This version is not peer-reviewed. Submitted: 24 December 2025 You are already at the latest version National-scale monitoring of mangrove forests, including their spatial structure (e.g., canopy height and above-ground biomass), is necessary for the implementation of global agreements related to climate change and biodiversity conservation. Field measurements of mangrove structural parameters, however, are costly to collect.