Skip to main content

Advertisement

Log in

Drivers of phenology shifts and their effect on productivity in northern grassland of China during 1984–2017—evidence from long-term observational data

  • Original Paper
  • Published:
International Journal of Biometeorology Aims and scope Submit manuscript

Abstract

Plant phenology under changing climate is a critical factor controlling terrestrial vegetation productivity. However, large uncertainties exist due to different data sources and phenological parameter extraction methods. In this study, we took advantage of a suite of long-term field observational data in northern grassland of China to investigate the drivers of phenological shifts and their effect on the maximum aboveground net primary productivity (ANPPmax) across four representative grassland types during 1984–2017. Results showed that drivers of phenological events (i.e., start (SOS), end (EOS), and length (GSL) of the growing season) with warming influence dramatically differed among grassland types, indicating that the synergistic effect of temperature and precipitation should be highlighted. For temperate desert steppe and alpine meadow, GSL of dominant species was both significantly lengthened with temperature rising with averaged 0.94 days year−1 (P < 0.001) and 1.15 days year−1 (P < 0.001), respectively, while for typical temperate grassland, GSL was considerably shortened by an average of 0.58 days year−1 (P < 0.01) as a result of water deficit caused by sharp warming and precipitation decreasing in summer and autumn. For most grassland types in our study, both SOS and GSL were significantly correlated with ANPPmax under different precipitation gradients with SOS advanced and GSL extended leading to higher ANPPmax. Only the typical temperate grassland presents a relatively poor correlation between phenological events and productivity. Furthermore, compared with GSL, ANPPmax was more sensitive to the advancement of SOS for every 1-day phenological change. However, the effect of EOS on ANPPmax across the four grassland types was much weaker and unstable. There were spatial response differences between ANPPmax and phenological transition events, with the temperate meadow grassland tending to be more sensitive compared with three other grassland types.

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

  • Badeck FW, Bondeau A, Bottcher K, Doktor D, Lucht W, Schaber J, Sitch S (2004) Responses of spring phenology to climate change. New Phytol 162(2):295–309

    Google Scholar 

  • Bai YF, Chen SP (2018) Carbon sequestration of Chinese grassland ecosystems: stock, rate and potential. J Plant Ecol 42(3):261–264

    Google Scholar 

  • Beaubien EG, Freeland HJ (2000) Spring phenology trends in Alberta, Canada: links to ocean temperature. Int J Biometeorol 44:53–59

    CAS  Google Scholar 

  • Carrara A, Kowalski AS, Neirynck J, Janssens IA, Yuste JC, Ceulemans R (2003) Net ecosystem CO2 exchange of mixed forest in Belgium over 5 years. Agric For Meteorol 119:209–227

    Google Scholar 

  • Chen WJ, Black TA, Yang PC et al (1999) Effects of climatic variability on the annual carbon sequestration by a boreal aspen forest. Glob Chang Biol 5:41–53

    CAS  Google Scholar 

  • Chen XQ, Hu B, Yu R et al (2005) Spatial and temporal variation of phenological growing season and climate change impacts in temperate eastern China. Glob Chang Biol 11(7):1118–1130

    Google Scholar 

  • Chmielewski FM, Rotzer T (2001) Response of tree phenology to climate change across Europe. Agric For Meteorol 108:101–112

    Google Scholar 

  • Churkina G, Schimel D, Braswell BH, Xiao XM (2005). Spatial analysis of growing season length control over net ecosystem exchange. Glob Change Biol 11:1777–1787

  • Cong N, Wang T, Nan HJ et al (2013) Changes in satellite-derived spring vegetation green-up date and its linkage to climate in China from 1982 to 2010: a multimethod analysis. Glob Chang Biol 19(3):881–891

    Google Scholar 

  • Dunn AL, Barford CC, Wofsy SC et al (2007) A long-term record of carbon exchange in a boreal black spruce forest: means, response to interannual variability, and decadal trends. Glob Chang Biol 13:577–590

    Google Scholar 

  • Falge E, Baldocchi D, Tenhunen J, Aubinet M, Bakwin P, Berbigier P, Bernhofer C, Burba G, Clement R, Davis KJ, Elbers JA, Goldstein AH, Grelle A, Granier A, Guðmundsson J, Hollinger D, Kowalski AS, Katul G, Law BE, Malhi Y, Meyers T, Monson RK, Munger JW, Oechel W, Paw U KT, Pilegaard K, Rannik Ü, Rebmann C, Suyker A, Valentini R, Wilson K, Wofsy S (2002) Seasonality of ecosystem respiration and gross primary production as derived from FLUXNET measurements. Agric For Meteorol 113:53–74

    Google Scholar 

  • Gao YM (2018) Effect of climate change on the phenological phase of herbs in meadow grassland of Tongliao City, Inner Mongolia. Pratacul Sci 25(2):423–433

    Google Scholar 

  • Garrity SR, Bohrer G, Maurer KD, Mueller KL, Vogel CS, Curtis PS (2011) A comparison of multiple phenology data sources for estimating seasonal transitions in deciduous forest carbon exchange. Agric For Meteorol 151(12):1741–1752

    Google Scholar 

  • Ge QS, Wang HJ, Rutishauser T et al (2015) Phenological response to climate change in China: a meta-analysis. Glob Chang Biol 21(1):265–274

    Google Scholar 

  • Gu L, Post WM, Baldocchi D, Black TA, Verma SB, Vesala T, Wofsy SC (2003) Phenology of vegetation photosynthesis. In: Schwartz MD (Ed) Phenology: an integrative environmental science. Kluwer, Dordrecht, The Netherlands pp 467–485

  • Gu L, Post WM, Baldocchi DD, Black TA, Suyker AE, Verma SB, Vesala T, Wofsy SC (2009) Characterizing the seasonal dynamics of plant community photosynthesis across a range of vegetation types. In: Noormets A (ed) Phenology of ecosystem process. Springer, New York, pp 35–38

    Google Scholar 

  • Gu RY, Zhou WC, Bai ML et al (2012) Impacts of climate change on phenological phase of herb in the main grassland in Inner Mongolia. Acta Ecol Sin 32(3):767–776

    Google Scholar 

  • Keeling CD, Chin JFS, Whorf TP (1996) Increased activity of northern vegetation in inferred from atmospheric CO2measurements. Nature 382:146–149

    CAS  Google Scholar 

  • Keenan TF, Gray J, Friedl MA, Toomey M, Bohrer G, Hollinger DY, Munger JW, O’Keefe J, Schmid HP, Wing IS, Yang B, Richardson AD (2014) Net carbon uptake has increased through warming-induced changes in temperate forest phenology. Nat Clim Chang 4(7):598–604

    CAS  Google Scholar 

  • Li XZ, Han GD (2013) Response of grass growing season to meteorological change in eastern Inner Mongolia grassland. Chinese Journal of Ecology 32(4):987–992

  • Li XZ, Guo CY, Han GD (2013a) Impacts of climate change on phonological phases of dominant grass species in the desert steppe in Inner Mongolia. Ecol Environ Sci 22(1):50–57

  • Li XZ, Han GD, Guo CY (2013b) Impacts of climate change on dominant pasture growing season in Central Inner Mongolia. Acta Ecol Sin 33(13):4146–4155

  • Lieth H (1974) Purposes of a phenology book. In: Lieth H (ed) Phenology and seasonal modeling. Springer-Verlag, New York, pp 3–19

    Google Scholar 

  • Ma XF, Chen SY, Deng J (2016) Vegetation phenology dynamics and its response to climate change on the TibetanPlateau. Acta Prataculturae Sin 25(1):13–21

  • Miller-Rushing AJ, Primack RB, Primack D, Mukunda S (2006) Photographs and herbarium specimens as tools to document phenological changes in response to global warming. Am J Bot 93:1667–1674

  • Miller-Rushing AJ, Primack RB (2008) Global warming and flowering times in Thoreau’s concord: a community perspective. Ecology. 89(2):332–341

    Google Scholar 

  • Min QL, Lin B (2006) Determination of spring onset and growing season leaf development using satellite measurements. Remote Sens Environ 104:96–102

    Google Scholar 

  • Myneni RB, Keeling CD, Tucker CJ et al (1997) Increased plant growth in the northern high latitudes from 1981 to 1991. Nature 386:698–702

    CAS  Google Scholar 

  • Ni J (2004) Forage yield-based carbon storage in grasslands of China. Clim Change 67(2 /3):237–246

  • Niemand C, Kostner B, Prasse H et al (2005) Relating tree phenology with annual carbon fluxes at Tharandt forest. Meteorol Z 14:197–202

    Google Scholar 

  • Piao SL, Fang JY, Ji W et al (2004) Variations in a satellite-based vegetation index in relation to climate in China. J Veg Sci 15:219–226

    Google Scholar 

  • Piao SL, Fang JY, Zhou LM et al (2006) Variations in satellite-derived phenology in China’s temperate vegetation. Glob Chang Biol 12:672–685

    Google Scholar 

  • Piao SL, Friedlingstein P, Demarty J et al (2007) Growing season extension and its impact on terrestrial carbon cycle in the northern hemisphere over the past 2 decades. Glob Biogeochem Cycles 21(3):1–10

    Google Scholar 

  • Piao SL, Ciais P, Friedlingstein P et al (2008) Net carbon dioxide losses of northern ecosystems in response to autumn warming. Nature 451:49–52

    CAS  Google Scholar 

  • Piao SL, Cui MD, Chen AP et al (2011) 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

  • Piao SL, Nan HJ, Huntingford C et al (2014) Evidence for a weaking relationship between interannual temperature variability and northern vegetation activity. Nat Commun 5:5018. https://doi.org/10.1038/ncomms6018

    Article  CAS  Google Scholar 

  • Randerson JT, Field CB, Fung IY et al (1999) Increases in early season ecosystem uptake explain recent changes in the seasonal cycle of atmospheric CO2 at high northern latitudes. Geophys Res Lett 26:2765–2768

    CAS  Google Scholar 

  • Richardson AD, O’Keefe J (2009) Phenological differences between understory and overstory: a case study using the long-term Harvard Forest records. In: Phenology of ecosystem processes. Springer, New York, pp 87–117

    Google Scholar 

  • Richardson AD, Hollinger DY, Dail DB et al (2009) Influence of spring phenology on seasonal and annual carbon balance in two contrasting New England forests. Tree Physiol 29(3):321–331

    CAS  Google Scholar 

  • Richardson AD, Andy Black T, Ciais P, Delbart N, Friedl MA, Gobron N, Hollinger DY, Kutsch WL, Longdoz B, Luyssaert S, Migliavacca M, Montagnani L, William Munger J, Moors E, Piao S, Rebmann C, Reichstein M, Saigusa N, Tomelleri E, Vargas R, Varlagin A (2010) Influence of spring and autumn phenological transitions on forest ecosystem productivity. Philos Trans R Soc Lond Ser B Biol Sci 365(1555):3227–3246

    Google Scholar 

  • Schwartz MD (1998) Green-wave phenology. Nature 394:839–840

    CAS  Google Scholar 

  • Schwartz MD (1999) Advancing to full bloom: planning phenological research for the 21st century. Int J Biometeorol 42:113–118

    Google Scholar 

  • Schwartz MD, Ahas R, Aasa A (2006) Onset of spring starting earlier across the Northern Hemisphere. Glob Change Biol 12:343–351

  • Shi GH, Ji XL, Chen SH (2017) Effects of climate change on phenophase and yield of Cleistogenes squarrosa in Xilinguole typical grassland. Chin J Grassland 39(1):42–49

    Google Scholar 

  • Tucker CJ, Slayback D, 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

  • Urbanski S, Barford C, Wofsy S et al (2007) Factors controlling CO2 exchange on timescales from hourly to decadal at Harvard Forest. J Geophys Res 112:G02020

    Google Scholar 

  • Visser ME, Caro SP et al (2010) Phenology, seasonal timing and circannual rhythms: towards a unified framework. Philos Trans R Soc Lond Ser B Biol Sci 365(1555):3113–3127

    CAS  Google Scholar 

  • Wang LX, Chen HL, Li Q et al (2010) Research advances in plant phenology and climate. Acta Ecol Sin 30(2):447–454

  • White MA, Running SW, Thornton PE (1999) The impact of growing-season length variability on carbon assimilation and evapotranspiration over 88 years in the eastern US deciduous forest. Int J Biometeorol 42:139–145

    CAS  Google Scholar 

  • White MA, de Beurs KM, Didan K et al (2009) Intercomparison, interpretation, and assessment of spring phenology in North America estimated from remote sensing for 1982-2006. Glob Chang Biol 15(10):2335–2359

    Google Scholar 

  • Zhai J, Yuan FH, Wu JB (2015) Research progress on vegetation phenological changes. Chin J Ecol 34(11):3237–3243

  • Zhang G, Zhang Y et al (2013) Green-up dates in the Tibetan Plateau have continuously advanced from 1982 to 2011. Proc Natl Acad Sci U S A 110(11):4309–4314

    CAS  Google Scholar 

  • Zhao JJ, Liu LY (2012) Effects of phenological change on ecosystem productivity of temperate deciduous broadleaved forests in North America. Chin J Plant Ecol 36(5):363–371

    Google Scholar 

  • Zhao XY, Wan WY, Wang WJ (2016) Impact of climate change on potential productivity and phenological phase of forage in the Qinghai-Tibet Plateau in the past 50 years. Chin J Eco-Agric 24(4):532–543

  • Zhao GS, Shi PL, Zong N et al (2017) Declining precipitation enhances the effect of warming on phonological variation in a semiarid Tibetan meadow steppe. J Res Ecol 8(1):50–56

    Google Scholar 

  • Zheng JY, Ge QS, Hao ZX (2002) The effect of climate change on plant phenology in late 40 years in China. Sci Bull 47(20):1582–1587

    Google Scholar 

  • Zhou LM, Tucker CJ, Kaufmann RK et al (2001) Variations in northern vegetation activity inferred from satellite data of vegetation index during 1981 to 1999. J Geophys Res 106:20069–20083

    Google Scholar 

Download references

Funding

This study was supported by the National Natural Science Foundation of China (NO. 31700421).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Lingling Xu.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

ESM 1

(DOCX 22.1 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Xu, L., Zhang, X., Wang, Y. et al. Drivers of phenology shifts and their effect on productivity in northern grassland of China during 1984–2017—evidence from long-term observational data. Int J Biometeorol 65, 527–539 (2021). https://doi.org/10.1007/s00484-020-02046-0

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00484-020-02046-0

Keywords

Navigation