This dataset represents a 10m visibility raster calculated using the ArcGIS Viewshed2 tool and a custom set of tools in Python.

This dataset was developed for use in Mn/Model4 archaeological predictive model. NOTE: The compressed dataset is over 4 GB in size due to the high resolution scale and statewide...

This file geodatabase contains datasets that represent elevation data.The following links can be used to obtain individual metadata pages: Contour: elev_contour.html

The DNR bluff mapping tool is intended to help local governments identify bluffs in the administration of shoreland and river-related ordinances that regulate placement of...

A high-resolution (1-meter) land cover classification raster dataset was completed for three different geographic areas in Minnesota: Duluth, Rochester, and the seven-county...

A high-resolution (1-meter) land cover classification raster dataset was completed for three different geographic areas in Minnesota: Duluth, Rochester, and the seven-county...

This is a 15-meter raster dataset of a land cover and impervious surface classification for 2013, level two classification. The classification was created using a combination...

A high-resolution (1-meter) land cover classification raster dataset was completed for three different geographic areas in Minnesota: Duluth, Rochester, and the seven-county...

This classification was created using high-resolution multispectral National Agriculture Imagery Program (NAIP) leaf-on imagery (2015), spring leaf-off imagery (2011- 2014),...

The Minnesota DNR Toolbox provides a number of convenience geoprocessing tools used regularly by MNDNR staff. Many of these may be useful to the wider public. However, some...

The lidar data for Stearns County was collected under contract by the county. Thus, the data format is not entirely consistent with some of the other lidar data collected by the...

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...

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 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...

The project vendor, Woolpert, Inc., acquired highly accurate Light Detection and Ranging (lidar) elevation data for the Arrowhead Region in Northeast Minnesota in Spring 2011....

The lidar data for McLeod County was collected under contract by the county. Thus, the data format is not entirely consistent with some of the other lidar data collected by the...

The original data was classified bare-earth lidar DEM and photogrammetrically derived breaklines generated from lidar intensity stereo-pairs in Esri ASCII 3D Generate format and...

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...

AeroMetric (now Quantum Spatial) acquired highly accurate lidar (Light Detection and Ranging) elevation data for the Minnesota portion of the Minnesota River Basin. The project...

The lidar data for Wright County was collected under contract by the county, thus the data format is not entirely consistent with some of the other lidar data collected for the...