AndreaBozzo/ceres-open-data-index huggingface dataset:
2007 Solar Potential Model -Township 44N Range 11E

<p style='box-sizing: border-box; margin-top: 0px; margin-bottom: 10px; font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif; background-color: rgb(255, 255, 255);'>The Solar Radiation Potential Model (SRPM) was derived from the Lake County 2007 Digital Surface Model (DSM). The DSM is a 3-foot pixel resolution raster in GeoTIFF format, created using all points (excluding NOISE) from our 2007 LiDAR data without incorporating the breaklines. The SRPM was created using the ArcGIS 'Area Solar Radiation' geoprocessing tool. Due to the number of variables and parameters, the default values of the geoprocessing tool were used.</p><p style='box-sizing: border-box; margin-top: 0px; margin-bottom: 10px; font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif; background-color: rgb(255, 255, 255);'>The solar radiation analysis tools in the ArcGIS Spatial Analyst extension enables one to map and analyze the effects of the sun over a geographic area for specific time periods. It accounts for atmospheric effects, site latitude and elevation, steepness (slope) and compass direction (aspect), daily and seasonal shifts of the sun angle, and effects of shadows cast by surrounding topography. The resultant outputs can be easily integrated with other GIS data and can help model physical and biological processes as they are affected by the sun.</p><p style='box-sizing: border-box; margin-top: 0px; margin-bottom: 10px; font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif; background-color: rgb(255, 255, 255);'>These data are derived from other data sources, no accuracy measurements or tests were conducted. Primary use and intent for these data are for visualizations and topographic analysis. This dataset does not take the place of an on-site survey for design, construction or regulatory purposes.</p>

Tags: energy, green-infrastructure, lake-county-illinois, power, solar
Organization: Lake County, Illinois
2007 Solar Potential Model -Township 45N Range 12E

<p style='box-sizing: border-box; margin-top: 0px; margin-bottom: 10px; font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif; background-color: rgb(255, 255, 255);'>The Solar Radiation Potential Model (SRPM) was derived from the Lake County 2007 Digital Surface Model (DSM). The DSM is a 3-foot pixel resolution raster in GeoTIFF format, created using all points (excluding NOISE) from our 2007 LiDAR data without incorporating the breaklines. The SRPM was created using the ArcGIS 'Area Solar Radiation' geoprocessing tool. Due to the number of variables and parameters, the default values of the geoprocessing tool were used.</p><p style='box-sizing: border-box; margin-top: 0px; margin-bottom: 10px; font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif; background-color: rgb(255, 255, 255);'>The solar radiation analysis tools in the ArcGIS Spatial Analyst extension enables one to map and analyze the effects of the sun over a geographic area for specific time periods. It accounts for atmospheric effects, site latitude and elevation, steepness (slope) and compass direction (aspect), daily and seasonal shifts of the sun angle, and effects of shadows cast by surrounding topography. The resultant outputs can be easily integrated with other GIS data and can help model physical and biological processes as they are affected by the sun.</p><p style='box-sizing: border-box; margin-top: 0px; margin-bottom: 10px; font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif; background-color: rgb(255, 255, 255);'>These data are derived from other data sources, no accuracy measurements or tests were conducted. Primary use and intent for these data are for visualizations and topographic analysis. This dataset does not take the place of an on-site survey for design, construction or regulatory purposes.</p>

Tags: energy, green-infrastructure, lake-county-illinois, power, solar
Organization: Lake County, Illinois
2007 Solar Potential Model -Township 46N Range 10E

<p style='box-sizing: border-box; margin-top: 0px; margin-bottom: 10px; font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif; background-color: rgb(255, 255, 255);'>The Solar Radiation Potential Model (SRPM) was derived from the Lake County 2007 Digital Surface Model (DSM). The DSM is a 3-foot pixel resolution raster in GeoTIFF format, created using all points (excluding NOISE) from our 2007 LiDAR data without incorporating the breaklines. The SRPM was created using the ArcGIS 'Area Solar Radiation' geoprocessing tool. Due to the number of variables and parameters, the default values of the geoprocessing tool were used.</p><p style='box-sizing: border-box; margin-top: 0px; margin-bottom: 10px; font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif; background-color: rgb(255, 255, 255);'>The solar radiation analysis tools in the ArcGIS Spatial Analyst extension enables one to map and analyze the effects of the sun over a geographic area for specific time periods. It accounts for atmospheric effects, site latitude and elevation, steepness (slope) and compass direction (aspect), daily and seasonal shifts of the sun angle, and effects of shadows cast by surrounding topography. The resultant outputs can be easily integrated with other GIS data and can help model physical and biological processes as they are affected by the sun.</p><p style='box-sizing: border-box; margin-top: 0px; margin-bottom: 10px; font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif; background-color: rgb(255, 255, 255);'>These data are derived from other data sources, no accuracy measurements or tests were conducted. Primary use and intent for these data are for visualizations and topographic analysis. This dataset does not take the place of an on-site survey for design, construction or regulatory purposes.</p>

Tags: energy, green-infrastructure, lake-county-illinois, power, solar
Organization: Lake County, Illinois
2007 Solar Potential Model -Township 46N Range 12E

<p style='box-sizing: border-box; margin-top: 0px; margin-bottom: 10px; font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif; background-color: rgb(255, 255, 255);'>The Solar Radiation Potential Model (SRPM) was derived from the Lake County 2007 Digital Surface Model (DSM). The DSM is a 3-foot pixel resolution raster in GeoTIFF format, created using all points (excluding NOISE) from our 2007 LiDAR data without incorporating the breaklines. The SRPM was created using the ArcGIS 'Area Solar Radiation' geoprocessing tool. Due to the number of variables and parameters, the default values of the geoprocessing tool were used.</p><p style='box-sizing: border-box; margin-top: 0px; margin-bottom: 10px; font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif; background-color: rgb(255, 255, 255);'>The solar radiation analysis tools in the ArcGIS Spatial Analyst extension enables one to map and analyze the effects of the sun over a geographic area for specific time periods. It accounts for atmospheric effects, site latitude and elevation, steepness (slope) and compass direction (aspect), daily and seasonal shifts of the sun angle, and effects of shadows cast by surrounding topography. The resultant outputs can be easily integrated with other GIS data and can help model physical and biological processes as they are affected by the sun.</p><p style='box-sizing: border-box; margin-top: 0px; margin-bottom: 10px; font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif; background-color: rgb(255, 255, 255);'>These data are derived from other data sources, no accuracy measurements or tests were conducted. Primary use and intent for these data are for visualizations and topographic analysis. This dataset does not take the place of an on-site survey for design, construction or regulatory purposes.</p>

Tags: energy, green-infrastructure, lake-county-illinois, power, solar
Organization: Lake County, Illinois
2017 Countywide LiDAR Point Cloud

<p><a href='https://clearinghouse.isgs.illinois.edu/node/1654' rel='nofollow ugc' target='_blank'>Click here to access the data directly from the Illinois State Geospatial Data Clearinghouse</a>. </p><p>These lidar data are processed Classified LAS 1.4 files,
formatted to 2,117 individual 2500 ft x 2500 ft tiles; used to create
Reflectance Images, 3D breaklines and hydro-flattened DEMs as necessary.
Geographic Extent: Lake county, Illinois covering approximately 466 square
miles. Dataset Description: WI Kenosha-Racine Counties and IL 4 County QL1
Lidar project called for the Planning, Acquisition, processing and derivative
products of lidar data to be collected at a derived nominal pulse spacing (NPS)
of 1 point every 0.35 meters. Project specifications are based on the U.S.
Geological Survey National Geospatial Program Base Lidar Specification, Version
1.2. The data was developed based on a horizontal projection/datum of NAD83
(2011), State Plane, U.S Survey Feet and vertical datum of NAVD88 (GEOID12B),
U.S. Survey Feet. Lidar data was delivered as processed Classified LAS 1.4 files,
formatted to 2,117 individual 2500 ft x 2500 ft tiles, as tiled Reflectance
Imagery, and as tiled bare earth DEMs; all tiled to the same 2500 ft x 2500 ft
schema. Ground Conditions: Lidar was collected April-May 2017, while no snow
was on the ground and rivers were at or below normal levels. In order to post
process the lidar data to meet task order specifications and meet ASPRS
vertical accuracy guidelines, Ayers established a total of 66 ground control
points that were used to calibrate the lidar to known ground locations
established throughout the WI Kenosha-Racine Counties and IL 4 County QL1
project area. An additional 195 independent accuracy checkpoints, 116 in Bare
Earth and Urban landcovers (116 NVA points), 79 in Tall Grass and Brushland/Low
Trees categories (79 VVA points), were used to assess the vertical accuracy of
the data. These checkpoints were not used to calibrate or post process the
data.</p>

<p>Users should be aware that temporal changes may have
occurred since this dataset was collected and that some parts of these data may
no longer represent actual surface conditions. Users should not use these data
for critical applications without a full awareness of its limitations.
Acknowledgement of the U.S. Geological Survey would be appreciated for products
derived from these data.</p>

<p>These LAS data files include all data points collected. No
points have been removed or excluded. A visual qualitative assessment was
performed to ensure data completeness. No void areas or missing data exist. The
raw point cloud is of good quality and data passes Non-Vegetated Vertical
Accuracy specifications.</p><p>Link Source: Illinois Geospatial Data Clearinghouse </p>

Tags: 2017-digital-elevation-model, 2017-lidar, contours, dem, digital-elevation-model, elevation, lake-county-illinois, lidar-breaklines, lidar-point-cloud, topography
Organization: Lake County, Illinois
Lake County Partners

<span style='color: rgb(63, 63, 63); font-family: Arial; font-size: 14.4px; background-color: rgb(255, 255, 255);'>The </span><a href='http://lakecountypartners.com/index.php/map' style='box-sizing: border-box; color: rgb(45, 80, 117); font-family: Arial; font-size: 14.4px; background-color: rgb(255, 255, 255);' target='_self'>Lake County Partners map</a><span style='color: rgb(63, 63, 63); font-family: Arial; font-size: 14.4px; background-color: rgb(255, 255, 255);'> allows you to search for local businesses to patronize or work with.</span>

Tags: lake-county-illinois, parcels-and-districts, webmap-webapp
Organization: Lake County, Illinois
Lake County PASSAGE

<p><i>PASSAGE</i> is an Intelligent Transportation System
designed to provide motorists real time traffic congestion information due to
crashes and construction events. These events are communicated through the
police department's Computer Aided Dispatch (CAD) system that is sent directly
to the Transportation Management Center (TMC), then communicated back to
highway users via the <a href='https://lakecountypassage.com/'>web site</a>, <i>PASSAGE</i> Highway
Advisory Radio (HAR) 1620 AM, and variable message signs.</p>

Tags: lake-county-illinois, transportation-and-public-works, webmap-webapp
Organization: Lake County, Illinois
2018 Lake County Aerial: SE Quarter

<p>This three inch pixel resolution color aerial photography
was flown between March 15, 2018 and April 25, 2018. The files are provided in
JPEG2000, an open format supported by most GIS and CAD software packages. Its
intended usage for viewing is 1&quot; = 100. The photography has been
orthorectified to meet National Map Accuracy Standards for its capture scale.
The images are georeferenced to the Illinois State Plane, Eastern Zone, using
the NAD83 2011 horizontal datum. The data set is tiled for dissemination into
many separate tiles, each of which is 2500 feet on a side.</p>

Tags: 2018, aerial-photography, air-imagery, air-photo, color-aerial-imagery, digital-orthoimagery, digital-orthophoto, digital-orthorectified-imagery, high-resolution-orthoimagery, historic-aerial-imagery, imagery, orthoimagery, orthophoto, orthophotography, satellite-imagery
Organization: Lake County, Illinois
2018 Lake County Color InfraRed (CIR) - NE Quarter

<p><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This three inch pixel resolution color infrared aerial photography was flown between </span><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>March 20, 2018 to March 26, 2018</span><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>. The files are provided in JPEG2000, an open format supported by most GIS and CAD software packages. Its intended usage for viewing is 1&quot; = 100. The photography has been orthorectified to meet National Map Accuracy Standards for its capture scale. The images are georeferenced to the Illinois State Plane, Eastern Zone, using the NAD83 2011 horizontal datum. Color InfraRed (CIR) imagery allows users to &quot;see&quot; the electromagnetic spectrum beyond the visible range. It does this by using the visible spectrum (red, green, blue) and combining it with the Near InfraRed (NIR) spectrum. CIR imagery is useful for determining the health of vegetation, which show up in various shades of red. It can also be helpful in identifying features like water, paved surfaces or non-vegetated areas, which appear black or grey respectively. The data set is tiled for dissemination into many separate tiles, each of which is 2500 feet on a side.</span><br /></p>

Tags: 2018, aerial-photography, air-imagery, air-photo, color-aerial-imagery, color-infrared, digital-orthoimagery, digital-orthophoto, digital-orthorectified-imagery, high-resolution-orthoimagery, historic-aerial-imagery, imagery, lake-county-illinois, orthoimagery, orthophoto, orthophotography, satellite-imagery
Organization: Lake County, Illinois
2018 Lake County Color InfraRed (CIR) - NW Quarter

<span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This three inch pixel resolution color infrared aerial photography was flown between </span><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>March 20, 2018 to March 26, 2018</span><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>. The files are provided in JPEG2000, an open format supported by most GIS and CAD software packages. Its intended usage for viewing is 1&quot; = 100. The photography has been orthorectified to meet National Map Accuracy Standards for its capture scale. The images are georeferenced to the Illinois State Plane, Eastern Zone, using the NAD83 2011 horizontal datum. Color InfraRed (CIR) imagery allows users to &quot;see&quot; the electromagnetic spectrum beyond the visible range. It does this by using the visible spectrum (red, green, blue) and combining it with the Near InfraRed (NIR) spectrum. CIR imagery is useful for determining the health of vegetation, which show up in various shades of red. It can also be helpful in identifying features like water, paved surfaces or non-vegetated areas, which appear black or grey respectively. The data set is tiled for dissemination into many separate tiles, each of which is 2500 feet on a side.</span>

Tags: 2018, aerial-photography, air-imagery, air-photo, color-aerial-imagery, color-infrared, digital-orthoimagery, digital-orthophoto, digital-orthorectified-imagery, high-resolution-orthoimagery, historic-aerial-imagery, imagery, lake-county-illinois, orthoimagery, orthophoto, orthophotography, satellite-imagery
Organization: Lake County, Illinois
2018 Lake County Color InfraRed (CIR) - SE Quarter

<span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This three inch pixel resolution color infrared aerial photography was flown between </span><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>March 20, 2018 to March 26, 2018</span><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>. The files are provided in JPEG2000, an open format supported by most GIS and CAD software packages. Its intended usage for viewing is 1&quot; = 100. The photography has been orthorectified to meet National Map Accuracy Standards for its capture scale. The images are georeferenced to the Illinois State Plane, Eastern Zone, using the NAD83 2011 horizontal datum. Color InfraRed (CIR) imagery allows users to &quot;see&quot; the electromagnetic spectrum beyond the visible range. It does this by using the visible spectrum (red, green, blue) and combining it with the Near InfraRed (NIR) spectrum. CIR imagery is useful for determining the health of vegetation, which show up in various shades of red. It can also be helpful in identifying features like water, paved surfaces or non-vegetated areas, which appear black or grey respectively. The data set is tiled for dissemination into many separate tiles, each of which is 2500 feet on a side.</span>

Tags: 2018, aerial-photography, air-imagery, air-photo, color-aerial-imagery, color-infrared, digital-orthoimagery, digital-orthophoto, digital-orthorectified-imagery, high-resolution-orthoimagery, historic-aerial-imagery, imagery, lake-county-illinois, orthoimagery, orthophoto, orthophotography, satellite-imagery
Organization: Lake County, Illinois
2018 Lake County Color InfraRed (CIR) - SW Quarter

<span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>This three inch pixel resolution color infrared aerial photography was flown between </span><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>March 20, 2018 to March 26, 2018</span><span style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size:16px;'>. The files are provided in JPEG2000, an open format supported by most GIS and CAD software packages. Its intended usage for viewing is 1&quot; = 100. The photography has been orthorectified to meet National Map Accuracy Standards for its capture scale. The images are georeferenced to the Illinois State Plane, Eastern Zone, using the NAD83 2011 horizontal datum. Color InfraRed (CIR) imagery allows users to &quot;see&quot; the electromagnetic spectrum beyond the visible range. It does this by using the visible spectrum (red, green, blue) and combining it with the Near InfraRed (NIR) spectrum. CIR imagery is useful for determining the health of vegetation, which show up in various shades of red. It can also be helpful in identifying features like water, paved surfaces or non-vegetated areas, which appear black or grey respectively. The data set is tiled for dissemination into many separate tiles, each of which is 2500 feet on a side.</span>

Tags: 2018, aerial-photography, air-imagery, air-photo, color-aerial-imagery, color-infrared, digital-orthoimagery, digital-orthophoto, digital-orthorectified-imagery, high-resolution-orthoimagery, historic-aerial-imagery, imagery, lake-county-illinois, orthoimagery, orthophoto, orthophotography, satellite-imagery
Organization: Lake County, Illinois
Sun Valley SciHUB 2-2-22

The data is described by the Excel sheet tab names.  For example, the first Sheet covers  the Medicare and Medicaid data, which is Tabulated on the 2nd Sheet called "Table 1".  The mold analysis data are on Sheets 4 and 5 and the Tabulation is the next Sheet labeled  "Table 2". Finally the PM data is covered in the last Sheet, which is labeled "Figure 1". 

Tags: asthma, medicaid, medicare, mold, particulate, sun-valley
Organization: U.S. Environmental Protection Agency
Bacterial diversity and predicted enzymatic function in a multipurpose surface water system – from wastewater effluent discharges to drinking water production

1. All OTUs (operational taxonomic units) raw sequences
2. Bacterial taxonomic structures at class and phylum level
3. Analytical data generated by multiple bioinformatics analyses. This dataset is not publicly accessible because: All the data were generated by THL in Finland. There is no EPA generated data. It can be accessed through the following means: Contact Dr. Tarja Pitkanen in Finnish Institute for Health and Welfare to request all the data used for the manuscript. Here is her contact information.

Phone: +358 29 524 6315
Email: tarja.pitkanen@thl.fi. Format: Not available. 

This dataset is associated with the following publication:
Tiwari, A., A. Hokajärvi, J. SantoDomingo, M. Elk, B. Jayaprakash, H. Ryu, S. Siponen, A. Vepsäläinen, A. Kauppinen, O. Puurunen, A. Artimo, N. Perkola, T. Huttula, I.T. Miettinen, and T. Pitkänen. Bacterial diversity and predicted enzymatic function in a multipurpose surface water system – from wastewater effluent discharges to drinking water production.   Environmental Microbiome. BioMed Central Ltd, London,  UK, 16(11): 17, (2021).

Tags: 16s-rrna-amplicon-sequencing, bacterial-communities, predicted-biological-function, seasonal-effects, sewage-effluent, surface-water
Organization: U.S. Environmental Protection Agency
Dataset for Inadvertently Generated PCBs in Consumer Products: Concentrations, Fate and Transport, and Preliminary Exposure Assessment

The data presented in this data file is a product of a journal publication. The dataset contains PCB concentrations detected in consumer products and their emissions and migration concentrations on settled dust and analysis of their potential exposure. 

This dataset is associated with the following publication:
Liu, X., M. Mullin, P. Egeghy, K. Woodward, K. Compton, B. Nickel, M. Aguilar, and G. Folk. Inadvertently Generated PCBs in Consumer Products: Concentrations, Fate and Transport, and Preliminary Exposure Assessment.   ENVIRONMENTAL SCIENCE & TECHNOLOGY. American Chemical Society, Washington, DC, USA,  NA, (2022).

Tags: consumer-products, dust-migration, emissions, exposure-assessment, inadvertent-pcbs, source-characterization
Organization: U.S. Environmental Protection Agency