Module: Deriving ecological indices from LiDAR data

Basic LiDAR data processing to derive meaningful forest related parameters

Dates: Tue, Nov 16 - Mon, Nov 29

Outcomes

Dealing with 3D point clouds

Readings

The basic principles of 3D pointcloud data analysis

LiDAR Enhanced Forest Inventory - Demystified. The basic principles of 3D pointcloud data analysis in the forest

2D versus 3D segmentation of trees

Lidar Remote Sensing of Forest Structure, Biomass and Dynamics

Experiences

Hands on LiDAR

Reading and writing LAS data, calculating metrics plotting results

Calculating DEM, DSM and CHM

Calculating DEM, DSM and CHM

Calculating Indices

Calculating Metrics

Assessments

Assessment: LiDAR based Forest Indices

Reading and summarising LiDAR article. Identification of 5-10 non highly correlated Indices. Calculation of this indices

Outcome(s) assessed: Dealing with 3D point clouds