LAS dataset of lidar, single-beam and multibeam sonar data collected at Lake Superior at Minnesota Point near the Duluth Entry, Duluth, MN, August 2022
Data and Resources
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Digital DataXML
Landing page for access to the data
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Original MetadataXML
The metadata original format
| Field | Value |
|---|---|
| accessLevel | public |
| bureauCode | {010:12} |
| catalog_@context | https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld |
| catalog_@id | https://ddi.doi.gov/usgs-data.json |
| catalog_conformsTo | https://project-open-data.cio.gov/v1.1/schema |
| catalog_describedBy | https://project-open-data.cio.gov/v1.1/schema/catalog.json |
| identifier | http://datainventory.doi.gov/id/dataset/usgs-64b52fefd34e70357a2adc06 |
| metadata_type | geospatial |
| modified | 2024-09-12T00:00:00Z |
| old-spatial | -92.09220, 46.76260, -92.07020, 46.78400 |
| publisher | U.S. Geological Survey |
| resource-type | Dataset |
| source_datajson_identifier | true |
| source_hash | 58912b9a9d8a8ad1144495e8c58ba97a3e968440ff367b16981f40c55e597cae |
| source_schema_version | 1.1 |
| spatial | {"type": "Polygon", "coordinates": [[[-92.09220, 46.76260], [-92.09220, 46.78400], [ -92.07020, 46.78400], [ -92.07020, 46.76260], [-92.09220, 46.76260]]]} |
| theme | {geospatial} |
| Groups |
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| Tags |
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| isopen | False |
| license_id | notspecified |
| license_title | License not specified |
| maintainer | Jenny L Hanson |
| maintainer_email | jhanson@usgs.gov |
| metadata_created | 2025-09-23T20:02:43.386511 |
| metadata_modified | 2025-09-23T20:02:43.386517 |
| notes | This dataset is a LAS (industry-standard binary format for storing lidar point clouds) dataset containing light detection and ranging (lidar) data and sonar data representing the beach and near-shore topography of Lake Superior at Minnesota Point, near the Duluth entry, Duluth, Minnesota. Average point spacing of the LAS files in the dataset are as follows: lidar, 0.094 meters (m); multibeam sonar, 0.501 m; single-beam sonar, 1.876 m. The LAS dataset was used to create digital elevation models (DEMs) of 10 m (32.8084 feet) and 1 m (3.28084 feet) resolution, of the approximate 1.75 square kilometer surveyed area. Lidar data were collected August 22, 2022 using a boat mounted Velodyne VLP-16 unit and methodology similar to that described by Huizinga and Wagner (2019). Multibeam sonar data were collected August 22-23, 2022 using a Norbit integrated wide band multibeam system compact (iWBMSc) sonar unit and methodology similar to that described by Richards and Huizinga (2018). Single-beam sonar data were collected August 23, 2022 using a Ceescope echosounder and methodology similar to that described by Wilson and Richards (2006).This project followed similar methods to that of Wagner, Lund, and Sanks (2020), who completed a similar survey in 2019. |
| num_resources | 2 |
| num_tags | 26 |
| title | LAS dataset of lidar, single-beam and multibeam sonar data collected at Lake Superior at Minnesota Point near the Duluth Entry, Duluth, MN, August 2022 |