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Analysis of surface air temperature variations and local urbanization effects on central Yunnan Plateau, SW China

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Abstract

With the surface air temperature (SAT) data at 37 stations on Central Yunnan Plateau (CYP) for 1961–2010 and the Defense Meteorological Satellite Program/Operational Linescan System (DMSP/OLS) nighttime light data, the temporal-spatial patterns of the SAT trends are detected using Sen’s Nonparametric Estimator of Slope approach and MK test, and the impact of urbanization on surface warming is analyzed by comparing the differences between the air temperature change trends of urban stations and their corresponding rural stations. Results indicated that annual mean air temperature showed a significant warming trend, which is equivalent to a rate of 0.17 °C/decade during the past 50 years. Seasonal mean air temperature presents a rising trend, and the trend was more significant in winter (0.31 °C/decade) than in other seasons. Annual/seasonal mean air temperature tends to increase in most areas, and higher warming trend appeared in urban areas, notably in Kunming city. The regional mean air temperature series was significantly impacted by urban warming, and the urbanization-induced warming contributed to approximately 32.3–62.9 % of the total regional warming during the past 50 years. Meantime, the urbanization-induced warming trend in winter and spring was more significant than that in summer and autumn. Since 1985, the urban heat island (UHI) intensity has gradually increased. And the urban temperatures always rise faster than rural temperatures on the CYP.

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References

  • Buishand TA (1982) Some methods for testing the homogeneity of rainfall records. J Hydrol 58:11–27

    Article  Google Scholar 

  • Chen J, Li QL, Niu J (2011) Regional climate change and local urban effects on weather variables in Southeast China. Stoch Env Res Risk A 25:555–565

    Article  Google Scholar 

  • Chu ZY, Ren GY (2005) Effect of enhanced urban heat island magnitude on average surface air temperature series in Beijing region. Acta Meteor Sinica (in Chinese) 63(4):534–540

    Google Scholar 

  • Chung U, Choi J, Yun J (2004) Urbanization effect on the observed change in mean monthly temperatures between 1951–1980 and 1971–2000 in Korea. Clim Chang 66:127–136

    Article  Google Scholar 

  • Diaz HF, Grosjean M, Graumlich L (2003) Climate variability and change in high elevation regions: past, present and future. Clim Chang 59:1–4

    Article  Google Scholar 

  • Du Y, Xie ZQ, Zeng Y et al (2007) Impact of urban expansion on regional temperature change in the Yangtze River Delta. J Geogr Sci 17:387–398

    Article  Google Scholar 

  • Fan ZX, Thomas A (2013) Spatiotemporal variability of reference evapotranspiration and its contributing climatic factors in Yunnan Province, SW China, 1961–2004. Clim Chang 116(2):309–325

    Article  Google Scholar 

  • Fan ZX, Brauning A, Thomas A (2010) Spatial and temporal temperature trends on the Yunnan Plateau (Southwest China) during 1961–2004. Int J Climatol. doi:10.1002/joc.2214

    Google Scholar 

  • Fang F, Bai HZ, Zhao HY et al (2007) The urbanization effect in northwestern China and its contribution to temperature warming. Plateau Meteorol (in Chinese) 26:579–585

    Google Scholar 

  • Fang F, Guo JQ, Sun LD (2014) The effects of urbanization on temperature trends in different economic periods and geographical environments in northwestern China. Theor Appl Climatol 116:227–241

    Article  Google Scholar 

  • Guo LD, Xia ZQ (2013) Temperature and precipitation long-term trends and variations in the Ili-Balkhash Basin. Theor Appl Climatol. doi:10.1007/s00704-013-0883-3

    Google Scholar 

  • Hansen JE (2001) A closer look at United States and global surface temperature change. J Geophys Res 106:23947–23963

    Article  Google Scholar 

  • Hua LJ, Ma ZG, Guo WD (2008) The impact of urbanization on air temperature across China. Theor Appl Climatol 93:179–194

    Article  Google Scholar 

  • IPCC (2013) Climate change 2013: the physical science basis: Working Group I Contribution to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, New York, pp. 1535–1540

    Google Scholar 

  • Jiang FQ, Hu RJ, Wang SP (2013) Trends of precipitation extremes during 1960–2008 in Xinjiang, the Northwest China. Theor Appl Climatol 111:133–148

    Article  Google Scholar 

  • Jones P (2015) The reliability of global and hemispheric surface temperature records. Adv Atmos Sci. doi:10.1007/s00376-015-5194-4

    Google Scholar 

  • Kalnay E, Cai M (2003) Impact of urbanization and land-use change on cliamte. Nature 423:528–531

    Article  Google Scholar 

  • Karl TR, Arguez A, Huang B (2015) Possible artifactors of data biases in the recent global surface warming hiatus. Science 348(6242):1469–1472

    Article  Google Scholar 

  • Li QX, Li W, Si P (2010) Assessment of surface air warming in northeast China, with emphasis on the impacts of urbanization. Theor Appl Climatol 99:469–478

    Article  Google Scholar 

  • Li ZX, He YQ, Wang CF (2011) Spatial and temporal trends of temperature and precipitation during 1960-2008 at the Hengduan Mountains, China. Quat Int 236:127–142

    Article  Google Scholar 

  • Liang HL, Yan HM, Xu YY (2013) Relationship between wintertime thermal contrast over the Asian continent and the climate in China. J Trop Meteorol 19(4):375–387

    Google Scholar 

  • Liu XD, Yin ZY, Shao XM, Qin NS (2006) Temporal trends and variability of daily maximum and minimum, extreme temperature vents, and growing season length over the eastern and central Tibetan Plateau during 1961–2003. J Geophys Res-Atmos 111:D19109. doi:10.1029/2005JD006915

    Article  Google Scholar 

  • Liu X, Cheng Z, Yan L, Yin ZY (2009) Elevation dependency of recent and future minimum surface air temperature trends in the Tibetan Plateau and its surroundings. Glob Planet Chang 68(3):164–174

    Article  Google Scholar 

  • Ma ZF, Peng J, Gao WL (2006) Climate variation of Southwest China in recent 40 years. Plateau Meteorol (in Chinese) 25(4):634–642

    Google Scholar 

  • Mohsin T, Gough W (2010) Trend analysis of long-term temperature time series in the Greater Toronto Area (GTA. Theor Appl Climatol 101(3):311–327

    Article  Google Scholar 

  • Peterson TC (2003) Assessment of urban versus rural in situ surface temperatures in the contiguous United States: no difference found. J Clim 16:2941–2959

    Article  Google Scholar 

  • Peterson TC, Easterling DR, Karl TR (1998) Homogeneity adjustments of in situ atmospheric climate data: a review. Int J Climatol 18:1493–1517

    Article  Google Scholar 

  • Ren GY, Chu ZY, Chen ZH et al (2007) Implications of temporal change in urban heat island intensity observed at Beijing and Wuhan stations. Geophys Res Lett 34:L05711

    Article  Google Scholar 

  • Ren GY, Zhou YQ, Chu ZY (2008) Urbanization effects on observed surface air temperature trends in North China. J Clim 21:1333–1348

    Article  Google Scholar 

  • Ren GY, Zhang AY, Chu ZY (2010) Principles and procedures for selecting reference surface air temperature stations in China. Meteorological Sci Technol(in Chinese) 38(1):78–85

    Google Scholar 

  • Sajjad SH, Ali Shirazi S, Khan MA (2009) Urbanization effects on temperature trends of Lahore during 1950-2007. Int J Clim Change Strategies Manag 3:274–281

    Article  Google Scholar 

  • Sugahra S, Rocha RP, Ynoue RY (2012) Homogeneity assessment of station climate series (1933-2005) in the metropolitan area of Sao Paulo: instruments change and urbanization effects. Theor Appl Climatol 107:361–374

    Article  Google Scholar 

  • Tang GL, Ren GY, Zhou JX (2008) Change of urban heat island intensity and its effect on surface mean air temperature records in Southwest China. J Appl Meteorological Sci (in Chinese) 19(6):84–92

    Google Scholar 

  • Tannecia SS, Lucie AV, Theodore A (2014) Changes in extreme temperature and precipitation in the Caribbean region, 1961–2010. Int J Climatol 34(9):2957–2971

    Google Scholar 

  • Wang F, Ge QS (2012) Estimation of urbanization bias in observed surface temperature change in China from 1980 to 2009 using satellite land-use data. Chin Sci Bull 57:1708–1715

    Article  Google Scholar 

  • Wang J, Yan ZW, Li Z (2013) Impact of urbanization on change in temperature extremes in Beijing during 1978–2008. Chin Sci Bull 58(36):4679–4686

    Article  Google Scholar 

  • Wu K, Yang XQ (2013) Urbanization and heterogeneous surface warming in eastern China. Chin Sci Bull 28(12):1363–1373

    Article  Google Scholar 

  • Yang XC, Hou YL, Chen BD (2011a) Observed surface warming induced by urbanization in East China. J Geophys Res 116:D14113

    Article  Google Scholar 

  • Yang YJ, Shi T, Tang WA et al (2011b) Study of observational environment of meteorological station based on remote sensing: cases in six stations of Anhui province. Remote Sensing Technology and Application (in Chinese) 26(6):791–797

    Google Scholar 

  • Yang YJ, Wu BW, Shi C (2013) Impacts of urbanization and station-relocation on surface air temperature series in Anhui Province, China. Pure Appl Geophys 170:1969–1983

    Article  Google Scholar 

  • Yue S, Hashino M (2003) Temperature trends in Japan: 1900–1996. Theor Appl Climatol 75(2):15–27

    Google Scholar 

  • Zhang L, Ren GY, Liu J et al (2011) Urban effect on trends of extreme temperature indices at Beijing Meteorological Station. Chinese J Geophys (in Chinese) 54(5):1150–1159

    Google Scholar 

  • Zhang FH, Munir AH, Hua F (2013) Analysis of climate variability in the Manas River Valley, North-Western China (1956–2006). Mitig Adapt Strateg Glob Chang. doi:10.1007/s11027-013-9462-2

    Google Scholar 

  • Zhang L, Ren GY, Ren YY et al (2014) Effect of data homogenization on estimate of temperature trend: a case of Huairou station in Beijing Municipality. Theor Appl Climatol 115(3–4):365–373

    Article  Google Scholar 

  • Zhou YQ, Ren GY (2005) Identifying and correcting urban bias for regional surface air temperature series of North China over period of 1961–2000. Climatic and Environmental Research (in Chinese) 10:743–753

    Google Scholar 

  • Zhou YQ, Ren GY (2011) Change in extreme temperature events frequency over mainland China during 1961–2008. Clim Res 50(1):125–139

    Article  Google Scholar 

  • Zhou LM, Dickinson RE, Tian YH et al (2004) Evidence for a significant urbanization effect on climate in China. Proc Natl Acad Sci 101:9540–9544

    Article  Google Scholar 

Download references

Acknowledgments

This research was supported by the national Key Research and Development Program of China (2016YFC0502105) and the Special Foundation of West Light Program of Chinese Academy of Sciences. The authors are grateful to the China National Meteorological Information Center for providing the climate data used in this study, and to Ms. Cai Ya for checking the grammatical and spelling mistakes. The authors would like thank three anonymous reviewers for providing valuable comments on this paper.

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Correspondence to Yunling He.

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He, Y., Wu, Z., Liu, X. et al. Analysis of surface air temperature variations and local urbanization effects on central Yunnan Plateau, SW China. Theor Appl Climatol 131, 101–110 (2018). https://doi.org/10.1007/s00704-016-1958-8

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  • DOI: https://doi.org/10.1007/s00704-016-1958-8

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