Anyamba A, Tucker C J, Mahoney R. 2002. From El Niño to La Niña: Vegetation response patterns over East and southern Africa during the 1997–2000 period. Journal of Climate, 15(12): 3096–3103.
Article
Google Scholar
Barichivich J, Briffa K R, Myneni R B, et al. 2013. Large-scale variations in the vegetation growing season and annual cycle of atmospheric CO2 at high northern latitudes from 1950 to 2011. Global Change Biology, 19(10): 3167–3183.
Article
Google Scholar
Beck P S A, Goetz S J. 2011. Satellite observations of high northern latitude vegetation productivity changes between 1982 and 2008: Ecological variability and regional differences. Environmental Research Letters, 6(4): 045501, doi: 10.1088/1748-9326/6/4/045501.
Article
Google Scholar
Cai D L, Fraedrich K, Sielmann F, et al. 2014. Climate and vegetation: An ERA-interim and GIMMS NDVI analysis. Journal of Climate, 27(13): 5111–5118.
Article
Google Scholar
Camberlin P, Martiny N, Philippon N, et al. 2007. Determinants of the interannual relationships between remote sensed photosynthetic activity and rainfall in tropical Africa. Remote Sensing of Environment, 106(2): 199–216.
Article
Google Scholar
Chen X, Xia J, Qian J, et al. 2003. Study on distributed hydrological model in Sangong river basin. Arid Land Geography, 26(4): 305–308. (in Chinese)
Google Scholar
Cheng W M, Wang N, Zhao S M, et al. 2016. Growth of the Sayram Lake and retreat of its water-supplying glaciers in the Tianshan Mountains from 1972 to 2011. Journal of Arid Land, 8(1): 13–22.
Article
Google Scholar
Dong J R, Kaufmann R K, Myneni R B, et al. 2003. Remote sensing estimates of boreal and temperate forest woody biomass: carbon pools, sources, and sinks. Remote Sensing of Environment, 84(3): 393–410.
Article
Google Scholar
Eastman J R, Sangermano F, Machado E A, et al. 2013. Global trends in seasonality of normalized difference vegetation index (NDVI), 1982–2011. Remote Sensing, 5(10): 4799–4818.
Article
Google Scholar
Goetz S J, Prince S D. 1999. Modelling terrestrial carbon exchange and storage: Evidence and implications of functional convergence in light-use efficiency. Advances in Ecological Research, 28: 57–92.
Article
Google Scholar
Goetz S J, Bunn A G, Fiske G J, et al. 2005. Satellite-observed photosynthetic trends across boreal North America associated with climate and fire disturbance. Proceeding of the National Academy of Sciences of the United States of America, 102(38): 13521–13525.
Article
Google Scholar
Guay K C, Beck P S A, Berner L T, et al. 2014. Vegetation productivity patterns at high northern latitudes: a multi-sensor satellite data assessment. Global Change Biology, 20(10): 3147–3158.
Article
Google Scholar
Hu R J. 2004. Physical Geography of the Tianshan Mountains in China. Beijing: China Environmental Science Press, 264–273. (in Chinese)
Google Scholar
Hu Z Y, Zhang C. 2014. Evaluation of reanalysis, spatially-interpolated and remote-sensing derived precipitation datasets over Central Asia. Geophysical Research Abstracts, 16, EGU2014-358.
Hu Z Y, Zhang C, Hu Q, et al. 2014. Temperature changes in Central Asia from 1979 to 2011 based on multiple datasets. Journal of Climate, 27(3): 1143–1167.
Article
Google Scholar
Hu Z Y, Li Q X, Chen X, et al. 2015. Climate changes in temperature and precipitation extremes in an alpine grassland of Central Asia. Theoretical and Applied Climatology, doi: 10.1007/s00704-015-1568-x.
Google Scholar
Ichii K, Kawabata A, Yamaguchi Y. 2002. Global correlation analysis for NDVI and climatic variables and NDVI trends: 1982–1990. International Journal of Remote Sensing, 23(18): 3873–3878.
Article
Google Scholar
IPCC. 2012. Managing the risks of extreme events and disasters to advance climate change adaptation. In: Field C B, Barros V, Stocker T F, et al. Special Report of Working Groups I and II of the Intergovernmental Panel on Climate Change. Cambridge, NY, USA: Cambridge University Press.
Google Scholar
Koutsoyiannis D. 2003. Climate change, the Hurst phenomenon, and hydrological statistics. Hydrological Sciences Journal, 48(1): 3–24.
Article
Google Scholar
Koutsoyiannis D, Montanari A. 2007. Statistical analysis of hydroclimatic time series: Uncertainty and insights. Water Resources Research, 43(5): W05429, doi: 10.1029/2006WR005592.
Article
Google Scholar
Li C F, Zhang C, Luo G P, Chen X. 2013. Modeling the carbon dynamics of the dryland ecosystems in Xinjiang, China from 1981 to 2007—The spatiotemporal patterns and climate controls. Ecological Modelling. 267:148–157.
Article
Google Scholar
Li C F, Zhang C, Luo G P, et al. 2015. Carbon stock and its responses to climate change in Central Asia. Global Change Biology, 21(5): 1951–1967.
Article
Google Scholar
Li Q H, Chen Y N, Shen Y J, et al. 2011. Spatial and temporal trends of climate change in Xinjiang, China. Journal of Geographical Sciences, 21(6): 1007–1018.
Article
Google Scholar
Lioubimtseva E, Cole R. 2006. Uncertainties of climate change in arid environments of Central Asia. Review in Fisheries Science, 14(1–2): 29–49.
Article
Google Scholar
Lorenz E N. 1956. Empirical orthogonal functions and statistical weather prediction. In: Scientific Report No. 1 of Statistical Forecast Project. Department of Meteorology, MIT.
Google Scholar
Mann M E. 2011. On long range dependence in global surface temperature series. Climatic Change, 107(3–4): 267–276.
Article
Google Scholar
Mao D H, Wang Z M, Han J X, et al. 2012. Spatio-temporal pattern of net primary productivity and its driven factors in Northeast China in 1982–2010. Scientia Geographica Sinica, 32(9): 1106–1111. (in Chinese)
Google Scholar
Martiny N, Richard Y, Camberlin P. 2005. Interannual persistence effects in vegetation dynamics of semi-arid Africa. Geophysical Research Letters, 32(24), doi: 10.1029/2005GL024634.
Google Scholar
Myneni R B, Keeling C D, Tucker C J, et al. 1997. Increased plant growth in the northern high latitudes from 1981 to 1991. Nature, 386(6626): 698–702.
Article
Google Scholar
North G R, Bell T L, Cahalan R F. 1982. Sampling errors in the estimation of empirical orthogonal functions. Monthly Weather Review, 110(7): 699–706.
Article
Google Scholar
Peng S S, Piao S L, Ciais P, et al. 2013. Asymmetric effects of daytime and night-time warming on Northern Hemisphere vegetation. Nature, 501(7465): 88–92.
Article
Google Scholar
Piao S L, Fang J Y, Zhou L M, et al. 2003. Interannual variations of monthly and seasonal normalized difference vegetation index (NDVI) in China from 1982 to 1999. Journal of Geophysical Research-Atmospheres, 108(D14), 4401, doi: 10.1029/2002JD002848.
Article
Google Scholar
Piao S L, Mohammat A, Fang J Y, et al. 2006. NDVI-based increase in growth of temperate grasslands and its responses to climate changes in China. Global Environmental Change, 16(4): 340–348.
Article
Google Scholar
Potter C S, Brooks V. 1998. Global analysis of empirical relations between annual climate and seasonality of NDVI. International Journal of Remote Sensing, 19(15): 2921–2948.
Article
Google Scholar
Propastin P A, Kappas M W, Herrmann S M, et al. 2012. Modified light use efficiency model for assessment of carbon sequestration in grasslands of Kazakhstan: combining ground biomass data and remote-sensing. International Journal of Remote Sensing, 33(5): 1465–1487.
Article
Google Scholar
Racheva-Iotova B, Samorodnitsky G. 2003. Long range dependence in heavy tailed stochastic processes. In: Rachev S T. Handbook of Heavy Tailed Distributions in Finance. Amsterdam: Elsevier, 641–662.
Chapter
Google Scholar
Ran M, Zhang C J, Feng Z D. 2015. Climatic and hydrological variations during the past 8000 years in northern Xinjiang of China and the associated mechanisms. Quaternary International, 358: 21–34.
Article
Google Scholar
Rienecker M M, Suarez M J, Gelaro R, et al. 2011. MERRA: NASA’s modern-era retrospective analysis for research and applications. Journal of Climate, 24(14): 3624–3648.
Article
Google Scholar
Samorodnitsky G. 2007. Long range dependence. Foundations and Trends® in Stochastic Systems, 1(3): 163–257.
Article
Google Scholar
Schiemann R, Lüthi D, Vidale P L, et al. 2008. The precipitation climate of Central Asia–intercomparison of observational and numerical data sources in a remote semiarid region. International Journal of Climatology, 28(13): 295–314.
Article
Google Scholar
Shen M G, Tang Y H, Chen J, et al. 2011. Influences of temperature and precipitation before the growing season on spring phenology in grasslands of the central and eastern Qinghai-Tibetan Plateau. Agricultural and Forest Meteorology, 151(12): 1711–1722.
Article
Google Scholar
Suo Y X, Wang Z X, Liu C, et al. 2009. Relationship between NDVI and precipitation and temperature in Middle Asia during 1982–2002. Resources Science, 31(8): 1422–1429. (in Chinese)
Google Scholar
Tucker C J, Townshend J R G, Goff T E. 1985. African land-cover classification using satellite data. Science, 227(4685): 369–375.
Article
Google Scholar
United Nations Statistics Division. 2013. Composition of macro geographical (continental) regions, geographical sub-regions, and selected economic and other groupings. United Nations Statistics Division, United States of America. [2011-10-23]. http://unstats.un.org/unsd/methods/m49/m49regin.htm#asia.
Google Scholar
Wang J, Rich P M, Price K P. 2003. Temporal responses of NDVI to precipitation and temperature in the central Great Plains, USA. International Journal of Remote Sensing, 24(11): 2345–2364.
Article
Google Scholar
Wu D H, Zhao X, Liang S L, et al. 2015. Time-lag effects of global vegetation responses to climate change. Global Change Biology, 21(9): 3520–3531.
Article
Google Scholar
Yang W, Yang L, Merchant J W. 1997. An assessment of AVHRR/NDVI-ecoclimatological relations in Nebraska, U.S.A. International Journal of Remote Sensing, 18(10): 2161–2180.
Article
Google Scholar
Yuan X L, Li L H, Chen X, et al. 2015. Effects of precipitation intensity and temperature on NDVI-based grass change over northern China during the Period from 1982 to 2011. Remote Sensing, 7(8): 10164–10183.
Article
Google Scholar
Zhang C, Li C F, Chen X, et al. 2013. A spatial-explicit dynamic vegetation model that couples carbon, water, and nitrogen processes for arid and semi-arid ecosystems. Journal of Arid Land, 5(1): 102–117.
Article
Google Scholar
Zhou L M, Tucker C J, Kaufmann R K, et al. 2001. Variations in northern vegetation activity inferred from satellite data of vegetation index during 1981 to 1999. Journal of Geophysical Research-Atmospheres, 106(D17): 20069–20083.
Article
Google Scholar
Zhou W, Gang C C, Chen Y Z et al. 2014. Grassland coverage inter-annual variation and its coupling relation with hydrothermal factors in China during 1982–2010. Journal of Geographical Sciences, 24(4): 593–611.
Article
Google Scholar