Assessment of Desertification Using Time Series Analysis of Hyper-temporal Vegetation Indicator in Inner Mongolia
YIN He1, LI Zhengguo1,2, WANG Yanglin1, CAI Fu3
1. College of Urban & Environmental Sciences, Peking University, Beijing 100871, China;
2. Key Laboratory of Resources Remote Sensing & Digital Agriculture, Ministry of Agriculture, Beijing 100081, China;
3. Institute of Atmospheric Environment, CMA, Shenyang 110016, China
Abstract:Desertification is one of the serious threats to the environment in arid and semi-arid northern China. In order to understand inter-annual vegetation dynamics, vegetation indicators have been widely used in desertification assessment. In this study, rain use efficiency (RUE) derived from hyper-temporal remote sensing images has been used for desertification assessment. Based on time-series analysis, this study focused on how the desertification developed in Inner Mongolia and how the desertification reversed in the extremely arid environment. Results showed that during the past 11 years, there was no significant desertification development in Inner Mongolia. Parts of area showed a significant increase trend of RUE, especially in the eastern part of Ordos Plateau and southern Daqing Mountain, as well as the region from the Greater Hinggan Mountains to northern Yanshan Mountains. It is indicated that the ecological conditions in these areas have tended to be much better than before. The reason may be that the vegetation protection policies adopted in northern China have exerted a positive effect on the local environment. The results also showed that there was a significant relationship between rainfall and vegetation restoration, areas with more precipitation tend to be more easily restored, especially in the areas with more 300 mm precipitation. In addition, the research on desertification reversion showed that the desert edge region in western Inner Mongolia have changed intensively, and desertification reverse assessment needs to be further examined.
殷贺, 李正国, 王仰麟, 蔡福. 基于时间序列植被特征的内蒙古荒漠化评价[J]. 地理学报, 2011, 66(5): 653-661.
YIN He, LI Zhengguo, WANG Yanglin, CAI Fu. Assessment of Desertification Using Time Series Analysis of Hyper-temporal Vegetation Indicator in Inner Mongolia. Acta Geographica Sinica, 2011, 66(5): 653-661.
[1] Ci Longjun. Understanding on the term of "Desertification". Chinese Science and Technology Terms Journal, 2000, 2(4):11-13. [慈龙骏. 对“荒漠化”一词的认识和体会. 科技术语研究, 2000, 2(4): 11-13.][2] Zhang Weimin, Yang Taiyun, Qu Jianjun et al. The extension and hazard of desertification disaster in China. Journal ofNatural Disasters, 1994, 3(3): 23-30. [张伟民, 杨泰运, 屈建军等. 我国沙漠化灾害的发展及其危害. 自然灾害学报,1994, 3(3): 23-30.][3] Dong Guorong, Wu Bo, Ci Longjun et al. Present situation, cause and control way of desertification in China. Journal ofDesert Research, 1999, 19(4): 318-332. [董光荣, 吴波, 慈龙骏等. 我国荒漠化现状、成因与防治对策. 中国沙漠, 1999,19(4): 318-332.][4] Sarkar S, Kafatos M. Interannual variability of vegetation over the Indian sub-continent and its relation to the differentmeteorological parameters. Remote Sensing of Environment, 2004, 90: 268-280.[5] Huang S, Siegert F. Land cover classification optimized to detect areas at risk of desertification in north china based on spotvegetation imagery. Journal of Arid Environments, 2006, 67: 308-327.[6] Sellers P J, Heiser M D, Hall F G et al. The impact of using area-averaged land surface properties - topography, vegetationcondition, soil wetness - in calculations of intermediate scale (approximately 10 km super) surface-atmosphere heat andmoisture fluxes. Journal of Hydrology, 1997, 190: 269-301.[7] Rosenqvist A, Shimada M, Chapman B et al. The global rain forest mapping project-a review. International Journal ofRemote Sensing, 2000, 21(6): 1375-1387.[8] Chen Baorui, Xin Xiaoping, Zhu Yuxia et al. Change and analysis of annual desertification and climate factors in InnerMongolia using MODIS data. Remote Sensing, 2007, (6): 39-44. [陈宝瑞, 辛晓平, 朱玉霞等. 内蒙古荒漠化年际动态变化及与气候因子分析. 遥感信息, 2007, (6): 39-44.][9] Snyman H A, Fouché H J. Production and water-use efficiency of semi-arid grasslands of South Africa as affected by veldcondition and rainfall.Water South Africa, 1991, 17: 263-268.[10] Prince S D, Wessels K J, Tucker C J et al. Desertification in the Sahel: A reinterpretation of a reinterpretation. GlobalChange Biology, 2007, 13: 1308-1313.[11] Veron S R, Paruelo J M, Oesterheld M. Assessing desertification. Journal of Arid Environments, 2006, 66(4): 751-763.[12] Symeonakis E, Drake N. Monitoring desertification and land degradation over sub-Saharan Africa. International Journalof Remote Sensing, 2004, 25: 573-592.[13] Helldén U, Tottrup C. Regional desertification: A global synthesis. Global and Planetary Change, 2008, 64(3/4): 169-176.[14] Prince S D, De Colstoun E B, Kravitz L L. Evidence from rain-use efficiencies does not indicate extensive Saheliandesertification. Global Change Biology, 1998, 4: 359-374.[15] Liu Jiyuan, Zhang Z X, Zhuang D F et al. A study on the spatial-temporal dynamics changes of land-use and drivingforces analyses of China in the 1990s. Geographical Research, 2003, 22(1): 1-12. [刘纪远, 张增祥, 庄大方等. 20 世纪90年代中国土地利用变化时空特征及其成因分析. 地理研究, 2003, 22(1): 1-12.][16] Jonsson P, Eklundh L. Seasonality extraction by function fitting to time-series of satellite sensor data. Geoscience andRemote Sensing, 2002, 40: 1824-1832.[17] Hird J N, McDermid G J. Noise reduction of NDVI time series: An empirical comparison of selected techniques. RemoteSensing of Environment, 2009, 113: 248-258.[18] Yue S, Pilon P, Cavadias G. Power of the Mann-Kendall and Spearman's rho tests for detecting monotonic trends inhydrological series. Journal of Hydrology, 2002, 259: 254-271.[19] Yu Y S, Zou S M, Whittemore D. Non-parametric trend analysis of water quality data of rivers in Kansas. Journal ofHydrology, 1993, 150: 61-80.[20] Kahya E, Kalayci S. Trend analysis of streamflow in Turkey. Journal of Hydrology, 2004, 289: 128-144.[21] Zhang Hong, Ci Longjun, Sun Baoping. A preliminary reflection on several theoretical problems of desertification.Scientia Geographica Sinica, 1999, 19(5): 446-450. [张宏, 慈龙骏, 孙保平. 对荒漠化几个理论问题的初步探讨. 地理科学, 1999, 19(5): 446-450.][22] Wu Bo. Current status, dynamics and causes of desertification in China. Forest Research, 2001, 14(2): 195-202. [吴波. 我国荒漠化现状、动态与成因. 林业科学研究, 2001, 14(2): 195-202.][23] Weiss E, Marsh S E, Pfirman E S. Application of NOAA-AVHRR NDVI time-series data to assess changes in SaudiArabia's rangelands. International Journal of Remote Sensing, 2001, 22: 1005-1027.