Monitoring vegetation recovery after China's May 2008 Wenchuan earthquake using Landsat TM time-series data: a case study in Mao County

被引:32
作者
Lu, Tao [1 ]
Zeng, Hongcheng [2 ]
Luo, Yan [1 ]
Wang, Qian [1 ]
Shi, Fusun [1 ]
Sun, Geng [1 ]
Wu, Yan [1 ]
Wu, Ning [1 ,3 ]
机构
[1] Chinese Acad Sci, Chengdu Inst Biol, Key Lab Mt Ecol Restorat & Bioresource Utilizat, Chengdu 610041, Peoples R China
[2] Univ Toronto, Fac Forestry, Toronto, ON M5S 3B3, Canada
[3] Int Ctr Integrated Mt Dev ICIMOD, Kathmandu, Nepal
基金
中国国家自然科学基金;
关键词
Wenchuan earthquake; Vegetation damage; Vegetation recovery; Landsat image; INDUCED LANDSLIDES; CENTRAL TAIWAN; LOGISTIC-REGRESSION; COVER; ECOSYSTEMS; IMAGERY; GIS; CONSERVATION; DISTURBANCES; HABITAT;
D O I
10.1007/s11284-012-0976-y
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
The Wenchuan earthquake (Richter scale 8) on 12 May 2008 in southwestern China caused widespread ecosystem damage in the Longmenshan area. It is important to evaluate natural vegetation recovery processes and provide basic information on ecological aspects of the recovering environment after the earthquake. To circumvent the weather limits of remote sensing in the Wenchuan earthquake-hit areas, and to meet the need for regional observation analyses, three Landsat TM images pre- and post-earthquake in Mao County were used for analysis. Post-earthquake normalized difference vegetation index (NDVI) values were compared to pre-earthquake values with an NDVI-based index differencing method to determine the extent to which the vegetation was damaged in relation to the pre-earthquake pattern, and the rate of recovery was evaluated. The spatial characteristics of vegetation loss and natural recovery patterns were analyzed in relation to elevation, slope and aspect. The results indicated that severely damaged sites occurred mainly in river valleys, within a range of 1,500-2,500 m elevation and on slopes of 25-55A degrees. The distance from rivers, rather than the distance from active faults, controls the damage patterns. After 1 year of natural regeneration, 36 % of the destroyed areas showed a decrease in NDVI value, 28.8 % showed very little change, 19.1 % showed an increase, and 16.1 % also increased with a recovery rate greater than 100 %. Moreover, there is a good correlation between recovery rate and both slope and elevation, but recovery patterns in the damaged area are complicated. Our results indicate that natural recovery in this arid valley is a slow process.
引用
收藏
页码:955 / 966
页数:12
相关论文
共 51 条
[1]  
Allen RB, 1999, ECOLOGY, V80, P708, DOI 10.1890/0012-9658(1999)080[0708:IDBAET]2.0.CO
[2]  
2
[3]   THE DISTURBANCE OF FOREST ECOSYSTEMS - THE ECOLOGICAL BASIS FOR CONSERVATIVE MANAGEMENT [J].
ATTIWILL, PM .
FOREST ECOLOGY AND MANAGEMENT, 1994, 63 (2-3) :247-300
[4]   On the relation between NDVI, fractional vegetation cover, and leaf area index [J].
Carlson, TN ;
Ripley, DA .
REMOTE SENSING OF ENVIRONMENT, 1997, 62 (03) :241-252
[5]   Modeling typhoon- and earthquake-induced landslides in a mountainous watershed using logistic regression [J].
Chang, Kang-Tsung ;
Chiang, Shou-Hao ;
Hsu, Mei-Ling .
GEOMORPHOLOGY, 2007, 89 (3-4) :335-347
[6]   The 2004 tsunami in Aceh and Southern Thailand: A review on coastal ecosystems, wave hazards and vulnerability [J].
Cochard, Roland ;
Ranamukhaarachchi, Senaratne L. ;
Shivakoti, Ganesh P. ;
Shipin, Oleg V. ;
Edwards, Peter J. ;
Seeland, Klaus T. .
PERSPECTIVES IN PLANT ECOLOGY EVOLUTION AND SYSTEMATICS, 2008, 10 (01) :3-40
[7]  
Cohen WB, 2004, BIOSCIENCE, V54, P535, DOI 10.1641/0006-3568(2004)054[0535:LRIEAO]2.0.CO
[8]  
2
[9]   Landslide characteristics and, slope instability modeling using GIS, Lantau Island, Hong Kong [J].
Dai, FC ;
Lee, CF .
GEOMORPHOLOGY, 2002, 42 (3-4) :213-228
[10]   Analysis of monotonic greening and browning trends from global NDVI time-series [J].
de Jong, Rogier ;
de Bruin, Sytze ;
de Wit, Allard ;
Schaepman, Michael E. ;
Dent, David L. .
REMOTE SENSING OF ENVIRONMENT, 2011, 115 (02) :692-702