Name: Sub-Meter Canopy Tree Height of California in 2020 by CTrees.org
License: https://creativecommons.org/licenses/by/4.0/

aerial imagery cog conservation deep learning earth observation environmental geospatial image processing land cover

Description

Canopy Tree Height maps for California in 2020. Created using a deep learning model on very-high-resolution airborne imagery from the National Agriculture Imagery Program (NAIP) by United States Department of Agriculture (USDA).

Update Frequency

TBD

See all datasets managed by CTrees.

Contact

info@ctrees.org

How to Cite

Sub-Meter Canopy Tree Height of California in 2020 by CTrees.org was accessed on DATE from https://registry.opendata.aws/ctrees-california-vhr-tree-height. Fabien H. Wagner, Sophia Roberts, Alison L. Ritz, Griffin Carter, Ricardo Dalagnol, Samuel Favrichon, Mayumi C.M. Hirye, Martin Brandt, Philippe Ciais, Sassan Saatchi, Sub-meter tree height mapping of California using aerial images and LiDAR-informed U-Net model, Remote Sensing of Environment, 2024, https://doi.org/10.1016/j.rse.2024.114099.

Usage Examples

Publications

Canopy Height Unlocked: California Forest Resources Detailed in New Tree-level Map by Daniel Melling
Sub-Meter Tree Height Mapping of California using Aerial Images and LiDAR-Informed U-Net Model by Fabien H Wagner, Sophia Roberts, Alison L Ritz, Griffin Carter, Ricardo Dalagnol, Samuel Favrichon, Mayumi CM Hirye, Martin Brandt, Philippe Ciais and Sassan Saatchi

Resources on AWS

Description

Cloud-optimized GeoTIFF files with names corresponding to image of California for the year 2020 from the National Agriculture Imagery Program (NAIP) - United States Department of Agriculture (USDA) NAIP.

Resource type

S3 Bucket

Amazon Resource Name (ARN)

arn:aws:s3:::ctrees-tree-height-ca-2020/

AWS Region

us-west-2

AWS CLI Access (No AWS account required)

aws s3 ls --no-sign-request s3://ctrees-tree-height-ca-2020/

Explore

Browse CTrees Bucket

Sub-Meter Canopy Tree Height of California in 2020 by CTrees.org