Published November 20, 2024 | Version v1
Dataset Open

NEON Neuro-Symbolic Dataset

Creators

  • 1. ROR icon University of Florida

Description

This is the dataset used in the experiments from the manuscript

Harmon, I., Weinstein, B., Bohlman, S., White, E., & Wang, D. Z. (2024). A Neuro-Symbolic Framework for Tree Crown Delineation and Tree Species Classification. Remote Sensing, 16(23), 4365. https://doi.org/10.3390/rs16234365

  This dataset is the RGB images combined with canopy height models (CHM) for the NEON sites NIWO and TEAK.  The TEAK data is from the following publication:

Geoffrey A Fricker, Jonathan Daniel Ventura, Jeffrey Wolf, Malcolm P. North, Frank W. Davis, & Janet Franklin. (2019). A Convolutional Neural Network classifier identifies tree species in mixed-conifer forest from hyperspectral imagery [Data set]. In Remote Sensing. Zenodo. https://doi.org/10.5281/zenodo.3463589.

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neuro_symbolic_framework_datasets.zip

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