The hillshade is a black-and-white image showing elevation changes in the landscape. It is created from a digital elevation model as if the elevation surface were illuminated by...

This dataset contains leaf-off 4-band red, green, blue, infrared (RGBI) digital orthophoto imagery produced at 30-centimeter (approximately one-foot) resolution from new aerial...

This dataset contains leaf-off natural color digital orthophoto imagery produced at 3-inch resolution from new aerial photography captured in May 2018. The imagery covers...

This dataset contains 4 Band red, green, blue, infrared (RGBI) digital orthophoto imagery of Cook, Lake, St. Louis and Carlton counties in northern Minnesota.The orthophotos are...

This is a set of the impaired waterbodies as determined by MPCA's surface water quality assessment process, approved by the US Environmental Protection Agency (EPA) on...

The project vendor, Woolpert, Inc., acquired highly accurate Light Detection and Ranging (lidar) elevation data for the Duluth area during the Fall of 2012. Lidar data are in...

The data in these spreadsheets represent an export of summary and raw learning model data provided by Local Education Authorities (LEAs - typically school districts and charter...

Various telecommunication datasets such as cellphone towers and service areas, land mobile station locations, AM, FM, and TV communication can be downloaded on an FCC page....

Urban areas in the context of this dataset includes the Twin Cities Metro Area, as well as outstate metro areas and rural downtowns, for all municipalities with more than 100...

The United States Department of Agriculture (USDA), National Agricultural Statistics Service (NASS) Cropland Data Layer (CDL) is a raster, geo-referenced, crop-specific land...

This data set contains 4-band natural color and false color infrared (CIR) imagery from the National Agricultural Imagery Program (NAIP). NAIP acquires digital ortho imagery...

This data set contains 3-band natural color imagery from the National Agricultural Imagery Program (NAIP). NAIP acquires digital ortho imagery during the agricultural growing...

This data set contains 3-band natural color imagery from the National Agricultural Imagery Program (NAIP). NAIP acquires digital ortho imagery during the agricultural growing...

The Red River Basin Mapping Initiative 2008-2010 project acquired 1.4-meter Lidar data for the US portion of the Red River Basin. Additionally, imagery was collected for the...

This dataset consists of 0.075-meter (3-inch), natural color leaf-off orthoimages covering Douglas County. Data were collected by Pictometry.

This data set consists of general soil association units. It was developed by the National Cooperative Soil Survey and supersedes the State Soil Geographic (STATSGO) data set...

This dataset is a digital soil survey and generally is the most detailed level of soil geographic data developed by the National Cooperative Soil Survey. The information was...

The Minnesota Department of Natural Resources contracted with Sanborn Map Co., Inc. to provide lidar (Light Detection and Ranging) mapping services for the South Dakota portion...

This is the set of the waterbodies assessed by MPCA's surface water quality assessment process for the 2024 303(d)/305(b) integrated report to EPA.Please consult the metadata of...

This dataset contains leaf-off 4-band red, green, blue, infrared (RGBI) digital orthophoto imagery produced at 30-centimeter (approximately one-foot) resolution from new aerial...