Skip to main content
Log in

Assessing vegetation response to climatic variations and human activities: spatiotemporal NDVI variations in the Hexi Corridor and surrounding areas from 2000 to 2010

  • Original Paper
  • Published:
Theoretical and Applied Climatology Aims and scope Submit manuscript

Abstract

Vegetation cover is a commonly used indicator for evaluating terrestrial environmental conditions, and for revealing environmental evolution and transitions. Spatiotemporal variations in the vegetation cover of the Hexi Corridor and surrounding areas from 2000 to 2010 were investigated using MODIS NDVI data, and the causes of vegetation cover changes were analyzed, considering both climatic variability and human activities. The vegetation cover of the study area increased during 2000–2010. The greenness of the vegetation showed a significant increase from the northwest to the southeast, which was similar to the spatial distribution of the annual precipitation. Variations in vegetation have a close relationship with those in precipitation within the Qilian Mountains region, but the NDVI is negatively correlated with precipitation in oasis areas. Increasing temperatures led to drought, inhibiting vegetation growth in summer; however, increasing temperatures may have also advanced and prolonged the growing periods in spring and autumn. The NDVI showed a slight degradation in March and July, primarily in the Qilian Mountains, and especially the Wushao Mountains. In March, due to low temperatures, the metabolism rate of vegetation was too slow to enable strong plant growth in high elevations of the Qilian Mountains. In July, increasing temperatures enhanced the intensity of transpiration and decreasing precipitation reduced the moisture available to plants, producing a slight degradation of vegetation in the Qilian Mountains. In May and August, the NDVI showed a significant improvement, primarily in the artificial oases and the Qilian Mountains. Abundant precipitation provided the necessary water for plant growth, and suitable temperatures increased the efficiency of photosynthesis, resulting in a significant improvement of vegetation in the Qilian Mountains. The improvement of production technologies, especially in irrigation, has been beneficial to the growth of vegetation in oasis areas. The implementation of large-scale vegetation management has led to several beneficial effects in the artificial oases and grasslands of the Qilian Mountains.

Graphical abstract

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7

Similar content being viewed by others

References

  • Angert A, Biraud S, Bonfils C, Henning CC, Buermann W, Pinzon J, Tucker CJ, Fung I (2005) Drier summers cancel out the co2 uptake enhancement induced by warmer springs. Proc Natl Acad Sci U S A 102(31):10823–10827

    Article  Google Scholar 

  • Bannari A, Morin D, Bonn F, Huete A (1995) A review of vegetation indices. Remote Sens Rev 13(1–2):95–120

    Article  Google Scholar 

  • Braswell BH, Schimel DS, Linder E, Moore B (1997) The response of global terrestrial ecosystems to interannual temperature variability. Science 238:870–872

    Article  Google Scholar 

  • Cai H, Yang X, Xu X (2015) Human-induced grassland degradation/restoration in the central tibetan plateau: the effects of ecological protection and restoration projects. Ecol Eng 83(83):112–119

    Article  Google Scholar 

  • Cao S, Chen L, Shankman D, Wang C, Wang X, Zhang H (2011) Excessive reliance on afforestation in China’s arid and semi-arid regions: lessons in ecological restoration. Earth Sci Rev 104(4):240–245

    Article  Google Scholar 

  • Carter CA, Zhong F, Zhu J (2012) Advances in Chinese agriculture and its global implications. Appl Econ Perspect Policy 34(1):1–36

    Article  Google Scholar 

  • Chen YN, Li Z, Fan YT, Wang HJ, Deng HJ (2015) Progress and prospects of climate change impacts on hydrology in the arid region of northwest China. Environ Res 139:11–19

    Article  Google Scholar 

  • Cleland EE, Chuine I, Menzel A, Mooney HA, Schwartz MD (2007) Shifting plant phenology in response to global change. Trends Ecol Evol 22(7):357–365

    Article  Google Scholar 

  • Cramer W, Bondeau A, Woodward FI, Prentice IC, Betts RA, Brovkin V, Cox PM, Fisher V, Foley JA, Friend AD (2001) Global response of terrestrial ecosystem structure and function to CO2 and climate change: results from six dynamic global vegetation models. Glob Chang Biol 7(4):357–373

    Article  Google Scholar 

  • Cudennec C, Leduc C, Koutsoyiannis D (2007) Dryland hydrology in Mediterranean regions—a review. Hydrol Sci J 52(6):1077–1087

    Article  Google Scholar 

  • Evans J, Geerken R (2004) Discrimination between climate and human-induced dryland degradation. J Arid Environ 57(4):535–554

    Article  Google Scholar 

  • Fensholt R, Proud SR (2012) Evaluation of earth observation based global long term vegetation trends-comparing Gimms and Modis global Ndvi time series. Remote Sens Environ 119:131–147

    Article  Google Scholar 

  • Fernández RJ (2002) Do humans create deserts? Trends Ecol Evol 17(1):6–7

    Article  Google Scholar 

  • Fracheboud Y, Luquez V, Bjőorkén L, Sjőodin A, Tuominen H, Jansson S (2009) The control of autumn senescence in European aspen. Plant Physiol 149:1982–1991

    Article  Google Scholar 

  • Geerken R, Ilaiwi M (2004) Assessment of rangeland degradation and development of a strategy for rehabilitation. Remote Sens Environ 90(4):490–504

    Article  Google Scholar 

  • Goetz SJ, Bunn AG, Fiske GJ, Houghton RA (2005) Satellite observed photosynthetic trends across boreal North America associated with climate and fire disturbance. Proc Natl Acad Sci U S A 102:13521–13525

    Article  Google Scholar 

  • Guan Q, Guan WQ, Yang J, Zhao SL, Pan BT, Wang L, Song N, Lu M, Li FC (2016) Spatial and temporal changes in desertification in the southern region of the Tengger Desert from 1973 to 2009. Theor Appl Climatol:1–16

  • Guan Q, Sun X, Yang J, Pan B, Zhao S, Wang L (2017) Dust storms in northern china: long-term spatiotemporal characteristics and climate controls. J Clim 30(17):6683–6700

    Article  Google Scholar 

  • Hao F, Zhang X, Ouyang W, Skidmore AK, Toxopeus A (2012) Vegetation NDVI linked to temperature and precipitation in the upper catchments of Yellow River. Environ Model Assess 17(4):389–398

    Article  Google Scholar 

  • Hu MQ, Mao F, Sun H, Huo 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

    Article  Google Scholar 

  • Huete A, Didan K, Miura T, Rodriguez EP, Gao X, Ferreira LG (2002) Overview of the radiometric and biophysical performance of the MODIS vegetation indices. Remote Sens Environ 83:195–213

    Article  Google Scholar 

  • Huo Z, Feng S, Kang S, Li W, Chen S (2008) Effect of climate changes and water-related human activities on annual stream flows of the Shiyang river basin in arid north-west China. Hydrol Process 22(16):3155–3167

    Article  Google Scholar 

  • Jeong SJ, Ho CH, Gim HJ, Brown ME (2011) Phenology shifts at start vs. end of growing season in temperate vegetation over the northern hemisphere for the period 1982-2008. Glob Chang Biol 17(7):2385–2399

    Article  Google Scholar 

  • Jia L, Shang H, Hu G, Menenti M (2011) Phenological response of vegetation to upstream river flow in the Heihe Rive basin by time series analysis of MODIS data. Hydrol Earth Syst Sci 15(3):1047–1064

    Article  Google Scholar 

  • Jing WL, Yang YP, Feng M, Yue XF, Du J, Xu GM, Chang ZB, Zhao XD (2015) Monthly mean temperature data set of 1km grid in China. Glob Chang Sci Res Data Publ Syst. https://doi.org/10.3974/geodb.2015.01.02.V1

  • Jobbagy EG, Sala OE, Paruelo JM (2002) Patterns and controls of primary production in the Patagonian steppe: a remote sensing approach. Ecology 83:307–319

    Google Scholar 

  • Li A, Wu J, Huang J (2012) Distinguishing between human-induced and climate-driven vegetation changes: a critical application of RESTREND in inner Mongolia. Landsc Ecol 27(7):969–982.2

    Article  Google Scholar 

  • Li XL, Gao J, Brierley G, Qiao YM, Zhang J, Yang YW (2013) Rangeland degradation on the qinghai-tibet plateau: implications for rehabilitation. Land Degrad Dev 24(1):72–80

    Article  Google Scholar 

  • Liu JX, Li ZG, Zhang XP, Li R, Liu XC, Zhang HY (2013) Responses of vegetation cover to the grain for green program and their driving forces in the He-long region of the middle reaches of the yellow river. J Arid Land 5(4):511–520

    Article  Google Scholar 

  • Liu X, Zhu X, Li S, Liu Y, Pan Y (2015) Changes in growing season vegetation and their associated driving forces in china during 2001–2012. Remote Sens 7(11):15517–15535

    Article  Google Scholar 

  • Los SO, Collatz GJ, Bounoua L, Sellers PJ, Tucker CJ (2001) Global interannual variations in sea surface temperature and land surface vegetation, air temperature, and precipitation. J Clim 14:1535–1549

    Article  Google Scholar 

  • Mao DH, Wang ZM, Luo L, Ren CY (2012) Integrating AVHRR and MODIS data to monitor NDVI changes and their relationships with climatic parameters in Northeast China. Int J Appl Earth Obs Geoinf 18(1):528–536

    Article  Google Scholar 

  • Myneni RB, Tucker CJ, Asar G et al (1998) Interannual variations in satellite-sensed vegetation index data from 1981 to 1991. J Geophys Res Atmos 103(6):6145–6160

    Article  Google Scholar 

  • Peng S, Chen A, Xu L, Cao C, Fang J, Myneni RB, Pinzon JE, Tucker CJ (2011) Recent change of vegetation growth trend in China. Environ Res Lett 6:4027–4029

    Article  Google Scholar 

  • Peng J, Liu Z, Liu Y, Wu J, Han Y (2012) Trend analysis of vegetation dynamics in Qinghai-Tibet plateau using Hurs exponent. Ecol Indic 14:28–39

    Article  Google Scholar 

  • Piao SL, Fang JY, Ji W, Guo QH, Ke JH, Tao S (2004) Variation in a satellite-based vegetation index in relation to climate in China. J Veg Sci 15:219–226

    Article  Google Scholar 

  • Piao SL, Mohammat A, Fang JY (2006) NDVI-based increase in growth of temperate grasslands and its responses to climate changes in China. Glob Environ Chang 16:340–348

    Article  Google Scholar 

  • Qu B, Zhu W, Jia S, Lv A (2015) Spatio-temporal changes in vegetation activity and its driving factors during the growing season in China from 1982 to 2011. Remote Sens 7(10):13729–13752

    Article  Google Scholar 

  • Raynolds MK, Comiso JC, Walker DA, Verbyla D (2008) Relationship between satellite-derived land surface temperatures, arctic vegetation types, and ndvi. Remote Sens Environ 112(4):1884–1894

    Article  Google Scholar 

  • Ren J, Liu HY, Yin Y, He JS (2007) Drivers of greening trend across vertically distributed biomes in temperate arid Asia. Geophys Res Lett 34:L07707

    Article  Google Scholar 

  • Seemann JR (1989) Light adaptation/acclimation of photosynthesis and the regulation of ribulose-1, 5-bisphosphate cayboxylase activity in sun and shade plants. Plant Physiol 91:379–386

    Article  Google Scholar 

  • Shen Z, Cao J, Arimoto R, Han Z, Zhang R, Han Y, Liu S, Okuda T, Nakao S, Tanaka S (2009) Ionic composition of TSP and PM2.5 during dust storms and air pollution episodes at Xi’an, China. Atmos Environ 43:2911–2918

    Article  Google Scholar 

  • Shi YF, Shen YP, Kang E, Li DL, Ding YJ, Zhang GW, Hu RJ (2007) Recent and future climate change in northwest China. Clim Chang 80:379–393

    Article  Google Scholar 

  • Shi C, Sun G, Zhang H, Xiao B, Ze B, Zhang N, Wu N (2014) Effects of warming on chlorophyll degradation and carbohydrate accumulation of alpine herbaceous species during plant senescence on the Tibetan plateau. PLoS One 9:107874

    Article  Google Scholar 

  • Stow D, Daeschner S, Hope A, Douglas D, Petersen A, Myneni R, Zhou L, Oechel W (2003) Variability of the seasonally integrated normalized difference vegetation index across the north slope of Alaska in the 1990s. Int J Remote Sens 24(5):1111–1117

    Article  Google Scholar 

  • Sun WY, Song XY, Mu XM, Gao P, Wang W, Zhao GJ (2015) Spatiotemporal vegetation cover variations associated with climate change and ecological restoration in the loess plateau. Agric For Meteorol 209-210:87–99

    Article  Google Scholar 

  • Telesca L, Lasaponara R (2005) Discriminating dynamical patterns in burned and unburned vegetational covers by using spot-vgt ndvi data. Geophys Res Lett 32(21):1–4

    Article  Google Scholar 

  • Tian H, Cao C, Chen W, Bao S, Yang B, Myneni RB (2015) Response of vegetation activity dynamic to climatic change and ecological restoration programs in Inner Mongolia from 2000 to 2012. Ecol Eng 82(4):276–289

    Article  Google Scholar 

  • Vicente-Serrano SM, Lasanta T, Romo A (2005) Analysis of spatiotemporal evolution of vegetation cover in the Spanish central Pyrenees: role of human management. Environ Manag 34(6):802–81843

    Article  Google Scholar 

  • Walther GR, Post E, Convey P, Menzel A, Parmesan C, Beebee TJC, Fromentin JM, Hoegh-Guldberg O, Bairlein F (2002) Ecological responses to recent climate change. Nature 416:389–395

    Article  Google Scholar 

  • Wang G, Innes JL, Lei J, Dai S, Wu SW (2007) China’s forestry reforms. Science 318:1556–1557

    Article  Google Scholar 

  • Wang J, Wang KL, Zhang MY, Zhang CH (2015) Impacts of climate change and human activities on vegetation cover in hilly southern China. Ecol Eng 81:451–461

    Article  Google Scholar 

  • Wen Z, Wu S, Chen J, Lü M (2017) Ndvi indicated long-term interannual changes in vegetation activities and their responses to climatic and anthropogenic factors in the three gorges reservoir region, China. Sci Total Environ 574:947–959

    Article  Google Scholar 

  • Xin Z, Xu J, Zheng W (2008) Spatiotemporal variations of vegetation cover on the Chinese loess plateau (1981-2006): impacts of climate changes and human activities. Sci China Ser D Earth Sci 51(1):67–78

    Article  Google Scholar 

  • Xu L, Myneni R, Chapin Iii F, Callaghan T, Pinzon J, Tucker C, Zhu Z, Bi J, Ciais P, Tømervik H (2013) Temperature and vegetation seasonality diminishment over northern lands. Nat Clim Chang 3:581–586

    Article  Google Scholar 

  • Yu FF, Price KP, Ellis J, Shi PJ (2003) Response of seasonal vegetation development to climatic variations in eastern central Asia. Remote Sens Environ 87:42–54

    Article  Google Scholar 

  • Zhang JY, Dong WJ, Fu CB, Wu LY (2003) The influence of vegetation cover on summer precipitation in China: a statistical analysis of NDVI and climate data. Adv Atmos Sci 20:1002–1006

    Article  Google Scholar 

  • Zhao WZ, Xiao HL, Liu ZM, Li J (2005) Soil degradation and restoration as affected by land use change in the semiarid Bashang area, northern China. Catena 59:173–186

    Article  Google Scholar 

  • Zhao WZ, Hu GL, Zhang ZH, He ZB (2008) Shielding effect of oasis-protection systems composed of various forms of wind break on sand fixation in an arid region: a case study in the Hexi corridor, northwest China. Ecol Eng 33:119–125

    Article  Google Scholar 

  • Zhou XM (2001) Kobresia meadow of China. Science Press, Beijing (in Chinese)

    Google Scholar 

  • Zhou L, Tucker CJ, Kaufmann RK, Slayback D, Shabanov NV, Myneni RB (2001) Variations in northern vegetation activity inferred from satellite data of vegetation index during 1981-1999. J Geophys Res Atmos 106(17):20069–20083

    Article  Google Scholar 

  • Zhou H, Zhao X, Tang Y, Gu S, Zhou L (2005) Alpine grassland degradation and its control in the source region of the Yangtze and Yellow Rivers, China. Grassl Sci 51(3):191–203

    Article  Google Scholar 

  • Zhou S, Huang YF, Yu BF, Wang GQ (2015a) Effects of human activities on the eco-environment in the middle Heihe River basin based on an extended environmental Kuznets curve model. Ecol Eng 76:14–26

    Article  Google Scholar 

  • Zhou W, Gang CC, Zhou FC, Li JL, Dong XG, Zhao CZ (2015b) Quantitative assessment of the individual contribution of climate and human factors to desertification in northwest China using net primary productivity as an indicator. Ecol Indic 48:560–569

    Article  Google Scholar 

Download references

Acknowledgments

We would like to express our sincere gratitude to the editors and reviewers, who have put considerable time and effort into their comments on this paper. We are grateful to the professional editing service (Elsevier Language Editing Services) for improving the language in our manuscript. This work was supported by the National Natural Science Foundation of China (Grant No. 41671188).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Qingyu Guan.

Electronic supplementary material

ESM 1

(DOCX 138 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Guan, Q., Yang, L., Guan, W. et al. Assessing vegetation response to climatic variations and human activities: spatiotemporal NDVI variations in the Hexi Corridor and surrounding areas from 2000 to 2010. Theor Appl Climatol 135, 1179–1193 (2019). https://doi.org/10.1007/s00704-018-2437-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00704-018-2437-1

Navigation