运用3S技术,以1987、2000年和2010年的Landsat5 TM 遥感影像为基础数据源,计算乌梁素海湿地3期的归一化植被指数(NDVI),基于NDVI像元二分模型反演了植被覆盖度。通过转移矩阵对比不同年际间各等级植被覆盖度的转化比例,并分析植被变化的驱动力。结果表明:1987—2010年,乌梁素海地区植被覆盖度总体较好,其中,低植被覆盖度(<20%)所占比例由30.81%降低到了16.57%,中等植被覆盖度(20%~50%)所占比例变化不大,保持在14.50%左右,而高植被覆盖度(>50%)所占比例则由原来的15.68%提高到了31.05%,整个地区的荒漠化土地在逐渐减少,农田的土地利用面积逐年增加。影响植被覆盖度的因素主要有人为因素和气候因素,人为因素不仅包括人类的生产活动对植被产生的影响,还包括对不同土地类型的利用及相关政策的实施等所产生的影响;气候因素则主要体现在温度和降水。
Wetland ecosystem, called as the kidney of the earth, is the main part of terrestrial ecosystems. Wuliangsu Lake, as a large-scale, multi-function lake-wetland in the semi-desert area of China, has high ecological and social value. Vegetation cover is an important indicator used to monitor vegetation change for evaluating terrestrial environment. In this paper, remote sensing images from Landsat TM were used as data sources to study the change characteristics of Wuliangsu Lake in 3 periods (1987, 2000 and 2010).The normalized difference vegetation index ( NDVI) was calculated based on the TM satellite image data, and was in turn used to estimate vegetation cover at Wuliangsu Lake.The results showed that vegetation coves increased from south to north across Wuliangsu Lake during 1987 to 2010. The proportion of <20% vegetation cover decreased from 30.81% to 16.57%. The proportion of 20%-50% vegetation covers was not significantly changed with 14.50%. The proportion of high vegetation cover (>50%) increased significantly, which raised from 15.68% to 31.05%. In the whole region, the area of desertification land was decreased, while the farmland area was increased gradually. Climate change and anthropogenic factors are two driving forces in the change of vegetation cover. Human factors not only include the impact of human activities on vegetation boimass, but also in terms of the impact of different types of land use and related policies; climatic factors are mainly temperature and precipitation.
〔1〕 杨永兴.国际湿地科学研究的主要特点、进展与展望〔J〕.地理科学进展,2002,21(2):112-114.〔Yang Yongxin.Main characteristics,progress and prospect of international wetland science research〔J〕.Progress in Geography,2002,21(2):112-114.〕
〔2〕 Peter R J.North estimation of APAR,LAI,and vegetation fractional cover from ATSR-2 imagery〔J〕.Romote Sensing of Environment,2002,80(1):114-121.
〔3〕 罗亚,徐建华,岳文泽.基于遥感影像的植被指数研究方法述评〔J〕.生态科学,2005,24(1):75-79.〔Luo Ya,Xu Jiahua,Yue Wenze.Research on vegetation indices based on the remote sensing images〔J〕.Ecologic Science,2005,24(1):75-79.〕
〔4〕 李秀华,师庆东,常顺利,等.1981—2001年中国西北干旱区NDVI变化分析〔J〕.干旱区地理,2008,31(6):940-945.〔Li Xiuhua,Shi Qingdong,Chang Shunli,et al.Change of NDVI based on NOAA image in northwest arid area of China in1981 to 2001〔J〕.Arid Land Geography,2008,31(6):940-945.〕
〔5〕 Gitelson A A,Kaufman Y J,Stark R,et al.Novel algorithms for remote estimation of vegetation fraction〔J〕.Remote Sensing of Environment,2002,80(1):76-87.
〔6〕 Lyon J G,Yuan D,Lunetta R S,et al.A change detection experiment using vegetation indices〔J〕.Photogrammetric Engineering and Remote Sensing,1998,64(2):143-150.
〔7〕 陈晋,陈云浩.基于土地覆盖分类的植被覆盖率估算亚像元模型与应用〔J〕.遥感学报,2001,5(6):416-422.〔Chen Jin,Chen Yunhao.Sub-pixel model for vegetation fraction estimation based on land cover classification〔J〕.Journal of Remote Sensing,2001,5(6):416-422.〕
〔8〕 龚建周,夏北成.基于遥感影像的广州市植被覆盖度内部结构与时空变化〔J〕.植物资源与环境学报,2006,15(4):25-29.〔Gong Jianzhou,Xia Beichen.Temporal-spatial characteristics and grading structure of vegetation fraction based on TM image in Guangzhou〔J〕.Journal of Plant Resources and Environment,2006,15(4):25-29.〕
〔9〕 王冬梅,孟兴民,邢钊,等.基于RS的武都区植被覆盖度动态变化及其驱动力分析〔J〕.干旱区资源与环境,2012,26(11):95-96.〔Wang Dongmei,Meng Xingmin,Xing Zhao,et al.Dynamic change of vegetation coverage and the driving forces in Wudu district based on remote sensing〔J〕.Journal of Arid Land Resources and Environment,2012,26(11):95-96.〕
〔10〕 许炯心.农村社会经济因素变化对嘉陵江产沙量的影响〔J〕.山地学报,2006,24(4):385-394.〔Xu Jiongxin.Effect of the changing rural socio-economic factors on sediment yield of the Jialingjiang River Basin〔J〕.Journal of Mountain Science,2006,24(4):385-394.〕
〔11〕 Ostwald M,Chen D L.Land-use change:Impacts of climate variations and policies among small-scale farmers in the Loess Plateau,China〔J〕.Land Use Policy,2006,23(4):361-371.
〔12〕 Vicente-Serrano S M,Lasanta T,Alfredo R.Analysis of spatial and temporal evolution of vegetation cover in the Spanish central pyrenees:Role of human management〔J〕.Environment Management,2005,34(6):802-818.
〔13〕 Liu X F,Zhang J S,Zhu X F,et al.Spatiotemporal changes in vegetation coverage and its driving factors in the Three-River Headwaters Region during 2000-2011〔J〕.Geography Science,2014,24(2):288-302.
〔14〕 孙艳玲,郭鹏,延晓冬,等.内蒙古植被覆盖变化及其与气候、人类活动的关系〔J〕.自然资源学报,2010,25(3):407-414.〔Sun Yanling,Guo Peng,Yan Xiaodong,et al.Dynamics of vegetation cover and its relationship with climate change and human activities in Inner Mongolia〔J〕.Journal of Natural Resources,2010,25(3):407-414.〕
〔15〕 王立新,刘华民,杨劼,等.毛乌素沙地气候变化及其对植被覆盖的影响〔J〕.自然资源学报,2010,25(12):2 030-2 039.〔Wang Lixin,Liu huamin,Yang jie,et al.Chang of Mu Us Sandy land and its influence on vegetation coverage〔J〕.Journal of Natural Resources,2010,25(12):2 030-2 039.〕
〔16〕 陈效逑,喻蓉.1982—1999年我国东部暖温带植被生长季节的时空变化〔J〕.地理学报,2007,62(1):41-51.〔Chen Xiaoqiu,Yu Rong.Spatial and temporal variations of the vegetation growing season in warm-temperate eastern China during 1982 to 1999〔J〕.Acta Geographica Sinica,2007,62(1):41-51.〕
〔17〕 Myneni R B,Tucker C J,Asar G,et al.Interannual variations in satellite-sensed vegetation index data from 1981 to 1991〔J〕 Geography Research,1998,103(6):6 145-6 160.
〔18〕 Nemani R,Keeling C,Hashimoto H,et al.Climate-driven increases in global terrestrial net primary production from 1982 to 1999〔J〕.Science,2003,300:1 560-1 563.
〔19〕 Myneni R B,Keeling C D,Tucker C J,et al.Increased plant growth in the northern high latitudes from 1981 to 1999〔J〕.Nature,1997,386:698-702.
〔20〕 赵哈林,周瑞莲,王进,等.呼伦贝尔沙质草地植被的沙漠化演变规律及其机制〔J〕.干旱区研究,2011,28(4):565-571.〔Zhao Halin,Zhou Ruilian,Wang Jin,et al.Deserification process and its mechanism of steppe vegetation in the Hulunbeir Steppe,Inner Mongolia〔J〕.Arid Zone Research,2011,28(4):567-570.〕