2006 USACE-USDA Lidar: Pine County Point Cloud files with Orthometric Vertical Datum North American Vertical Datum of 1988 (NAVD88) using GEOID18

Below are links to the files that make up the 2006 USACE-USDA Lidar: Pine County dataset in an orthometric vertical datum North American Vertical Datum of 1988 (NAVD88) using GEOID18. This HTML file is here to emulate the access typical of an ftp site. The files containing geospatial indices, metadata, etc., are listed first, followed by the files. To download in bulk, it is suggested you use a program such as wget (example below). The geospatial index file in shapefile format also has a URL attribute that some GIS programs can use to download files. You can also subset the data, make derived products, and change projection, datum, etc., using the Digital Coast Data Access Viewer (add to cart, the link to bulk download or LAZ fmt will take you here).

The files are in LAZ format, a lossless compressed version of the ASPRS LAS format. The compression and decompression can be done with the free and open source 'laszip' program available at https://rapidlasso.de/laszip/ (source at https://github.com/LASzip/LASzip). This is not the same as the more general zip format. You may also want to try the uGet program using the list of URLs in file urllist533.txt. Several posts on the GeoZone blog provide help with downloading, including:

The total size to download all the files is 25G. There are 491 LAZ files and the summary class table is:

Class NumberClass NamePoints
0Never Classified6843824
1Unclassified1991422039
2Ground2397962410
7Low Point (noise)3412923
10Class 10 - see metadata650696136
12Overlap806753969

Georeferencing Note

You may find the georeferencing on the files refers to generic NAD83 (EPSG code 4269). All files are in a more recent realization of NAD83 such as NAD83(CORS96), NAD83(HARN), NAD83(NSRS2007), or NAD83(2011).

Cloud Access

This data is now in an AWS S3 bucket at s3://noaa-nos-coastal-lidar-pds/laz/geoid18/533.

Meta Info

Tile Index: tileindex.zip (Shapefile)
                2006_MN_Pine_index.gpkg (GeoPackage)
Metadata: 2006_MN_Pine_metadata.xml
Metadata: 2006_MN_Pine_metadata.html
XYZ range table: 2006_MN_Pine_minmax.csv
URL List: urllist533.txt is a list of all the URLs for batch downloading.

STAC catalogs/collections

stac/noaa_copc_item_collection_m533.json

Supplemental Info

supplemental/2006_Pine_County_Minnesota_Lidar.kmz
supplemental/Pine_accuracy_report_012110.pdf
supplemental/index.html

Point Clouds

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20061025_46092c3nwc_ld_p33.copc.laz
20061025_46092c3nwd_ld_p33.copc.laz
20061025_46092c3seb_ld_p33.copc.laz
20061025_46092c3sec_ld_p33.copc.laz
20061025_46092c3swa_ld_p33.copc.laz
20061025_46092c3swb_ld_p33.copc.laz
20061025_46092c3swc_ld_p33.copc.laz
20061025_46092c3swd_ld_p33.copc.laz
20061025_46092c4nea_ld_p33.copc.laz
20061025_46092c4neb_ld_p33.copc.laz
20061025_46092c4nec_ld_p33.copc.laz
20061025_46092c4ned_ld_p33.copc.laz
20061025_46092c4nwa_ld_p33.copc.laz
20061025_46092c4nwb_ld_p33.copc.laz
20061025_46092c4nwc_ld_p33.copc.laz
20061025_46092c4nwd_ld_p33.copc.laz
20061025_46092c4sea_ld_p33.copc.laz
20061025_46092c4seb_ld_p33.copc.laz
20061025_46092c4sec_ld_p33.copc.laz
20061025_46092c4sed_ld_p33.copc.laz
20061025_46092c4swa_ld_p33.copc.laz
20061025_46092c4swb_ld_p33.copc.laz
20061025_46092c4swc_ld_p33.copc.laz
20061025_46092c4swd_ld_p33.copc.laz
20061025_46092c5nea_ld_p33.copc.laz
20061025_46092c5neb_ld_p33.copc.laz
20061025_46092c5nec_ld_p33.copc.laz
20061025_46092c5ned_ld_p33.copc.laz
20061025_46092c5nwa_ld_p33.copc.laz
20061025_46092c5nwb_ld_p33.copc.laz
20061025_46092c5nwc_ld_p33.copc.laz
20061025_46092c5nwd_ld_p33.copc.laz
20061025_46092c5sea_ld_p33.copc.laz
20061025_46092c5seb_ld_p33.copc.laz
20061025_46092c5sec_ld_p33.copc.laz
20061025_46092c5sed_ld_p33.copc.laz
20061025_46092c5swa_ld_p33.copc.laz
20061025_46092c5swb_ld_p33.copc.laz
20061025_46092c5swc_ld_p33.copc.laz
20061025_46092c5swd_ld_p33.copc.laz
20061025_46092c6nea_ld_p33.copc.laz
20061025_46092c6neb_ld_p33.copc.laz
20061025_46092c6nec_ld_p33.copc.laz
20061025_46092c6ned_ld_p33.copc.laz
20061025_46092c6nwa_ld_p33.copc.laz
20061025_46092c6nwb_ld_p33.copc.laz
20061025_46092c6nwc_ld_p33.copc.laz
20061025_46092c6nwd_ld_p33.copc.laz
20061025_46092c6sea_ld_p33.copc.laz
20061025_46092c6seb_ld_p33.copc.laz
20061025_46092c6sec_ld_p33.copc.laz
20061025_46092c6sed_ld_p33.copc.laz
20061025_46092c6swa_ld_p33.copc.laz
20061025_46092c6swb_ld_p33.copc.laz
20061025_46092c6swc_ld_p33.copc.laz
20061025_46092c6swd_ld_p33.copc.laz
20061025_46092c7nea_ld_p33.copc.laz
20061025_46092c7neb_ld_p33.copc.laz
20061025_46092c7nec_ld_p33.copc.laz
20061025_46092c7ned_ld_p33.copc.laz
20061025_46092c7nwa_ld_p33.copc.laz
20061025_46092c7nwb_ld_p33.copc.laz
20061025_46092c7nwc_ld_p33.copc.laz
20061025_46092c7nwd_ld_p33.copc.laz
20061025_46092c7sea_ld_p33.copc.laz
20061025_46092c7seb_ld_p33.copc.laz
20061025_46092c7sec_ld_p33.copc.laz
20061025_46092c7sed_ld_p33.copc.laz
20061025_46092c7swa_ld_p33.copc.laz
20061025_46092c7swb_ld_p33.copc.laz
20061025_46092c7swc_ld_p33.copc.laz
20061025_46092c7swd_ld_p33.copc.laz
20061025_46092c8nea_ld_p33.copc.laz
20061025_46092c8neb_ld_p33.copc.laz
20061025_46092c8nec_ld_p33.copc.laz
20061025_46092c8ned_ld_p33.copc.laz
20061025_46092c8nwa_ld_p33.copc.laz
20061025_46092c8nwb_ld_p33.copc.laz
20061025_46092c8nwc_ld_p33.copc.laz
20061025_46092c8nwd_ld_p33.copc.laz
20061025_46092c8sea_ld_p33.copc.laz
20061025_46092c8seb_ld_p33.copc.laz
20061025_46092c8sec_ld_p33.copc.laz
20061025_46092c8sed_ld_p33.copc.laz
20061025_46092c8swa_ld_p33.copc.laz
20061025_46092c8swb_ld_p33.copc.laz
20061025_46092c8swc_ld_p33.copc.laz
20061025_46092c8swd_ld_p33.copc.laz
20061025_46092d3seb_ld_p33.copc.laz
20061025_46092d3sec_ld_p33.copc.laz
20061025_46092d3swa_ld_p33.copc.laz
20061025_46092d3swb_ld_p33.copc.laz
20061025_46092d3swc_ld_p33.copc.laz
20061025_46092d3swd_ld_p33.copc.laz
20061025_46092d4sea_ld_p33.copc.laz
20061025_46092d4seb_ld_p33.copc.laz
20061025_46092d4sec_ld_p33.copc.laz
20061025_46092d4sed_ld_p33.copc.laz
20061025_46092d4swa_ld_p33.copc.laz
20061025_46092d4swb_ld_p33.copc.laz
20061025_46092d4swc_ld_p33.copc.laz
20061025_46092d4swd_ld_p33.copc.laz
20061025_46092d5sea_ld_p33.copc.laz
20061025_46092d5seb_ld_p33.copc.laz
20061025_46092d5sec_ld_p33.copc.laz
20061025_46092d5sed_ld_p33.copc.laz
20061025_46092d5swa_ld_p33.copc.laz
20061025_46092d5swb_ld_p33.copc.laz
20061025_46092d5swc_ld_p33.copc.laz
20061025_46092d5swd_ld_p33.copc.laz
20061025_46092d6sea_ld_p33.copc.laz
20061025_46092d6seb_ld_p33.copc.laz
20061025_46092d6sec_ld_p33.copc.laz
20061025_46092d6sed_ld_p33.copc.laz
20061025_46092d6swa_ld_p33.copc.laz
20061025_46092d6swb_ld_p33.copc.laz
20061025_46092d6swc_ld_p33.copc.laz
20061025_46092d6swd_ld_p33.copc.laz
20061025_46092d7sea_ld_p33.copc.laz
20061025_46092d7seb_ld_p33.copc.laz
20061025_46092d7sec_ld_p33.copc.laz
20061025_46092d7sed_ld_p33.copc.laz
20061025_46092d7swa_ld_p33.copc.laz
20061025_46092d7swb_ld_p33.copc.laz
20061025_46092d7swc_ld_p33.copc.laz
20061025_46092d7swd_ld_p33.copc.laz
20061025_46092d8sea_ld_p33.copc.laz
20061025_46092d8seb_ld_p33.copc.laz
20061025_46092d8sec_ld_p33.copc.laz
20061025_46092d8sed_ld_p33.copc.laz
20061025_46092d8swa_ld_p33.copc.laz
20061025_46092d8swb_ld_p33.copc.laz
20061025_46092d8swc_ld_p33.copc.laz
20061025_46092d8swd_ld_p33.copc.laz
20061025_46093a1nea_ld_p33.copc.laz
20061025_46093a1neb_ld_p33.copc.laz
20061025_46093a1nec_ld_p33.copc.laz
20061025_46093a1ned_ld_p33.copc.laz
20061025_46093a1sea_ld_p33.copc.laz
20061025_46093a1seb_ld_p33.copc.laz
20061025_46093a1sec_ld_p33.copc.laz
20061025_46093a1sed_ld_p33.copc.laz
20061025_46093b1nea_ld_p33.copc.laz
20061025_46093b1neb_ld_p33.copc.laz
20061025_46093b1nec_ld_p33.copc.laz
20061025_46093b1ned_ld_p33.copc.laz
20061025_46093b1sea_ld_p33.copc.laz
20061025_46093b1seb_ld_p33.copc.laz
20061025_46093b1sec_ld_p33.copc.laz
20061025_46093b1sed_ld_p33.copc.laz
20061025_46093c1nea_ld_p33.copc.laz
20061025_46093c1neb_ld_p33.copc.laz
20061025_46093c1nec_ld_p33.copc.laz
20061025_46093c1ned_ld_p33.copc.laz
20061025_46093c1sea_ld_p33.copc.laz
20061025_46093c1seb_ld_p33.copc.laz
20061025_46093c1sec_ld_p33.copc.laz
20061025_46093c1sed_ld_p33.copc.laz
20061025_46093d1sea_ld_p33.copc.laz
20061025_46093d1seb_ld_p33.copc.laz
20061025_46093d1sec_ld_p33.copc.laz
20061025_46093d1sed_ld_p33.copc.laz

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