An integrated UAV-AI pipeline using SegFormer and ConvNeXt achieves 97.6% dominant-species agreement and <8% dominance error against field quadrat surveys for two salt marsh grass species.
secretariat, Global assessment report on biodiversity and ecosystem services, accessed: 2026-02-05 (2024)
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EcoVision: AI-Powered Drone Imaging for Salt Marsh Vegetation Monitoring and Dominance Mapping
An integrated UAV-AI pipeline using SegFormer and ConvNeXt achieves 97.6% dominant-species agreement and <8% dominance error against field quadrat surveys for two salt marsh grass species.