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Vegetation, trees in particular, sequester carbon by absorbing carbon dioxide from the atmosphere. However, the lack of efficient quantification methods of carbon stored in trees renders it difficult to track the process. We present an approach to estimate the carbon storage in trees based on fusing multi-spectral aerial imagery and LiDAR data to identify tree coverage, geometric shape, and tree species – key attributes to carbon storage quantification. We demonstrate that tree speciesarXiv:2106.00182v2 fatcat:w77px4tnh5dd7owqmvfnicdfzi