UAV surveys of Yucaipa Ridge, CA, watersheds (2018) prior to El Dorado Fire

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Dataset Information

Point clouds and 1-cm resolution orthophotos spanning 0.01-0.1 km2 regions across steep hillslope and headwater channel terrain in Yucaipa Ridge, CA, USA, prior to the 2020 El Dorado Fire. Original photographs are available upon request. Surveys collected in 2018 predate the El Dorado Fire and are paired with surveys collected in 2020 that postdate the El Dorado Fire. Imagery was collected using a Mavic Pro quadcopter. Data processing was performed in Agisoft Metashape (version 2.0.2 build 16404). Alignment and georeferencing performed using iterative-closest-point alignment in CloudCompare (v2.12.0) with clipped airborne lidar-derived point cloud without vegetation filtering used as reference dataset: (U.S. Geological Survey (2020) USGS One Meter CA SoCal Wildfires B1 2018, United States Geological Survey 3D Elevation Program 1-meter Digital Elevation Model).

opentopoID: OTDS.102023.6340.1
DOI: https://doi.org/10.5069/G9028PRS
Platform: Structure from Motion / Photogrammetry
Data Format: Point Cloud, Raster
Dataset Acknowledgement: This work was supported by a National Science Foundation EAR 1945431 and 2012073 awarded to S. Moon and a National Science Foundation grant EAR-1848321 to R. DiBiase. The authors would like to thank the Bearpaw Reserve, and Pilgrim Pines Camp for sharing observations, experiences, and allowing a portion of this research to take place on their property during a time of continued distress. We thank Christian Erikson and Julia Carr for field assistance.
Dataset Citation: Neely, A., DiBiase, R., Moon, S., Carr, J., Erikson, C. (2023). UAV surveys of Yucaipa Ridge, CA, watersheds (2018) prior to El Dorado Fire. Distributed by OpenTopography. https://doi.org/10.5069/G9028PRS. Accessed: 2025-04-03
Survey Date: 08/18/2018 - 09/05/2018
Survey Area: 0.72 km2
Publication Date: 10/06/2023
Total Number of Points: 216,197,322 pts
Point Density: 300.76 pts/m2
Coordinates System:
Horizontal: NAD83(2011) / UTM zone 11N [EPSG: 6340]

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Spatial Extent
Point Cloud Extent Raster Extent

Show Data Files

    Point Cloud
  File Name Size Points Area (m2) Density  
1     Ford2018_pts_NAD83_2011_utm11n.laz     263.34 MB     39,835,870     48,014     829.67         File Metadata    
SpatialReference: 
COMPD_CS["unknown",PROJCS["NAD83(2011) / UTM zone 11N",GEOGCS["NAD83(2011)",DATUM["NAD83_National_Spatial_Reference_System_2011",SPHEROID["GRS 1980",6378137,298.257222101,AUTHORITY["EPSG","7019"]],TOWGS84[0,0,0,0,0,0,0],AUTHORITY["EPSG","1116"]],PRIMEM["Greenwich",0,AUTHORITY["EPSG","8901"]],UNIT["degree",0.0174532925199433,AUTHORITY["EPSG","9122"]],AUTHORITY["EPSG","6318"]],PROJECTION["Transverse_Mercator"],PARAMETER["latitude_of_origin",0],PARAMETER["central_meridian",-117],PARAMETER["scale_factor",0.9996],PARAMETER["false_easting",500000],PARAMETER["false_northing",0],UNIT["metre",1,AUTHORITY["EPSG","9001"]],AXIS["Easting",EAST],AXIS["Northing",NORTH],AUTHORITY["EPSG","6340"]],VERT_CS["unknown",VERT_DATUM["unknown",2005],UNIT["metre",1.0,AUTHORITY["EPSG","9001"]],AXIS["Up",UP]]]

Geographic Coordinates (Lat, Lon, Elevation) - EPSG:4326
North-East (Lat, Lon, Elevation): (34.06533786229662, -116.93267763429454, 2419.393)
South-West (Lat, Lon, Elevation): (34.063092615274726, -116.93539663234027, 2204.159)

Projected Coordinates (X, Y) - EPSG:6340
North-East (X, Y): (506212.311, 3769402.593)
South-West (X, Y): (505961.567, 3769153.48)

Classifications:
Class 0 (Created, never classified)39,835,870
2     MillCreek1_downstream_2018_pts_NAD83_2011_UTM11n.laz     250.30 MB     36,947,343     98,195     376.27         File Metadata    
SpatialReference: 
COMPD_CS["unknown",PROJCS["NAD83(2011) / UTM zone 11N",GEOGCS["NAD83(2011)",DATUM["NAD83_National_Spatial_Reference_System_2011",SPHEROID["GRS 1980",6378137,298.257222101,AUTHORITY["EPSG","7019"]],TOWGS84[0,0,0,0,0,0,0],AUTHORITY["EPSG","1116"]],PRIMEM["Greenwich",0,AUTHORITY["EPSG","8901"]],UNIT["degree",0.0174532925199433,AUTHORITY["EPSG","9122"]],AUTHORITY["EPSG","6318"]],PROJECTION["Transverse_Mercator"],PARAMETER["latitude_of_origin",0],PARAMETER["central_meridian",-117],PARAMETER["scale_factor",0.9996],PARAMETER["false_easting",500000],PARAMETER["false_northing",0],UNIT["metre",1,AUTHORITY["EPSG","9001"]],AXIS["Easting",EAST],AXIS["Northing",NORTH],AUTHORITY["EPSG","6340"]],VERT_CS["unknown",VERT_DATUM["unknown",2005],UNIT["metre",1.0,AUTHORITY["EPSG","9001"]],AXIS["Up",UP]]]

Geographic Coordinates (Lat, Lon, Elevation) - EPSG:4326
North-East (Lat, Lon, Elevation): (34.09196991237432, -116.97933980043074, 1487.314)
South-West (Lat, Lon, Elevation): (34.08910374395711, -116.98359961285583, 1315.103)

Projected Coordinates (X, Y) - EPSG:6340
North-East (X, Y): (501905.866, 3772353.688)
South-West (X, Y): (501512.957, 3772035.817)

Classifications:
Class 0 (Created, never classified)36,947,343
3     MillCreek2_2018_pts_NAD83_2011_utm11n.laz     387.97 MB     56,471,935     180,490     312.88         File Metadata    
SpatialReference: 
COMPD_CS["unknown",PROJCS["NAD83(2011) / UTM zone 11N",GEOGCS["NAD83(2011)",DATUM["NAD83_National_Spatial_Reference_System_2011",SPHEROID["GRS 1980",6378137,298.257222101,AUTHORITY["EPSG","7019"]],TOWGS84[0,0,0,0,0,0,0],AUTHORITY["EPSG","1116"]],PRIMEM["Greenwich",0,AUTHORITY["EPSG","8901"]],UNIT["degree",0.0174532925199433,AUTHORITY["EPSG","9122"]],AUTHORITY["EPSG","6318"]],PROJECTION["Transverse_Mercator"],PARAMETER["latitude_of_origin",0],PARAMETER["central_meridian",-117],PARAMETER["scale_factor",0.9996],PARAMETER["false_easting",500000],PARAMETER["false_northing",0],UNIT["metre",1,AUTHORITY["EPSG","9001"]],AXIS["Easting",EAST],AXIS["Northing",NORTH],AUTHORITY["EPSG","6340"]],VERT_CS["unknown",VERT_DATUM["unknown",2005],UNIT["metre",1.0,AUTHORITY["EPSG","9001"]],AXIS["Up",UP]]]

Geographic Coordinates (Lat, Lon, Elevation) - EPSG:4326
North-East (Lat, Lon, Elevation): (34.07585422655872, -116.93445150549746, 2486.03)
South-West (Lat, Lon, Elevation): (34.07181160009357, -116.93924460151494, 2208.091)

Projected Coordinates (X, Y) - EPSG:6340
North-East (X, Y): (506047.876, 3770568.534)
South-West (X, Y): (505605.904, 3770120.017)

Classifications:
Class 0 (Created, never classified)56,471,935
4     MillCreek3_2018_pts_NAD83_2011_utm11n.laz     283.69 MB     40,776,959     195,418     208.67         File Metadata    
SpatialReference: 
COMPD_CS["unknown",PROJCS["NAD83(2011) / UTM zone 11N",GEOGCS["NAD83(2011)",DATUM["NAD83_National_Spatial_Reference_System_2011",SPHEROID["GRS 1980",6378137,298.257222101,AUTHORITY["EPSG","7019"]],TOWGS84[0,0,0,0,0,0,0],AUTHORITY["EPSG","1116"]],PRIMEM["Greenwich",0,AUTHORITY["EPSG","8901"]],UNIT["degree",0.0174532925199433,AUTHORITY["EPSG","9122"]],AUTHORITY["EPSG","6318"]],PROJECTION["Transverse_Mercator"],PARAMETER["latitude_of_origin",0],PARAMETER["central_meridian",-117],PARAMETER["scale_factor",0.9996],PARAMETER["false_easting",500000],PARAMETER["false_northing",0],UNIT["metre",1,AUTHORITY["EPSG","9001"]],AXIS["Easting",EAST],AXIS["Northing",NORTH],AUTHORITY["EPSG","6340"]],VERT_CS["unknown",VERT_DATUM["unknown",2005],UNIT["metre",1.0,AUTHORITY["EPSG","9001"]],AXIS["Up",UP]]]

Geographic Coordinates (Lat, Lon, Elevation) - EPSG:4326
North-East (Lat, Lon, Elevation): (34.08362084154478, -116.95019273737458, 2272.116)
South-West (Lat, Lon, Elevation): (34.0789522817064, -116.95551513951052, 1958.168)

Projected Coordinates (X, Y) - EPSG:6340
North-East (X, Y): (504595.081, 3771428.873)
South-West (X, Y): (504104.276, 3770910.999)

Classifications:
Class 0 (Created, never classified)40,776,959
5     University_ck_2018_pts_NAD83_2011_utm11n.laz     278.72 MB     40,512,003     184,828     219.19         File Metadata    
SpatialReference: 
COMPD_CS["unknown",PROJCS["NAD83(2011) / UTM zone 11N",GEOGCS["NAD83(2011)",DATUM["NAD83_National_Spatial_Reference_System_2011",SPHEROID["GRS 1980",6378137,298.257222101,AUTHORITY["EPSG","7019"]],TOWGS84[0,0,0,0,0,0,0],AUTHORITY["EPSG","1116"]],PRIMEM["Greenwich",0,AUTHORITY["EPSG","8901"]],UNIT["degree",0.0174532925199433,AUTHORITY["EPSG","9122"]],AUTHORITY["EPSG","6318"]],PROJECTION["Transverse_Mercator"],PARAMETER["latitude_of_origin",0],PARAMETER["central_meridian",-117],PARAMETER["scale_factor",0.9996],PARAMETER["false_easting",500000],PARAMETER["false_northing",0],UNIT["metre",1,AUTHORITY["EPSG","9001"]],AXIS["Easting",EAST],AXIS["Northing",NORTH],AUTHORITY["EPSG","6340"]],VERT_CS["unknown",VERT_DATUM["unknown",2005],UNIT["metre",1.0,AUTHORITY["EPSG","9001"]],AXIS["Up",UP]]]

Geographic Coordinates (Lat, Lon, Elevation) - EPSG:4326
North-East (Lat, Lon, Elevation): (34.08012872680978, -116.96114291314747, 2025.785)
South-West (Lat, Lon, Elevation): (34.07652128578533, -116.96646971384263, 1745.182)

Projected Coordinates (X, Y) - EPSG:6340
North-East (X, Y): (503584.995, 3771041.231)
South-West (X, Y): (503093.67, 3770641.066)

Classifications:
Class 0 (Created, never classified)40,512,003
6     Wilson2018_pts_NAD83_2011_utm11N.laz     11.36 MB     1,653,212     11,902     138.9         File Metadata    
SpatialReference: 
COMPD_CS["unknown",PROJCS["NAD83(2011) / UTM zone 11N",GEOGCS["NAD83(2011)",DATUM["NAD83_National_Spatial_Reference_System_2011",SPHEROID["GRS 1980",6378137,298.257222101,AUTHORITY["EPSG","7019"]],TOWGS84[0,0,0,0,0,0,0],AUTHORITY["EPSG","1116"]],PRIMEM["Greenwich",0,AUTHORITY["EPSG","8901"]],UNIT["degree",0.0174532925199433,AUTHORITY["EPSG","9122"]],AUTHORITY["EPSG","6318"]],PROJECTION["Transverse_Mercator"],PARAMETER["latitude_of_origin",0],PARAMETER["central_meridian",-117],PARAMETER["scale_factor",0.9996],PARAMETER["false_easting",500000],PARAMETER["false_northing",0],UNIT["metre",1,AUTHORITY["EPSG","9001"]],AXIS["Easting",EAST],AXIS["Northing",NORTH],AUTHORITY["EPSG","6340"]],VERT_CS["unknown",VERT_DATUM["unknown",2005],UNIT["metre",1.0,AUTHORITY["EPSG","9001"]],AXIS["Up",UP]]]

Geographic Coordinates (Lat, Lon, Elevation) - EPSG:4326
North-East (Lat, Lon, Elevation): (34.08370462419134, -116.98254363011209, 1614.138)
South-West (Lat, Lon, Elevation): (34.08264466542569, -116.98374546302288, 1541.999)

Projected Coordinates (X, Y) - EPSG:6340
North-East (X, Y): (501610.475, 3771437.181)
South-West (X, Y): (501499.616, 3771319.635)

Classifications:
Class 0 (Created, never classified)1,653,212
  Summary 1.44 GB     216,197,322     718,847     300.76      
    Raster Data
  File Name Size Resolution Dimensions Layer Type  
1     Ford2018_1cm_ortho_NAD83_2011_utm11n_CP.tif     63.73 MB     0.01 meter     25101 x 24735     Orthophotograph             File Metadata    
SpatialReference 
PROJCS["NAD83(2011) / UTM zone 11N",     GEOGCS["NAD83(2011)",         DATUM["NAD83_National_Spatial_Reference_System_2011",             SPHEROID["GRS 1980",6378137,298.257222101,                 AUTHORITY["EPSG","7019"]],             TOWGS84[0,0,0,0,0,0,0],             AUTHORITY["EPSG","1116"]],         PRIMEM["Greenwich",0,             AUTHORITY["EPSG","8901"]],         UNIT["degree",0.0174532925199433,             AUTHORITY["EPSG","9122"]],         AUTHORITY["EPSG","6318"]],     PROJECTION["Transverse_Mercator"],     PARAMETER["latitude_of_origin",0],     PARAMETER["central_meridian",-117],     PARAMETER["scale_factor",0.9996],     PARAMETER["false_easting",500000],     PARAMETER["false_northing",0],     UNIT["metre",1,         AUTHORITY["EPSG","9001"]],     AXIS["Easting",EAST],     AXIS["Northing",NORTH],     AUTHORITY["EPSG","6340"]]

Geographic Coordinates (Lat, Lon) - EPSG:4326
North-East (Lat, Lon): (34.06534933894002, -116.93268621890176)
South-West (Lat, Lon): (34.06311999343029, -116.93540808757055)

Projected Coordinates (X, Y) - EPSG:6340
North-East (X, Y): (506211.518, 3769403.865)
South-West (X, Y): (505960.508, 3769156.515)
2     MillCreek1_downstream_2018_1cm_ortho_NAD83_2011_UTM11n_CP.tif     70.80 MB     0.01 meter     38651 x 31749     Orthophotograph             File Metadata    
SpatialReference 
PROJCS["NAD83(2011) / UTM zone 11N",     GEOGCS["NAD83(2011)",         DATUM["NAD83_National_Spatial_Reference_System_2011",             SPHEROID["GRS 1980",6378137,298.257222101,                 AUTHORITY["EPSG","7019"]],             TOWGS84[0,0,0,0,0,0,0],             AUTHORITY["EPSG","1116"]],         PRIMEM["Greenwich",0,             AUTHORITY["EPSG","8901"]],         UNIT["degree",0.0174532925199433,             AUTHORITY["EPSG","9122"]],         AUTHORITY["EPSG","6318"]],     PROJECTION["Transverse_Mercator"],     PARAMETER["latitude_of_origin",0],     PARAMETER["central_meridian",-117],     PARAMETER["scale_factor",0.9996],     PARAMETER["false_easting",500000],     PARAMETER["false_northing",0],     UNIT["metre",1,         AUTHORITY["EPSG","9001"]],     AXIS["Easting",EAST],     AXIS["Northing",NORTH],     AUTHORITY["EPSG","6340"]]

Geographic Coordinates (Lat, Lon) - EPSG:4326
North-East (Lat, Lon): (34.09201281823233, -116.97936061427433)
South-West (Lat, Lon): (34.08915007600598, -116.98355106257324)

Projected Coordinates (X, Y) - EPSG:6340
North-East (X, Y): (501903.945, 3772358.445)
South-West (X, Y): (501517.435, 3772040.955)
3     Millcreek2_2018_1cm_ortho_NAD83_2012_utm11n_CP.tif     109.42 MB     0.01 meter     44223 x 44631     Orthophotograph             File Metadata    
SpatialReference 
PROJCS["NAD83(2011) / UTM zone 11N",     GEOGCS["NAD83(2011)",         DATUM["NAD83_National_Spatial_Reference_System_2011",             SPHEROID["GRS 1980",6378137,298.257222101,                 AUTHORITY["EPSG","7019"]],             TOWGS84[0,0,0,0,0,0,0],             AUTHORITY["EPSG","1116"]],         PRIMEM["Greenwich",0,             AUTHORITY["EPSG","8901"]],         UNIT["degree",0.0174532925199433,             AUTHORITY["EPSG","9122"]],         AUTHORITY["EPSG","6318"]],     PROJECTION["Transverse_Mercator"],     PARAMETER["latitude_of_origin",0],     PARAMETER["central_meridian",-117],     PARAMETER["scale_factor",0.9996],     PARAMETER["false_easting",500000],     PARAMETER["false_northing",0],     UNIT["metre",1,         AUTHORITY["EPSG","9001"]],     AXIS["Easting",EAST],     AXIS["Northing",NORTH],     AUTHORITY["EPSG","6340"]]

Geographic Coordinates (Lat, Lon) - EPSG:4326
North-East (Lat, Lon): (34.07585340505423, -116.93446692898145)
South-West (Lat, Lon): (34.071830683881046, -116.93926280615457)

Projected Coordinates (X, Y) - EPSG:6340
North-East (X, Y): (506046.453, 3770568.442)
South-West (X, Y): (505604.223, 3770122.132)
4     Millcreek3_2018_1cm_ortho_NAD83_2011_utm11n_CP.tif     92.13 MB     0.01 meter     49023 x 51885     Orthophotograph             File Metadata    
SpatialReference 
PROJCS["NAD83(2011) / UTM zone 11N",     GEOGCS["NAD83(2011)",         DATUM["NAD83_National_Spatial_Reference_System_2011",             SPHEROID["GRS 1980",6378137,298.257222101,                 AUTHORITY["EPSG","7019"]],             TOWGS84[0,0,0,0,0,0,0],             AUTHORITY["EPSG","1116"]],         PRIMEM["Greenwich",0,             AUTHORITY["EPSG","8901"]],         UNIT["degree",0.0174532925199433,             AUTHORITY["EPSG","9122"]],         AUTHORITY["EPSG","6318"]],     PROJECTION["Transverse_Mercator"],     PARAMETER["latitude_of_origin",0],     PARAMETER["central_meridian",-117],     PARAMETER["scale_factor",0.9996],     PARAMETER["false_easting",500000],     PARAMETER["false_northing",0],     UNIT["metre",1,         AUTHORITY["EPSG","9001"]],     AXIS["Easting",EAST],     AXIS["Northing",NORTH],     AUTHORITY["EPSG","6340"]]

Geographic Coordinates (Lat, Lon) - EPSG:4326
North-East (Lat, Lon): (34.083614435644144, -116.95020868566912)
South-West (Lat, Lon): (34.07893707050331, -116.9555248589022)

Projected Coordinates (X, Y) - EPSG:6340
North-East (X, Y): (504593.61, 3771428.162)
South-West (X, Y): (504103.38, 3770909.312)
5     University_ck_2018_1cm_ortho_NAD83_2011_utm11n_CP.tif     89.31 MB     0.01 meter     49404 x 39656     Orthophotograph             File Metadata    
SpatialReference 
PROJCS["NAD83(2011) / UTM zone 11N",     GEOGCS["NAD83(2011)",         DATUM["NAD83_National_Spatial_Reference_System_2011",             SPHEROID["GRS 1980",6378137,298.257222101,                 AUTHORITY["EPSG","7019"]],             TOWGS84[0,0,0,0,0,0,0],             AUTHORITY["EPSG","1116"]],         PRIMEM["Greenwich",0,             AUTHORITY["EPSG","8901"]],         UNIT["degree",0.0174532925199433,             AUTHORITY["EPSG","9122"]],         AUTHORITY["EPSG","6318"]],     PROJECTION["Transverse_Mercator"],     PARAMETER["latitude_of_origin",0],     PARAMETER["central_meridian",-117],     PARAMETER["scale_factor",0.9996],     PARAMETER["false_easting",500000],     PARAMETER["false_northing",0],     UNIT["metre",1,         AUTHORITY["EPSG","9001"]],     AXIS["Easting",EAST],     AXIS["Northing",NORTH],     AUTHORITY["EPSG","6340"]]

Geographic Coordinates (Lat, Lon) - EPSG:4326
North-East (Lat, Lon): (34.08014227492566, -116.96112032971217)
South-West (Lat, Lon): (34.076567355716634, -116.9664765455311)

Projected Coordinates (X, Y) - EPSG:6340
North-East (X, Y): (503587.078, 3771042.734)
South-West (X, Y): (503093.038, 3770646.174)
6     Wilson2018_1cm_ortho_NAD83_2011_UTM11n_CP.tif     12.09 MB     0.01 meter     11225 x 12027     Orthophotograph             File Metadata    
SpatialReference 
PROJCS["NAD83(2011) / UTM zone 11N",     GEOGCS["NAD83(2011)",         DATUM["NAD83_National_Spatial_Reference_System_2011",             SPHEROID["GRS 1980",6378137,298.257222101,                 AUTHORITY["EPSG","7019"]],             TOWGS84[0,0,0,0,0,0,0],             AUTHORITY["EPSG","1116"]],         PRIMEM["Greenwich",0,             AUTHORITY["EPSG","8901"]],         UNIT["degree",0.0174532925199433,             AUTHORITY["EPSG","9122"]],         AUTHORITY["EPSG","6318"]],     PROJECTION["Transverse_Mercator"],     PARAMETER["latitude_of_origin",0],     PARAMETER["central_meridian",-117],     PARAMETER["scale_factor",0.9996],     PARAMETER["false_easting",500000],     PARAMETER["false_northing",0],     UNIT["metre",1,         AUTHORITY["EPSG","9001"]],     AXIS["Easting",EAST],     AXIS["Northing",NORTH],     AUTHORITY["EPSG","6340"]]

Geographic Coordinates (Lat, Lon) - EPSG:4326
North-East (Lat, Lon): (34.083751107302845, -116.98254525730394)
South-West (Lat, Lon): (34.08266658331581, -116.98376217278202)

Projected Coordinates (X, Y) - EPSG:6340
North-East (X, Y): (501610.324, 3771442.335)
South-West (X, Y): (501498.074, 3771322.065)
  Summary 437.48 MB            
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