Abstract
The increased rate of annual temperature in the Qinghai-Tibetan Plateau exceeded all other areas of the same latitude in recent decades. The influence of the warming climate on the alpine ecosystem of the plateau was distinct. An analysis of alpine vegetation under changes in climatic conditions was conducted in this study. This was done through an examination of vegetation greenness and its relationship with climate variability using the Advanced Very High Resolution Radiometer satellite imagery and climate datasets. Vegetation in the plateau experienced a positive trend in greenness, with 18.0 % of the vegetated areas exhibiting significantly positive trends, which were primarily located in the eastern and southwestern parts of the plateau. In grasslands, 25.8 % of meadows and 14.1 % of steppes exhibited significant upward trends. In contrast, the broadleaf forests experienced a trend of degradation. Temperature, particularly summer temperature, was the primary factor promoting the vegetation growth in the plateau. The wetter and warmer climate in the east contributed to the favorable conditions for vegetation. The alpine meadow was mostly sensitive to temperature, while the steppes were sensitive to both temperature and precipitation. Although a warming climate was expected to be beneficial to vegetation growth in the alpine region, the rising temperature coupled with reduced precipitation in the south did not favor vegetation growth due to low humidity and poor soil moisture conditions.
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References
Academician of Chinese Academy of Sciences (2001) 1:1000,000 vegetation atlas of China. Science Press, Beijing (in Chinese)
Anyamba A, Tucker CJ (2005) Analysis of Sahelian vegetation dynamics using NOAA–AVHRR NDVI data from 1981–2003. J Arid Environ 63:596–614
Beck PSA, Goetz SJ (2011) Satellite observations of high northern latitude vegetation productivity changes between 1982 and 2008: ecological variability and regional differences. Environ Res Lett 6:045501–045511
Braswell BH, Schimel DS, Linder E, Moore B (1997) The response of global terrestrial to ecosystems interannual temperature variability. Science 238:870–872
Chen H, Zhu Q, Wu N, Wang YF, Peng CH (2011) Delayed spring phenology on the Tibetan Plateau may also be attributable to other factors than winter and spring warming. Proc Natl Acad Sci USA 108:19
Christensen TR, Johansson T, Akerman HJ, Mastepanov M (2004) Thawing sub-arctic permafrost: effects on vegetation and methane emissions. Geophys Res Lett 31:L04501
de Jong R, Verbesselt J, Schaepman M, De Bruin S (2012) Trend changes in global greening and browning: contribution of short-term trends to longer-term change. Glob Change Biol 18:642–655
Ding MJ, Zhang YL, Liu LS, Zhang W, Wang ZF, Bai WQ (2007) The relationship between NDVI and precipitation on the Tibetan Plateau. J Geogr Sci 17(3):260–268
Du J (2001) Temperature change of the Tibetan Plateau during the last four decades. Acta Geogr Sin 56(6):682–690 (in Chinese)
Fan Q, Sha Z, Cao G, Cao S (2005) Assessment of ecology and environments on climate changing of Qinghai-Tibetan Plateau. J Salt Lake Res 13(1):12–18 (in Chinese)
Farrar TJ, Nicholson SE, Lare AR (1994) The influence of soil type on the relationships between NDVI, rainfall and soil moisture in semiarid Botswana II. NDVI response to soil moisture. Remote Sens Environ 50:121–133
Fensholt R, Langanke T, Rasmussen K, Reenberg A, Prince SD (2012) Greenness in semi-arid areas across the globe 1981–2007—an earth observing satellite based analysis of trends and drivers. Remote Sens Environ 121:144–158
Fu X, Zheng D (2000) Population growth and sustainable development in the Qinghai-Tibet Plateau. Resour Sci 22:22–29 (in Chinese)
Gao Q, Wang CW, Li Y, Wan Y (2006) Remote sensing monitoring of grassland degradation and eco-functional regionalization in Northern Tibet. Climatic Press, Beijing (in Chinese)
Gao QZ, Wan YF, Xu HM, Li Y, Wang-zha JC, Almaz B (2010) Alpine grassland degradation index and its response to recent climate variability in Northern Tibet, China. Quat Int 226:143–150
Gong DY, Ho CH (2003) Detection of large-scale climate signals in spring vegetation index (normalized difference vegetation index) over the Northern Hemisphere. J Geophys Res 108(D16):4498
Herrmann SM, Anyamba A, Tucker CJ (2005) Recent trends in vegetation dynamics in the African Sahel and their relationship to climate. Glob Environ Change 15:394–404
Holben BN (1986) Characteristics of maximum-value composite images from temporal AVHRR data. Int J Remote Sens 7(11):1417–1434
Hou Y, Zhang J, He Y (2005) Intra and inter-annual variation patterns of NDVI in Tibet based on AVHRR remote sensing data. Chin J Ecol 24:1273–1276 (in Chinese)
Hu MQ, Mao F, Sun H, Hou YY (2011) Study of normalized difference vegetation index variation and its correlation with climate factors in the three-river-source region. Int J Appl Earth Obs Geoinf 13:24–33
IPCC (2007) Climate change 2007: impacts, adaptation, and vulnerability contribution of working group II to the fourth assessment report of the intergovernment panel on climate change. In: Parry ML, Canziani OF, Palutikof JP, van der Linden PJ, Hanson CE (eds) Cambridge University Press, Cambridge
Ji L, Peters AJ (2005) Lag and seasonality considerations in evaluating AVHRR NDVI response to precipitation. Photogramm Eng Remote Sens 71:1053–1061
Kawabata A, Ichii K, Yamaguchi Y (2001) Global monitoring of interannual changes in vegetation activities using NDVI and its relationships to temperature and precipitation. Int J Remote Sens 22:1377–1382
Knapp AK, Smith MD (2001) Variation among biomes in temporal dynamics of aboveground primary production. Science 291:481–484
Lane DR, Coffin DP, Lauenroth WK (1998) Effects of soil texture and precipitation on above-ground net primary productivity and vegetation structure across the central grassland region of the United States. J Veg Sci 9:239–250
Liang S, Chen J, Jin X, Wan L, Gong B (2007) Regularity of vegetation coverage changes in the Tibetan Plateau over the last 21 years. Adv Earth Sci 22:33–40 (in Chinese)
Lin ZY, Zhao XY (1996) Spatial characteristics of changes in temperature and precipitation of the Qinghai-Xizang (Tibet) Plateau. Sci China (Ser D) 39(4):254–258
Liu XD, Chen BD (2000) Climatic warming in the Tibetan Plateau during recent decades. Int J Climatol 20:1729–1742
Liu XD, Yin ZY, Shao XM, Qin NS (2006) Temporal trends and variability of daily maximum and minimum extreme temperature events, and growing season length over the eastern and central Tibetan Plateau during 1961–2003. J Geophys Res 111(D19):l9109–l9119
Lucht W, Prentice IC, Myneni RB, Sitch S, Friedlingstein P, Cramer W, Bousquet P, Buermann W, Smith B (2002) Climatic control of the high-latitude vegetation greening trend and Pinatubo effect. Science 296(31):1687–1689
Miao CY, Yang L, Chen XH, Gao Y (2012) The vegetation cover dynamics (1982–2006) in different erosion regions of the Yellow River Basin, China. Land Degrad Dev 23:62–71
Miller DJ (2005) The Tibetan steppe. In: Suttie JM, Reynolds SG, Batello C (eds) Grasslands of the world: plant production and protection series no. 34. Food and Agricultural Organization of the United Nation, Rome, pp 305–342
Myneni RB, Keeling CD, Tucker CJ (1997) Increased plant growth in the northern high latitudes from 1981 to 1991. Nature 386:698–702
Neigh CSR, Tucker CJ, Townshend JRG (2007) Synchronous NDVI and surface temperature trends in Newfoundland: 1982–2003. Int J Remote Sens 28:2581–2598
Neigh CSR, Tucker CJ, Townshend JRG (2008) North American vegetation dynamics observed with multi-resolution satellite data. Remote Sens Environ 112:1749–1772
Nemani RR, Keeling CD, Hashimoto H, Jolly WM, Piper SC, Tucker CJ, Myneni RB, Running SW (2003) Climate-driven increases in global terrestrial net primary production from 1982 to 1999. Science 300:1560–1563
Nicholson SE, Farrar TJ (1994) The influence of soil type on the relationships between NDVI, rainfall, and soil moisture in semiarid Botswana I. NDVI response to rainfall. Remote Sens Environ 50:107–120
Paruelo JM, Lauenroth WK (1995) Regional patterns of normalized difference vegetation index in North American shrublands and grasslands. Ecology 76(6):1888–1898
Peng J, Liu ZH, Liu YH, Wu JS, Han YN (2012) Trend analysis of vegetation dynamics in Qinghai-Tibet Plateau using Hurst exponent. Ecol Indic 14:28–39
Piao SL, Fang JY, He JS (2006) Variations in vegetation net primary production in the Qinghai-Xizang Plateau, China, from 1982 to 1999. Clim Change 74:253–267
Piao SL, Wang XH, Ciais P, Zhu B, Wang T, Liu J (2011a) Changes in satellite-derived vegetation growth trend in temperate and boreal Eurasia from 1982 to 2006. Global Change Biol 17:3228–3239
Piao SL, Cui MD, Chen AP, Wang XH, Ciais P, Liu J, Tang YH (2011b) Altitude and temperature dependence of change in the spring vegetation green-up date from 1982 to 2006 in the Qinghai-Xizang Plateau. Agric For Meteorol 151:1599–1608
Qian J, Wang G, Ding YJ, Liu SY (2006) The land ecological evolutional patterns in the source areas of the Yangtze and Yellow Rivers in the past 15 years, China. Environ Monit Assess 116:137–156
Richard Y, Poccard I (1998) A statistical study of NDVI sensitivity to seasonal and interannual rainfall variations in South Africa. Int J Remote Sens 19:2907–2920
Rienecker MM, Suarez MJ, Gelaro R, Todling R, Bacmeister J, Liu E et al (2011) Merra: NASA’s modern-era retrospective analysis for research and applications. J Clim 24:3624–3648
Rouse JW, Hass RH, Schell JA, Deering DW (1973) Monitoring vegetation systems in the Great Plains with ERTS. In: Proceedings of third earth resources technology satellite-1 symposium (C), vol 351. NASA SP, Greenbelt, pp 309–317
Shen M, Sun ZZ, Wang SP, Zhang GX, Kong WD, Chen AP, Piao SL (2013) No evidence of continuously advanced green-up dates in the Tibetan Plateau over the last decade. Proc Natl Acad Sci USA 110:26
Slayback DA, Pinzon JE, Los SO, Tucker CJ (2003) Northern hemisphere photosynthetic trends 1982–99. Glob Change Biol 9:1–15
Song X, Yang GX, Yan CZ, Duan HC, Liu GY, Zhu YL (2009) Driving force behind land use and cover change in the Qinghai-Tibetan Plateau: a case study of the source region of the Yellow River, Qinghai Province, China. Environ Earth Sci 59:793–801
Stow DA, Hope A, McGuire D, Verbyla D, Gamon J, Huemmrich F et al (2004) Remote sensing of vegetation and land cover change in Arctic tundra ecosystems. Remote Sens Environ 89:281–308
Suzuki R, Tanaka S, Yasunari T (2000) Relationships between meridional profiles of satellite-derived vegetation index (NDVI) and climate over Siberia. Int J Climatol 20:955–967
Tucker CJ, Slayback DA, Pinzon JE, Los SO, Myneni RB, Taylor MG (2001) Higher northern latitude normalized difference vegetation index and growing season trends from 1982 to 1999. Int J Biometeorol 45:184–190
Tucker CJ, Pinzon JE, Brown ME, Slayback DA, Pak EW, Mahoney R, Vermote E, Saleous NE (2005) An extended AVHRR 8-km NDVI dataset compatible with MODIS and SPOT vegetation NDVI data. Int J Remote Sens 26(20):4485–5598
Wang J, Price KP, Rich PM (2001) Spatial patterns of NDVI in response to precipitation and temperature in the central Great Plains. Int J Remote Sens 22(18):3827–3844
Wang J, Rich PM, Price KP (2003) Temporal response of NDVI to precipitation and temperature in the central Great Plains, USA. Int J Remote Sens 24(11):2345–2364
Wang B, Bao Q, Hoskins B, Wu GX, Liu YM (2008a) Tibetan Plateau warming and precipitation change in East Asia. Geophys Res Lett 35:L14702
Wang GX, Li YS, Wang YB, Wu QB (2008b) Effects of permafrost thawing on vegetation and soil carbon pool losses on the Qinghai-Tibet Plateau, China. Geoderma 143:143–152
Wang LW, Wei YX, Niu Z (2008c) Spatial and temporal variations of vegetation in Qinghai Province based on satellite data. J Geogr Sci 18:73–84
Wang H, Zhou XL, Wan CG, Fu H, Zhang F, Ren JZ (2008d) Eco-environmental degradation in the northeastern margin of the Qinghai-Tibetan Plateau and comprehensive ecological protection planning. Environ Geol 55:1135–1147
Wang GX, Bai W, Li N, Hu HC (2011) Climate changes and its impact on tundra ecosystem in Qinghai-Tibet Plateau, China. Clim Change 106:463–482
Wang K, Zhang L, Qiu YB, Ji L, Tian F, Wang CZ, Wang ZY (2013) Snow effects on alpine vegetation in the Qinghai-Tibetan Plateau. Int J Digit Earth. doi:10.1080/17538947.2013.848946
Wu SH, Yin YH, Zheng D, Yang YQ (2005) Climate changes in the Tibetan Plateau during the last three decades. Acta Geogr Sin 60(1):3–10 (in Chinese)
Xiao J, Moody A (2005) Geographical distribution of global greening trends and their climatic correlates: 1982–1998. Int J Remote Sens 26(11):2371–2390
Xu WX, Liu XD (2007) Response of vegetation in the Qinghai-Tibet Plate to global warming. Chin Geogr Sci 17:151–159
Xu ZX, Gong TL, Li JY (2008) Decadal trend of climate in the Tibetan Plateau-regional temperature and precipitation. Hydrol Process 22(16):3056–3065
Xu WX, Gu S, Zhao XQ, Xiao JS, Tang YH, Fang JY, Zhang J, Jiang S (2011) High positive correlation between soil temperature and NDVI from 1982 to 2006 in alpine meadow of the Three-River Source Region on the Qinghai-Tibetan Plateau. Int J Appl Earth Obs 13:528–535
Yang YH, Piao SL (2006) Variations in grassland vegetation cover in relation to climatic factors on the Tibetan Plateau. J Plant Ecol 30:1–8 (in Chinese)
Yang JP, Ding YJ, Chen RS (2005) NDVI reflection of alpine vegetation in the source regions of the Yangtze and Yellow Rivers. Acta Geogr Sin 60:467–478 (in Chinese)
Yang B, Tang LY, Li CH, Shao YJ, Tao SC, Yang LQ (2010) An ice-core record of vegetation and climate changes in the central Tibetan Plateau during the last 550 years. Chin Sci Bull 55(12):1169–1177
Yi SH, Zhou ZY (2011) Increasing contamination might have delayed spring phenology on the Tibetan Plateau. Proc Natl Acad Sci USA 108:19
Yu S, Liu J, Yuan J (2010) Vegetation change of Yamzho Yumco Basin in southern Tibet based on SPOT-VGT NDVI. Spectrosc Spectr Anal 30:1570–1574 (in Chinese)
Zhang JH, Yao FM, Zheng LY, Yang LM (2007) Evaluation of grassland dynamics in the Northern-Tibet Plateau of China using remote sensing and climate data. Sensors 7:3312–3328
Zhang L, Guo HD, Ji L, Lei LP, Wang CZ, Yan DM, Li B, Li J (2013a) Vegetation greenness trend (2000–2009) and the climate controls in the Qinghai-Tibetan Plateau. J Appl Remote Sens 7(1):073572
Zhang GL, Zhang YJ, Dong JW, Xiao XM (2013b) Green-up dates in the Tibetan Plateau have continuously advanced from 1982 to 2011. Proc Natl Acad Sci USA 110(10):4309–4314
Zhao SQ (1994) Geography of China: environment, resources, population and development. Wiley, New York
Zheng D (1996) The system of physico-geographical regions of the Qinghai-Tibet (Xizang) Plateau. Sci China (Ser D) 39(4):410–417
Zhong L, Ma YM, Salama MS, Su ZB (2010) Assessment of vegetation dynamics and their response to variations in precipitation and temperature in the Tibetan Plateau. Clim Change 103:519–535
Zhou L, Tucker CJ, Kaufman RK, Slayback DA, Shabanov NV, Myneni RB (2001) Variations in northern vegetation activity inferred from satellite data of vegetation index during 1981 to 1999. J Geophys Res 106:20069–20083
Zhu Y, Peng G, Wang Z, Ran C, Zhang Z, Li D, Liu J, Chen B, Ren Q (2010) Temporal and spatial changes of vegetation in Linzhi area based on MODIS-NDVI. Geogr Geo Inf Sci 26:58–62 (in Chinese)
Acknowledgments
The study was supported by the National Natural Science Foundation of China (Grant No. 41271372) and the International Cooperation and Exchanges NSFC (Grant No. 41120114001). The work by Lei Ji was performed under US Geological Survey contract G13PC00028. We acknowledge the Global Modeling and Assimilation Office (GMAO) and the GES DISC for dissemination of MERRA. We would like to thank the anonymous reviewers for their valuable comments on improving the manuscript.
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Zhang, L., Guo, H., Wang, C. et al. The long-term trends (1982–2006) in vegetation greenness of the alpine ecosystem in the Qinghai-Tibetan Plateau. Environ Earth Sci 72, 1827–1841 (2014). https://doi.org/10.1007/s12665-014-3092-1
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Keywords
- Climate change
- GIMMS AVHRR
- Meadows
- NDVI
- Steppes