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Trends of temperature and precipitation extremes in the Loess Plateau Region of China, 1961–2010

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Abstract

The spatial and temporal trends of 11 (7) temperature (precipitation) extreme indices are examined for the Loess Plateau Region (LPR) and its southeast and northwest sub-regions based on daily observations at 214 meteorological stations. Results show widespread significant warming trends for all the temperature extremes except for the diurnal temperature range (DTR) and the lowest daily maximum temperature in each year (TXn) during 1961–2010. When regionally averaged, a significant warming trend is detected for all the indices except for DTR and TXn in the past 50 years. Compared with the entire LPR, a significant warming trend is detected for all the indices except for DTR and TXn over the southeast sub-region of LPR; while it is observed for all the indices over the northwest. The trends for these indices are generally stronger in the northwest than in the southeast in the past 50 years. In contrast, for precipitation indices, only a small percentage of areas show significant drying or wetting trends and, when regionally averaged, none of them displays significant trends during the past 50 years. On the sub-regional scale, however, a larger percentage of areas show significant drying trends for precipitation indices generally over the southeast relative to the entire LPR, and noticeably, the sub-regional average heavy precipitation (R10mm) and wet day precipitation (PRCPTOT) display significant decreasing trends during the past 50 years; whereas only a slightly larger percentage of areas show significant wetting trends for these indices over the northwest compared with the entire LPR, and when sub-regionally averaged, none of the indices have significant trends during the past 50 years.

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References

  • Aguilar E, Peterson TC, Obando PR, Frutos R, Retana JA, Solera M, Soley J, Garcia IG, Araujo RM, Santos AR, Valle VE, Brunet M, Aguilar L, Alvarez L, Bautista M, Castanon C, Herrera L, Ruano E, Sinay JJ, Sanchez E, Oviedo GIH, Obed F, Salgado JE, Vazquez JL, Baca M, Gutierrez M, Centella C, Espinosa J, Martinez D, Olmedo B, Espinoza CEO, Nunez R, Haylock M, Benavides H, Mayorga R (2005) Changes in precipitation and temperature extremes in central America and northern South America, 1961-2003. J Geophys Res-Atmos. doi:10.1029/2005JD006119

    Google Scholar 

  • Aguilar E, Barry AA, Brunet M, Ekang L, Fernandes A, Massoukina M, Mbah J, Mhanda A, do Nascimento DJ, Peterson TC, Umba OT, Tomou M, Zhang X (2009) Changes in temperature and precipitation extremes in western Central Africa, Guinea Conakry, and Zimbabwe, 1955-2006. J Geophys Res-Atmos. doi:10.1029/2008JD011010

    Google Scholar 

  • Alexander LV, Zhang X, Peterson TC, Caesar J, Gleason B, Tank AMGK, Haylock M, Collins D, Trewin B, Rahimzadeh F, Tagipour A, Kumar KR, Revadekar J, Griffiths G, Vincent L, Stephenson DB, Burn J, Aguilar E, Brunet M, Taylor M, New M, Zhai P, Rusticucci M, Vazquez-Aguirre JL (2006) Global observed changes in daily climate extremes of temperature and precipitation. J Geophys Res-Atmos. doi:10.1029/2005JD006290

    Google Scholar 

  • Donat MG, Alexander LV (2012) The shifting probability distribution of global daytime and night-time temperatures. Geophys Res Lett. doi:10.1029/2012GL052459

    Google Scholar 

  • Donat MG, Alexander LV, Yang H, Durre I, Vose R, Dunn RJH, Willett KM, Aguilar E, Brunet M, Caesar J, Hewitson B, Jack C, Tank AMGK, Kruger AC, Marengo J, Peterson TC, Renom M, Rojas CO, Rusticucci M, Salinger J, Elrayah AS, Sekele SS, Srivastava AK, Trewin B, Villarroel C, Vincent LA, Zhai P, Zhang X, Kitching S (2013) Updated analyses of temperature and precipitation extreme indices since the beginning of the twentieth century: the HadEX2 dataset. J Geophys Res-Atmos 118:2098–2118

    Article  Google Scholar 

  • Donat MG, Peterson TC, Brunet M, King AD, Almazroui M, Kolli RK, Boucherf D, Al-Mulla AY, Nour AY, Aly AA, Nada TAA, Semawi MM, Dashti HA, Salhab TG, Fadli KI, Muftah MK, Eida SD, Badi W, Driouech F, Rhaz K, Abubaker MJY, Ghulam AS, Erayah AS, Ben Mansour M, Alabdouli WO, Dhanhani JS, Al Shekaili MN (2014) Changes in extreme temperature and precipitation in the Arab region: long-term trends and variability related to ENSO and NAO. Int J Climatol 34:581–592

    Article  Google Scholar 

  • Duan A, Wu G (2006) Change of cloud amount and the climate warming on the Tibetan Plateau. Geophys Res Lett 33(22):217–234

    Article  Google Scholar 

  • Duan A, Wu G, Zhang Q, Liu Y (2006) New proofs of the recent climate warming over the Tibetan Plateau as a result of the increasing greenhouse gases emissions. Chin Sci Bull 51:1396–1400

    Article  Google Scholar 

  • Fan XH, Wang QX, Wang MB (2012) Changes in temperature and precipitation extremes during 1959-2008 in Shanxi, China. Theor Appl Climatol 109:283–303

    Article  Google Scholar 

  • Frauenfeld OW, Zhang TJ, Serreze MC (2005) Climate change and variability using European Centre for medium-range weather forecasts reanalysis (ERA-40) temperatures on the Tibetan Plateau. J Geophys Res-Atmos 110:D02101

    Article  Google Scholar 

  • Hu YC, He Y, Dong WJ (2009) Changes in temperature extremes based on a 6-hourly dataset in China from 1961 to 2005. Adv Atmos Sci 26:1215–1225

    Article  Google Scholar 

  • Hu YR, Maskey S, Uhlenbrook S (2012) Trends in temperature and rainfall extremes in the Yellow River source region, China. Clim Chang 110:403–429

    Article  Google Scholar 

  • Huang DQ, Qian YF, Zhu JA (2010) Trends of temperature extremes in China and their relationship with global temperature anomalies. Adv Atmos Sci 27:937–946

    Article  Google Scholar 

  • Integrated Survey Team of Chinese Academy of Sciences (CAS) of the Loess Plateau (1992) Dataset of resources, environment and society for the Loess Plateau region (in Chinese). China Economic Publishing House, Beijing

    Google Scholar 

  • IPCC (2012) Managing the risks of extreme events and disasters to advance climate change adaptation. In: Field CB, Barros V, Stocker TF, Qin D, Dokken DJ, Ebi KL, Mastrandrea MD, Mach KJ, Plattner GK, Allen SK, Tignor M, Midgley PM (eds) A Special Report of Working Groups I and II of the intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge and New York

    Google Scholar 

  • Kendall MR (1955) Rank correlation methods. Chareles Griffin and Company, London 196 pp

    Google Scholar 

  • Klein Tank AMG, Peterson TC, Quadir DA, Dorji S, Zou X, Tang H, Santhosh K, Joshi UR, Jaswal AK, Kolli RK, Sikder AB, Deshpande NR, Revadekar JV, Yeleuova K, Vandasheva S, Faleyeva M, Gomboluudev P, Budhathoki KP, Hussain A, Afzaal M, Chandrapala L, Anvar H, Amanmurad D, Asanova VS, Jones PD, New MG, Spektorman T (2006) Changes in daily temperature and precipitation extremes in central and south Asia. J Geophys Res-Atmos. doi:10.1029/2005JD006316

    Google Scholar 

  • Klein Tank AMG, Zwiers FW, Zhang X (2009) Guidelines on analysis of extremes in a changing climate in support of informed decisions for adaptation. WCDMP-No. 72, Geneva

  • Li Z, Zheng FL, Liu WZ, Flanagan DC (2010) Spatial distribution and temporal trends of extreme temperature and precipitation events on the Loess Plateau of China during 1961-2007. Quat Int 226:92–100

    Article  Google Scholar 

  • Liu BH, Xu M, Henderson M, Qi Y (2005) Observed trends of precipitation amount, frequency, and intensity in China, 1960–2000. J Geophys Res 110(D8):D08103

    Article  Google Scholar 

  • Liu X, Yin Z-Y, Shao X, Qin N (2006) Temporal trends and variability of daily maximum and minimum, extreme temperature events, and growing season length over the eastern and central Tibetan Plateau during 1961–2003. J Geophys Res 111:D19109

    Article  Google Scholar 

  • Liu B, Henderson M, Xu M (2008) Spatiotemporal change in China’s frost days and frost-free season, 1955-2000. J Geophys Res 133(D12):D12104

    Article  Google Scholar 

  • Liu BH, Xu M, Henderson M (2010) Where have all the showers gone? Regional declines in light precipitation events in China, 1960–2000. Int J Climatol. doi:10.1002/joc.2144

  • Mann HB (1945) Non-parametric tests against trend. Econometrica 13:245–259

    Article  Google Scholar 

  • New M, Hewitson B, Stephenson DB, Tsiga A, Kruger A, Manhique A, Gomez B, Coelho CAS, Masisi DN, Kululanga E, Mbambalala E, Adesina F, Saleh H, Kanyanga J, Adosi J, Bulane L, Fortunata L, Mdoka ML, Lajoie R (2006) Evidence of trends in daily climate extremes over southern and west Africa. J Geophys Res-Atmos. doi:10.1029/2005JD006289

    Google Scholar 

  • Niu T, Chen LX, Zhou ZJ (2004) The characteristics of climate change over the Tibetan Plateau in the last 40 years and the detection of climatic jumps. Adv Atmos Sci 21:193–203

    Article  Google Scholar 

  • Ohmura A (2012) Enhanced temperature variability in high-altitude climate change. Theor Appl Climatol 110:499–508

    Article  Google Scholar 

  • Qian WH, Lin X (2004) Regional trends in recent temperature indices in China. Clim Res 27:119–134

    Article  Google Scholar 

  • Ramanathan V, Ramana MV, Roberts G, Kim D, Corrigan C, Chung C, Winker D (2007) Warming trends in Asia amplified by brown cloud solar absorption. Nature 448:575–U575

    Article  Google Scholar 

  • Rusticucci M (2012) Observed and simulated variability of extreme temperature events over South America. Atmos Res 106:1–17

    Article  Google Scholar 

  • Sen PK (1968) Estimates of the regression coefficient based on Kendall’s Tau. J Am Stat Assoc 63:1379–1389

    Article  Google Scholar 

  • Skansi MD, Brunet M, Sigro J, Aguilar E, Groening JAA, Bentancur OJ, Geier YRC, Amaya RLC, Jacome H, Ramos AM, Rojas CO, Pasten AM, Mitro SS, Jimenez CV, Martinez R, Alexander LV, Jones PD (2013) Warming and wetting signals emerging from an analysis of changes in climate extreme indices over South America. Glob Planet Chang 100:295–307

    Article  Google Scholar 

  • Vincent LA, Peterson TC, Barros VR, Marino MB, Rusticucci M, Carrasco G, Ramirez E, Alves LM, Ambrizzi T, Berlato MA, Grimm AM, Marengo JA, Molion L, Moncunill DF, Rebello E, Anunciacao YMT, Quintana J, Santos JL, Baez J, Coronel G, Garcia J, Trebejo I, Bidegain M, Haylock MR, Karoly D (2005) Observed trends in indices of daily temperature extremes in South America 1960-2000. J Clim 18:5011–5023

    Article  Google Scholar 

  • Vose RS, Easterling DR, Gleason B (2005) Maximum and minimum temperature trends for the globe: an update through 2004. Geophys Res Lett 32(23):L23822. doi:10.1029/2005gl024379

    Article  Google Scholar 

  • Wang XL, Feng Y (2010) RHtestsV3UserManual. http://cccma.seos.uvic.ca

  • Wang X, Swail VR (2001) Changes of extreme wave heights in Northern Hemisphere oceans and related atmospheric circulation regimes. J Clim 14:2204–2221

    Article  Google Scholar 

  • Wang YQ, Zhou L (2005) Observed trends in extreme precipitation events in China during 1961-2001 and the associated changes in large-scale circulation. Geophys Res Lett. doi:10.1029/2005GL022574

    Google Scholar 

  • Wang QX, Fan XH, Qin ZD, Wang MB (2012) Change trends of temperature and precipitation in the Loess Plateau Region of China, 1961-2010. Glob Planet Chang 92-93:138–147

    Article  Google Scholar 

  • Xin ZB, Yu XX, Li QY, Lu XX (2011) Spatiotemporal variation in rainfall erosivity on the Chinese loess plateau during the period 1956-2008. Reg Environ Chang 11:149–159

    Article  Google Scholar 

  • Xu ZX, Gong TL, Li JY (2008) Decadal trend of climate in the Tibetan plateau-regional temperature and precipitation. Hydrol Process 22:3056–3065

    Article  Google Scholar 

  • You QL, Kang SC, Aguilar E, Pepin N, Flugel WA, Yan YP, Xu YW, Zhang YJ, Huang J (2011) Changes in daily climate extremes in China and their connection to the large scale atmospheric circulation during 1961-2003. Clim Dyn 36:2399–2417

    Article  Google Scholar 

  • You QL, Min JZ, Kang SC (2015) Rapid warming in the Tibetan Plateau from observations and CMIP5 models in recent decades. Int J Climatol. doi:10.1002/joc.4520

    Google Scholar 

  • Zhai PM, Pan XH (2003) Trends in temperature extremes during 1951-1999 in China. Geophys Res Lett. doi:10.1029/2003gl018004

    Google Scholar 

  • Zhai PM, Sun AJ, Ren FM, Liu XN, Gao B, Zhang Q (1999) Changes of climate extremes in China. Clim Chang 42:203–218

    Article  Google Scholar 

  • Zhai PM, Zhang XB, Wan H, Pan XH (2005) Trends in total precipitation and frequency of daily precipitation extremes over China. J Clim 18:1096–1108

    Article  Google Scholar 

  • Zhang XB, Aguilar E, Sensoy S, Melkonyan H, Tagiyeva U, Ahmed N, Kutaladze N, Rahimzadeh F, Taghipour A, Hantosh TH, Albert P, Semawi M, Ali MK, Al-Shabibi MHS, Al-Oulan Z, Zatari T, Khelet IA, Hamoud S, Sagir R, Demircan M, Eken M, Adiguzel M, Alexander L, Peterson TC, Wallis T (2005) Trends in Middle East climate extreme indices from 1950 to 2003. J Geophys Res-Atmos. doi:10.1029/2005jd006181

    Google Scholar 

  • Zhang X, Peng L, Zheng D, Tao J (2007) Variation of total cloud amount and its possible causes over the Qinghai-Xizang Plateau during 1971–2004 (in Chinese). Acta Geograph Sin 62:959–969

    Google Scholar 

  • Zhang X, Zhang L, Zhao J, Rustomji P, Hairsine P (2008a) Responses of streamflow to changes in climate and land use/cover in the Loess Plateau, China. Water Resour Res 44(7):2183–2188

    Article  Google Scholar 

  • Zhang Q, Xu CY, Zhang Z, Ren G, Chen YD (2008b) Climate change or variability? The case of Yellow river as indicated by extreme maximum and minimum air temperature during 1960-2004. Theor Appl Climatol 93:35–43

    Article  Google Scholar 

  • Zhang Q, Li JF, Singh VP, Xu CY (2013) Copula-based spatio-temporal patterns of precipitation extremes in China. Int J Climatol 33:1140–1152

    Article  Google Scholar 

  • Zhu XM (2006) Rebuild soil reservoir is a rational approach for soil and water conservation on the Loess Plateau. Bull Chin Acad Sci 21(4):320–324

    Article  Google Scholar 

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Acknowledgments

We thank Dr. Roger Gifford (CSIRO) for useful comments on the manuscript. This study is funded by the Natural Science Foundation of Shanxi Province for Young Scholars (2013021030-2) and the Research Foundation of Shanxi University.

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Authors and Affiliations

  1. Institute of Loess Plateau, Shanxi University, Taiyuan, 030006, China

    Qi-xiang Wang, Meng-ben Wang, Xiao-hui Fan & Feng Zhang

  2. Shanxi Institute of Forest Inventory and Planning, Taiyuan, 030001, China

    Shi-zhong Zhu & Tian-liang Zhao

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  1. Qi-xiang Wang
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Correspondence to Xiao-hui Fan.

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Wang, Qx., Wang, Mb., Fan, Xh. et al. Trends of temperature and precipitation extremes in the Loess Plateau Region of China, 1961–2010. Theor Appl Climatol 129, 949–963 (2017). https://doi.org/10.1007/s00704-016-1820-z

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