national ocean service, noaa, north america, office of response and restoration, oil spill planning, oil spills, rhode island, sensitivity maps, shoreline, u.s. department of commerce, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
MPA Inventory 2020

The NOAA MPA Inventory represents a collection of data compiled from various federal, state, tribal and territorial entities to provide a publicly available source of comprehensive information on place-based marine conservation efforts under U.S. federal, state, territorial, local, and tribal jurisdiction.

Tags: doc/noaa/nos/nms, marine boundaries, marine conservation areas, marine protected areas, mpa_inventory, national geospatial data asset, national marine sanctuaries, national ocean service, ngda, noaa, north america, ocean conservation, u.s. department of commerce, united states, water oceans and coasts theme
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Monterey Bay National Marine Sanctuary: Sanctuary Integrated Monitoring Network (SIMoN)

The Sanctuary Integrated Monitoring Network (SIMoN) is an integrated, long-term program that takes an ecosystem approach to identify and understand changes to the Monterey Bay National Marine Sanctuary. There are more than forty institutions and organizations in the greater Monterey Bay area that are currently examining various aspects of the Monterey Bay National Marine Sanctuary. Marine research conducted in the sanctuary includes long-term monitoring programs that are essential to furthering our understanding, and to determining the health, of the marine ecosystem.   SIMoN enables researchers to monitor the sanctuary effectively by integrating the existing monitoring programs and identifying gaps in information. By avoiding duplication of these programs, resources can be more effectively directed towards surveying and characterizing habitats, assessing the impact of natural processes or human activities on specific resources, and long-term monitoring. Finally, SIMoN serves to make the monitoring data available to managers, decision makers, the research community, and the general public. Current projects, maps and graphs, and educational information are organized by subject on the website. In addition, three interactive maps are available which allow users to visualize, analyze and extract spatial data. The SIMoN Standard Viewer provides a wide variety of GIS data layers of various themes and focus. This viewer is useful for comparing spatial data from a wide variety of scientific disciplines. The SIMoN Water Quality Viewer provides GIS data layers relevant to water quality issues in and around the Monterey Bay National Marine Sanctuary. Finally the R/V McArthur II Research Cruise Viewer provides GIS data layers and links to video clips and images obtained from the April, 2004 McArthur II survey conducted in the Monterey Bay, Cordell Bank and Gulf of the Farallones national marine sanctuaries.

Tags: beaches, california, central california, central california marine research, central california sporadic events, central california web cams, doc/noaa/nos/nms, environmental monitoring, estuary, fisheries, geology, invasive species, kelp forests, marine mammals, marine reserves, monitoring program, monterey bay national marine sanctuary, national marine sanctuaries, national ocean service, nmsp, noaa, ocean observatories, oceanography, rocky shores, seabirds, seamounts, shorebirds, submarine canyons, threatened species, tides, u.s. department of commerce, united states, water quality, weather
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Renewable Electricity Procurement Options Data

The Procurement Analysis Tool (PAT) was developed at NREL to help organizations explore renewable energy options that align with their goals. Users input facility data and answer goal-oriented questions. PAT analyzes this information to identify potential wind, solar, or storage resources and suitable procurement options (PPA, Green Tariffs) that align with their budget, location, and sustainability goals. For more information see the "Procurement Analysis Tool" resource below.
 
The Renewable Electricity Procurement Options Data (RE-POD) was an aggregated dataset meant to help local jurisdictions and utility customers within those jurisdictions understand the options that may be available to them to procure renewable electricity or renewable energy credits to meet energy goals. RE-POD has been discontinued and replaced with the PAT.
 
This data is part of a suite of state and local energy profile data available at the "State and Local Energy Profile Data Suite" link below and builds on Cities-LEAP energy modeling, available at the "EERE Cities-LEAP Page" link below. Examples of how to use the data to inform energy planning can be found at the "Example Uses" link below.

Tags: cities-leap, city, commercial, county, data, electricity, energy, example, franchise-agreement, green-power, municipal, options, pat, planning, power, procurement, re-pod, renewable, residential, solar, tool, utility, wind
Organization: Department of Energy
Annual Business Survey

The Annual Business Survey (ABS) is conducted by the Census Bureau in partnership with the National Center for Science and Engineering Statistics within the National Science Foundation. The ABS collects data on research and development (for businesses with one to nine employees), innovation, technology, intellectual property, and business owner characteristics, with additional rotating content that changes from year to year.

Tags: abs, applied-research, basic-research, business, demographic-and-entrepreneurial-characteristics-of-the-business-owner, development, financing, indicators-of-innovation, management-practices, rd-cost, rd-performance, research-development, sources-of-rd-funding, technology, total-and-rd-employment
Organization: National Science Foundation
Seigenthaler et al PFAS sources zone J.HazMaterials data

Seigenthaler et al PFAS Source Zone J of Haz Materials meta data.

Data are organized in the following columns: Distance (m), phase shift (mrad), PFAS concentration (ppb), errors, and seive size.  Each tab in the xlxs identifies the data for figures 1 through 7, and supplemental figures 1 and 2. 

This dataset is associated with the following publication:
Siegenthaler, E., S. Falzone, C. Schaefer, D. Werkema, and L. Slater. Spectral induced polarization (SIP) measurements across a PFAS-contaminated source zone.   JOURNAL OF HAZARDOUS MATERIALS. Elsevier Science Ltd, New York, NY, USA, 480(5): 135829, (2024).

Tags: field-characterization, geophysics, pfas, soil-contamination
Organization: U.S. Environmental Protection Agency
Data For: Predicted impacts of heterogeneous chemical pathways on particulate sulfur over Fairbanks, Alaska, the N. Hemisphere, and the Contiguous United States

This dataset includes CMAQ model output, compiled publicly available observations, and model source code used in "Predicted impacts of heterogeneous chemical pathways on particulate sulfur over Fairbanks, Alaska, the N. Hemisphere, and the Contiguous United States"

Tags: aerosol, air-quality, fine-particulate-matter-pm2-5, naaqs
Organization: U.S. Environmental Protection Agency
Manuscript Data published 10.1016/j.wroa.2023.100181

The published manuscript with figures. 

This dataset is associated with the following publication:
Gao, Y., B. Croze, Q. Birch, M. Nadagouda, and S. Mahendra. Sorghum-grown fungal biocatalysts for synthetic dye degradation.   Water Research X. Elsevier B.V., Amsterdam,  NETHERLANDS, 19: 100181, (2023).

Tags: sorghum-grown-fungal-biocatalysts, synthetic-dye-degradation, wastewater
Organization: U.S. Environmental Protection Agency
Influenza Surveillance Weekly - Historical

NOTE: This dataset is no longer being updated but is being kept for historical reference. For current data on respiratory illness visits and respiratory laboratory testing data please see <a href="https://data.cityofchicago.org/Health-Human-Services/Influenza-COVID-19-RSV-and-Other-Respiratory-Virus/qgdz-d5m4">Influenza, COVID-19, RSV, and Other Respiratory Virus Laboratory Surveillance</a> and <a href="https://data.cityofchicago.org/en/Health-Human-Services/Inpatient-Emergency-Department-and-Outpatient-Visi/7ce8-bpr6">Inpatient, Emergency Department, and Outpatient Visits for Respiratory Illnesses</a>. 

This dataset includes aggregated weekly metrics of the surveillance indicators that the Department of Public Health uses to monitor influenza activity in Chicago. These indicators include:

- Influenza-associated ICU hospitalizations for Chicago residents, which is a reportable condition in Illinois (HOSP_ columns)

- Influenza laboratory data provided by participating sentinel laboratories in Chicago (LAB_ columns)

- Influenza-like illness data for outpatient clinic visits and emergency department visits.  (ILI_ columns)

For more information on ILINET, see https://www.cdc.gov/flu/weekly/overview.htm#anchor_1539281266932.

For more information on ESSENCE, see https://www.dph.illinois.gov/data-statistics/syndromic-surveillance

All data are provisional and subject to change. Information is updated as additional details are received.  At any given time, this dataset reflects data currently known to CDPH.  Numbers in this dataset may differ from other public sources.

Tags: flu, health, historical, public-health
Organization: City of Chicago
Dataset for Ngo et al. (2024), "Bridging Existing Energy and Chemical Transport Models to Enhance Air Quality Policy Assessment"

This file describes the dataset used in the following article:
Ngo, S., B.N. Murphy, C.G. Nolte, K.E. Brown (2024), Bridging existing energy and chemical transport models to enhance air quality policy
assessment. Environmental Modelling and Software, in press, available at https://doi.org/10.1016/j.envsoft.2024.106218.
The Community Multiscale Air Quality (CMAQ) model version 5.3.1 was used to simulate air pollutant concentrations over the continental United States using grid cells with 12km x 12km horizontal spacing, with the height of the lowest model layer around 38 m. 
The model is open source and freely available on GitHub at https://github.com/USEPA/CMAQ.

Files included in this dataset:
Outputs from The Integrated MARKAL-EFOM System (TIMES) model for each scenario. 
Scenario-specific Emission Control files for the Community Multiscale Air Quality (CMAQ) model, as well as the R script used to create the Emission Control files from the TIMES outputs. 
Annual mean concentrations of particulate matter smaller than 2.5 microns in diameter (PM2.5) and summer means of the daily 8-h average ozone level for each modeled scenario. 

Tags: air-quality, grow-in-place, model-integration, scenario-planning
Organization: U.S. Environmental Protection Agency
Influenza ICU Cases by Week and Demographic/Medical Category - Historical

NOTE: This dataset is no longer being updated but is being kept for historical reference. For current data on respiratory illness visits and respiratory laboratory testing data please see <a href="https://data.cityofchicago.org/Health-Human-Services/Influenza-COVID-19-RSV-and-Other-Respiratory-Virus/qgdz-d5m4">Influenza, COVID-19, RSV, and Other Respiratory Virus Laboratory Surveillance</a> and <a href="https://data.cityofchicago.org/en/Health-Human-Services/Inpatient-Emergency-Department-and-Outpatient-Visi/7ce8-bpr6">Inpatient, Emergency Department, and Outpatient Visits for Respiratory Illnesses</a>. 

In Illinois, influenza associated Intensive Care Unit (ICU) hospitalizations are reportable as soon as possible, but within 24 hours. Influenza associated ICU hospitalizations are defined as individuals hospitalized in an ICU with a positive laboratory test for influenza A or B, including specimens identified as influenza A/H3N2, A/H1N1pdm09, and specimens not subtyped (e.g., influenza positive cases by PCR or any rapid test such as EIA).

This dataset represents weekly aggregated information for influenza-associated ICU hospitalizations among Chicago residents, which is a reportable condition in Illinois.  

Information includes demographics, influenza laboratory results, vaccination status, and death status.

Column names containing "REPORTED" indicate the number of cases for which the indicated data element was reported. This, rather than the total number of cases, is used to calculate the corresponding percentage.

All data are provisional and subject to change. Information is updated as additional details are received. At any given time, this dataset reflects data currently known to CDPH. Numbers in this dataset may differ from other public sources.

Tags: flu, health, historical, public-health
Organization: City of Chicago
CRED REA Fish Team Belt Transect Surveys at Maui Island, 2005

Belt transects along 3 consecutively-placed, 25m transect lines were surveyed as part of Rapid Ecological Assessments conducted at 9 sites at Maui Island in August, 2005 from the NOAA vessel Hi'ialakai (HI05-05). Raw survey data included species level abundance estimates.

Tags: 1221, belt transect, biology, biosphere, central pacific ocean, corals, coris_metadata, country/territory, earth science, fishes, hawaii, hawaiian islands, hi0505, maui, maui island, maui island (20n156w0004), mhi, numeric data sets, ocean basin, pacific ocean, pacific reef assessment and monitoring program (pacific ramp): biennial monitoring for the u.s. paci, reef fish census, reef monitoring and assessment, united states of america, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED Shallow CTD Profiles; Lana'i, Main Hawaiian Islands; Cruise: HA1008, Data Date Range: 20101021-20101023 (NODC Accession 0039382).

CRED shallow Conductivity-Temperature-Depth (CTD) casts are vertical profiles (max 30 meter depth, downcast only) of temperature, conductivity and pressure. Data are collected at select nearshore locations, both around islands or banks and within lagoons. Data processing was performed using Seabird Instrument's SeaSoft SBE Data Processing Software (http://www.seabird.com/software/SBEDataProcforWindows.htm). Data format is discreet, tabular (formatted, space delimited ASCII) files for each profile, with a full header as provided by SeaSoft. Raw file extension is HEX, processed file extension is CNV. The header contains latitude, longitude and other location information, as well as all data processing steps and settings. All dates and times are UTC. All positions are WGS84 decimal degrees. Contact Coral Reef Ecosystem Division (CRED), NOAA Pacific Island Fisheries Science Center for more information. https://www.fisheries.noaa.gov/pacific-islands/ecosystems/coral-reefs-pacific

Tags: 1221, attenuation/transmission, bacteria, biosphere, bleaching, central pacific ocean, chlorophyll, chlorophylls, coastal processes, conductivity, conductivity temperature depth (ctd) profile, coral diseases, coral reef ecosystem division (cred), coral reefs, corals, coris_metadata, country/territory, density, dissolved gases, dissolved oxygen sensor, downwelling, earth science, ha1008, hawaii, hawaiian islands, in situ biological, in situ chemical, in situ physical, inorganic matter, lana'i, lanai island, lanai island (20n156w0002), main hawaiian islands, maui, mhi, microbiota, noaa pacific islands fisheries science center, numeric data sets, ocean basin, ocean chemistry, ocean circulation, ocean mixed layer, ocean optics, ocean pressure, ocean temperature, oceanographic, oceanography, oceans, organic matter, oxygen, pacific ocean, pacific reef assessment and monitoring program (pacific ramp): biennial monitoring for the u.s. paci, particulate matter, phytoplankton, pigments, plankton, profile, reef assessment and monitoring program (ramp), reef monitoring and assessment, salinity, salinity/density, sea level pressure, thermocline, transmissometer, turbidity, united states of america, upwelling, water temperature, zoology, zooplankton
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
CRED REA Fish Team Stationary Point Count Surveys at Saipan, 2003

Stationary Point Counts at 4 stations at each survey site were surveyed as part of Rapid Ecological Assessments conducted at 5 sites at Saipan in the Commonwealth of the Northern Mariana Islands (CNMI) in August 2003 from the NOAA vessel Oscar Elton Sette (OES03-07). Raw survey data included species level abundance estimates.

Tags: 1221, biology, biosphere, cnmi, corals, coris_metadata, country/territory, earth science, fishes, mariana archipelago, northern mariana islands, northern mariana islands ( cnmi ) (18n146e0000), numeric data sets, ocean basin, oes0307, pacific ocean, pacific reef assessment and monitoring program (pacific ramp): biennial monitoring for the u.s. paci, reef fish census, reef monitoring and assessment, saipan, saipan island, saipan island (15n145e0002), stationary, western pacific ocean, zoology
Organization: National Oceanic and Atmospheric Administration, Department of Commerce