Journal
SCANDINAVIAN JOURNAL OF FOREST RESEARCH
Volume 22, Issue 5, Pages 433-442Publisher
TAYLOR & FRANCIS AS
DOI: 10.1080/02827580701672147
Keywords
biophysical stand properties; forest inventory; forest planning; laser scanning
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This research reports the major evaluation results from an operational stand-based forest inventory using airborne laser scanner data carried out in Norway. This is the first operational inventory in which data from two separate districts are combined. Laser data from two forest areas of 65 and 110 km(2) were used to predict six biophysical stand variables used in forest planning. The predictions were based on regression equations estimated from 250 m(2) field training plots distributed systematically throughout the two forest areas. Test plots with a size of 0.1 ha were used for validation. The testing revealed standard deviations between ground-truth values and predicted values of 0.58-0.85 m (3.4-5.6%) for mean and dominant heights, 2.62-2.87 m(2) ha(-1) ( 9.3-14.3%) for basal area, and 18.7-25.1 m(3) ha(-1) (10.8-12.8%) for stand volume. No serious bias was detected. For 10 of the 12 estimated regression models there were no significant effects of district.
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