Recognition of shelterbelt continuity using remote sensing and waveform recognition

被引:19
作者
Deng, R. X. [1 ]
Li, Y. [2 ]
Wang, W. J. [3 ]
Zhang, S. W. [2 ]
机构
[1] North China Inst Water Resources & Elect Power, Inst Resources & Environm, Zhengzhou 450011, Peoples R China
[2] Chinese Acad Sci, Northeast Inst Geog & Agroecol, Changchun 130012, Peoples R China
[3] Henan Univ Econ & Law, Dept Resources & Environm Sci, Zhengzhou 450002, Peoples R China
基金
中国国家自然科学基金;
关键词
Shelterbelt; Belt continuity; Waveform recognition; Remote sensing;
D O I
10.1007/s10457-013-9599-8
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Shelterbelt systems play an important and long-term role in ecological stability and food security. Today, shelterbelts are threatened by anthropogenic destruction, plant diseases, and insect pests. Determining the continuity of shelterbelts is essential for the management and maintenance of complete and stable shelterbelt systems. In this paper, we acquired SPOT 5 images with a 10 m x 10 m spatial resolution, and, based on a GIS method, we generated belt waveforms using a waveform data collector. We then developed a waveform recognition model for belt continuity based on waveform recognition theory. Finally, we identified a minimum threshold value for the identification of belt gaps, and conducted belt continuity recognition in the study area. The results were compared with data calculated from aerial images with a 0.5 m x 0.5 m spatial resolution. When belt gaps were < 10 m, recognition was poor, but when belt gaps were between 10 and 20 m, the mean absolute error was 3.8 %, and when belt gaps were > 20 m, the mean absolute error was 2.7 %. We propose that this method provides a powerful new tool for the investigation and management of shelterbelt systems.
引用
收藏
页码:827 / 834
页数:8
相关论文
共 13 条
[1]   Windbreaks in North American agricultural systems [J].
Brandle, JR ;
Hodges, L ;
Zhou, XH .
AGROFORESTRY SYSTEMS, 2004, 61-2 (01) :65-78
[2]  
Buck LE., 1999, AGROFORESTRY SUSTAIN, P416
[3]  
Bureau of quality and technical supervision of China, 2001, T1833712001 GB BUR Q
[4]   THE SCENIC BEAUTY OF SHELTERBELTS ON THE GREAT-PLAINS [J].
COOK, PS ;
CABLE, TT .
LANDSCAPE AND URBAN PLANNING, 1995, 32 (01) :63-69
[5]  
Droze WH, 1977, TREES PRAIRIES PEOPL, P313
[6]   The derivation of the green vegetation fraction from NOAA/AVHRR data for use in numerical weather prediction models [J].
Gutman, G ;
Ignatov, A .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1998, 19 (08) :1533-1543
[7]   Assessment of landscape ecology of agricultural protection forest system at Beizang Town, Daxing County, Beijing [J].
Li Chun-ping ;
Guan Wen-bin ;
Fan Xiu-zhen ;
Zhao Ting-ning ;
Chen Jian-gang ;
Sun Bao-ping .
Journal of Forestry Research, 2003, 14 (2) :135-140
[8]  
Mize C. W., 2008, V4, P27
[9]   Determination of gas amplification factor by digital waveform analysis of avalanche counter signals [J].
Nakhostin, M. ;
Walker, P. M. .
NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2010, 615 (01) :53-56
[10]  
Schoeneberger MM, 2001, ADV AGROECOL, P239