A Model for Estimating Total Forest Coverage with Ground-Based Digital Photography

作者:Gu Zhu-Jun; Zeng Zhi-Yuan*; Shi Xue-Zheng; Li Lin; Weindorf, D. C.; Zha Yong; Yu Dong-Sheng; Liu Yong-Mei
来源:Pedosphere, 2010, 20(3): 318-325.
DOI:10.1016/S1002-0160(10)60020-3

摘要

Vegetation fractional coverage (VFC) is one of the key indicators of vegetation distribution. In the work a measurement-based model was developed to derive total forest VFC (TG) as well as the VFC of trees (T) and shrub-grasses (G) separately in a subtropical forest area in Nanjing, China. Both upward and downward photographs were taken with a digital camera in 72 quadrats (10 m x 10 m each). Fifteen models were established and validated. Models jointly using both T and G performed better than those using the T and G separately. The best model, TG = T + G - 1.134 x T x G - 0.025 (R-2 = 0.9115, P < 0.01, root mean squared error = 0.0789), is recommended for application. This model provides a good way to obtain total forest VFC values through taking tree and shrub-grass photos on ground below tree canopy rather than above tree canopy.