Structure-from-Motion point clouds from Miami Park surveys, MI, July 19, 2021

Structure-from-Motion (SfM) point clouds were created from images collected using a remotely piloted unoccupied aerial system over the bluffs of the eastern shore of Lake Michigan in Miami Park rural residential area. The digital imagery was collected with the internal camera of a DJI Phantom 4 PRO PPK that was operated by the University of Toledo, on July 19, 2021. The images cover an extent between south of Lakestone Dr. to the north, and south of A St. to the south. The images were collected in .jpg format and include Exif metadata with GPS date, time, and latitude and longitude, copyright, keywords, and other fields. Point clouds were created from the collected images using SfM photogrammetry software. The point cloud was classified in ground (bare earth) and unclassified (everything else e.g. buildings, vegetation, water, etc.).

Data and Resources

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-62547d2fd34e21f8276f4272
metadata_type geospatial
modified 2022-04-25T00:00:00Z
old-spatial -86.257183, 42.456026, -86.249624, 42.476019
publisher U.S. Geological Survey
resource-type Dataset
source_datajson_identifier true
source_hash bc2009cf76f3e2c0ab132e8d9b996d2767cd4d4214cb03144b44ad1890f14626
source_schema_version 1.1
spatial {"type": "Polygon", "coordinates": [[[-86.257183, 42.456026], [-86.257183, 42.476019], [ -86.249624, 42.476019], [ -86.249624, 42.456026], [-86.257183, 42.456026]]]}
theme {geospatial}
Groups
  • AmeriGEOSS
  • National Provider
  • North America
Tags
  • AmeriGEO
  • AmeriGEOSS
  • CKAN
  • GEO
  • GEOSS
  • National
  • North America
  • United States
  • allegan-county
  • digital-elevation-model
  • elevation
  • geology-minerals-energy-and-geophysics-science-center
  • geospatial-datasets
  • gmeg
  • lake-michigan
  • landslides
  • mgs
  • miami-park
  • michigan-geological-survey
  • national-cooperative-geologic-mapping-program
  • ncgmp
  • remote-sensing
  • state-of-michigan
  • structure-from-motion
  • u-s-geological-survey
  • university-of-toledo
  • usgs
  • usgs-62547d2fd34e21f8276f4272
  • ut
isopen False
license_id notspecified
license_title License not specified
maintainer Monica Palaseanu-Lovejoy
maintainer_email mpal@usgs.gov
metadata_created 2025-09-23T18:16:31.698223
metadata_modified 2025-09-23T18:16:31.698230
notes Structure-from-Motion (SfM) point clouds were created from images collected using a remotely piloted unoccupied aerial system over the bluffs of the eastern shore of Lake Michigan in Miami Park rural residential area. The digital imagery was collected with the internal camera of a DJI Phantom 4 PRO PPK that was operated by the University of Toledo, on July 19, 2021. The images cover an extent between south of Lakestone Dr. to the north, and south of A St. to the south. The images were collected in .jpg format and include Exif metadata with GPS date, time, and latitude and longitude, copyright, keywords, and other fields. Point clouds were created from the collected images using SfM photogrammetry software. The point cloud was classified in ground (bare earth) and unclassified (everything else e.g. buildings, vegetation, water, etc.).
num_resources 1
num_tags 29
title Structure-from-Motion point clouds from Miami Park surveys, MI, July 19, 2021