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Modern pollen assemblages from human-influenced vegetation in northwestern China and their relationship with vegetation and climate

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Abstract

Modern pollen spectra can improve the interpretation of fossil pollen records used to reconstruct past vegetation, climate and human impacts. It is important, therefore, to carefully examine the relationships between modern pollen spectra, vegetation, climate and human activity. Here, we present the results of an analysis of the pollen spectra of 143 surface pollen samples from farmland, wasteland, desert, steppe/meadow, forest and river valley along a transect from Lanzhou to Urumqi, in northwestern China. The modern pollen assemblages are mainly composed of Amaranthaceae, Artemisia, Poaceae, Asteraceae, Ephedra and Nitraria. The results indicate that in general the surface pollen assemblages of different vegetation types reliably represent the modern vegetation in terms of the composition of the main taxa and the dominant types. Farmland is dominated by cereal-type (≥ 15%) and Amaranthaceae (≥ 20%), while the pollen assemblages of wasteland (i.e. the vegetation immediately surrounding farmland) are mainly composed of Amaranthaceae (≥ 25%), Artemisia (≥ 20%), Poaceae (≥ 10%), Asteraceae (≥ 5%) and Cyperaceae (≥ 5%). Amaranthaceae (≥ 45%) and Ephedra (≥ 10%) are the most important taxa in desert, and Cyperaceae (≥ 35%) and Thalictrum (≥ 2%) are the dominant pollen types in steppe/meadow. Forest and river valley samples are characterized by high frequencies of Picea (≥ 10%) and Cyperaceae (≥ 20%). Both constrained and partial canonical ordination techniques (RDA and partial RDA) of the main pollen types and environmental variables show that the modern pollen spectra are primarily controlled by mean annual precipitation (MAP). Cyperaceae, Thalictrum and Brassicaceae are positively correlated with MAP and negatively correlated with mean July temperature (TJuly), while the representation of certain other types, such as Amaranthaceae, Ephedra and Nitraria, is negatively correlated with MAP and positively correlated with TJuly. The Human Influence Index (HII) is significantly correlated with cereal-type pollen, and it can also differentiate human-influenced and natural vegetation. Our results provide a basis for improving the interpretation of fossil pollen records from arid northwestern China and similar regions.

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(modified from Hou 2001)

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References

  • An Z (1989) Prehistoric agriculture in China. In: Harris DR, Hillman GC (eds) Foraging and farming: the evolution of plant exploitation. Unwin Hyman Press, London, pp 643–649

    Google Scholar 

  • Andersen ST (1970) The relative pollen productivity and pollen representation of North European trees, and correction factors for tree pollen spectra. Geol Surv Den II Ser 96:1–99

    Google Scholar 

  • Andersen ST (1979) Identification of wild Grass and Cereal pollen. Danmarks geologiske Undersøgelse. Årbog 1978:69–92

    Google Scholar 

  • Barton L, Newsome SD, Chen F, Wang H, Guilderson TP, Bettinger RL (2009) Agricultural origins and the isotopic identity of domestication in northern China. Proc Natl Acad Sci USA 106:5,523–5,528

    Article  Google Scholar 

  • Birks HJB (1998) D.G. Frey and E.S. Deevey review 1: numerical tools in palaeolimnology-progress, potentialities, and problems. J Paleolimnol 20:307–332

    Article  Google Scholar 

  • Birks HJB, Heiri O, Seppä H, Bjune AE (2010) Strengths and weaknesses of quantitative climate reconstructions based on late-Quaternary biological proxies. Open Ecol J 3:68–110

    Article  Google Scholar 

  • Birks HJB, Seppä H (2004) Pollen-based reconstruction of late Quaternary climate in Europe-progress, problems, and pitfalls. Acta Palaeobot 44:317–344

    Google Scholar 

  • Bjune AE, Birks HJB, Peglar SM, Odland A (2010) Developing a modern pollen-climate calibration data set for Norway. Boreas 39:674–688

    Article  Google Scholar 

  • Carrión JS (2002) A taphonomic study of modern pollen assemblages from dung and surface sediments in arid environments of Spain. Rev Palaeobot Palynol 120:217–232

    Article  Google Scholar 

  • Chen F, Chen X, Chen J et al (2014) Holocene vegetation history, precipitation changes and Indian summer monsoon evolution documented from sediments of Xingyun Lake, southwest China. J Quat Sci 29:661–674

    Article  Google Scholar 

  • Chen F, Xu Q, Chen J et al (2015) East Asian summer monsoon precipitation variability since the last deglaciation. Sci Rep 5:11,186

    Article  Google Scholar 

  • Chester PI, Raine JI (2001) Pollen and spore keys for quaternary deposits in the Northern Pindos Mountains, Greece. Grana 40:299–387

    Article  Google Scholar 

  • Davis MB (1963) On the theory of pollen analysis. Am J Sci 261:897–912

    Article  Google Scholar 

  • Ding W, Pang R, Xu Q, Li Y, Cao X (2011) Surface pollen assemblages as indicators of human impact in the warm temperature hilly areas of eastern China. Chin Sci Bull 56:996–1,004

    Article  Google Scholar 

  • Ding W, Xu Q, Tarasov PE (2017) Examining bias in pollen-based quantitative climate reconstructions induced by human impact on vegetation. Clim Past 13:1,285–1,300. https://doi.org/10.5194/cp-13-1285-2017

    Article  Google Scholar 

  • Fægri K, Iversen J (1989) Textbook of pollen analysis, 4th edn. Wiley, London

    Google Scholar 

  • Grimm EC (2004) Tilia and Tila graph v.2.0.2. Illinois State Museum, Springfied

    Google Scholar 

  • Herzschuh U, Birks HJB, Mischke S, Zhang C, Böhner J (2010) A modern pollen-climate calibration set based on lake sediments from the Tibetan Plateau and its application to a late Quaternary pollen record from the Qilian Mountains. J Biogeogr 37:752–766

    Article  Google Scholar 

  • Herzschuh U, Kramer A, Mischke S, Zhang C (2009) Quantitative climate and vegetation trends from Koucha Lake pollen spectra. Quat Res 71:162–171

    Article  Google Scholar 

  • Herzschuh U, Kürschner H, Ma Y (2003) The surface pollen and relative pollen production of the desert vegetation of the Alashan Plateau, western Inner Mongolia. Chin Sci Bull 48:1,488–1,493

    Article  Google Scholar 

  • Hou X (2001) Vegetation atlas of China. Science Press, Beijing. (Chinese)

    Google Scholar 

  • Huang X, Chen X, Chen C, Ma Y, Zhou G (2011) Surface pollen assemblage characters of farmland from different altitudes in upper and middle reaches of the Heihe River, arid northwestern China. J Lanzhou Univ (Natur Sci) 47:14–23. (Chinese with English abstract).

    Google Scholar 

  • Jiang W, Guiot J, Chu G, Wu H, Yuan B, Hatté C, Guo Z (2009) An improved methodology of modern analogues technique for palaeoclimate reconstruction in arid and semi-arid regions. Boreas 39:145–153

    Article  Google Scholar 

  • Juggins S, Birks HJB (2012) Quantitative environmental reconstructions from biological data. In: Birks HJB, Lotter AF, Juggins S, Smol JP (eds) Tracking environmental change using lake sediments: data handling and numerical techniques. Developments in paleoenvironmental research. Springer, Dordrecht, vol 5, pp 431–494. https://doi.org/10.1007/978-94-007-2745-8_14

    Chapter  Google Scholar 

  • Li F, Zhao Y, Gaillard M-J, Li H, Sun J, Xu Q (2017) Modern pollen-climate relationships in north Xinjiang, northwestern China: implications for pollen-based reconstruction of Holocene climate. Holocene 27:951–966

    Article  Google Scholar 

  • Li J, Xu Q, Cao X, Tian F, Ding W, Liang J (2014a) Pollen assemblages characteristics of human disturbed vegetation in hilly areas of Shanxi and Hebei Province. J Palaeogeogr 16:227–238. (Chinese with English abstract)

    Google Scholar 

  • Li J, Xu Q, Gaillard-Lemdahl M-J, Seppä H, Li Y, Hun L, Li M (2013) Modern pollen and land-use relationships in the Taihang mountains, Hebei Province, northern China—a first step towards quantitative reconstruction of human-induced land cover changes. Veget Hist Archaeobot 22:463–477

    Article  Google Scholar 

  • Li J, Zhao Y, Xu Q et al (2014b) Human influence as a potential source of bias in pollen-based quantitative climate reconstructions. Quat Sci Rev 99:112–121

    Article  Google Scholar 

  • Li M, Li Y, Xu Q, Pang R, Ding W, Zhang S, He Z (2012) Surface pollen assemblages of human-disturbed vegetation and their relationship with vegetation and climate in Northeast China. Chine Sci Bull 57:535–547

    Article  Google Scholar 

  • Li M, Xu Q, Zhang S, Li Y, Ding W, Li J (2015) Indicator pollen taxa of human-induced and natural vegetation in Northern China. Holocene 25:686–701

    Article  Google Scholar 

  • Li Y, Xu Q, Zhao Y, Yang X, Xiao J, Chen H, Lu X (2005) Pollen indication to source plants in the eastern desert of China. Chin Sci Bull 50:1,632–1,641

    Article  Google Scholar 

  • Li Y, Zhou L, Cui H (2008) Pollen indicators of human activity. Chin Sci Bull 53:1,281–1,293

    Google Scholar 

  • Lin Z, Mo X, Li H, Li H (2002) Comparison of three spatial interpolation methods for climate variables in China. Acta Geogr Sin 57:47–56. (Chinese with English abstract)

    Google Scholar 

  • Liu H, Wang Y, Tian Y, Zhu J, Wang H (2006) Climatic and anthropogenic control of surface pollen assemblages in East Asian steppes. Rev Palaeobot Palynol 138:281–289

    Article  Google Scholar 

  • Liu H, Wei F, Liu K, Zhu J (2008) Determinants of pollen dispersal in the East Asian steppe at different spatial scales. Rev Palaeobot Palynol 149:219–228

    Article  Google Scholar 

  • Lu H, Wu N, Liu K et al (2011) Modern pollen distributions in Qinghai–Tibetan Plateau and the development of transfer functions for reconstructing Holocene environmental changes. Quat Sci Rev 30:947–966

    Article  Google Scholar 

  • Lu H, Zhang J, Liu K et al (2009) Earliest domestication of common millet (Panicum miliaceum) in east Asia extended to 10,000 years ago. Proc Natl Acad Sci USA 106:7,367–7,372

    Article  Google Scholar 

  • Luo C, Zheng Z, Tarasov P, Pan A, Huang K, Beaudouin C, An F (2009) Characteristics of the modern pollen distribution and their relationship to vegetation in the Xinjiang region, northwestern China. Rev Palaeobot Palynol 153:282–295

    Article  Google Scholar 

  • Ma Y, Liu K, Feng Z, Sang Y, Wang W, Sun A (2008) A survey of modern pollen and vegetation along a south-north transect in Mongolia. J Biogeogr 35:1,512–1,532

    Article  Google Scholar 

  • Ma Y, Xu Q, Huang X, Zhou G, Tao S, Sun H (2009) Pollen assemblage characters of human disturbed vegetation in arid area in northwestern China. J Palaeogeogr 11:542–550. (Chinese with English abstract)

    Google Scholar 

  • Ma Q, Zhu L, Lu X et al (2017) Modern pollen assemblages from surface lake sediments and their environmental implications on the southwestern Tibetan Plateau. Boreas 46:242–253

    Article  Google Scholar 

  • Moore PD, Webb JA, Collinson ME (1991) Pollen analysis, 2nd end. Blackwell Scientific Publications, Oxford

    Google Scholar 

  • Opitz S, Zhang C, Herzschuh U, Mischke S (2015) Climate variability on the south-eastern Tibetan Plateau since the late Glacial based on a multiproxy approach from lake Naleng-comparing pollen and non-pollen signals. Quat Sci Rev 115:112–122

    Article  Google Scholar 

  • Overpeck JT, Webb T, Prentice IC (1985) Quantitative interpretation of fossil pollen spectra: dissimilarity coefficients and the method of modern analogs. Quat Res 23:87–108

    Article  Google Scholar 

  • Sanderson EC, Jaiteh M, Levy MA, Redford KH, Wannebo AV, Woolmer G (2002) The human footprint and the last of the wild. Bioscience 52:891–904

    Article  Google Scholar 

  • Seppä H, Birks HJB, Odland A, Poska A, Veski S (2004) A modern pollen-climate calibration set from northern Europe: developing and testing a tool for palaeoclimatological reconstructions. J Biogeogr 31:251–267

    Article  Google Scholar 

  • Shen C, Liu K, Tang L, Overpeck JT (2006) Quantitative relationships between modern pollen rain and climate in the Tibetan Plateau. Rev Palaeobot Palynol 140:61–77

    Article  Google Scholar 

  • Simpson GL (2011) Analogue methods in palaeolimnology. In: Birks HJB, Lotter AF, Juggins S, Smol JP (eds) Tracking environmental change using lake sediments: data handling and numerical techniques. Developments in paleoenvironmental research, vol. 5, pp 495–522. Springer, Dordrecht

    Chapter  Google Scholar 

  • Šmilauer P, Lepš J (2014) Multivariate analysis of ecological data using Canoco 5. Cambridge University Press, Cambridge

    Book  Google Scholar 

  • St. Jacques JM, Cumming BF, Smol JP (2008) A pre-European settlement pollen-climate calibration set for Minnesota, USA: developing tools for palaeoclimatic reconstructions. J Biogeogr 35:306–324

    Google Scholar 

  • St. Jacques JM, Cumming BF, Sauchyn DJ, Smol JP (2015) The bias and signal attenuation present in conventional pollen-based climate reconstructions as assessed by early climate data from Minnesota, USA. PLoS One 10:e0113806

    Article  Google Scholar 

  • Stebich M, Rehfeld K, Schlütz F, Tarasov PE, Liu J, Mingram J (2015) Holocene vegetation and climate dynamics of NE China based on the pollen record from Sihailongwan Maar Lake. Quat Sci Rev 124:275–289

    Article  Google Scholar 

  • Sun A, Feng Z (2013) Holocene climatic reconstructions from the fossil pollen record at Qigai Nuur in the southern Mongolian Plateau. Holocene 23:1,391–1,402

    Article  Google Scholar 

  • Tang L, Shen C, Liu K, Overpeck JT (2000) Changes in South Asian monsoon: new high-resolution paleoclimatic records from Tibet, China. Chin Sci Bull 45:87–91

    Article  Google Scholar 

  • Tang L, Shen C, Li C et al (2009) Pollen-inferred vegetation and environmental changes in the central Tibetan Plateau since 8200 year bp. Sci China Ser D Earth Sci 52:1,104–1,114

    Article  Google Scholar 

  • Tarasov PE, Peyron O, Guiot J et al (1999) Last Glacial Maximum climate of the former Soviet Union and Mongolia reconstructed from pollen and plant macrofossil data. Clim Dyn 15:227–240

    Article  Google Scholar 

  • Ter Braak CJF, Juggins S (1993) Weighted averaging partial least squares regression (WA-PLS): an improved method for reconstructing environmental variables from species assemblages. Hydrobiologia 269–270:485–502

    Article  Google Scholar 

  • Ter Braak CJF, Šmilauer P (2003) Canoco for Windows v.4.5.2. Biometris, Wageningen, The Netherlands

  • Tian F, Cao X, Dallmeyer A, Ni J, Zhao Y, Wang Y, Herzschuh U (2017) Quantitative woody cover reconstructions from eastern continental Asia of the last 22 kyr reveal strong regional peculiarities. Quat Sci Rev 137:33–44

    Article  Google Scholar 

  • Wang X, Li Y, Xu Q, Cao X, Zhang L, Tian F (2009) Pollen assemblages from different agricultural units and their spatial distribution in Anyang area, China. Chin Sci Bull 55:544–554

    Article  Google Scholar 

  • Wang Y, Herzschuh U, Shumilovskikh LS et al (2014) Quantitative reconstruction of precipitation changes on the NE Tibetan Plateau since the Last Glacial Maximum-extending the concept of pollen source area to pollen-based climate reconstructions from large lakes. Clim Past 10:21–39

    Article  Google Scholar 

  • WCS/CIESIN (2005) Last of the wild data version 2: global human influence index (HII). Wildlife Conservation Society (WCS) and Center for International Earth Science Information Network (CIESIN). http://sedac.ciesin.columbia.edu/data/set/wildareas-v2-human-influence-index-geographic

  • Wei H, Ma H, Zheng Z, Pan A, Huang K (2011) Modern pollen assemblages of surface samples and their relationships to vegetation and climate in the northeastern Qinghai–Tibetan Plateau, China. Rev Palaeobot Palynol 163:237–246

    Article  Google Scholar 

  • Wei H, Zhao Y (2016) Surface pollen and its relationships with modern vegetation and climate in the Tianshan Mountains, northwestern China. Veget Hist Archaeobot 25:19–27

    Article  Google Scholar 

  • Wei H, Zheng Z, Ma H et al (2009) Pollen distribution patterns of surface soil sample in Qinghai of China and their relationship with vegetation. Arid Land Geography 32:932–940. (Chinese with English abstract)

    Google Scholar 

  • Wen R, Xiao J, Chang Z, Zhai D, Xu Q, Li Y, Itoh S (2010) Holocene precipitation and temperature variations in the East Asian monsoonal margin from pollen data from Hulun Lake in northeastern Inner Mongolia, China. Boreas 39:262–272

    Article  Google Scholar 

  • Wen R, Xiao J, Ma Y, Feng Z, Li Y, Xu Q (2013) Pollen-climate transfer functions intended for temperature eastern Asia. Quat Int 311:3–11

    Article  Google Scholar 

  • Whittington G, Edwards KJE, Caseldine CJ (1991) Late- and post-glacial pollen-analytical and environmental data from a near-coastal site in north-east Fife, Scotland. Rev Palaeobot Palynol 68:65–85

    Article  Google Scholar 

  • Xinjiang Integrated Expedition and Institute of Botany, Chinese Academy of Sciences (1978) Vegetation in Xinjiang and its use. Science Press, Beijing. (in Chinese)

    Google Scholar 

  • Xu Q, Li Y, Bunting MJ, Tian F, Liu J (2010a) The effects of training set selection on the relationship between pollen assemblages and climate parameters: implications for reconstructing past climate. Palaeogeogr Palaeoclimatol Palaeoecol 289:123–133

    Article  Google Scholar 

  • Xu Q, Xiao J, Li Y, Tian F, Nakagawa T (2010b) Pollen-based quantitative reconstruction of Holocene climate changes in the Daihai Lake area, Inner Mongolia, China. J Clim 23:2,856–2,868

    Article  Google Scholar 

  • Xu Y, Yan S, Jia B, Yang Y (1996) Numerical relationship between the surface spore-pollen and surrounding vegetation on the southern slope of Tianshan Mountains. Arid Land Geography 19:24–30. (Chinese with English Abstract)

    Google Scholar 

  • Yan S, Xu Y (1989) Spore-pollen association in surface soils in the Altay Mountain, Xinjiang. Arid Zone Research 6:26–33. (Chinese with English abstract)

    Google Scholar 

  • Yang Z, Kong Z, Yan S, Ni J, Ma K, Xu Q (2004) Pollen distribution in topsoil along the Daxigou Valley in the headwaters of Urumqi River, the central Tianshan Mountains. Arid Land Geogr 27:543–547. (Chinese with English abstract)

    Google Scholar 

  • Zhang Y, Kong Z, Wang G, Ni J (2010) Anthropogenic and climatic impacts on surface pollen assemblages along a precipitation gradient in North-Eastern China. Glob Ecol Biogeogr 19:621–631

    Google Scholar 

  • Zhao Y, Herzschuh U (2009) Modern pollen representation of source vegetation in the Qaidam Basin and surrounding mountains, North-Eastern Tibetan Plateau. Veget Hist Archaeobot 18:245–260

    Article  Google Scholar 

  • Zhao Y, Li F, Hou Y, Sun J, Zhao W, Tang Y, Li H (2012) Surface pollen and its relationships with modern vegetation and climate on the Loess Plateau and surrounding deserts in China. Rev Palaeobot Palynol 181:47–53

    Article  Google Scholar 

  • Zheng Z, Wei J, Huang K et al (2014) East Asian pollen database: modern pollen distribution and its quantitative relationship with vegetation and climate. J Biogeogr 41:1,819–1,832

    Article  Google Scholar 

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Acknowledgements

We thank the two anonymous reviewers and Marie-José Gaillard for their useful comments and suggestions to improve the quality of this manuscript. We also thank Houyuan Lu for his invaluable help in calculating the climatic variables, Qinghai Xu and Huiling Sun for their assistance with field work, Xiaojian Zhang for plotting the annual precipitation and temperature graph, and Jan Bloemendal for improving the English. This research was funded by NSFC projects (Grant Nos. 41171168, 41571182 and 40730103) and the independent Project of the State Key Laboratory of Frozen Soil Engineering (Grant SKLFSE-ZQ-42).

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Huang, X., Chen, X. & Du, X. Modern pollen assemblages from human-influenced vegetation in northwestern China and their relationship with vegetation and climate. Veget Hist Archaeobot 27, 767–780 (2018). https://doi.org/10.1007/s00334-018-0672-0

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