Forest inventory with high-density UAV-Lidar: Machine learning approaches for predicting individual tree attributes
Ana Paula Dalla Côrte, Deivison Venicio Souza, Franciel Eduardo Rex, Carlos Roberto Sanquetta, Midhun Mohan, Carlos Alberto Silva, Angélica M. Almeyda Zambrano, Gabriel Atticciati Prata, Danilo Roberti Alves de Almeida, Jonathan William Trautenmüller, Carine Klauberg, Aníbal de Moraes, Mateus Niroh Inoue Sanquetta, Benjamin Wilkinson, Eben N. Broadbent
Topics & Concepts
LidarArtificial intelligenceRandom forestDiameter at breast heightMachine learningPoint cloudComputer scienceSupport vector machineTree (set theory)Forest inventoryArtificial neural networkDigital elevation modelRemote sensingMathematicsForest managementEnvironmental scienceGeographyAgroforestryForestryMathematical analysisRemote Sensing and LiDAR ApplicationsForest ecology and managementForest Ecology and Biodiversity Studies