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基于地表数码照相的林地总体植被覆盖度计算模型
作者姓名:GU Zhu-Jun  ZENG Zhi-Yuan  SHI Xue-Zheng  LI Lin  D. C. WEINDORF  ZHA Yong  YU Dong-Sheng  LIU Yong-Mei
作者单位:[1]State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences,Nanjing 210008 (China) [2]School of Bio-Chemical and Environmental Engineering, Nanjing Xiaozhuang University, Nanjing 211171 (China) [3]College of Geography Science, Nanjing Normal University, Nanjing 210097 (China) [4]Department of Earth Sciences, Indiana University-Purdue University, Indianapolis, IN 46202 (USA) [5]LSU AgCenter, Baton Rouge, LA 70803 (USA)
基金项目:*1Supported by the National Basic Research Program (973 Program) of China (No.2007CB407206) and the National Natural Science Foundation of China (No.40371053).
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 × 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 × T × G- 0.025 (R2 = 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.

关 键 词:覆盖模型  森林面积  数字摄影  地面  估计  甘油三酯  植被覆盖度  均方根误差
收稿时间:25 September 2009

A model for estimating total forest coverage with ground-based digital photography
GU Zhu-Jun,ZENG Zhi-Yuan,SHI Xue-Zheng,LI Lin,D. C. WEINDORF,ZHA Yong,YU Dong-Sheng,LIU Yong-Mei.A model for estimating total forest coverage with ground-based digital photography[J].Pedosphere,2010,20(3):318-325.
Authors:GU Zhu-Jun  ZENG Zhi-Yuan  SHI Xue-Zheng  LI Lin  D C WEINDORF  ZHA Yong  YU Dong-Sheng and LIU Yong-Mei
Institution:State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing 210008 (China);School of Bio-Chemical and Environmental Engineering, Nanjing Xiaozhuang University, Nanjing 211171 (China) ;College of Geography Science, Nanjing Normal University, Nanjing 210097 (China);College of Geography Science, Nanjing Normal University, Nanjing 210097 (China);State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing 210008 (China);Department of Earth Sciences, Indiana University-Purdue University, Indianapolis, IN 46202 (USA);LSU AgCenter, Baton Rouge, LA 70803 (USA);College of Geography Science, Nanjing Normal University, Nanjing 210097 (China);State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing 210008 (China);School of Bio-Chemical and Environmental Engineering, Nanjing Xiaozhuang University, Nanjing 211171 (China)
Abstract:Vegetation fractional coverage (VFC) is one of the key indicators of vegetation distribution. In the work a measurementbased 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 × T × G - 0.025(R2 = 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.
Keywords:digital camera  2-layer photography  shrub-grasses  trees
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