Zi-Yang Liu

A deployment-oriented quality-control framework for integrating UAV LiDAR and field inventory in precision forestry

Reliable integration of UAV-LiDAR and field inventory is essential for operational forest monitoring, but heterogeneous data quality can destabilize plot-level predictions. Conventional quality-control procedures generally focus on filtering individual records or applying fixed pass–fail rules, providing limited suppor...