Notes and Limitations: The lidar point cloud data is provided 'As Is', with varying processing and accuracy. The USGS is not responsible for bare earth processing, populating fields other than xyz, or validating reported vertical and horizontal accuracies. This data is provided for non-mapping applications. Query fields for possible added information. Use point cloud data at your own risk.