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We just released data on crown maps for 100 million trees in the National Ecological Observatory Network (NEON) with information on location, species identify, size, and alive/dead status.

We created this dataset by combining deep learning, remote sensing, and extensive field data to build models that can detect and classify individual trees. Models are almost 80% accurate and can be improved with additional field data collection.

https://jabberwocky.weecology.org/2023/11/13/data-on-100-million-individual-trees-in-the-national-ecological-observatory-network/

#ecology #RemoteSensing #DataScience

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