Abstract
In the context of ongoing global warming, understanding the East Asian Summer Monsoon (EASM) dynamics is of great significance for predicting future climate changes. This study reconstructed the mid-Holocene precipitation variations on the basis of pollen data obtained from Taojiacun section in the Luoyang Basin within the Central Plains of China. Our research results show that the region experienced three dry intervals during the data-covering period (~ 8.08 to ~ 4.76 cal. kyr BP): ~8.08 to ~ 7.35, ~ 6.42 to ~ 5.59, and ~ 4.94 to ~ 4.76 cal. kyr BP. The intervened were two wet intervals: ~7.35 to ~ 6.42 and ~ 5.59 to ~ 4.94 cal. kyr BP. The chronological correspondence between drier (wetter) intervals in the Luoyang Basin and warmer (cooler) intervals in the western Tropical Pacific implies that the north-south shifts of the Western Pacific Subtropical High (WPSH), driven by the western Tropical Pacific Sea Surface Temperature (SST), regulated the positions of the EASM-related rain-belt during the data-covering period. We compared the mean annual precipitation (Pann) sequence from Taojiacun section with those from the southern and northern neighboring areas. With a full consideration of chronological uncertainties and sampling resolution differences, it can be generalized that those drier (wetter) intervals in the Luoyang Basin within the Central Plains of China were broadly correspondent with those drier (wetter) intervals expressed in the sequences of the southern neighboring areas (i.e., the middle and lower reaches of the Yangtze River with an addition of the Huai River Basin). It means that the changes in precipitation in the Central Plains was most likely coincident with that in the southern neighboring areas during the data-covering period (~ 8.08 to ~ 4.76 cal. kyr BP).
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Data availability
The datasets generated during and analyzed during the current study are not publicly available but are available from the corresponding author on reasonable request.
Data avxailability
The datasets and material generated during and/or analysed during the current study are available upon request to zijuanyong@163.com on reasonable request.
References
An ZS, Porter SC, Kutzbach JE, Wu XH, Wang SM, Liu XD, Li XQ, Zhou WJ (2000) Asynchronous holocene optimum of the east asian monsoon. Quat Sci Rev 19:743–762. https://doi.org/10.1016/S0277-3791(99)00031-1
Arias PA, Bellouin N, Coppola E, Jones C, Krinner G, Marotzke J, Naik V, Plattner G-K, Rojas M, Sillmann J, Storelvmo T, Thorne PW, Trewin B, Achutarao K, Adhikary B, Armour K, Bala G, Barimalala R, Berger S, Zickfeld K, IPCC (, 2021) Climate Change 2021: the physical science basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge
Birks HJB (1995) Quantitative palaeoenvironmental reconstructions. Statistical modeling of Quaternary Science Data. Quaternary Research Association, Cambridge
Birks HJB, Gordon AD (1985) Numerical methods in quaternary pollen analysis. Academic Press, London
Birks HJB, Line J, Juggins S, Stevenson AC, Braak CT (1990) Diatoms and pH reconstruction. Philos Trans R Soc B-Biol Sci 327(1240):263–278. https://doi.org/10.1098/rstb.1990.0062
Blaauw M, Holliday VT, Gill JL, Nicoll K (2012) Age models and the younger Dryas impact hypothesis. Proc Natl Acad Sci USA 109:E2240. https://doi.org/10.1073/pnas.1206143109
Cao XY, Tian F, Telford RJ, Ni J, Xu QH, Chen FH, Liu XQ, Stebich M, Zhao Y, Herzschuh U (2017) Impacts of the spatial extent of pollen-climate calibration-set on the absolute values, range and trends of reconstructed Holocene precipitation. Quat Sci Rev 178:37–53. https://doi.org/10.1016/j.quascirev.2017.10.030
Cao XY, Tian F, Ding W (2018) Improving the quality of pollen-climate calibration-sets is the primary step for ensuring reliable climate reconstructions. Sci Bull 63:1317–1318. https://doi.org/10.1016/j.scib.2018.09.007
Cao XY, Tian F, Xu QH, Ni J, Herzschuh U (2022) Modern pollen dataset for Asia. Natl Tibetan Plateau/Third Pole Environ Data Cent. https://doi.org/10.11888/Paleoenv.tpdc.272378
Chen W, Wang WM, Dai XR (2009) Holocene vegetation history with implications of human impact in the Lake Chaohu area, Anhui Province, East China. Veg Hist Archaeobot 18:137–146. https://doi.org/10.1007/s00334-008-0173-7
Chen FH, Xu QH, Chen JH, Birks HJB, Liu JB, Zhang SR, Jin LY, An CB, Telford RJ, Cao XY, Wang ZL, Zhang XJ, Selvaraj K, Lu HY, Li YC, Zheng Z, Wang HP, Zhou AF, Dong GH, Zhang JW, Huang XZ, Bloemendal J, Rao ZG (2015) East asian summer monsoon precipitation variability since the last deglaciation. Sci Rep 5:11186. https://doi.org/10.1038/srep11186
Chen JH, Lv FY, Huang XZ, Birks HJB, Telford RJ, Zhang SR, Xu QH, Zhao Y, Wang HP, Zhou AF, Huang W, Liu JB, Wei GY (2017) A novel procedure for pollen-based quantitative paleoclimate reconstructions and its application in China. Sci China Earth Sci 60:2059–2066. https://doi.org/10.1007/s11430-017-9095-1
Chen L, Feng ZD, Ran M, Hui ZC, Li KF, Li HB, Liu C, Zhang YY (2023) The 4.2 ka BP climate event and human activities in Luoyang Basin of Central Plains of China. Chin Sci Bull 68:546–562. https://doi.org/10.1360/TB-2022-0442(in Chinese)
Cook ER, Anchukaitis KJ, Buckley BM, D’Arrigo R, Jacoby GC, Wright W (2010) Asian Monsoon failure and megadrought during the last Millenium. Science 328:486–489. https://doi.org/10.1126/science.1185188
Ding YH, Wang ZY, Sun Y (2008) Inter-decadal variation of the summer precipitation in East China and its association with decreasing asian summer monsoon. Part I: observed evidences. Int J Climatol 28:1139–1161. https://doi.org/10.1002/joc.1615
Ding W, Xu QH, Tarasov PE (2017) Examining bias in pollen-based quantitative climate reconstructions induced by human impact on vegetation in China. Clim Past 13(9):1285–1300. https://doi.org/10.5194/cp-13-1285-2017
Erdtman G (1969) Handbook of Palynology: morphology-Taxonomy-Ecology: an introduction to the study of Pollen grains and spores. Munksgaard, Copenhagen
Faegri K, Iversen J (1989) Textbook of Pollen Analysis, 4th Edition. Faegri K, Kaland PE, Krzywinski K, editors. John Wiley and Sons, New York
Feng ZD, An CB, Tang LY, Jull AJT (2004) Stratigraphic evidence of a Megahumid climate between 10,000 and 4000 years BP in the western part of the chinese Loess Plateau. Glob Planet Change 43:145–155. https://doi.org/10.1016/j.gloplacha.2004.05.001
Fick SE, Hijmans RJ (2017) WorldClim 2: new 1-km spatial resolution climate surfaces for global land areas. Int J Climatol 37:4302–4315. https://doi.org/10.1002/joc.5086
Grimm EC (1991) Tilia and Tiliagraph. Illinois State Museum, Springfield
Herzschuh U, Tarasov P, Wünnemann B, Hartmann K (2004) Holocene vegetation and climate of the Alashan Plateau, NW China, reconstructed from pollen data. Paleogeogr Paleoclimatol Paleoecol 211:1–17. https://doi.org/10.1016/j.palaeo.2004.04.001
Hill MO, Gauch HG (1980) Detrended correspondence analysis: an improved ordination technique. Vegetatio 42:47–58. https://doi.org/10.1007/978-94-009-9197-2_7
Jiang WY, Guo ZT, Sun XJ, Wu HB, Chu GQ, Yuan BY, Hatté C, Guiot J (2006) Reconstruction of climate and vegetation changes of Lake Bayanchagan (Inner Mongolia): Holocene variability of the east asian monsoon. Quat Res 65:411–420. https://doi.org/10.1016/j.yqres.2005.10.007
Juggins S (2012) rioja: Analysis of Quaternary Science Data. version 0.7-3. available at: http://cran.r-project.org/web/packages/rioja/index.html
Koutavas A, Demenocal PB, Olive GC, Lynch-Stieglitz J (2006) Mid-holocene El Nino-Southern Oscillation (ENSO) attenuation revealed by individual foraminifera in eastern Pacific sediments. Geology 34:993–996. https://doi.org/10.1130/G22810A.1
Li JY, Dodson JR, Yan H, Cheng B, Zhang XJ, Xu QH, Ni J, Lu F (2017) Quantitative precipitation estimates for the northeastern Qinghai-Tibetan Plateau over the last 18,000 years. J Geophys Res-Atmos 122:5132–5143. https://doi.org/10.1002/2016JD026333
Li HB, Feng ZD, Zhai QM, Hui ZC, Li KF, Shi TY, Chen L, Liu C, Zhang YY (2023) Climate and environmental changes since the last deglaciation period in the Mianchi Basin from Central Plains of China. Chin Sci Bull 68:1–17. https://doi.org/10.1360/TB-2022-0703(in Chinese)
Liu JB, Shen ZW, Chen W, Chen J, Zhang X, Chen JH, Chen FH (2021) Dipolar mode of precipitation changes between north China and the Yangtze River Valley existed over the entire Holocene: evidence from the sediment record of Nanyi Lake. Int J Climatol 41:1667–1681. https://doi.org/10.1002/joc.6906
Lu FZ, Ma CM, Zhu C, Lu HY, Zhang XJ, Huang KY, Guo TH, Li KF, Li L, Li B, Zhang WQ (2019) Variability of east asian summer monsoon precipitation during the Holocene and possible forcing mechanisms. Clim Dyn 52:969–989. https://doi.org/10.1007/s00382-018-4175-6
Mu HS, Xu QH, Zhang SR, Hun LY, Li MY, Li Y, Hu YN, Xie F (2015) Pollen-based quantitative reconstruction of the paleoclimate during the formation process of Houjiayao Relic Site in Nihewan Basin of China. Quat Sci 374:76–84. https://doi.org/10.1016/j.quaint.2015.02.019(In Chinese)
Nychka D, Furrer R, Paige J, Sain S, Gerber F, Iverson M (2021) Fields: tools for spatial data. version 13.3. Available at: http://cran.r-project.org/web/packages/fields/index.html
Prentice IC (1980) Multidimensional scaling as a research tool in quaternary palynology: a review of theory and methods. Rev Palaeobot Palynology 31:71–104. https://doi.org/10.1016/0034-6667(80)90023-8
Ran M, Feng ZD (2013) Holocene moisture variations across China and driving mechanisms: a synthesis of climatic records. Quat Int 313:179–193. https://doi.org/10.1016/j.quaint.2013.09.034
Rao ZG, Li YX, Zhang JW, Jia GD, Chen FH (2016) Investigating the long-term palaeoclimatic controls on the δD and δ18O of precipitation during the Holocene in the indian and east asian monsoonal regions. Earth-Sci Rev 159:292–305. https://doi.org/10.1016/j.earscirev.2016.06.007
Reimer PJ, Bard E, Bayliss A, Beck JW, Blackwell PG, Ramsey CB, Buck CE, Cheng H, Edwards RL, Friedrich M, Grootes PM, Guilderson TP, Haflidason H, Hajdas I, Hatté C, Heaton TJ, Hoffmann DL, Hogg AG, Hughen KA, Kaiser KF, Kromer B, Manning SW, Niu M, Reimer RW, Richards DA, Scott EM, Southon JR, Staff RA, Turney CSM, van der Plicht J (2013) IntCal13 and Marine13 Radiocarbon Age Calibration curves 0–50,000 years cal BP. Radiocarbon 55:1869–1887. https://doi.org/10.2458/azu_js_rc.55.16947
Rein B, Lückge A, Reinhardt L, Sirocko F, Wolf A, Dullo WC (2005) El Niño variability off Peru during the last 20,000 years. Paleoceanography 20 https://doi.org/10.1029/2004PA001099
Ren XL, Xu JJ, Wang H, Storozum M, Lu P, Mo DW, Li TY, Xiong JG, Kidder TR (2021) Holocene fluctuations in vegetation and human population demonstrate social resilience in the prehistory of the Central Plains of China. Environ Res Lett 16:055030. https://doi.org/10.1088/1748-9326/abdf0a
Shi YF, Kong ZC, Wang SM, Tang LY, Wang FB, Yao TD, Zhao XT, Zhang PY, Shi SH (1994) The climatic fluctuation and important events of Holocene Megathermal in China. Sci China Ser B 37:353–365. http://ir.casnw.net/handle/362004/16216 (in Chinese)
Simpson GL (2012) 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. Dordrecht: Springer Netherlands, pp 495–522
Steig EJ (1999) Mid-Holocene Climate Change. Science 286:1485–1485. https://doi.org/10.1126/SCIENCE.286.5444.1485
Stockmarr J (1971) Tablets with spores used in absolute pollen analysis. Pollen Spores 13:615–621
Stott L, Cannariato K, Thunell R, Haug GH, Koutavas A, Lund S (2004) Decline of surface temperature and salinity in the western tropical Pacific Ocean in the Holocene epoch. Nature 431:56–59. https://doi.org/10.1038/nature02903
Sun J, Ma CM, Cao XY, Zhao Y, Deng YK, Zhao L, Zhu C (2019) Quantitative precipitation reconstruction in the east-central monsoonal China since the late glacial period. Quat Int 521:175–184. https://doi.org/10.1016/j.quaint.2019.05.033
Telford RJ, Trachsel M (2019) palaeoSig: signifcance tests for palaeoenvironmental reconstructions, version 2.0–3. available at: http://cran.r-project.org/web/packages/palaeoSig/index.html
Ter Braak CJF (1994) Canonical community ordination. Part I: Basic theory and linear methods. Ecoscience 1:127–140. https://doi.org/10.1080/11956860.1994.11682237
Ter Braak CJF, Prentice IC (1988) A theory of gradient analysis. Adv Ecol Res 18:271–317. https://doi.org/10.1016/S0065-2504(03)34003-6
Ter Braak CJF, Verdonschot PFM (1995) Canonical correspondence analysis and related multivariate methods in aquatic ecology. Aquat Sci 57:255–289. https://doi.org/10.1007/BF00877430
Tian F, Wang W, Rudaya N, Liu X, Cao XY (2022) Wet mid-late Holocene in central Asia supported prehistoric intercontinental cultural communication: clues from pollen data. Catena 209:105852. https://doi.org/10.1016/j.catena.2021.105852
Wang W (2004) A study of the caused of Cultural Changes in a vast territory of China around 2000BC. Archaeology 01:67–77 (in Chinese)
Wang FX, Qian NF, Zhang YL, Yang HQ (1995) Pollen Flora of China. Science Press, Beijing. (in Chinese)
Wang W, Liu LN, Li YY, Niu ZM, He J, Ma YZ, Mensing SA (2019) Pollen reconstruction and vegetation dynamics of the middle Holocene maximum summer monsoon in northern China. Paleogeogr Paleoclimatol Paleoecol 528:204–217. https://doi.org/10.1016/j.palaeo.2019.05.023
Wen RL, Xiao JL, Fan JW, Zhang SR, Yamagata H (2017) Pollen evidence for a mid-Holocene East Asian summer monsoon maximum in northern China. Quat Sci Rev 176:29–35. https://doi.org/10.1016/j.quascirev.2017.10.008
Wu ZY (1980) Vegetation of China. Science Press, Beijing. (in Chinese)
Xiao JL, Xu QH, Nakamura T, Yang XD, Liang WD, Inouchi Y (2004) Holocene vegetation variation in the Daihai Lake region of north-central China: a direct indication of the asian monsoon climatic history. Quat Sci Rev 23:1669–1679. https://doi.org/10.1016/j.quascirev.2004.01.005
Xie SC, Evershed RP, Huang XY, Zhu ZM, Pancost RD, Meyers PA, Gong LF, Hu CY, Huang JH, Zhang SH, Gu YS, Zhu JY (2013) Concordant monsoon-driven postglacial hydrological changes in peat and stalagmite records and their impacts on prehistoric cultures in central China. Geology 41:827–830. https://doi.org/10.1130/G34318.1
Xu QH, Xiao JL, Li YC, Tian F, Nakagawa T (2010) Pollen-based quantitative Reconstruction of Holocene Climate Changes in the Daihai Lake Area, Inner Mongolia, China. J Clim 23:2856–2868. https://doi.org/10.1175/2009JCL I 3155.1
Yang XD, Wang SM, Tong GB (1996) Character of palynology and changes of monsoon climate over the last 10000 years in Gucheng Lake, Jiangsu Province. Acta Bot Sin 7:576–581. https://doi.org/CNKI:SUN:ZWXB0.1996-07-011 (in Chinese)
Zhang JN, Xia ZK, Zhang XH, Storozum MJ, Huang XZ, Han JY, Xu H, Zhao HT, Cui YF, Dodson J, Dong GH (2018) Early–middle Holocene ecological change and its influence on human subsistence strategies in the Luoyang Basin, north-central China. Quat Res 89:446–458. https://doi.org/10.1017/qua.2017.104
Zhao Y, Yu ZC, Chen FH (2009) Spatial and temporal patterns of Holocene vegetation and climate changes in arid and semi-arid China. Quat Int 194:6–18. https://doi.org/10.1016/j.quaint.2007.12.002
Zhou WJ, Song SH, Burr G, Jull AJT, Lu XF, Yu HG, Cheng P (2007) Is there a time-transgressive Holocene Optimum in the east asian. Monsoon Area? Radiocarbon 49:865–875. https://doi.org/10.1017/S0033822200042739
Zhu C, Ma CM, Zhang WQ, Zheng CG, Tang LY, Lu XF, Liu KX, Chen HZ (2006) Pollen record from Dajiuhu basin of Shennongjia and environmental changes since 15.753 ka BP. Quat Sci 26:814–826. https://doi.org/10.1016/S1872-2040(06)60041-8(in Chinese)
Acknowledgements
Professor Zhang Shengrui of Hebei Normal University did the pollen identification. We thank Mr. Hui Zhengchuang, Mr. Li Hongbin, Mr. Liu Chang, Mr. Zhang Yangyang and Mr. Sun Yuanhao for their assistance.
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This work was supported by sub-project of the National Key R&D Project on “the ancient environment and human-land relationship in the process of the origin of Chinese civilization” (No. 2020YFC1521605).
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Material preparation and data analysis were performed by Liang Chen and Zijuan Yong respectively. The first draft of the manuscript was written by Zijuan Yong and Zhaodong Feng and all authors commented on previous versions of the manuscript.
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Yong, Z., Chen, L. & Feng, Z. Mid-Holocene precipitation variations in the Luoyang Basin within the Central Plains of China: a pollen-based reconstruction. Clim Dyn 61, 5673–5685 (2023). https://doi.org/10.1007/s00382-023-06876-7
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DOI: https://doi.org/10.1007/s00382-023-06876-7