DOI: https://doi.org/10.5069/G90C4T05
OT Collection ID: OT.032023.26910.3
OT Collection Name: USFS Mule Lidar, CA 2013
Short Name: CA13_Mule
Collection Platform: Airborne Lidar

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Download and Access Products: 
	1. Point Cloud Data
		opentopoID: OTLAS.032023.26910.3
		Data Processing: https://portal.opentopography.org/lidarDataset?opentopoID=OTLAS.032023.26910.3

	2. Raster
		opentopoID: OTSDEM.032023.26910.3
		Data Processing: https://portal.opentopography.org/raster?opentopoID=OTSDEM.032023.26910.3


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Collection Overview: Lidar was collected over the Mule Project Site in the Modoc Forest of California between October 20th - 21st 2013 for the USFS Pacific Region. Data was collected to provide a highly detailed ground surface dataset to be used for the development of topographic, contour mapping and hydraulic modeling. This dataset covers over 19,000 acres ( over ~79 km2)

Dataset Acknowledgement: Data were collected by the US Forest Service using public funds and can be freely used in the public domain

Dataset Citation: U.S. Forest Service Region 5 Remote Sensing Lab Information Management Staff. (2023). USFS Mule Lidar, CA 2013. Collected by Digital Mapping Inc. Distributed by OpenTopography. https://doi.org/10.5069/G90C4T05. Accessed: 2024-12-22

Use License: CC0 1.0

Dataset Keywords: BurnPro3D,California, fire, Mule, Modoc, ecology, topography, wildlife,USFS

Survey Date: 10/20/2013 - 10/21/2013
Publication Date: 03/17/2023

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Data Provider and Roles:
	1. United States Forest Service
	Role: Contact
	Url: Not Available.

	2. Digital Mapping Inc.
	Role: Collector
	Url: http://admap.com/

	3. United States Forest Service
	Role: Funder
	Url: https://www.fs.usda.gov/


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Total number of points: 1,238,151,195 pts

Area: 79.76 km^2

Point Density: 15.52 pts/m^2

Classifications: 
	Class 1 - Unclassified: 325,455,331
	Class 2 - Ground: 184,349,531
	Class 3 - Low Vegetation: 310,517,647
	Class 4 - Medium Vegetation: 277,135,838
	Class 5 - High Vegetation: 140,674,201
	Class 7 - Low Point (low noise): 4,497
	Class 15 - Transmission Tower: 9,430
	Class 21 - Reserved: 4,720
Coordinates System: 
	Horizontal: NAD83 / UTM Zone 10N Meters [EPSG: 26910]
	Vertical: NAVD88 (GEOID 12A) [EPSG: 5703]

Survey Report: https://object.cloud.sdsc.edu:443/v1/AUTH_opentopography/www/metadata/CA13_Mule_metadata.pdf

LAS Validation Data Report: https://portal.opentopography.org/lasReport?opentopoID=OTLAS.032023.26910.3

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Dataset Extent in KMZ format: https://portal.opentopography.org/getKml?otCollectionID=OT.032023.26910.3&download=true

Dataset Spatial Bounds:
	North: 39.87564856458426°
	South: 39.79845977754442°
	East: -122.68659608630786°
	West: -122.87949112547405°