Abstract
The Three-North Shelter Forest Programme (TNSFP) covers 551 Chinese counties and an area of 4,069,000 km2 mostly in arid and semi-arid regions. In this paper, we discuss the temporal and spatial changes in value of the normalized-difference vegetation index (NDVI) in this region, and the relationships between NDVI and climatic factors (temperature and precipitation) based on NOAA Advanced Very High Resolution Radiometer Global Inventory Modeling and Mapping Studies NDVI data with 8-km resolution from 1982 to 2006. During the past 25 years, the vegetation cover has generally increased in eastern regions of China and the oasis in the north piedmont of Tianshan Mountains, but has decreased northwest of Xinjiang and in the Hulunbeier Plateau. The multi-year monthly average NDVI distribution map showed that NDVI increased from April to August, but in the western and northern plateau areas, the lower temperatures and high altitude created a shorter growing season (1 or 2 months). The vegetation of the study area has generally increased in the regions covered by the TNSFP. Linear regression analysis of the vegetation cover showed an increasing trend over large areas. The largest annual growth rate per pixel (the slope of the regression) was 0.009; the largest negative annual change was −0.004. The correlation between NDVI and precipitation was higher than that between NDVI and temperature, suggesting that precipitation is the most important factor that affects NDVI changes in the study area, especially for temperate desert vegetation in northwestern China.
Similar content being viewed by others
Explore related subjects
Discover the latest articles, news and stories from top researchers in related subjects.References
Broge NH, Leblanc E (2001) Comparing prediction power and stability of broadband and hyperspectral vegetation indices for estimation of green leaf area index and canopy chlorophyll density. Remote Sens Environ 76(2):156–172
Chen YH, Li XB, Shi PJ (2001) Variation in NDVI driven by climate factors across China, 1983–1992. Acta Phytoecol Sin 25(6):716–720 (in Chinese with English abstract)
Dai LM, Wang XL, Wang JX (2000) Indicators to assess the ecological effect of the Three-north windbreak system. World Fory Res 13(2):47–51 (in Chinese with English abstract)
Ji L, Peters AJ (2004) A spatial regression procedure for evaluating the relationship between AVHRR-NDVI and climate in the northern Great Plains. Int J Remote Sens 20:297–311
Jiang FQ, Yu ZY, Zeng DH (2009) Effects of climate change on the Three-north shelter forest program and corresponding strategies. Chin J Ecol 28(9):1702–1705 (in Chinese with English abstract)
Kumar PR, Yadav SK, Sharma SR, Lal SK, Jha DN (2009) Impact of climate change on seed production of cabbage in North Western Himalayas. World J Agric Sci 5(1):18–26
Li SD, Zhai HB (2002) The comparison study on forestry ecological projects in the world. Acta Ecol Sin 22(11):1976–1982 (in Chinese with English abstract)
Li Z, Yan FL, Fan XT (2005) The variability of NDVI over northwest China and its relation to temperature and precipitation. J Remote Sen 9(3):308–315 (in Chinese with English abstract)
Li XT, Huang SF, Li JR (2007) The correlation analysis of NDVI change and climate factors in the Yellow River Delta. Yellow River 29(6):20–22 (in Chinese with English abstract)
Liang ML, Xie ZH (2006) Simulations of climate effects on vegetation distribution and net primary production in China. Clim Environ Res 11(5):582–592 (in Chinese with English abstract)
Liu DE, Fu N, Fan JL (2008) Dynamic change of vegetation cover and its response to climate change in recent 20 years in Tianjin area. Ecol Environ 17(2):798–801 (in Chinese with English abstract)
Lyon JG, Ding Y, Lunetta RS, Elvidge CD (1998) A change detection experiment using vegetation indices. Photogramm Eng Remote Sens 62(2):143–150
Major DT, Baret F, Guyot G (1990) A ratio vegetation index adjusted for soil brightness. Int J Remote Sens 11:727–740
Mather A (1993) Afforestation policies, planning and progress. Belhaven Press, London
Micael CR (2000) Is northern China winning the battle against desertification? Satellite remote sensing as a tool to study biomass trends on the Ordos Plateau in semiarid China. AMBIO: J Hum Environ 29(8):468–476
Michael HC, Wilfried B (2003) Micro scale structural aspects of vegetation density variability. J Hydrol 276:128–136
Pinzon JE (2002) Using HHT to successfully uncouple seasonal and interannual components in remotely sensed data. In: Conference proceedings, 14–18 July, Orlando, Florida
Shen GR, Wang RC (2001) Review of the application of vegetation remote sensing. J Zhejiang Univ Agric Life Sci 27(6):682–690 (in Chinese with English abstract)
Shi H, Gao ZQ, Shi J (2005) Net primary productivity and its spatiotemporal patterns in Loess Plateau during 1981–2000. In: Proceedings of the SPIE 5884:273–281
Stow D, Daeschner S, Hope A (2003) Variability of the seasonally integrated normalized difference vegetation index across the north slope of Alaska in the 1990s. Int J Remote Sens 24(5):1111–1117
Tsunekawa A, Ito TY, Shinoda M (2005) Methodology for assessment of desertification based on vegetation degradation using net primary productivity (NPP) as a key indicator. Phyton 45(4):185–192
Tucker CJ, Pinzon JE, Brown ME (2005) An extended AVHRR 8-km NDVI data set compatible with MODIS and SPOT vegetation NDVI data. Int J Remote Sens 26(20):4485–4498
Wang J, Price KP, Rich PM (2003) Spatial patterns of NDVI in response to precipitation and temperature in the central Great Plains. Int J Remote Sens 27:93–101
Wu Y, Zeng Y, Wu BF (2009) Retrieval and analysis of vegetation cover in the Three-North Regions of China based on MODIS data. Chin J Ecol 28(9):1712–1718 (in Chinese with English abstract)
Zhang XL (2002) Comprehensive comment on global change research. J Sci Teach Coll Univ 22(4):54–57 (in Chinese with English abstract)
Zhang LX, Song YQ (2003) Efficiency of the Three-north forest shelterbelt program. Acta Sci Nat Univ Pekin 39(4):594–600
Zhang WB, Liu BY, Wu JD (2001) Monitoring of plant coverage of plots by visual estimation and overhead photograph. Bull Soil Water Conserv 21(6):60–63 (in Chinese with English abstract)
Zhang B, Tsunekawa A, Tsubo M (2008) Contributions of sandy lands and stony deserts to long-distance dust emission in China and Mongolia during 2000–2006. Glob Planet Change 60:487–504
Zhou GS, Wang YH, Zhang XS (1999) Chinese vegetation and ecosystem response to global change research and prospects. Bull Chin Acad Sci 14(1):28–32 (in Chinese with English abstract)
Zhou L, Kaufmann RK, Tian Y, Myneni RB, Tucker CJ (2003) Relation between interannual variations in satellite measures of northern forest greenness and climate between 1982 and 1999. J Geophys Res Atmos 108(D1):4004–4015
Acknowledgments
This paper was supported by the Knowledge Innovation Project of the Chinese Academy of Sciences (No. KZCX1-YW-08-02) and the China National Key Basic Research Program (2009CB421301). The authors thank the University of Maryland Global Land cover Facility for providing the AVHRR GIMMS NDVI data set used in the analysis and the Chinese National Bureau of Meteorology for providing climate data set. Dr. Liang Luohui of United Nations University provided much help with this research.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Duan, H., Yan, C., Tsunekawa, A. et al. Assessing vegetation dynamics in the Three-North Shelter Forest region of China using AVHRR NDVI data. Environ Earth Sci 64, 1011–1020 (2011). https://doi.org/10.1007/s12665-011-0919-x
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12665-011-0919-x