Linear Models for Airborne-Laser-Scanning-Based Operational Forest Inventory With Small Field Sample Size and Highly Correlated LiDAR Data.
Virpi JunttilaTuomo KauranneAndrew O. FinleyJohn B. BradfordPublished in: IEEE Trans. Geosci. Remote. Sens. (2015)
Keyphrases
- sample size
- lidar data
- linear models
- highly correlated
- high resolution
- variable selection
- model selection
- linear model
- urban environments
- point cloud
- urban areas
- statistically significant
- upper bound
- linear regression
- random sampling
- low resolution
- super resolution
- cross validation
- worst case
- machine learning
- regression model
- least squares
- feature selection