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 e Risorse

Campo Valore
accessLevel public
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identifier USGS:62547d2fd34e21f8276f4272
metadata_type geospatial
modified 20220425
old-spatial -86.257183, 42.456026, -86.249624, 42.476019
publisher U.S. Geological Survey
publisher_hierarchy Department of the Interior > U.S. Geological Survey
resource-type Dataset
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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}
Gruppi
  • AmeriGEOSS
  • National Provider
  • North America
Tag
  • allegan-county
  • amerigeo
  • amerigeoss
  • ckan
  • digital-elevation-model
  • elevation
  • geo
  • geology-minerals-energy-and-geophysics-science-center
  • geospatial-datasets
  • geoss
  • gmeg
  • lake-michigan
  • landslides
  • mgs
  • miami-park
  • michigan-geological-survey
  • national
  • national-cooperative-geologic-mapping-program
  • ncgmp
  • north-america
  • remote-sensing
  • state-of-michigan
  • structure-from-motion
  • u-s-geological-survey
  • united-states
  • 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 2025-11-21T05:10:50.306553
metadata_modified 2025-11-21T05:10:50.306557
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 2
num_tags 29
title Structure-from-Motion point clouds from Miami Park surveys, MI, July 19, 2021