Abstract
In this paper, we analyze the relationships among the tree-ring chronology, meteorological drought (precipitation), agricultural drought (Palmer Drought Severity Index PDSI), hydrological drought (runoff), and agricultural data in the Shanxi province of North China. Correlation analyses indicate that the tree-ring chronology is significantly correlated with all of the drought indices during the main growing season from March to July. Sign test analyses further indicate that the tree-ring chronology shows variation similar to that of the drought indices in both high and low frequencies. Comparisons of the years with narrow tree rings to the severe droughts reflected in all three indices from 1957 to 2008 reveal that the radial growth of the trees in the study region can accurately record the severe drought for which all three indices were in agreement (1972, 1999, 2000, and 2001). Comparisons with the dryness/wetness index indicate that tree-ring growth can properly record the severe droughts in the history. Correlation analyses among agricultural data, tree-ring chronology, and drought indices indicate that the per-unit yield of summer crops is relatively well correlated with the agricultural drought, as indicated by the PDSI. The PDSI is the climatic factor that significantly influences both tree growth and per-unit yield of summer crops in the study region. These results indicate that the PDSI and tree-ring chronology have the potential to be used to monitor and predict the yield of summer crops. Tree-ring chronology is an important tool for drought research and for wider applications in agricultural and hydrological research.
Similar content being viewed by others
References
American Meteorological Society (1997) Meteorological drought—policy statement. Bull Am Meteorol Soc 78:847–849
Bao G, Liu Y, Linderholm HW (2012) April–September mean maximum temperature inferred from Hailar pine (Pinus sylvestris var. mongolica) tree rings in the Hulunbuir region, Inner Mongolia, back to 1868 AD. Palaeogeogr Palaeocl 313–14:162–172
Biondi F, Waikul K (2004) DENDROCLIM2002: A C++ program for statistical calibration of climate signals in tree-ring chronologies. Comput Geosci 30:303–311
Briffa KR, Shishov VV, Melvin TM, Vaganov EA, Grudd H, Hantemirov RM, Eronen M, Naurzbaev MM (2008) Trends in recent temperature and radial tree growth spanning 2000 years across northwest Eurasia. Phil Trans R Soc B 363:2271–2284
Buckley BM, Palakit K, Duangsathaporn K, Sanguantham P, Prasomsin P (2007) Decadal scale droughts over northwestern Thailand over the past 448 years: links to the tropical Pacific and Indian Ocean sectors. Clim Dyn 29:63–71
Cai QF, Liu Y, Song HM, Sun JY (2008) Tree-ring-based reconstruction of the April to September mean temperature since 1826 AD for north-central Shaanxi Province, China. Sci China Ser D 51(8):1099–1106
Chinese National Meteorological Administration (1981) Yearly charts of dryness/wetness in China for the last 500-year period. Chinese Cartographic Publishing House, Beijing [in Chinese]
Cook ER, Kairiukstis LA (eds) (1990) Methods of dendrochronology. Kluwer Academic Publishers, The Netherlands, pp 1–239
Crowley TJ (2000) Causes of climate change over the past 1000 years. Science 289:270–277
D'Arrigo RD, Wilson R, Jacoby G (2006) On the long-term context for late twentieth century warming. J Geophys Res 111. doi:10.1029/2005JD006352
Downing TE, Bakker K (2000) Drought discourse and vulnerability. In: Wilhite DA (ed) Drought: a global assessment, Natural hazards and disasters Series. Routledge Publishers, UK
Esper J, Cook ER, Schweingruber FH (2002) Low frequency signals in long tree-ring chronologies for reconstructing past temperature variability. Science 295:2250–2253
Fan ZX, Bräuning A, Tian QH, Yang B, Cao KF (2010) Tree ring recorded May–August temperature variations since A.D. 1585 in the Gaoligong Mountains, southeastern Tibetan Plateau. Palaeogeogr Palaeoclimatol Palaeoecol 296:94–102
Fang KY, Gou XH, Chen FH, D’Arrigo RD, Li JB (2010) Tree-ring based drought reconstruction for the Guiqing Mountain (China): linkages to the Indian and Pacific Oceans. Int J Climatol 30(8):1137–1145
Fritts HC (1976) Tree rings and climate. Academic Press, New York
Gou XH, Chen FH, Cook ER, Jacoby GC, Yang MX, Li JB (2007) Streamflow variations of the Yellow River over the past 593 years in western China reconstructed from tree rings. Water Resour Res 43. doi:10.1029/2006WR005705
Holmes RL (1983) Computer-assisted quality control in tree-ring dating and measurement. Tree-Ring Bull 43:69–78
Jones PD, Briffa KR, Barnett TP, Tett SFB (1998) High resolution paleoclimatic records for the last millennium: interpretation, and comparison with circulation model control-run temperatures. Holocene 8:455–471
Li BQ (2006) Analysis on the water-resources situation of the upper course of the Fenhe River within Jingle county. Sci Tech Inf Dev Econ 16(3):153–154 [in Chinese]
Li JB, Cook ER, Chen FH, Gou XH, Zhang YX (2007) Drought reconstruction for north central China from tree rings: the value of the Palmer Drought Severity Index. Int J Climatol 27:903–909
Li Q, Nakatsuka T, Kawamura K, Liu Y, Song HM (2011) Hydroclimate variability in the North China Plain and its link with ENSO since 1784 AD: Insights from tree-ring cellulose δ18O. J Geophys Res 116. doi:10.1029/2011JD015987
Liang EY, Shao XM, Liu HY, Eckstein D (2007) Tree-ring based PDSI reconstruction since AD 1842 in the Ortindag Sand Land, east Inner Mongolia. Chin Sci Bull 52(19):2715–2721
Lin JJ, Shen EQ, Liu DX (2012) Climatic characteristics of drought events occurred in late spring and early summer in Gansu Province and its influence on agriculture in the past 58 years. J Arid Meteorol 30(1):77–80 [in Chinese]
Liu WW, An SQ, Liu GS, Guo AH (2004) The farther modification of Palmer drought severity model. Quart J Appl Meteorol 15:207–216 [in Chinese]
Liu Y, Sun JY, Yang YK, Cai QF, Song HM, Shi JF, An ZS, Li XX (2007) Tree-ring-derived precipitation records from Inner Mongolia, China, since A.D.1627. Tree-Ring Res 63(1):3–14
Liu Y, An ZS, Linderholm HW, Chen DL, Song HM, Cai QF, Sun JY, Tian H (2009) Annual temperatures during the last 2485 years in the mid-eastern Tibetan Plateau inferred from tree rings. Sci China Ser D 52(3):348–359
Liu Y, Sun JY, Song HM, Cai QF, Bao G, Li XX (2010) Tree-ring hydrologic reconstructions for the Heihe River watershed, western China since AD 1430. Water Res 44:2781–2793
Liu Y, Lei Y, Sun B, Song HM, Sun JY (2012) Annual precipitation in Liancheng, China, since 1777AD derived from tree rings of Chinese pine (Pinus tabulaeformis Carr.). Int J Biometeorol. doi:10.1007/s00484-012-0618-7
Liu Y, Lei Y, Sun B, Song HM (2013) Annual precipitation variability inferred from tree-ring width chronologies in the Changling–Shoulu region, China, during AD 1853–2007. Dendrochronologia. doi:10.1016/j.dendro.2013.02.001
Lobell DB, Field CB (2007) Global scale climate–crop yield relationships and the impacts of recent warming. Environ Res Lett 2:1–7
Mann ME, Jones PD (2003) Global surface temperatures over the past two millennia. Geophys Res Lett 30(15):1820. doi:10.1029/2003GL017814
Meko DM, Graybill DA (1995) Tree-ring reconstructions of upper Gila River discharge. Water Resour Bull 31:605–615
Mishra AK, Singh VP (2010) A review of drought concepts. J Hydrol 391(1–2):202–216
Mudelsee M (2003) Estimating Pearson’s correlation coefficient with bootstrap confidence interval from serially dependent time series. Math Geol 35:651–665
Palmer WC (1965) Meteorological drought, Weather Bur Res Pap No. 45, Washington, D.C.
Pumijumnong N, Wanyaphet T (2006) Seasonal cambial activity and tree-ring formation of Pinus merkusii and Pinus kesiya in Northern Thailand in dependence on climate. For Ecol Manag 226:279–289
Qian JX, Wang ZH (2008) Trend of spring drought in Shanxi Province and its influence on agriculture. J Nat Disaster 17(4):101–110
Qin C, Yang B, Burchardt I, Hu XL, Kang XC (2010) Intensified pluvial conditions during the twentieth century in the inland Heihe River Basin in arid northwestern China over the past millennium. Global Planet Change 72(3):192–200
Rong YS, Duan LY, Xu M (2007) Drought characteristics and its affecting system in North China in 1972 and 1997. J Hohai Univ 35(6):643–646 [in Chinese]
Shao XM, Huang L, Liu HB, Liang EY, Fang XQ, Wang LL (2005) Reconstruction of precipitation variation from tree rings in recent 1000 years in Delingha, Qinghai. Sci China Ser D 48:939–949
Song HM, Liu Y (2011) PDSI variations at Kongtong Mountain, China, inferred from a 283-year Pinus tabulaeformis ring-width chronology. J Geophys Res 116:D22111. doi:10.1029/2011JD016220
Stokes MA, Smiley TL (1996) An introduction to tree-ring dating. The University of Arizona Press, Tucson, pp 1–73
Sun JY, Liu Y, Sun B, Wang RY (2012) Tree-ring based PDSI reconstruction since 1853 AD in the source of the Fenhe River Basin, Shanxi Province, China. Sci China Ser D 55(11):1847–18548
Tao FL, Yokozawa M, Liu JY, Zhang Z (2008) Climate–crop yield relationships at provincial scales in China and the impacts of recent climate trends. Clim Res 38:83–94
Tian QH, Gou XH, Zhang Y, Peng JF, Wang JS, Chen T (2007) Tree-ring based drought reconstruction (A.D. 1855–2001) for the Qilian Mountains, northwestern China. Tree-Ring Res 63:27–36
Wang XY (2008) Studies on ecology and environment improvement of Fenhe Reservoir and its upstream water sources. China Water Resour 16:44–49 [in Chinese]
Wang LL, Shao XM, Huang L, Liang EY (2005) Tree-ring characteristics of Larix gmelinii and Pinus sylvestris var. mongolica and their response to climate in Mohe, China. Chinese Journal of Plant Ecology 29:380–385 [in Chinese]
Wei J, Zhang QY, Tao SY (2004) Physical causes of the 1999 and 2000 summer severe drought in North China. Chin J Atmos Sci 28(1):125–137 [in Chinese]
Wigley TML, Briffa KR, Jones PD (1984) On the average value of correlated time series with application in dendroclimatology and hydrometeorology. J Clim Appl Meteorol 23:201–213
Woodhouse CA, Meko DM (2002) Introduction to tree-ring-based streamflow reconstructions. Southwest Hydrol 1:14–15
Yang SG, Yang DB, Zhao GX, Fu YP, Wu J (2011) Comparison of three drought indices in drought of Shanxi Province. Plateau Meteorol 30(5):1406–1414 [in Chinese]
Yao YB, Zhang CJ, Deng ZY, Dong AX, Zhang XY, Wei F, Yang JH (2007) Overview of meteorological and agricultural drought indices. Agric Res Arid Areas 25(1):185–189 [in Chinese]
Yuan YJ, Shao XM, Wei WS, Yu SL, Gong Y, Trouet V (2007) The potential to reconstruct Manasi River streamflow in the northern Tien Shan Mountains (NW China). Tree-ring Res 63(2):81–93
Zhang YB, Zheng HM, Long RY, Yang BC (1982) Seasonal cambial activity and formation of phloem and xylem in eight forest tree species grown in North China. Sci Silvae Sin 18:365–379 [in Chinese]
Zhang QB, Cheng GD, Yao TD, Kang XC, Huang JG (2003) A 2326-year tree-ring record of climate variability on the northeastern Qinghai–Tibetan Plateau. Geophys Res Lett 30(14):1739. doi:10.1029/2003GL017425
Zhang Y, Gou XH, Chen FH, Tian QH, Yang ML, Peng JF, Fang KY (2009) A 1232 years tree-ring record of climate variability in the Qilian Mountains, Northwestern China. IAWA J 30:407–420
Zhu HF, Shao XM, Yin ZY, Xu P, Xu Y, Tian H (2011) August temperature variability in the southeastern Tibetan Plateau since AD 1385 inferred from tree rings. Palaeogeogr Palaeoclimatol Palaeoecol 305(1–4):84–92
Zou XK, Zhang Q (2008) Preliminary studies on variations in droughts over China during past 50 Years. J Appl Meteorol Sci 19(6):679–687 [in Chinese]
Zou XK, Zhai P, Zhang Q (2005) Variations in droughts over China: 1951–2003. J Geophys Res 32:L04707. doi:10.1029/2004GL021853
Acknowledgments
We thank Bo Sun, Yanchao Wang, and Renyi He for their great help. This research is supported by grants from the National Basic Research Program of China (No. 2010CB833405), the West Light foundation of Chinese Academy of Sciences, the National Natural Science Foundation of China (No. 41023006, 40901060, 40890051), the fund of the Chinese Academy of Sciences (KZZD-EW-04), and the State Key Laboratory of Loess and Quaternary Geology. This is a Sino–Swedish Tree-Ring Research Center (SISTRR) Contribution (025).
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Sun, J., Liu, Y. Responses of tree-ring growth and crop yield to drought indices in the Shanxi province, North China. Int J Biometeorol 58, 1521–1530 (2014). https://doi.org/10.1007/s00484-013-0757-5
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00484-013-0757-5