33 datasets found
  1. M

    Minnesota Cities, Townships, and Counties Reference Map

    • gisdata.mn.gov
    • data.wu.ac.at
    html, jpeg +1
    Updated Nov 22, 2024
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    Geospatial Information Office (2024). Minnesota Cities, Townships, and Counties Reference Map [Dataset]. https://gisdata.mn.gov/dataset/bdry-cities-counties-twps-map
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    printable_map, jpeg, htmlAvailable download formats
    Dataset updated
    Nov 22, 2024
    Dataset provided by
    Geospatial Information Office
    Area covered
    Minnesota
    Description

    This map of Minnesota cities, townships, and counties was published by MnGeo in January 2019. The primary data set for the map is the "Cities, Townships, and Unorganized Territories" (MnCTU) data maintained by the Minnesota Department of Transportation. Other reference data on the map include County Seats and Other Cities, County Boundaries, Interstate, US Trunk, and State Trunk Highways, Major Rivers, Lakes, County and State Boundaries. The download is a PDF file with embedded layers that can be printed at E-scale (36" x 48").

  2. K

    Hennepin County, MN City Boundaries

    • koordinates.com
    csv, dwg, geodatabase +6
    Updated Sep 19, 2018
    + more versions
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    Hennepin County, Minnesota (2018). Hennepin County, MN City Boundaries [Dataset]. https://koordinates.com/layer/97469-hennepin-county-mn-city-boundaries/
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    geopackage / sqlite, csv, dwg, pdf, mapinfo mif, geodatabase, shapefile, kml, mapinfo tabAvailable download formats
    Dataset updated
    Sep 19, 2018
    Dataset authored and provided by
    Hennepin County, Minnesota
    Area covered
    Description

    This layer is a component of Natural resources interactive map.

  3. M

    Map Catalog

    • gisdata.mn.gov
    • data.wu.ac.at
    webapp
    Updated Dec 23, 2020
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    Dakota County (2020). Map Catalog [Dataset]. https://gisdata.mn.gov/dataset/us-mn-co-dakota-health-mapcatalog
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    webappAvailable download formats
    Dataset updated
    Dec 23, 2020
    Dataset provided by
    Dakota County
    Description

    Map Catalog is powered by the Memento Server software and provides a continuous view across multiple geospatial PDFs. The PDF maps currently available are 1K USNG (topo and aerial) maps from four metro counties(Anoka, Carver, Dakota and Ramsey), 1K USNG Topo of cities and state parks in Minnesota, 10K USNG Aerial maps for Minnesota, US Topo for the metro and Dakota County Park maps, City Street maps and Half Section maps. Map update frequency varies.

  4. 2022 Cartographic Boundary File (KML), Current Place for Minnesota,...

    • catalog.data.gov
    Updated Dec 14, 2023
    + more versions
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    U.S. Department of Commerce, U.S. Census Bureau, Geography Division, Customer Engagement Branch (Point of Contact) (2023). 2022 Cartographic Boundary File (KML), Current Place for Minnesota, 1:500,000 [Dataset]. https://catalog.data.gov/dataset/2022-cartographic-boundary-file-kml-current-place-for-minnesota-1-500000
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    Dataset updated
    Dec 14, 2023
    Dataset provided by
    United States Census Bureauhttp://census.gov/
    Area covered
    Minnesota
    Description

    The 2022 cartographic boundary KMLs are simplified representations of selected geographic areas from the U.S. Census Bureau's Master Address File / Topologically Integrated Geographic Encoding and Referencing (MAF/TIGER) Database (MTDB). These boundary files are specifically designed for small-scale thematic mapping. When possible, generalization is performed with the intent to maintain the hierarchical relationships among geographies and to maintain the alignment of geographies within a file set for a given year. Geographic areas may not align with the same areas from another year. Some geographies are available as nation-based files while others are available only as state-based files. The cartographic boundary files include both incorporated places (legal entities) and census designated places or CDPs (statistical entities). An incorporated place is established to provide governmental functions for a concentration of people as opposed to a minor civil division (MCD), which generally is created to provide services or administer an area without regard, necessarily, to population. Places always nest within a state, but may extend across county and county subdivision boundaries. An incorporated place usually is a city, town, village, or borough, but can have other legal descriptions. CDPs are delineated for the decennial census as the statistical counterparts of incorporated places. CDPs are delineated to provide data for settled concentrations of population that are identifiable by name, but are not legally incorporated under the laws of the state in which they are located. The boundaries for CDPs often are defined in partnership with state, local, and/or tribal officials and usually coincide with visible features or the boundary of an adjacent incorporated place or another legal entity. CDP boundaries often change from one decennial census to the next with changes in the settlement pattern and development; a CDP with the same name as in an earlier census does not necessarily have the same boundary. The only population/housing size requirement for CDPs is that they must contain some housing and population. The generalized boundaries of most incorporated places in this file are based on those as of January 1, 2022, as reported through the Census Bureau's Boundary and Annexation Survey (BAS). The generalized boundaries of all CDPs are based on those delineated as part of the Census Bureau's Participant Statistical Areas Program (PSAP) for the 2020 Census.

  5. S

    3D Maps

    • sead-published.ncsa.illinois.edu
    Updated Aug 9, 2016
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    Campbell, Karen (https://www.linkedin.com/in/karen-campbell-1336965); Morin, Paul (2016). 3D Maps [Dataset]. http://doi.org/10.5967/M0NP22DR
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    Dataset updated
    Aug 9, 2016
    Dataset provided by
    http://www.nationaldataservice.org/
    Authors
    Campbell, Karen (https://www.linkedin.com/in/karen-campbell-1336965); Morin, Paul
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    NCED is currently involved in researching the effectiveness of anaglyph maps in the classroom and are working with educators and scientists to interpret various Earth-surface processes. Based on the findings of the research, various activities and interpretive information will be developed and available for educators to use in their classrooms. Keep checking back with this website because activities and maps are always being updated. We believe that anaglyph maps are an important tool in helping students see the world and are working to further develop materials and activities to support educators in their use of the maps.

    This website has various 3-D maps and supporting materials that are available for download. Maps can be printed, viewed on computer monitors, or projected on to screens for larger audiences. Keep an eye on our website for more maps, activities and new information. Let us know how you use anaglyph maps in your classroom. Email any ideas or activities you have to ncedmaps@umn.edu

    Anaglyph paper maps are a cost effective offshoot of the GeoWall Project. Geowall is a high end visualization tool developed for use in the University of Minnesota's Geology and Geophysics Department. Because of its effectiveness it has been expanded to 300 institutions across the United States. GeoWall projects 3-D images and allows students to see 3-D representations but is limited because of the technology. Paper maps are a cost effective solution that allows anaglyph technology to be used in classroom and field-based applications.

    Maps are best when viewed with RED/CYAN anaglyph glasses!

    A note on downloading: "viewable" maps are .jpg files; "high-quality downloads" are .tif files. While it is possible to view the latter in a web-browser in most cases, the download may be slow. As an alternative, try right-clicking on the link to the high-quality download and choosing "save" from the pop-up menu that results. Save the file to your own machine, then try opening the saved copy. This may be faster than clicking directly on the link to open it in the browser.

    World Map: 3-D map that highlights oceanic bathymetry and plate boundaries.

    Continental United States: 3-D grayscale map of the Lower 48.

    Western United States: 3-D grayscale map of the Western United States with state boundaries.

    Regional Map: 3-D greyscale map stretching from Hudson Bay to the Central Great Plains. This map includes the Western Great Lakes and the Canadian Shield.

    Minnesota Map: 3-D greyscale map of Minnesota with county and state boundaries.

    Twin Cities: 3-D map extending beyond Minneapolis and St. Paul.

    Twin Cities Confluence Map: 3-D map highlighting the confluence of the Mississippi and Minnesota Rivers. This map includes most of Minneapolis and St. Paul.

    Minneapolis, MN: 3-D topographical map of South Minneapolis.

    Bassets Creek, Minneapolis: 3-D topographical map of the Bassets Creek watershed.

    North Minneapolis: 3-D topographical map highlighting North Minneapolis and the Mississippi River.

    St. Paul, MN: 3-D topographical map of St. Paul.

    Western Suburbs, Twin Cities: 3-D topographical map of St. Louis Park, Hopkins and Minnetonka area.

    Minnesota River Valley Suburbs, Twin Cities: 3-D topographical map of Bloomington, Eden Prairie and Edina area.

    Southern Suburbs, Twin Cities: 3-D topographical map of Burnsville, Lakeville and Prior Lake area.

    Southeast Suburbs, Twin Cities: 3-D topographical map of South St. Paul, Mendota Heights, Apple Valley and Eagan area.

    Northeast Suburbs, Twin Cities: 3-D topographical map of White Bear Lake, Maplewood and Roseville area.

    Northwest Suburbs, Mississippi River, Twin Cities: 3-D topographical map of North Minneapolis, Brooklyn Center and Maple Grove area.

    Blaine, MN: 3-D map of Blaine and the Mississippi River.

    White Bear Lake, MN: 3-D topographical map of White Bear Lake and the surrounding area.

    Maple Grove, MN: 3-D topographical map of the NW suburbs of the Twin Cities.

    Minnesota River: 3-D topographical map of the Minnesota River Valley highlighting the river bend in Mankato.

    St. Croix River: 3-D topographical map of the St. Croix extending from Taylors Falls to the Mississippi confluence.

    Mississippi River, Lake Pepin: 3-D topographical map of the confluence of Chippewa Creek and the Mississippi River.

    Red Wing, MN: 3-D topographical map of Redwing, MN on the Mississippi River.

    Winona, Minnesota: 3-D topographical map of Winona, MN highlighting the Mississippi River.

    Cannon Falls, MN: 3-D topographical map of Cannon Falls area.

    Rochester, MN: 3-D topographical map of Rochester and the surrounding area.

    Northfield, MN: 3-D topographical map of Northfield and the surrounding area.

    St. Louis River, MN: 3-D map of the St. Louis River and Duluth, Minnesota.

    Lake Itasca, MN: 3-D map of the source of the Mississippi River.

    Elmore, MN: 3-D topographical map of Elmore, MN in south-central Minnesota.

    Glencoe, MN: 3-D topographical map of Glencoe, MN.

    New Prague, MN: 3-D topographical map of the New Prague in south-central Minnesota.

    Plainview, MN: 3-D topographical map of Plainview, MN.

    Waterville-Morristown: 3-D map of the Waterville-Morris area in south-central Minnesota.

    Eau Claire, WI: 3-D map of Eau Claire highlighting abandon river channels.

    Dubuque, IA: 3-D topographical map of Dubuque and the Mississippi River.

    Londonderry, NH: 3-D topographical map of Londonderry, NH.

    Santa Cruz, CA: 3-D topographical map of Santa Cruz, California.

    Crater Lake, OR: 3-D topographical map of Crater Lake, Oregon.

    Mt. Rainier, WA: 3-D topographical map of Mt. Rainier in Washington.

    Grand Canyon, AZ: 3-D topographical map of the Grand Canyon.

    District of Columbia: 3-D map highlighting the confluence of the rivers and the Mall.

    Ireland: 3-D grayscale map of Ireland.

    New Jersey: 3-D grayscale map of New Jersey.

    SP Crater, AZ: 3-D map of random craters in the San Francisco Mountains.

    Mars Water Features: 3-D grayscale map showing surface water features from Mars.

  6. m

    20 Richest Counties in Minnesota

    • minnesota-demographics.com
    Updated Jun 20, 2024
    + more versions
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    Kristen Carney (2024). 20 Richest Counties in Minnesota [Dataset]. https://www.minnesota-demographics.com/counties_by_population
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    Dataset updated
    Jun 20, 2024
    Dataset provided by
    Cubit Planning, Inc.
    Authors
    Kristen Carney
    License

    https://www.minnesota-demographics.com/terms_and_conditionshttps://www.minnesota-demographics.com/terms_and_conditions

    Area covered
    Minnesota
    Description

    A dataset listing Minnesota counties by population for 2024.

  7. M

    City, Township, and Unorganized Territory in Minnesota

    • gisdata.mn.gov
    fgdb, gpkg, html +2
    Updated Jun 26, 2025
    + more versions
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    Transportation Department (2025). City, Township, and Unorganized Territory in Minnesota [Dataset]. https://gisdata.mn.gov/dataset/bdry-mn-city-township-unorg
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    jpeg, shp, fgdb, html, gpkgAvailable download formats
    Dataset updated
    Jun 26, 2025
    Dataset provided by
    Transportation Department
    Area covered
    Minnesota
    Description

    This medium-scale (nominally 1:24,000) dataset represents the boundaries of cities, townships, and unorganized territories (CTUs) in Minnesota. The Minnesota Geospatial Information Office created the initial CTU dataset by updating a municipal boundary file maintained by the Minnesota Department of Transportation (MnDOT). Update information was gathered primarily from boundary adjustment records maintained by the Office of Administrative Hearings, Municipal Boundary Adjustment Unit. MnDOT has maintained the file since 2014.

    Note: Cities and Townships represented in this dataset are political (civil) townships as recognized by the State of MN, not congressional or public land survey townships. Unorganized territory subdivisions are those defined by the U.S. Bureau of the Census, which often differ from those defined by a county.

    Check other metadata records in this package for more information on CTUInformation.


    Link to ESRI Feature Service:

    City, Township, and Unorganized Territory in Minnesota: City, Township, and Unorganized Territory


  8. a

    Transit Map Twin Cities Metro - Washington County

    • washington-county-mn-geospatial-maps-and-data-wcmn.hub.arcgis.com
    Updated Sep 1, 2021
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    Washington County, MN (2021). Transit Map Twin Cities Metro - Washington County [Dataset]. https://washington-county-mn-geospatial-maps-and-data-wcmn.hub.arcgis.com/maps/fc4dd3f7a08441809ec6780b49c5a810
    Explore at:
    Dataset updated
    Sep 1, 2021
    Dataset authored and provided by
    Washington County, MN
    Area covered
    Description

    Circulator routes and local transportation options within Washington County, MN.Twin Cities Metro Transit route data provided by Metropolitan Council.This map is used by the Transportation Finder application

  9. d

    2015 Cartographic Boundary File, Urban Area-State-County for Minnesota,...

    • catalog.data.gov
    Updated Jan 13, 2021
    + more versions
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    (2021). 2015 Cartographic Boundary File, Urban Area-State-County for Minnesota, 1:500,000 [Dataset]. https://catalog.data.gov/dataset/2015-cartographic-boundary-file-urban-area-state-county-for-minnesota-1-500000
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    Dataset updated
    Jan 13, 2021
    Area covered
    Minnesota
    Description

    The 2015 cartographic boundary KMLs are simplified representations of selected geographic areas from the U.S. Census Bureau's Master Address File / Topologically Integrated Geographic Encoding and Referencing (MAF/TIGER) Database (MTDB). These boundary files are specifically designed for small-scale thematic mapping. When possible, generalization is performed with the intent to maintain the hierarchical relationships among geographies and to maintain the alignment of geographies within a file set for a given year. Geographic areas may not align with the same areas from another year. Some geographies are available as nation-based files while others are available only as state-based files. The records in this file allow users to map the parts of Urban Areas that overlap a particular county. After each decennial census, the Census Bureau delineates urban areas that represent densely developed territory, encompassing residential, commercial, and other nonresidential urban land uses. In general, this territory consists of areas of high population density and urban land use resulting in a representation of the "urban footprint." There are two types of urban areas: urbanized areas (UAs) that contain 50,000 or more people and urban clusters (UCs) that contain at least 2,500 people, but fewer than 50,000 people (except in the U.S. Virgin Islands and Guam which each contain urban clusters with populations greater than 50,000). Each urban area is identified by a 5-character numeric census code that may contain leading zeroes. The primary legal divisions of most states are termed counties. In Louisiana, these divisions are known as parishes. In Alaska, which has no counties, the equivalent entities are the organized boroughs, city and boroughs, municipalities, and for the unorganized area, census areas. The latter are delineated cooperatively for statistical purposes by the State of Alaska and the Census Bureau. In four states (Maryland, Missouri, Nevada, and Virginia), there are one or more incorporated places that are independent of any county organization and thus constitute primary divisions of their states. These incorporated places are known as independent cities and are treated as equivalent entities for purposes of data presentation. The District of Columbia and Guam have no primary divisions, and each area is considered an equivalent entity for purposes of data presentation. The Census Bureau treats the following entities as equivalents of counties for purposes of data presentation: Municipios in Puerto Rico, Districts and Islands in American Samoa, Municipalities in the Commonwealth of the Northern Mariana Islands, and Islands in the U.S. Virgin Islands. The entire area of the United States, Puerto Rico, and the Island Areas is covered by counties or equivalent entities. The boundaries for counties and equivalent entities are as of January 1, 2010.

  10. M

    Bikeways

    • gisdata.mn.gov
    ags_mapserver, fgdb +4
    Updated Feb 19, 2021
    + more versions
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    Metropolitan Council (2021). Bikeways [Dataset]. https://gisdata.mn.gov/dataset/us-mn-state-metc-trans-bikeways
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    gpkg, ags_mapserver, fgdb, jpeg, html, shpAvailable download formats
    Dataset updated
    Feb 19, 2021
    Dataset provided by
    Metropolitan Council
    Description

    The regional bikeways dataset was created by the Minnesota Dept of Transportation (MNDOT) in 2003. It has been maintained and updated by the Land Management Information Center (LMIC) through contract with the Metropolitan Council.

    Dataset includes bicycle routes within nine Twin Cities metropolitan counties: Anoka, Carver, Chisago, Dakota, Hennepin, Ramsey, Scott, Washington, and Wright. The bikeways are from a number of sources including the Metro Bicycle Network map book (2001), supplemented by information from maps published by city, state, county and regional government agencies, and city and county planning maps. The map shows on-road and off-road bikeways, proposed and existing bikeways, and includes bike lanes, bike-able road shoulders, and trails.

    The majority of the bikeways follow road centerlines of the MNDOT BaseMap 2002-Roads. A description of the bikeways attributes and sources of data are included in Section 5 of this document - Entity and Attribute Overview.

  11. a

    City of Chanhassen PDF Map

    • hub.arcgis.com
    Updated Jul 17, 2017
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    Carver County, Minnesota (2017). City of Chanhassen PDF Map [Dataset]. https://hub.arcgis.com/documents/carver::city-of-chanhassen-pdf-map/about
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    Dataset updated
    Jul 17, 2017
    Dataset authored and provided by
    Carver County, Minnesota
    Area covered
    Chanhassen
    Description

    A downloadable, printable 8.5 x 11 inch PDF map of the City of Chanhassen and surrounding area.

  12. a

    City of Victoria PDF Map

    • hub.arcgis.com
    Updated Jul 17, 2017
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    Carver County, Minnesota (2017). City of Victoria PDF Map [Dataset]. https://hub.arcgis.com/documents/a261677d5f454561b11abef3c7772d08
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    Dataset updated
    Jul 17, 2017
    Dataset authored and provided by
    Carver County, Minnesota
    Description

    A downloadable, printable 8.5 x 11 inch PDF map of the City of Victoria and surrounding area.

  13. a

    City of Norwood Young America PDF Map

    • hub.arcgis.com
    Updated Jul 17, 2017
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    Carver County, Minnesota (2017). City of Norwood Young America PDF Map [Dataset]. https://hub.arcgis.com/documents/58536b5aa2724c1f889ec8d3dc793a55
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    Dataset updated
    Jul 17, 2017
    Dataset authored and provided by
    Carver County, Minnesota
    Area covered
    Norwood Young America, United States
    Description

    A downloadable, printable 8.5 x 11 inch PDF map of the City of Norwood Young America and surrounding area.

  14. d

    Composite Image Service WMS, Minnesota.

    • datadiscoverystudio.org
    • gisdata.mn.gov
    • +1more
    html
    Updated Apr 9, 2015
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    (2015). Composite Image Service WMS, Minnesota. [Dataset]. http://datadiscoverystudio.org/geoportal/rest/metadata/item/648feb6eaa69494e9b9ad8b1191bf109/html
    Explore at:
    htmlAvailable download formats
    Dataset updated
    Apr 9, 2015
    Area covered
    Minnesota
    Description

    description: The goal of the Composite Image Service is to provide a single layer image service with the 'best' air photo or satellite image available for a certain extent. The images are provided as a WMS (web map service). The primary focus is the Twin Cities Metropolitan Area and the State of Minnesota. The secondary interest is the areas bordering Minnesota, especially Wisconsin counties close to the metro area. Imagery is evaluated based on criteria of color, currency, resolution, coverage, season, leaf cover and image quality in order to determine which imagery to include at which scale. See the Lineage field for a list of imagery layers that are visible at different scales. More information about this map service and the imagery resources displayed at various scales is available on the MnGeo Composite Image Service webpage: http://www.mngeo.state.mn.us/chouse/wms/composite_image.html; abstract: The goal of the Composite Image Service is to provide a single layer image service with the 'best' air photo or satellite image available for a certain extent. The images are provided as a WMS (web map service). The primary focus is the Twin Cities Metropolitan Area and the State of Minnesota. The secondary interest is the areas bordering Minnesota, especially Wisconsin counties close to the metro area. Imagery is evaluated based on criteria of color, currency, resolution, coverage, season, leaf cover and image quality in order to determine which imagery to include at which scale. See the Lineage field for a list of imagery layers that are visible at different scales. More information about this map service and the imagery resources displayed at various scales is available on the MnGeo Composite Image Service webpage: http://www.mngeo.state.mn.us/chouse/wms/composite_image.html

  15. a

    City of Carver PDF Map

    • hub.arcgis.com
    • arc-gis-hub-home-arcgishub.hub.arcgis.com
    Updated Jul 17, 2017
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    Carver County, Minnesota (2017). City of Carver PDF Map [Dataset]. https://hub.arcgis.com/documents/carver::city-of-carver-pdf-map/about
    Explore at:
    Dataset updated
    Jul 17, 2017
    Dataset authored and provided by
    Carver County, Minnesota
    Area covered
    Carver
    Description

    A downloadable, printable 8.5 x 11 inch PDF map of the City of Carver and surrounding area.

  16. M

    Lidar Elevation, Twin Cities Metro Region, Minnesota, 2011

    • gisdata.mn.gov
    • data.wu.ac.at
    html, webapp
    Updated Nov 22, 2024
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    Geospatial Information Office (2024). Lidar Elevation, Twin Cities Metro Region, Minnesota, 2011 [Dataset]. https://gisdata.mn.gov/dataset/elev-lidar-metro2011
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    webapp, htmlAvailable download formats
    Dataset updated
    Nov 22, 2024
    Dataset provided by
    Geospatial Information Office
    Area covered
    Twin Cities, Minnesota
    Description

    Fugro Horizons Inc. acquired highly accurate Light Detection and Ranging (lidar) elevation data for the Twin Cities metropolitan region in east-central Minnesota in Spring and Fall 2011, with some reflights in Spring 2012. The data cover Anoka, Benton, Carver, Dakota, Goodhue, Hennepin, Isanti, Kanabec, Meeker, Mille Lacs, Morrison, Ramsey, Scott, Sherburne and Washington counties.

    Most of the data was collected at 1.5 points/square meter. Smaller areas were collected with 2 points/square meter and with 8 points/square meter:
    1. 1.5 points/square meter covers Morrison, Mille Lacs, Benton, Isanti, Sherburne, Anoka, Meeker, Hennepin, Washington, Carver, Scott, and Goodhue counties.
    2. 2 points/square meter covers the Dakota Block (southern 2/3 of Dakota County)
    3. 8 points/square meter covers portions of Minneapolis/St. Paul and the City of Maple Grove
    See map of block boundaries: https://www.mngeo.state.mn.us/chouse/elevation/metro_data_delivery_dates.pdf

    Data are in the UTM Zone 15 coordinate system, NAD83 (HARN), NAVD88 Geoid09, meters. The tiling scheme is 16th USGS 1:24,000 quadrangle tiles.

    The vendor delivered the data to the Minnesota Department of Natural Resources (DNR) in several formats:

    1. One-meter digital elevation model
    2. Edge-of-water breaklines
    3. Classified LAS formatted point cloud data

    DNR staff quality-checked the data and created three additional products: two-foot contours, building outlines and hillshades.

    This metadata record was created at the Minnesota Geospatial Information Office using information supplied by the vendor and by DNR.

  17. M

    Land Surface Temperature 2022, Twin Cities

    • gisdata.mn.gov
    ags_mapserver, fgdb +2
    Updated Dec 14, 2023
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    Metropolitan Council (2023). Land Surface Temperature 2022, Twin Cities [Dataset]. https://gisdata.mn.gov/dataset/us-mn-state-metc-env-cva-lst2022
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    jpeg, fgdb, html, ags_mapserverAvailable download formats
    Dataset updated
    Dec 14, 2023
    Dataset provided by
    Metropolitan Council
    Area covered
    Twin Cities
    Description

    High resolution (10 meter) land surface temperature (LST) from September 1, 2022 is mapped for the seven-county metropolitan region of the Twin Cities. The goal of the map is to show the heat differences across the region and is not intended to show the maximum temperature that any specific area can reach. The raster dataset was computed at 30 meters using satellite imagery from Landsat 9 and downscaled to 10 meters using Copernicus Sentinel-2. These datasets were integrated using techniques modified from Ermida et al. 2020 and Onačillová et al. 2022). Open water was removed using ancillary data from OpenStreetMap and 2020 Generalized Land Use for the Twin Cities (Metropolitan Council).

    First, Landsat 9 imagery taken at 11:59 am CDT on September 01, 2022 was processed into 30-meter resolution LST (based on Ermida et al. 2020). At this time, the air temperature was 88° F at the Minneapolis-St. Paul International Airport (NOAA). A model predicting LST based on spectral indices of Normalized Difference Vegetation Index (NDVI), Normalized Difference Water Index (NDWI), and Normalized Difference Built-up Index (NDBI) was created and applied to 10-meter Sentenel-2 imagery. Sentinel-2 imagery was also taken on September 1, 2022, and this resulted in a 10-meter downscaled LST image (based on Onačillová et al. 2022). To account for anomalies in NDVI on the primary image date of September 1 (e.g., recently harvested agricultural fields), maximum NDVI occurring between July 1, 2022 and September 1, 2022 was used for both Landsat and Sentinel image processing. Water bodies were removed for all processing steps (OpenStreetMap 2023, Metropolitan Council 2021).

    This dataset is an update to the 2016 LST data for the Twin Cities Region (Metropolitan Council).

    The code to create and processes this dataset is available at: https://github.com/Metropolitan-Council/extreme.heat

    Sources:
    Ermida, S.L., Soares, P., Mantas, V., Göttsche, F.-M., Trigo, I.F., 2020. Google Earth Engine open-source code for Land Surface Temperature estimation from the Landsat series. Remote Sensing, 12 (9), 1471; https://doi.org/10.3390/rs12091471.

    Metropolitan Council. 2021. Generalized Land Use 2020. Minnesota Geospatial Commons. https://gisdata.mn.gov/dataset/us-mn-state-metc-plan-generl-lnduse2020

    Metropolitan Council. 2017. Land Surface Temperature for Climate Vulnerability Analysis. Minnesota Geospatial Commons. https://gisdata.mn.gov/dataset/us-mn-state-metc-env-cva-lst2016

    NOAA, National Oceanic and Atmospheric Administration, National Centers for Environmental Information, station USW00014922. September 1, 2022.

    Onačillová, K., Gallay, M., Paluba, D., Péliová, A., Tokarčík, O., Laubertová, D. 2022. Combining Landsat 8 and Sentinel 2 data in Google Earth Engine to derive higher resolution land surface temperature maps in urban environment. Remote Sensing, 14 (16), 4076. https://doi.org/10.3390/rs14164076.

    OpenStreetMap contributors. 2023. Retrieved from https://planet.openstreetmap.org on April 12, 2023.

  18. w

    Metropolitan Council Districts 2013

    • data.wu.ac.at
    • gisdata.mn.gov
    ags_mapserver, fgdb +4
    Updated Jul 12, 2018
    + more versions
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    Metropolitan Council (2018). Metropolitan Council Districts 2013 [Dataset]. https://data.wu.ac.at/schema/gisdata_mn_gov/OTBlNWVjNDgtMmU4OS00M2Q5LWFhNTAtZmNlYzY3YWNiNTVk
    Explore at:
    gpkg, jpeg, ags_mapserver, shp, fgdb, htmlAvailable download formats
    Dataset updated
    Jul 12, 2018
    Dataset provided by
    Metropolitan Council
    Area covered
    d8be1d40485cdc22fe9fc0cc6ea38dbc86a4ab94
    Description

    This layer defines the district boundaries for the Metropolitan Council members.

    NOTES:
    - The current Metropolitan Council Districts were enacted in 2013.
    - Council member names and spellings are taken directly from the Metropolitan Council web site and press releases.
    - Hanover, New Prague, Northfield, and Rockford have been removed from the district boundaries.
    - Only the cities of Minneapolis and St. Paul have significant populations split into more than one Council District. Chanhassen, Hastings and Spring Lake Park have small areas accross county boundaries in another Council district.
    - The actual descriptions of Metropolitan Council District boundaries were taken from Minnesota Statutes 2012, 473.123 http://www.revisor.leg.state.mn.us/stats/473/123.html
    - Adjustments for district boundaries that fall on city/township boundaries are updated on a quarterly basis with data from counties.
    -The 2013 plan files, details and components passed by the 2013 MN Legislature can be found at http://www.gis.leg.mn/html/redistricting.html
    -For the map and data available from the Metropolitan Council, district boundaries were adjusted to conform to existing geography employed by the Metropolitan Council.

  19. a

    Minor Civil Divisions Map

    • hub.arcgis.com
    Updated Aug 12, 2015
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    Scott County Minnesota (2015). Minor Civil Divisions Map [Dataset]. https://hub.arcgis.com/documents/973e782b5fc74a0c8e7595d06955b774
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    Dataset updated
    Aug 12, 2015
    Dataset authored and provided by
    Scott County Minnesota
    Area covered
    Description

    Minor Civil Divisions map showing cities and townships within Scott County.

  20. M

    Metropolitan Council Base Map Service

    • gisdata.mn.gov
    ags_mapserver, html +1
    Updated Feb 19, 2021
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    Metropolitan Council (2021). Metropolitan Council Base Map Service [Dataset]. https://gisdata.mn.gov/dataset/us-mn-state-metc-base-metcouncil-basemap-service
    Explore at:
    jpeg, html, ags_mapserverAvailable download formats
    Dataset updated
    Feb 19, 2021
    Dataset provided by
    Metropolitan Council
    Description

    Metropolitan Council cached base map web service, developed for 7 County Twin Cities Region. Includes political boundaries, roadways, parks, lakes and rivers, land marks, and transit information.

Share
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Geospatial Information Office (2024). Minnesota Cities, Townships, and Counties Reference Map [Dataset]. https://gisdata.mn.gov/dataset/bdry-cities-counties-twps-map

Minnesota Cities, Townships, and Counties Reference Map

Explore at:
printable_map, jpeg, htmlAvailable download formats
Dataset updated
Nov 22, 2024
Dataset provided by
Geospatial Information Office
Area covered
Minnesota
Description

This map of Minnesota cities, townships, and counties was published by MnGeo in January 2019. The primary data set for the map is the "Cities, Townships, and Unorganized Territories" (MnCTU) data maintained by the Minnesota Department of Transportation. Other reference data on the map include County Seats and Other Cities, County Boundaries, Interstate, US Trunk, and State Trunk Highways, Major Rivers, Lakes, County and State Boundaries. The download is a PDF file with embedded layers that can be printed at E-scale (36" x 48").

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