Abstract
On the basis of the daily precipitation and mean temperature data of 583 meteorological stations, and AVHRR GIMMS NDVI materials from 1982 to 2006, the NDVI (annual maximum NDVI), annual precipitation and annual accumulated temperature above 10℃ (AT10) of grassland in vegetation regionalizations were obtained in China. Then the Mann-Kendall test and linear trend analysis were applied into the trend analysis of NDVI, precipitation and AT10 on per-pixel and vegetation regionalization scales respectively. And the correlation analysis and binary linear regression analysis were used to study the relation between NDVI and precipitation and AT10. The result showed that the NDVI of grassland was increasing significantly in the subtropical broadleaf evergreen forest regionalization, while the precipitation and AT10 were decreasing. And the NDVI of grassland are positive related to the precipitation and AT10 in temperate steppe and desert regionalization. The NDVI, precipitation and AT10 of grassland were increasing in Qinghai-Tibet plateau alpine vegetation regionalization. However, the NDVI-precipitation correlation and NDVI-AT10 correlation were negative and positive respectively.
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References
Knapp, A.K., Smith, M.D.: Variation among biomes in temporal dynamics of aboveground primary production. Science 291, 481–484 (2001)
Nemani, R.R., Keeling, C.D., Hashimoto, H.: Climate-driven increases in global terrestrial net primary production from 1982 to 1999. Science 300, 1560–1563 (2003)
Weltzin, J.F., Loik, M.E., Schwinning, S.: Assessing the response of terrestrial ecosystems to potential changes in precipitation. Bioscience 53, 941–952 (2003)
Wang, J., Meng, J.J., Cai, Y.J.: Assessing vegetation dynamics impacted by climate change in the southwestern karst region of China with AVHRR NDVI and AVHRR NPP time-series. Environment Geology 54, 1185–1195 (2008)
Zhou, L., Tucker, C.J., Kaufmann, R.K., Slayback, D.A., Shabanov, N.V., Myneni, R.B.: Variations in northern vegetation activity inferred from satellite data of vegetation index during 1981 to 1999. Journal of Geophysical Research 106(17), 20069–20083 (2001)
Wang, J., Rich, P.M., Price, K.P.: Temporal responses of NDVI to precipitation and temperature in the central Great Plains, USA. International Journal of Remote Sensing 11(24), 2345–2364 (2003)
Beck, P.S.A., Atzberger, C., Høgda, K.A.: Improved monitoring of vegetation dynamics at very high latitudes, A new method using MODIS NDVI. Remote Sensing of Environment 100, 321–336 (2006)
Mao, D.H., Wang, Z.M., Luo, L., Ren, C.Y.: Integrating AVHRR and MODIS data to monitor NDVI changes and their relationships with climatic parameters in Northeast China. International Journal of Applied Earth Observation and Geoinformation 18, 528–536 (2011)
Qian, W.H., Lin, X.: Regional trends in recent temperature indices in China. Climate Research 27, 119–134 (2004)
Qian, W.H., Lin, X.: Regional trends in recent precipitation indices in China. Meteorology and Atmospheric Physics 90, 193–207 (2005)
Ren, G.Y., Guo, J., Xu, M., Chu, Z., Zhang, L., Zou, X., Li, Q., Liu, X.: Climate changes of China’s mainland over the past half century. Acta Meteorological Sinica 63, 942–956 (2005)
Piao, S.L., Ciais, P., Huang, Y., Shen, Z., Peng, S., Li, J., Zhou, L., et al.: The impacts of climate change on water resources and agriculture in China. Nature 467, 43–51 (2010)
Xu, X., Du, Y., Tang, J.P., Wang, Y.: Variations of temperature and precipitation extremes in recent two decades over China. Atmospheric Research 101, 143–154 (2011)
Schultz, P.A., Halpert, M.S.: Global analysis of the relationship among a vegetation index, precipitation and land-surface temperature. International Journal of Remote Sensing 16(15), 2755–2777 (1995)
Ji, L., Peters, A.J.: A spatial regression procedure for evaluating the relationship between AVHRR-NDVI and climate in the northern Great Plains. International Journal of Remote Sensing 25(2), 297–311 (2004)
Xiao, J., Moody, A.: Photosynthetic activity of US biomes: responses to the spatial variability and seasonality of precipitation and temperature. Global Change Biology 10, 437–451 (2004)
Dong, J.W., Liu, J.Y., Tao, F.L., Xu, X.L., Wang, J.B.: Spatio-temporal changes in annual accumulated temperature in China and the effects on cropping systems 1980s to 2000. Climate Research 40, 37–48 (2009)
Phipps, R.H., Rosemary, J.F., Crofts, F.C.: Relationships between the productions of forage maize and accumulated temperature, ontario heat units and solar radiation. Agricultural Meteorology 14(1-2), 385–397 (1974)
Bartholomew, P.W., Williams, R.D.: Cool-season grass development response to accumulated temperature under a range of temperature regimes. Crop Science 45(2), 529–534 (2005)
Walsh, S.J., Crawford, T.W., Welsh, W.F., Crews-Meyer, K.A.: A multi-scale analysis of LULC and NDVI variation in Nang Rong district, northeast Thailand. Agriculture, Ecosystems & Environment 85, 47–64 (2001)
Zhan, Z.Z., Liu, H.B., Li, H.M., Wu, W., Zhong, B.: The Relationship between NDVI and Terrain Factors –A Case Study of Chongqing. Procedia Environmental Sciences 12, 765–771 (2012)
Tucker, C.J., Pinzon, J.E., Brown, M.E., Slayback, D.A., Pak, E.W., Mahoney, R., Vermote, E.F., Saleous, N.E.: An extended AVHRR 8-km NDVI dataset compatible with MODIS and SPOT vegetation NDVI data. International Journal of Remote Sensing 26(20), 4485–4498 (2005)
Holben, B.N.: Characteristics of maximum-value composite images from temporal AVHRR data. International Journal of Remote Sensing 7(11), 1417–1434 (1986)
Kahya, E., Kalayci, S.: Trend analysis of stream-flow in Turkey. Journal of Hydrology 289(1-4), 128–144 (2004)
Ludwig, W., Serrat, P., Cesmat, L., Garcia-Esteves, J.: Evaluating the impact of the recent temperature increaseon the hydrology of the Tet River (Southern France). Journal of Hydrology 289, 204–221 (2004)
Xu, Z.X., Gong, T.L., Li, J.Y.: Decadal trend of climate in the Tibetan Plateau-regional temperature and precipitation. Hydrological Processes 22, 3056–3065 (2008)
Pouliot, D., Latifovic, R., Olthof, I.: Trends in vegetation NDVI from 1 km AVHRR data over Canada for the period 1985–2006. International Journal of Remote Sensing 30(1), 149–168 (2009)
Runnstrom, M.C.: Is northern China winning the battle against desertification? Satellite remote sensing as a tool to study biomass trends on the Ordos plateau in semiarid China. Ambio 29, 468–476 (2000)
Zhong, D.C., Qu, J.J.: Recent developmental trend and prediction of sand deserts in China. Journal of Arid Environments 53, 317–329 (2003)
Fang, J.Y., Piao, S.L., He, J.S., Ma, W.H.: Increasing terrestrial vegetation activity in China, 1982-1999. Science in China (Ser. C) 47, 229–240 (2004)
Jia, G.S., Epstein, H.E., Walker, D.A.: Spatial characteristics of AVHRR-NDVI along latitudinal transects in northern Alaska. Journal of Vegetation Science 13, 315–326 (2002)
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Liu, S., Yan, D., Shi, X., Wang, G., Yuan, Z., Yin, J. (2013). Grassland NDVI Response to Climate Factors in Different Vegetation Regionalizations in China. In: Bian, F., Xie, Y., Cui, X., Zeng, Y. (eds) Geo-Informatics in Resource Management and Sustainable Ecosystem. GRMSE 2013. Communications in Computer and Information Science, vol 399. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-41908-9_38
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DOI: https://doi.org/10.1007/978-3-642-41908-9_38
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