基于1999—2010年SPOT VEGETATION旬值NDVI数据,结合谐波分析法与偏相关分析等方法,对三江源地区年植被物候特征值进行了确定,并分析了年际物候对不同时段水热变化的响应。结果表明:① 三江源地区响应时段累积降水量和气温的增加都会使植物生长季始期推迟。② 三江源地区植物生长季末期与累积降水和气温的最值偏相关系数分别为0.180 6和-0.067 8,说明响应时段累积降水量的增加会使植物生长季末期推迟,而累积气温的升高会使植物生长季末期提前,但累积气温影响相对较小。而响应时段累积降水量的增加,会使植物生长季长度延长;累积气温的升高,会使植物生长季长度缩短。③ 三江源地区植物生长季长度的年际变化,受生长季末期的影响较大。④ 三江源地区植物生长季始期主要受前一年累积气候要素影响强烈;生长季末期主要受生长季内累积降水影响强烈。生长季长度受生长季之前的累积气温的作用强烈。
Using methods of harmonic analysis and partial correlation analysis,based on the SPOT-VEGETATION NDVI of 10 days during the period from 1999 to 2010,we identified the beginning and end time of vegetation growing season for each year in the Three-River source region, and analyzed the temporal and spatial relation between vegetation phenology and cumulative hydrothermal at different times. Results are shown as follows:① The increase of cumulative precipitation and temperature of response time makes start of growing season delayed.② The extremum of partial correlation coefficient between end of growing season and cumulative precipitation and temperature is 0.180 6 and -0.067 8,respectively.It shows that the increase of cumulative precipitation of response time make end of growing season delayed,but end of growing season shift to an earlier date with less impact due to the rise of cumulative temperature.Length of growing season extends and shortens because of the increase of cumulative precipitation and temperature of response time,separately.③ The end of growing season change greatly impacts the annual variation of growing season length. ④ The start of growing season mainly reflect cumulative hydrothermal of the previous year, but the cumulative precipitation of growing season worked powerfully upon the end of growing season.For the growing season length,cumulative temperature before the growing season is the most influential factor.
〔1〕 Foley J A,Levis S,Costa M H,et al.Incorporating dynamic vegetation cover within global climate models〔J〕.Ecological Applications,2000,10(6):1 620-1 632.
〔2〕 IPCC.4th Assessment Report of the Intergovernmental Panel on Climate Change〔R〕.Synthesis Report,2007:52.
〔3〕 穆少杰,李建龙,陈奕兆.2001-2010年内蒙古植被覆盖度时空变化特征〔J〕.地理学报,2012,67(9):1 255-1 268.〔Mu Shaojie,Li Jianlong,Chen Yizhao,et al.Spatial differences of variations of vegetation coverage in Inner Mongolia during 2001-2010〔J〕.Acta Geographica Sinica,2012,67(9):1 255-1 268.〕
〔4〕 Tucker C J.Red and photographic infrared linear combinations for monitoring vegetation〔J〕.Remote Sensing of Environment,1979,8(2):127 -150.
〔5〕 Prince S D,Tucker C J.Satellite remote sensing of rangelands in Botswana II.NOAA AVHRR and herbaceous vegetation〔J〕.International Journal of Remote Sensing,1986,7(11):1 555-1 570.
〔6〕 Alcaraz-Segura D,Chuvieco E,Epstein H E,et al.Debating the gr-eening vs.browning of the North American boreal forest:Differences between satellite datasets〔J〕.Global Change Biology,2009,16(2):760-770.
〔7〕 Pettorelli N,Vik J O,Mysterud A,et al.Using the satellite-derived NDVI to assess ecological responses to environmental change〔J〕.Trends in Ecology & Evolution,2005,20(9):503- 510.
〔8〕 White M A,de Beurs K M,Didan K,et al.Intercomparison,interpretation,and assessment of spring phenology in North America estimated from remote sensing for 1982-2006〔J〕.Global Change Biology,2009,15(10):2 335-2 359.
〔9〕 Tottrup C,Rasmussen M S.Mapping long-term changes in savannah crop productivity in Senegal through trend analysis of time series of remote sensing data〔J〕.Agriculture,Ecosystems & Environments,2004,103:545-560.
〔10〕Hüttich C,Herold M,Schmullius C,et al.Indicators of Northern Eurasia's land-cover change trends from SPOT-VEG ETATION time-series analysis 1998-2005〔J〕.International Journal of Remote Sensing,2007,28:4 199-4 206.
〔11〕Symeonakis E,Drake N.Monitoring desertification and land degradation over sub-Saharan Africa〔J〕.International Journal of Remote Sensing,2004,25(3):573-592.
〔12〕Sparks T H,Aasa A,Huber K,et al.Changes and patterns in biologically relevant temperatures in Europe 1941-2000〔J〕.Climate Research,2009,39(3):191-207.
〔13〕Zhang K,Kimball J S,Mu Q,et al.Satellite based analysis of northern ET trends and associated changes in the regional water balance from 1983 to 2005〔J〕.Journal of Hydrology,2009,379:92-110.
〔14〕White M A,Running S W,Thornton P E.The impact of growing-season length variability on carbon assimilation and evapotranspiration over 88 years in the eastern US deciduous forest〔J〕.International Journal of Biometeorology,1999,42(3):139-145.
〔15〕刘宪锋,任志远,林志慧,等.2000-2011年三江源区植被覆盖时空变化特征〔J〕.地理学报,2013,68(7):897-908.〔Liu Xianfeng,Ren Zhiyuan,Lin Zhihui,et al.The spatial-temporal changes of vegetation coverage in the Three-River Headwater Region in recent 12 years〔J〕.Acta Geographica Sinica,2013,68(7):897-908.〕
〔16〕周伟,刚成诚,李建龙,等.1982-2010年中国草地覆盖度的时空动态及其对气候变化的响应〔J〕.地理学报,2014,69(1):15-30.〔Zhou Wei,Gang Chengcheng,Li Jianlong,et al.Spatial-temporal dynamics of grassland coverage and its response to climate change in China during 1982-2010〔J〕.Acta Geographica Sinica,2014,69(1):15-30.〕
〔17〕李双双,延军平,万佳,等.近10年陕甘宁黄土高原区植被覆盖时空变化特征〔J〕.地理学报,2012,67(7):960-970.〔Li Shuangshuang,Yan Junping,Wan Jia,et al.The spatial-temporal changes of vegetation restoration on Loess Plateau in Shaanxi-Gansu-Ningxia Region〔J〕.Acta Geographica Sinica,2012,67(7):960-970.〕
〔18〕Roerink G J,Menenti M,Verhoef W.Reconstructing cloud free NDVI composites using fourier analysis of time series〔J〕.International Journal of Remote Sensing,2000,21(9):1 911-1 917.
〔19〕Yu H Y,Luedeling E,Xu J C.Winter and spring warming result in delayed spring phenology on the Tibetan Plateau〔J〕.Proceedings of National Academy of Science USA,2010,107(51):22 151-22 156.
〔20〕Zhang X Y,Friedl M A,Schaaf C B,et al.Monitoring vegetation phenology using MODIS〔J〕.Remote Sensing of Environment,2003,84:471-475.
〔21〕张戈丽,徐兴良,周才平,等.近30年来呼伦贝尔地区草地植被变化对气候变化的响应〔J〕.地理学报,2011,66(1):47-58.〔Zhang Geli,Xu Xingliang,Zhou Caiping,et al.Responses of vegetation changes to climatic variations in Hulun Buir grassland in past 30 years〔J〕.Acta Geographica Sinica,2011,66(1):47-58.〕