Mangrove_CH_AGB_estimation

The dataset covers two long-term mangrove restoration areas in Bali Province, Indonesia, identified as Budeng-Perancak (BP) and Tahura Ngurah Rai (TA). Field observation data of canopy height (CH) and aboveground biomass (AGB) were gathered in 2024 through plot-level data collection and UAV-LiDAR flight campaigns.

Data 1. Plot-level field observations of canopy height and aboveground biomass vector dataset

Data 2. Dataset of plot-level UAV-LiDAR point clouds in Budeng-Perancak mangrove restoration area

Data 3. 15-m spatial resolution reference raster dataset of canopy height and aboveground biomass

The R code provides the regression machine learning model development for estimating canopy height and aboveground biomass using multisource remote sensing approach.