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OpenForest: A data catalogue for machine learning in forest monitoring. (arXiv:2311.00277v2 [cs.CV] UPDATED)
cs.CV updates on arXiv.org arxiv.org
Forests play a crucial role in Earth's system processes and provide a suite
of social and economic ecosystem services, but are significantly impacted by
human activities, leading to a pronounced disruption of the equilibrium within
ecosystems. Advancing forest monitoring worldwide offers advantages in
mitigating human impacts and enhancing our comprehension of forest composition,
alongside the effects of climate change. While statistical modeling has
traditionally found applications in forest biology, recent strides in machine
learning and computer vision have reached important …
advantages arxiv data disruption earth economic ecosystem ecosystems equilibrium human impacts machine machine learning monitoring processes role services social