Abstract
The mechanisms of abrupt seasonal temperature changes and warming (cooling) hiatuses remain unclear. Clarifying how they respond to various influencing factors is critically important to understanding their mechanisms. In this study, the influencing factors to which the abrupt changes in Tav, Tnav, and Txav were most sensitive followed the order of (AGG and CO2) > SR > WS > AMO > PDO > MEI > AO > AP > RH. Seasonal Tav had the greatest sensitivity to all influencing factors, followed by seasonal Tav and lastly by seasonal Txav. An abrupt temperature change occurred when AGG, AMO, or SR increased continuously to a certain value, when PDO was in a positive phase (warm phase) and increased continuously to a certain value, when MEI changed abruptly, when WS and RH continued to decline for a certain time and reached a certain tendency rate, or when AP continued to decline for a certain time and reached a certain value. During the period before and after the warming (cooling) hiatuses, the temperature at most of the stations only had a significant relationship with a few influencing factors, and the hiatuses in seasonal Tav, Tnav, and Txav were overall most sensitive to changes in WS, followed by changes in RH and lastly by changes in AP. The occurrence of warming (cooling) hiatuses was highly consistent with the variation trend of some influencing factors, which to some extent affected the warming (cooling) hiatuses. Abrupt seasonal temperature changes/warming (cooling) hiatuses are the combined effects of multiple influencing factors.
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References
Ammann CM, Joos F, Schimel DS, Otto-Bliesner BL, Tomas RA (2007) Solar influence on climate during the past millennium: results from transient simulations with the NCAR climate system model. Proc Natl Acad Sci 104:3713–3718
Andrews T (2014) Using an AGCM to diagnose historical effective radiative forcing and mechanisms of recent decadal climate change. J Clim 27:1193–1209
Banholzer S, Donner S (2014) The influence of different El Niño types on global average temperature. Geophys Res Lett 41:2093–2099
Bellouin N, Mann GW, Woodhouse MT, Johnson C, Carslaw KS, Dalvi M (2013) Impact of the modal aerosol scheme GLOMAP-mode on aerosol forcing in the Hadley Centre Global Environmental Model. Atmos Chem Phys 13:3027–3044. https://doi.org/10.5194/acp-13-3027-2013
Bhattacharyya S, Narasimha R (2005) Possible association between Indian monsoon rainfall and solar activity. Geophys Res Lett 32. https://doi.org/10.1029/2004GL021044
Chen L, Wenqin Z, Xiuji Z et al (2004) Variation of atmospheric aerosol depth in China during recent 52 years. J Geo Phy Res 27(5):634–646
Chen H, Hao LS, Liu YL, Liu WX, Xing X (2013) A systematic approach to assessing the sources and global impacts of errors in climate models. Arid Land Geogr 36(01):19–26. https://doi.org/10.13826/j.cnki.cn65-1103/x.2013.01.005
Chen DK, Lian T, Fu CB, Cane MA, Tang YM, Murtugudde R, Song XS, Wu QY, Zhou L (2015) Strong influence of westerly wind bursts on El Niño diversity. Nat Geosci 8:339–345. https://doi.org/10.1038/NGEO2399
Chylek P, Klett JD, Lesins G, Dubey MK, Hengartner N (2014) The Atlantic multidecadal oscillation as a dominant factor of oceanic influence on climate. Geophys Res Lett 41:1689–1697. https://doi.org/10.1002/2014gl059274
Cowan T, Cai W (2011) The impact of Asian and non-Asiananthropogenic aerosols on 20th century Asian summer monsoon. Geophys Res Lett 38:L11703. https://doi.org/10.1029/2011gl047268
Ding R, Ha K, Li J (2010) Interdecadal shift in the relationship between the East Asian summer monsoon and the tropical Indian Ocean. Clim Dyn 34(7–8):1059–1071
Dong B-W, Sutton R (2015) Dominant role of greenhousegas forcing in the recovery of Sahel rainfall. Nat Clim Chang 5:757–760. https://doi.org/10.1038/nclimate2664
Francis JA, Chan WH, Leathers DJ et al (2009) Winter northern hemisphere weather patterns remember summer Arctic sea-ice extent. Geophys.Res.Lett 36(7):L07503
Frolicher TL, Winton M, Sarmiento JL (2014) Continued global warming after CO2 emissions stoppage. Nat Clim Chang 4:40–44. https://doi.org/10.1038/Nclimate2060
Fyfe JC, Meehl GA, England MH, Mann ME, Santer BD, Flato GM, Hawkins E, Gillett NP, Xie SP, Kosaka Y, Swart NC (2016a) Making sense of the early-2000s warming slowdown. Nat Clim Chang 6:224–228. https://doi.org/10.1038/nclimate2938
Fyfe JC, Meehl GA, England MH, Mann ME, Santer BD, Flato GM, Hawkins E, Gillett NP, Xie SP, Kosaka Y (2016b) Making sense of the early-2000s warming slow-down. Nat Clim Chang 6:224–228. https://doi.org/10.1038/nclimate2938
Gao Y, Cuo L, Zhang Y (2014) Changes in moisture flux over the Tibetan Plateau during 1979-2011 and possible mechanisms. J Clim 27(5):1876–1893
Geng X, Zhang WJ, Stuecker MF et al (2017) Decadal modulation of the ENSO-east Asian winter monsoon relationship by the Atlantic Multidecadal Oscillation. Clim Dyn 49(7–8):2531–2544
Gu C, Xingmin M, Gao P (2017) Characteristics of temporal variation in precipitation and temperature in the Loess Plateau from 196 Characteristics of temporal variation in precipitation and temperature in the Loess Plateau from 1961-2014. J Arid Land Resour Environ 31(03):136–143
Guo J, Shaoyong C, Gao R (2010) 2010, effect of global warming on winter temperature in westerly of Northwest China. J Desert Res 30(01):175–181
Han WT, Wei J, Shen XY (2014) Stability analysis in space-time on the response of winter temperature in China to ENSO in the past 50 years. Clim Environ Res 19(1):97–106
Hawkins E, Edwards T, McNeall D (2014) Pause for thought. Nat Clim Chang 4:154–156. https://doi.org/10.1038/nclimate2150
Hegerl GC, Crowley TJ, Allen M, Hyde WT, Pollack HN, Smerdon J, Zorita E (2007) Detection of human influence on a new 1560yr climate reconstruction. J Clim 20:650–666
Huang R, Jiling C, Gang H (2007) Characteristics and variations of the East Asian monsoon system and its impacts on climate disasters in China. Adv Atom Sci 24(6):993–1023
IPCC (2013) Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, p 533. https://doi.org/10.1017/CBO9781107415324
IPCC (2014) Climate Change 2014, Synthesis report. Cambridge University Press, Cambridge, UK
Jhun JG, Lee EJ (2004) A new East Asian winter monsoon index and associated characteristics of the winter monsoon. J Clim 17(4):711–726
Jun C, Wang Y, Zhao Y (2014) Characteristics of climate change of precipitation and rain days in the Yellow River Basin during recent 50 years. Plateau Meteorol 33(01):43–54
Kamae Y, Shiogama H, Watanabe M, Kimoto M (2014) Attributing the increase in northern hemisphere hot summers since the late 20th century. Geophys Res Lett 41:5192–5199
Kerr RA (2009) What happen to global warming? Scientists say just wait a bit. Science 326(5 949):28–29. https://doi.org/10.1126/science.326_28a
Kim Y-H, Kim M-K, Lau WKM, Kim K-M, Cho C-H (2015) Possible mechanism of abrupt jump in winter surface air temperature in the late 1980s over the northern hemisphere. Geophys Res Atmos 120(12):474–12,485. https://doi.org/10.1002/2015JD023864
LABAT D (2010) Cross wavelet analyses of annual continental freshwater discharge and selected climate indices. J Hydrol 385(1–4):269–278
Li C (2019) On possible mechanisms of interdecadal climate variability [J]. Clim Environ Res 24(1):1–21. https://doi.org/10.3878/j.issn.1006-9585.2018.18088
Li Z, Xu Z (2011) Detection of change points in temperature and precipitation time series in the Heihe River Basin over the past 50 years. Resour Sci 33(10):1877–1882
Liu Y, Wang L, Zhou W, Chen W (2014) Three Eurasian teleconnection patterns: spatial structures, temporal variability, and associated winter climate anomalies. Clim Dyn 42(11–12):2817–2839
Liu SY, Huang SZ, Xie YY, Huang Q, Leng GY, Hou BB, Zhang Y, Wei X (2018) Spatial-temporal changes of maximum and minimum temperatures in the WeiRiver Basin, China: changing patterns, causes and implications. Atmos Res 204:1–11
Lund DC, Lynch-Stieglitz J, Curry WB (2006) Gulf stream density structure and transport during the past millennium. Nature 444:601–604
Luo Y, Weiliang L, Xiuji Z et al (2000) Analysis of the atmospheric aerosol optical depth over China in 1980s. Acta Meteor Sin 14(4):490–502
Ma LP, Grinsted A, Moore JC, Jevrejeva S (2004) Application of the cross wavelet transform and wavelet coherence to geophysical time series. Nonlinear Process Geophys 11(5/6):561–566
Medhaug I, Stolpe MB, Fischer EM, Knutti R (2017) Reconciling controversies about the 'global warming hiatus. Nature 545(7 652):41–47. https://doi.org/10.1038/nature22315
Ning X, Dong J, Junping Y (2011) The influence of temperatures mutations to droughts and floods in Shanbei region. J Arid Land Resour Environ 25(12):102–106
Pepin N, Bradley RS, Diaz HF et al (2015) Elevation-dependent warming in mountain regions of the world. Nat Clim Chang 5(5):424–430
Petoukhov V, Semenov VA (2010) A link between reduced Barents-Kara sea ice and cold winter extremes over northern continents. J Geophys Res Atmos 115(D21). https://doi.org/10.1029/2009JD013568
Tachibana Y, Honda M, Takeuchi K (1996) The abrupt decrease of the sea ice over the southern part of the Sea of Okhotsk in 1989 and its relation to the recent weakening of the Aleutian Low. J Meteorol Soc Jpn 74(4):579–584
Thompson DWJ, Wallace JM (2001) Reginal climate impacts of the Northern hemisphere annual mode and associated climate trends. Science 293:85–89
Tu K, Yan Z, Dong W (2010) Climatic jumps in precipitation and extremes in drying North China during 1954-2006. J Meteor Soc Jpn 88(1):29–42
Walsh JE, Chapman WL, Shy TL (1996) Recent decrease of sea level pressure in the Central Arctic. J Clim 9(2):480–486
Wang XL, Wen QH, Wu Y (2007) Penalized maximal t-test for detecting undocumented mean change in climate data series. J Appl Meteorol Climatol 46:916–931. https://doi.org/10.1175/JAM2504.1
Wang H, Chen Y, Xun S, Lai D, Fan Y, Li Z (2013) Changes in daily climate extremes in the arid area of northwestern China. Theor Appl Climatol 112:15–28
Wang L, Chen W, Huang RH (2008) Interdecadal modulation of PDO on the impact of ENSO on the East Asian winter monsoon. Geophys Res Lett 35:L20702. https://doi.org/10.1029/2008GL035287
Wang D, Sun YC, You QL (2020) Contribution of Pacific Decadal Oscillation to interdecadal variability of winter minimum temperature in China. Clim Chang Res 16(1):70–77
Wu BY, Su JZ, Zhang RH (2011) Effects of autumn-winter Arctic Sea ice on winter Siberian high. Chin Sci Bull 56(30):3220–3228
Xiang LY, Chen X (2006) Regional and seasonal features of abrupt temperature change in China in recent 55 years. Meteorological 32(6):44–47
Xie SP, Hu KM, Hafner J et al (2009) Indian Ocean capacitor effect on Indowestern Pacific climate during the summer following El Niño. J Clim 22(3):730–747
Xing N, Jianping L, Wang L (2017) Multidecadal trends in large-scale annual mean SATa based on CMIP5 historical simulations and future projections. Engineering 3(3):136–143. https://doi.org/10.1016/J.ENG.2016.04.011
Xing H, Ma L, Liu T, Sun B, Zhou Y, Yang C, Qiao Z (2020a) Spatial and temporal variability of the abrupt interannual temperature change and warming hiatus in China, 1951–2016. Meteorol Appl 27(3). https://doi.org/10.1002/met.1911
Xing H, Ma L, Liu T et al (2020b) Spatial variability in years of abrupt seasonal temperature changes and warming (cooling) hiatuses in China from 1951–2018 and the variation trends before and after these years. Atmosphere 11(1)
Yan J, Quansheng G, Zheng J (2012) Reconstruction and analysis on the series of winter-half-year temperature change during the Qing Dynasty in the Northern China region. Prog Geogr 31(11):1426–1432
Yu F, Ying C (2008) Research progress summarization for the impacts of global climate change to the regional water resources. Journal of water resources and water. Engineering 19(04):92–97+102
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This study was financially supported by the National Natural Science Foundation of China under Grant No. 51869016. Inner Mongolia Autonomous Region “Grassland talents” project.
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The corresponding author Long Ma is responsible for reviewing the quality of the paper, the first author Xing Huang is responsible for writing the paper, and the other co-authors Tingxi Liu, Bolin Sun, Yang Chen, Zixu Qiao, and Longteng Liang are responsible for partial data processing.
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Huang, X., Ma, L., Liu, T. et al. Response relationships between abrupt seasonal temperature changes/warming (cooling) hiatuses in China and their influencing factors. Environ Sci Pollut Res 28, 51575–51596 (2021). https://doi.org/10.1007/s11356-021-14190-0
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DOI: https://doi.org/10.1007/s11356-021-14190-0