2021 Biskra Palms, Structure from Motion data along the sSAF

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Dataset Information

This high-resolution topography dataset of the southernmost San Andreas Fault (sSAF) includes a point cloud, digital surface model (DSM) and orthomosaic that cover an area of approximately 101,000 squared meters along the Mission Creek strand of the sSAF at Biskra Palms in Indio Hills. The purpose of this dataset was to provide high-resolution imagery to examine tectonically offset geomorphic features to gather estimates for slip distribution for a study conducted along ~80 km of the sSAF.

opentopoID: OTDS.062022.4326.1
DOI: https://doi.org/10.5069/G9VX0DRT
Platform: Structure from Motion / Photogrammetry
Data Format: Point Cloud, Raster
Dataset Acknowledgement: N/A - Acknowledgement Guidance
Dataset Citation: Buckley, W.C. and Rockwell, T.K. (2022). 2021 Biskra Palms, Structure from Motion data along the sSAF. Distributed by OpenTopography. https://doi.org/10.5069/G9VX0DRT Accessed: 2025-04-26
Survey Date: 12/29/2021
Survey Area: 0.1 km2
Publication Date: 06/22/2022
Total Number of Points: 613,263,326 pts
Point Density: 6,071.39 pts/m2
Coordinates System:
Horizontal: WGS 84 [EPSG: 4326]

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Spatial Extent
Point Cloud Extent Raster Extent

Show Data Files

    Point Cloud
  File Name Size Points Area (m2) Density  
1     Biskra Palms point cloud tiled-0-1.laz     85.03 MB     7,546,577     1,793     4,208.04         File Metadata    
SpatialReference: 
COMPD_CS["unknown",GEOGCS["WGS 84",DATUM["WGS_1984",SPHEROID["WGS 84",6378137,298.257223563,AUTHORITY["EPSG","7030"]],TOWGS84[0,0,0,0,0,0,0],AUTHORITY["EPSG","6326"]],PRIMEM["Greenwich",0],UNIT["degree",0.0174532925199433],AUTHORITY["EPSG","4326"]],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): (33.77212967, -116.226775, 31.6771)
South-West (Lat, Lon, Elevation): (33.77170116, -116.227385, 27.076)

Classifications:
Class 0 (Created, never classified)7,546,577
2     Biskra Palms point cloud tiled-0-2.laz     1.65 GB     141,792,152     23,961     5,917.67         File Metadata    
SpatialReference: 
COMPD_CS["unknown",GEOGCS["WGS 84",DATUM["WGS_1984",SPHEROID["WGS 84",6378137,298.257223563,AUTHORITY["EPSG","7030"]],TOWGS84[0,0,0,0,0,0,0],AUTHORITY["EPSG","6326"]],PRIMEM["Greenwich",0],UNIT["degree",0.0174532925199433],AUTHORITY["EPSG","4326"]],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): (33.77382587, -116.226775, 47.3879)
South-West (Lat, Lon, Elevation): (33.77212967, -116.2288958, 26.9458)

Classifications:
Class 0 (Created, never classified)141,792,152
3     Biskra Palms point cloud tiled-1-0.laz     46.22 MB     4,114,564     1,231     3,341.16         File Metadata    
SpatialReference: 
COMPD_CS["unknown",GEOGCS["WGS 84",DATUM["WGS_1984",SPHEROID["WGS 84",6378137,298.257223563,AUTHORITY["EPSG","7030"]],TOWGS84[0,0,0,0,0,0,0],AUTHORITY["EPSG","6326"]],PRIMEM["Greenwich",0],UNIT["degree",0.0174532925199433],AUTHORITY["EPSG","4326"]],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): (33.77032655, -116.2246159, 29.3333)
South-West (Lat, Lon, Elevation): (33.76983324, -116.22489, 25.6389)

Classifications:
Class 0 (Created, never classified)4,114,564
4     Biskra Palms point cloud tiled-1-1.laz     1.60 GB     135,543,211     21,104     6,422.66         File Metadata    
SpatialReference: 
COMPD_CS["unknown",GEOGCS["WGS 84",DATUM["WGS_1984",SPHEROID["WGS 84",6378137,298.257223563,AUTHORITY["EPSG","7030"]],TOWGS84[0,0,0,0,0,0,0],AUTHORITY["EPSG","6326"]],PRIMEM["Greenwich",0],UNIT["degree",0.0174532925199433],AUTHORITY["EPSG","4326"]],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): (33.77212967, -116.2246159, 55.8642)
South-West (Lat, Lon, Elevation): (33.77032655, -116.226775, 25.2672)

Classifications:
Class 0 (Created, never classified)135,543,211
5     Biskra Palms point cloud tiled-1-2.laz     503.14 MB     40,588,061     6,477     6,266.12         File Metadata    
SpatialReference: 
COMPD_CS["unknown",GEOGCS["WGS 84",DATUM["WGS_1984",SPHEROID["WGS 84",6378137,298.257223563,AUTHORITY["EPSG","7030"]],TOWGS84[0,0,0,0,0,0,0],AUTHORITY["EPSG","6326"]],PRIMEM["Greenwich",0],UNIT["degree",0.0174532925199433],AUTHORITY["EPSG","4326"]],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): (33.77312045, -116.2259401, 55.5638)
South-West (Lat, Lon, Elevation): (33.77212967, -116.226775, 31.3777)

Classifications:
Class 0 (Created, never classified)40,588,061
6     Biskra Palms point cloud tiled-2-0.laz     1.95 GB     173,290,328     29,090     5,956.95         File Metadata    
SpatialReference: 
COMPD_CS["unknown",GEOGCS["WGS 84",DATUM["WGS_1984",SPHEROID["WGS 84",6378137,298.257223563,AUTHORITY["EPSG","7030"]],TOWGS84[0,0,0,0,0,0,0],AUTHORITY["EPSG","6326"]],PRIMEM["Greenwich",0],UNIT["degree",0.0174532925199433],AUTHORITY["EPSG","4326"]],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): (33.77032655, -116.2224569, 49.6343)
South-West (Lat, Lon, Elevation): (33.76852343, -116.2246159, 25.9927)

Classifications:
Class 0 (Created, never classified)173,290,328
7     Biskra Palms point cloud tiled-2-1.laz     930.50 MB     76,690,205     11,936     6,424.93         File Metadata    
SpatialReference: 
COMPD_CS["unknown",GEOGCS["WGS 84",DATUM["WGS_1984",SPHEROID["WGS 84",6378137,298.257223563,AUTHORITY["EPSG","7030"]],TOWGS84[0,0,0,0,0,0,0],AUTHORITY["EPSG","6326"]],PRIMEM["Greenwich",0],UNIT["degree",0.0174532925199433],AUTHORITY["EPSG","4326"]],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): (33.77132942, -116.2226896, 54.5228)
South-West (Lat, Lon, Elevation): (33.77032655, -116.2246159, 29.2783)

Classifications:
Class 0 (Created, never classified)76,690,205
8     Biskra Palms point cloud tiled-3-0.laz     422.65 MB     33,698,228     5,415     6,223.29         File Metadata    
SpatialReference: 
COMPD_CS["unknown",GEOGCS["WGS 84",DATUM["WGS_1984",SPHEROID["WGS 84",6378137,298.257223563,AUTHORITY["EPSG","7030"]],TOWGS84[0,0,0,0,0,0,0],AUTHORITY["EPSG","6326"]],PRIMEM["Greenwich",0],UNIT["degree",0.0174532925199433],AUTHORITY["EPSG","4326"]],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): (33.77003907, -116.2218416, 61.7492)
South-West (Lat, Lon, Elevation): (33.76861585, -116.2224569, 30.4859)

Classifications:
Class 0 (Created, never classified)33,698,228
  Summary 7.15 GB     613,263,326     101,009     6,071.39      
    Raster Data
  File Name Size Resolution Dimensions Layer Type  
1     Biskra Palms DEM tiled-1-1.tif     247.52 MB     0.01 meter     10000 x 10000     Digital Surface Model (DSM)             File Metadata    
SpatialReference 
GEOGCS["WGS 84",     DATUM["WGS_1984",         SPHEROID["WGS 84",6378137,298.257223563,             AUTHORITY["EPSG","7030"]],         TOWGS84[0,0,0,0,0,0,0],         AUTHORITY["EPSG","6326"]],     PRIMEM["Greenwich",0],     UNIT["degree",0.0174532925199433],     AUTHORITY["EPSG","4326"]]

Geographic Coordinates (Lat, Lon) - EPSG:4326
North-East (Lat, Lon): (33.7739772, -116.2275176)
South-West (Lat, Lon): (33.7727051, -116.2290409)
2     Biskra Palms DEM tiled-1-2.tif     42.09 MB     0.01 meter     10000 x 10000     Digital Surface Model (DSM)             File Metadata    
SpatialReference 
GEOGCS["WGS 84",     DATUM["WGS_1984",         SPHEROID["WGS 84",6378137,298.257223563,             AUTHORITY["EPSG","7030"]],         TOWGS84[0,0,0,0,0,0,0],         AUTHORITY["EPSG","6326"]],     PRIMEM["Greenwich",0],     UNIT["degree",0.0174532925199433],     AUTHORITY["EPSG","4326"]]

Geographic Coordinates (Lat, Lon) - EPSG:4326
North-East (Lat, Lon): (33.7727051, -116.2275176)
South-West (Lat, Lon): (33.7714329, -116.2290409)
3     Biskra Palms DEM tiled-2-1.tif     135.06 MB     0.01 meter     10000 x 10000     Digital Surface Model (DSM)             File Metadata    
SpatialReference 
GEOGCS["WGS 84",     DATUM["WGS_1984",         SPHEROID["WGS 84",6378137,298.257223563,             AUTHORITY["EPSG","7030"]],         TOWGS84[0,0,0,0,0,0,0],         AUTHORITY["EPSG","6326"]],     PRIMEM["Greenwich",0],     UNIT["degree",0.0174532925199433],     AUTHORITY["EPSG","4326"]]

Geographic Coordinates (Lat, Lon) - EPSG:4326
North-East (Lat, Lon): (33.7739772, -116.2259943)
South-West (Lat, Lon): (33.7727051, -116.2275176)
4     Biskra Palms DEM tiled-2-2.tif     314.00 MB     0.01 meter     10000 x 10000     Digital Surface Model (DSM)             File Metadata    
SpatialReference 
GEOGCS["WGS 84",     DATUM["WGS_1984",         SPHEROID["WGS 84",6378137,298.257223563,             AUTHORITY["EPSG","7030"]],         TOWGS84[0,0,0,0,0,0,0],         AUTHORITY["EPSG","6326"]],     PRIMEM["Greenwich",0],     UNIT["degree",0.0174532925199433],     AUTHORITY["EPSG","4326"]]

Geographic Coordinates (Lat, Lon) - EPSG:4326
North-East (Lat, Lon): (33.7727051, -116.2259943)
South-West (Lat, Lon): (33.7714329, -116.2275176)
5     Biskra Palms DEM tiled-2-3.tif     14.83 MB     0.01 meter     10000 x 10000     Digital Surface Model (DSM)             File Metadata    
SpatialReference 
GEOGCS["WGS 84",     DATUM["WGS_1984",         SPHEROID["WGS 84",6378137,298.257223563,             AUTHORITY["EPSG","7030"]],         TOWGS84[0,0,0,0,0,0,0],         AUTHORITY["EPSG","6326"]],     PRIMEM["Greenwich",0],     UNIT["degree",0.0174532925199433],     AUTHORITY["EPSG","4326"]]

Geographic Coordinates (Lat, Lon) - EPSG:4326
North-East (Lat, Lon): (33.7714329, -116.2259943)
South-West (Lat, Lon): (33.7701608, -116.2275176)
6     Biskra Palms DEM tiled-3-2.tif     86.57 MB     0.01 meter     10000 x 10000     Digital Surface Model (DSM)             File Metadata    
SpatialReference 
GEOGCS["WGS 84",     DATUM["WGS_1984",         SPHEROID["WGS 84",6378137,298.257223563,             AUTHORITY["EPSG","7030"]],         TOWGS84[0,0,0,0,0,0,0],         AUTHORITY["EPSG","6326"]],     PRIMEM["Greenwich",0],     UNIT["degree",0.0174532925199433],     AUTHORITY["EPSG","4326"]]

Geographic Coordinates (Lat, Lon) - EPSG:4326
North-East (Lat, Lon): (33.7727051, -116.224471)
South-West (Lat, Lon): (33.7714329, -116.2259943)
7     Biskra Palms DEM tiled-3-3.tif     279.40 MB     0.01 meter     10000 x 10000     Digital Surface Model (DSM)             File Metadata    
SpatialReference 
GEOGCS["WGS 84",     DATUM["WGS_1984",         SPHEROID["WGS 84",6378137,298.257223563,             AUTHORITY["EPSG","7030"]],         TOWGS84[0,0,0,0,0,0,0],         AUTHORITY["EPSG","6326"]],     PRIMEM["Greenwich",0],     UNIT["degree",0.0174532925199433],     AUTHORITY["EPSG","4326"]]

Geographic Coordinates (Lat, Lon) - EPSG:4326
North-East (Lat, Lon): (33.7714329, -116.224471)
South-West (Lat, Lon): (33.7701608, -116.2259943)
8     Biskra Palms DEM tiled-3-4.tif     26.35 MB     0.01 meter     10000 x 10000     Digital Surface Model (DSM)             File Metadata    
SpatialReference 
GEOGCS["WGS 84",     DATUM["WGS_1984",         SPHEROID["WGS 84",6378137,298.257223563,             AUTHORITY["EPSG","7030"]],         TOWGS84[0,0,0,0,0,0,0],         AUTHORITY["EPSG","6326"]],     PRIMEM["Greenwich",0],     UNIT["degree",0.0174532925199433],     AUTHORITY["EPSG","4326"]]

Geographic Coordinates (Lat, Lon) - EPSG:4326
North-East (Lat, Lon): (33.7701608, -116.224471)
South-West (Lat, Lon): (33.7688886, -116.2259943)
9     Biskra Palms DEM tiled-4-3.tif     258.03 MB     0.01 meter     10000 x 10000     Digital Surface Model (DSM)             File Metadata    
SpatialReference 
GEOGCS["WGS 84",     DATUM["WGS_1984",         SPHEROID["WGS 84",6378137,298.257223563,             AUTHORITY["EPSG","7030"]],         TOWGS84[0,0,0,0,0,0,0],         AUTHORITY["EPSG","6326"]],     PRIMEM["Greenwich",0],     UNIT["degree",0.0174532925199433],     AUTHORITY["EPSG","4326"]]

Geographic Coordinates (Lat, Lon) - EPSG:4326
North-East (Lat, Lon): (33.7714329, -116.2229477)
South-West (Lat, Lon): (33.7701608, -116.224471)
10     Biskra Palms DEM tiled-4-4.tif     308.55 MB     0.01 meter     10000 x 10000     Digital Surface Model (DSM)             File Metadata    
SpatialReference 
GEOGCS["WGS 84",     DATUM["WGS_1984",         SPHEROID["WGS 84",6378137,298.257223563,             AUTHORITY["EPSG","7030"]],         TOWGS84[0,0,0,0,0,0,0],         AUTHORITY["EPSG","6326"]],     PRIMEM["Greenwich",0],     UNIT["degree",0.0174532925199433],     AUTHORITY["EPSG","4326"]]

Geographic Coordinates (Lat, Lon) - EPSG:4326
North-East (Lat, Lon): (33.7701608, -116.2229477)
South-West (Lat, Lon): (33.7688886, -116.224471)
11     Biskra Palms DEM tiled-4-5.tif     12.17 MB     0.01 meter     10000 x 10000     Digital Surface Model (DSM)             File Metadata    
SpatialReference 
GEOGCS["WGS 84",     DATUM["WGS_1984",         SPHEROID["WGS 84",6378137,298.257223563,             AUTHORITY["EPSG","7030"]],         TOWGS84[0,0,0,0,0,0,0],         AUTHORITY["EPSG","6326"]],     PRIMEM["Greenwich",0],     UNIT["degree",0.0174532925199433],     AUTHORITY["EPSG","4326"]]

Geographic Coordinates (Lat, Lon) - EPSG:4326
North-East (Lat, Lon): (33.7688886, -116.2229477)
South-West (Lat, Lon): (33.7676164, -116.224471)
12     Biskra Palms DEM tiled-5-3.tif     20.98 MB     0.01 meter     10000 x 10000     Digital Surface Model (DSM)             File Metadata    
SpatialReference 
GEOGCS["WGS 84",     DATUM["WGS_1984",         SPHEROID["WGS 84",6378137,298.257223563,             AUTHORITY["EPSG","7030"]],         TOWGS84[0,0,0,0,0,0,0],         AUTHORITY["EPSG","6326"]],     PRIMEM["Greenwich",0],     UNIT["degree",0.0174532925199433],     AUTHORITY["EPSG","4326"]]

Geographic Coordinates (Lat, Lon) - EPSG:4326
North-East (Lat, Lon): (33.7714329, -116.2214244)
South-West (Lat, Lon): (33.7701608, -116.2229477)
13     Biskra Palms DEM tiled-5-4.tif     231.86 MB     0.01 meter     10000 x 10000     Digital Surface Model (DSM)             File Metadata    
SpatialReference 
GEOGCS["WGS 84",     DATUM["WGS_1984",         SPHEROID["WGS 84",6378137,298.257223563,             AUTHORITY["EPSG","7030"]],         TOWGS84[0,0,0,0,0,0,0],         AUTHORITY["EPSG","6326"]],     PRIMEM["Greenwich",0],     UNIT["degree",0.0174532925199433],     AUTHORITY["EPSG","4326"]]

Geographic Coordinates (Lat, Lon) - EPSG:4326
North-East (Lat, Lon): (33.7701608, -116.2214244)
South-West (Lat, Lon): (33.7688886, -116.2229477)
14     Biskra Palms DEM tiled-5-5.tif     49.14 MB     0.01 meter     10000 x 10000     Digital Surface Model (DSM)             File Metadata    
SpatialReference 
GEOGCS["WGS 84",     DATUM["WGS_1984",         SPHEROID["WGS 84",6378137,298.257223563,             AUTHORITY["EPSG","7030"]],         TOWGS84[0,0,0,0,0,0,0],         AUTHORITY["EPSG","6326"]],     PRIMEM["Greenwich",0],     UNIT["degree",0.0174532925199433],     AUTHORITY["EPSG","4326"]]

Geographic Coordinates (Lat, Lon) - EPSG:4326
North-East (Lat, Lon): (33.7688886, -116.2214244)
South-West (Lat, Lon): (33.7676164, -116.2229477)
15     Biskra Palms_ortho compressed.tif     704.48 MB     0.02 meter     39027 x 35622     Orthophotograph             File Metadata    
SpatialReference 
GEOGCS["WGS 84",     DATUM["WGS_1984",         SPHEROID["WGS 84",6378137,298.257223563,             AUTHORITY["EPSG","7030"]],         TOWGS84[0,0,0,0,0,0,0],         AUTHORITY["EPSG","6326"]],     PRIMEM["Greenwich",0],     UNIT["degree",0.0174532925199433],     AUTHORITY["EPSG","4326"]]

Geographic Coordinates (Lat, Lon) - EPSG:4326
North-East (Lat, Lon): (33.7738397, -116.2218146)
South-West (Lat, Lon): (33.7684334, -116.228907)
  Summary 2.67 GB            
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Bulk Download     opentopoID: OTDS.062022.4326.1

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