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High Resolution Canopy Heights Model

Meta and the World Resources Institute created Canopy Height Maps using AI models (DINOv2) on high-resolution Maxar satellite imagery.

About Model

Accurate forest mapping can lead to more accountable forest-based carbon offsets and facilitate the development of carbon projects. 

View Canopy Height Maps on Google Earth Engine: https://wri-datalab.earthengine.app/view/submeter-canopyheight?fbclid=IwZXh0bgNhZW0CMTEAYnJpZBExUnpYeEVsTjl3TkxtaTdWZwEel3vVYb-8s-XuJjr0BkoftT6yVMyLbIPyp0BTn_-Mp485Fx6XBFdwZB_gWMk_aem_duqVG1BZ59zX1bMUXe84vw

Guidance for Accessing Canopy Height Maps from Google Earth Engine here: https://scontent-iad3-1.xx.fbcdn.net/v/t39.8562-6/462656223_907346777434372_4881695903982245836_n.pdf?_nc_cat=104&ccb=1-7&_nc_sid=b8d81d&_nc_ohc=H-V1JGCvcDgQ7kNvwGB6tYt&_nc_oc=Admp331FLrHi-4pPYZpcdfS2S7XKwGRpI7jnTOX_jKTG5i5_7w7WyVSRMFEu6lv2zMD8wufW726kwrCDVZZL7sfc&_nc_zt=14&_nc_ht=scontent-iad3-1.xx&_nc_gid=-UXcpacTZxhtN7lqs5oqcg&oh=00_AfeOoqhUwmFWk5M3vp6FmB1ScyaJTUVIh-ReTphQVGwxvw&oe=68FF1258  

Frequently Asked Questions can be found here: https://scontent-iad3-1.xx.fbcdn.net/v/t39.8562-6/452629914_3312452455726618_6858369787738932868_n.pdf?_nc_cat=110&ccb=1-7&_nc_sid=b8d81d&_nc_ohc=P-BaJdOEnRIQ7kNvwHloc3g&_nc_oc=AdlwPzlea0SBBS59i3nGPEPhDlLWpxhz0nOFFwjMPhG26P2_mxurCjbz9BuO-GXHaUoYDIj3hwLA-b5Tzp455RG6&_nc_zt=14&_nc_ht=scontent-iad3-1.xx&_nc_gid=-UXcpacTZxhtN7lqs5oqcg&oh=00_AffZSx3lcTwnBRGZI9tRKE0Vd6mWr4UAneKe9NzmhKKaiQ&oe=68FEFC15 

Learn more about DINOv2 here: https://ai.meta.com/blog/dino-v2-computer-vision-self-supervised-learning/?fbclid=IwZXh0bgNhZW0CMTEAYnJpZBExUnpYeEVsTjl3TkxtaTdWZwEeQMIMcXlC0lQeUBptOyJfBU_Iw_C8Lrz3NHmdRs-7_gibj0sA7gT278fSG5c_aem_-n3ky-hx_M4rQwp_T4PE8A 

facebookresearch/dino is licensed under the
Apache License 2.0
A permissive license whose main conditions require preservation of copyright and license notices. Contributors provide an express grant of patent rights. Licensed works, modifications, and larger works may be distributed under different terms and without source code.

High Resolution Canopy Heights Model

Metadata Metadata

Apache 2.0

FACEBOOK INDIA ONLINE SERVICES PRIVATE LIMITED

vision foundation model, feature backbone

PyTorch

Open

Environmental Conservation and Sustainability

04/11/25 04:21:09

Sudhamay Maity

0

Activity Overview Activity Overview

  • Downloads0
  • Redirect 15
  • Views 193
  • File Size 0

Tags Tags

  • Agriculture
  • Satellite Imagery
  • Meta
  • Climate

License Control License Control

Apache 2.0

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