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    USGS 3DEP LiDAR Point Clouds

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    Sold by: Hobu, Inc. 
    Open data
    |
    Deployed on AWS
    The goal of the [USGS 3D Elevation Program ](https://www.usgs.gov/core-science-systems/ngp/3dep) (3DEP) is to collect elevation data in the form of light detection and ranging (LiDAR) data over the conterminous United States, Hawaii, and the U.S. territories, with data acquired over an 8-year period. This dataset provides two realizations of the 3DEP point cloud data. The first resource is a public access organization provided in [Entwine Point Tiles](https://entwine.io/entwine-point-tile.html) format, which a lossless, full-density, streamable octree based on [LASzip](https://laszip.org) (LAZ) encoding. The second resource is a [Requester Pays](https://docs.aws.amazon.com/AmazonS3/latest/dev/RequesterPaysBuckets.html) of the original, Raw LAZ (Compressed LAS) 1.4 3DEP format, and more complete in coverage, as sources with incomplete or missing CRS, will not have an ETP tile generated. Resource names in both buckets correspond to the USGS project names.

    Overview

    The goal of the USGS 3D Elevation Program   (3DEP) is to collect elevation data in the form of light detection and ranging (LiDAR) data over the conterminous United States, Hawaii, and the U.S. territories, with data acquired over an 8-year period. This dataset provides two realizations of the 3DEP point cloud data. The first resource is a public access organization provided in Entwine Point Tiles  format, which a lossless, full-density, streamable octree based on LASzip  (LAZ) encoding. The second resource is a Requester Pays  of the original, Raw LAZ (Compressed LAS) 1.4 3DEP format, and more complete in coverage, as sources with incomplete or missing CRS, will not have an ETP tile generated. Resource names in both buckets correspond to the USGS project names.

    Features and programs

    Open Data Sponsorship Program

    This dataset is part of the Open Data Sponsorship Program, an AWS program that covers the cost of storage for publicly available high-value cloud-optimized datasets.

    Pricing

    This is a publicly available data set. No subscription is required.

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    Delivery details

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    Available with or without an AWS account.

    How to use
    To access these resources, reference the Amazon Resource Name (ARN) using the AWS Command Line Interface (CLI). Learn more 
    Description
    Public access Entwine Point Tiles of most resources from the ``arn:aws:s3:::usgs-lidar`` bucket.
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::usgs-lidar-public
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://usgs-lidar-public/
    Description
    A [Requester Pays](https://docs.aws.amazon.com/AmazonS3/latest/dev/RequesterPaysBuckets.html) Bucket of Raw LAZ 1.4 3DEP data. Data in this bucket is more complete in coverage than the EPT bucket, but it is not a complete 3DEP mirror. Some resources in this bucket also have incomplete and missing coordinate system information, which is why they might not be mirrored into the EPT bucket.
    Resource type
    S3 bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::usgs-lidar
    AWS region
    us-west-2
    AWS CLI access (No AWS account required)
    aws s3 ls --no-sign-request s3://usgs-lidar/

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