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Quantifying the contributions of anthropogenic and natural forcings to climate changes over arid-semiarid areas during 1946–2005

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Abstract

In this study, the contributions from changes in man-made greenhouse gases (GHG), anthropogenic aerosols (AA), and land use (LU), as well as natural solar and volcanic (NAT) forcing changes, to observed changes in surface air temperature (T) and precipitation (P) over global land, especially over arid-semiarid areas, during 1946–2005 are quantified using observations and climate model simulations from the Coupled Model Intercomparison Project Phase 5 (CMIP5). Results show that the anthropogenic (ANT) forcings dominate the ubiquitous surface warming seen in observations and lead to slight increases in precipitation over most land areas, while the NAT forcing leads to small cooling over land. GHG increases are the primary factor responsible for the anthropogenic climate change, while the AA forcing offsets a large part of the GHG-induced warming and P changes. The LU forcing generally contributes little to the T and P changes from 1946 to 2005 over most land areas. Unlike the consistent temperature changes among most model simulations, precipitation changes display a large spread among the models and are incomparable with the observations in spatial distributions and magnitude, mainly due to its large internal variability that varies among individual model runs. Using an optimal fingerprinting method, we find that the observed warming over land during 1946–2005 can be largely attributed to the ANT forcings, and the combination of the ANT and NAT forcings can explain about 85~95% of the observed warming trend over global land as well as over most arid-semiarid regions such as Northern China. However, the anthropogenic influences on precipitation over the past 60 years are generally undetectable over most land areas, including most arid-semiarid regions. This indicates that internal variability is still larger than the forced change for land precipitation.

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References

  • Allen MR, Ingram WJ (2002) Constraints on the future changes in the hydrological cycle. Nature 419:224–232

    Article  Google Scholar 

  • Allen MR, Stott PA (2003) Estimating signal amplitudes in optimal fingerprinting, part I: theory. Clim Dyn 21:477–491

    Article  Google Scholar 

  • Andrews T (2014) Using an AGCM to diagnose historical effective radiative forcing and mechanisms of recent decadal climate change. J Clim 27(3):1193–1209

    Article  Google Scholar 

  • Barnett TP, Pierce D, AchutaRao K et al (2005) Penetration of human-induced warming into the world’s oceans. Science 309:284–287

    Article  Google Scholar 

  • Becker A, Finger P, Meyer-Christoffer A et al (2013) A description of the global land-surface precipitation data products of the Global Precipitation Climatology Centre with sample applications including centennial (trend) analysis from 1901–present. Earth Syst Sci Data 5:71–99

    Article  Google Scholar 

  • Brovkin V, Boysen L, Arora VK et al (2013) Effect of anthropogenic land-use and land-cover changes on climate and land carbon storage in CMIP5 projections for the twenty-first century. J Clim 26:6859–6881

    Article  Google Scholar 

  • Brown AE, Zhang L, McMahon TA, Western AW, Vertessy RA (2005) A review of paired catchment studies for determining changes in water yield resulting from alterations in vegetation. J Hydrol 310:28–61

    Article  Google Scholar 

  • Chadwick R, Good P, Andrews T et al (2014) Surface warming patterns drive tropical rainfall pattern responses to CO2 forcing on all timescales. Geophys Res Lett 41:610–615

    Article  Google Scholar 

  • Charlson RJ, Schwartz SE, Hales JM et al (1992) Climate forcing by anthropogenic aerosols. Science 255:423–430

    Article  Google Scholar 

  • Chou C, Neelin JD (2004) Mechanisms of global warming impacts on regional tropical precipitation. J Clim 17:2688–2701

    Article  Google Scholar 

  • Dai A (2013a) Increasing drought under global warming in observations and models. Nat Clim Chang 3:52–58

    Article  Google Scholar 

  • Dai A (2013b) The influence of the inter-decadal Pacific oscillation on U.S. precipitation during 1923–2010. Clim Dyn 41:633–646

    Article  Google Scholar 

  • Dai A (2016) Historical and future changes in streamflow and continental runoff: a review. In: Tang Q, Oki T (eds) Chapter 2 of terrestrial water cycle and climate change: natural and human-induced impacts, Geophysical monograph, vol 221. AGU, Wiley, New York, pp 17–37

    Chapter  Google Scholar 

  • Dai A, Zhao T (2016) Uncertainties in historical changes and future projections of drought. Part I: uncertainties in estimating historical drought changes. Clim Chang. doi:10.1007/s10584-016-1705-2

  • Dai A, Fyfe JC, Xie S-P et al (2015) Decadal modulation of global surface temperature by internal climate variability. Nat Clim Chang 5:555–559

    Article  Google Scholar 

  • Deng Y, Gao T, Gao H et al (2014) Regional precipitation variability in East Asia related to climate and environmental factors during 1979-2012. Sci Rep 4:5693. doi:10.1038/srep05693

    Article  Google Scholar 

  • Deser C, Phillips AS, Bourdette V, Teng H (2012) Uncertainty in climate change projections: the role of internal variability. Clim Dyn 38:527–546

    Article  Google Scholar 

  • Dong B, Dai A (2015) The influence of the inter-decadal Pacific oscillation on temperature and precipitation over the globe. Clim Dyn 45:2667–2681

    Article  Google Scholar 

  • Feng H, Zhang M (2015) Global land moisture trends: drier in dry and wetter in wet over land. Sci Rep 5:18018

    Article  Google Scholar 

  • Gillett NP, Zwiers FW, Weaver AJ et al (2003) Detection of human influence on sea level pressure. Nature 422:292–294

    Article  Google Scholar 

  • Gillett NP, Arora VK, Matthews D et al (2013) Constraining the ratio of global warming to cumulative CO2 emissions using CMIP5 simulations. J Clim 26:6844–6858

    Article  Google Scholar 

  • Guan X, Huang J, Guo R et al (2015) Role of radiatively forced temperature changes in enhanced semi-arid warming in the cold season over east Asia. Atmos Chem Phys 15:13777–13786

    Article  Google Scholar 

  • Guo L, Highwood EJ, Shaffrey LC et al (2012) The effect of regional changes in anthropogenic aerosols on rainfall of the East Asian summer monsoon. Atmos Chem Phys Discuss 12:23007–23038

    Article  Google Scholar 

  • Harris I, Jones PD, Osborn TJ et al (2014) Updated high-resolution grids of monthly climatic observations—the CRU TS3.10 Dataset. Int J Climatol 34:623–642

    Article  Google Scholar 

  • Haywood JM, Boucher O (2000) Estimates of the direct and indirect radiative forcing due to tropospheric aerosol: a review. Rev Geophys 38:513–543

    Article  Google Scholar 

  • Huang J, Guan X, Ji F (2012) Enhanced cold-season warming in semi-arid regions. Atmos Chem Phys 12:5391–5398

    Article  Google Scholar 

  • IPCC (2014) Climate change: synthesis report. Contribution of Working Groups I, II and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. [Core Writing Team, Pachauri RK, Meyer LA (eds)] IPCC, Geneva, p151

  • Jiang SH, Ren LL, Yong B et al (2011) Quantifying the effects of climate variability and human activities on runoff from the Laohahe basin in northern China using three different methods. Hydrol Process 25:2492–2505

    Article  Google Scholar 

  • Jones GS, Stott PA, Christidis N (2013) Attribution of observed historical near surface temperature variations to anthropogenic and natural causes using CMIP5 simulations. J Geophys Res 118:4001–4024

    Google Scholar 

  • Kendall MG (1975) Rank correlation measures. Charles Griffin, London

    Google Scholar 

  • Kumar S, Dirmeyer PA, Merwade V et al (2013) Land use/cover change impacts in CMIP5 climate simulations: a new methodology and 21st century challenges. J Geophys Res 118:6337–6353

    Google Scholar 

  • Li C, Zhao T, Ying K (2016) Effects of anthropogenic aerosols on temperature changes in China during the twentieth century based on CMIP5 models. Theor Appl Climatol 125:529–540

    Article  Google Scholar 

  • Liu Z (2012) Dynamics of interdecadal climate variability: a historical perspective. J Clim 25:1963–1995

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Mata LJ (2008) Influence of climate change on droughts and water scarcity in dry regions. The World Bank, Washington DC

    Google Scholar 

  • Mehran A, AghaKouchak A, Phillips TJ (2014) Evaluation of CMIP5 continental precipitation simulations relative to satellite-based gauge-adjusted observations. J Geophys Res Atmos 119:1695–1707

    Article  Google Scholar 

  • Min SK, Zhang X, Zwiers FW (2008) Human-induced arctic moistening. Science 320:518–520

    Article  Google Scholar 

  • Min SK, Zhang X, Zwiers FW et al (2011) Human contribution to more-intense precipitation extremes. Nature 470:378–381

    Article  Google Scholar 

  • Mueller B, Zhang XB (2016) Causes of drying trends in northern hemispheric land areas in reconstructed soil moisture data. Clim Chang 134:255–267

    Article  Google Scholar 

  • O'Gorman PA (2015) Precipitation extremes under climate change. In: Sobel A, Camargo SJ (ed) Extreme events, current climate change reports, 1 (2):49–59

  • Prein AF, Langhans W, Fosser G et al (2015) A review on regional convection-permitting climate modeling: demonstrations, prospects, and challenges. Rev Geophys 53(2):323–361

    Article  Google Scholar 

  • Ramanathan V, Carmichael G (2008) Global and regional climate changes due to black carbon. Nat Geosci 1:221–227

    Article  Google Scholar 

  • Ribes A, Terray L (2013) Application of regularised optimal fingerprinting to attribution. Part II: application to global near-surface temperature. Clim Dyn 41(11–12):2837–2853

    Article  Google Scholar 

  • Ribes A, Planton S, Terray L (2013) Application of regularised optimal fingerprinting to attribution. Part I: method, properties and idealised analysis. Clim Dyn 41(11–12):2817–2836

    Article  Google Scholar 

  • Santer BD, Wehner MF, Wigley TML et al (2003) Contributions of anthropogenic and natural forcing to recent tropopause height changes. Science 301:479–483

    Article  Google Scholar 

  • Séférian R, Ribes A, Bopp L (2014) Detecting the anthropogenic influences on recent changes in ocean carbon uptake. Geophys Res Lett 41:5968–5977

    Article  Google Scholar 

  • Stott PA (2003) Attribution of regional-scale temperature changes to anthropogenic and natural causes. Geophys Res Lett 30:1724. doi:10.1029/2003GL017324

    Article  Google Scholar 

  • Stott PA, Gillett NP, Hegerl GC, Karoly DJ, Stone DA, Zhang X, Zwiers F (2010) Detection and attribution of climate change: a regional perspective. WIREs Clim Change 1:192–211

  • Sun Y, Zhang X, Zwiers FW (2014) Rapid increase in the risk of extreme summer heat in Eastern China. Nat Clim Chang 4:1082–1085

    Article  Google Scholar 

  • Sun Y, Zhang X, Ren G et al (2016) Contribution of urbanization to warming in China. Nat Clim Chang 6:706–709

    Article  Google Scholar 

  • Taylor KE, Stouffer RJ, Meehl GA (2012) An overview of CMIP5 and the experiment design. Bull Am Meteor Soc 93:485–498

    Article  Google Scholar 

  • Trenberth KE, Dai A, van der Schrier G et al (2014) Global warming and changes in drought. Nat Clim Chang 4:17–22

    Article  Google Scholar 

  • Wentz FJ, Ricciardulli L, Hilburn K et al (2007) How much more rain will global warming bring? Science 317:233–235

    Article  Google Scholar 

  • Zhang X, Zwiers FW, Hegerl GC et al (2007) Detection of human influence on twentieth century precipitation trends. Nature 448:461–465

    Article  Google Scholar 

  • Zhang X, Wan H, Zwiers FW et al (2013) Attributing intensification of precipitation extremes to human influence. Geophys Res Lett 40:5252–5257

    Article  Google Scholar 

  • Zhao T, Dai A (2015) The magnitude and causes of global drought changes in the 21st century under a low–moderate emissions scenario. J Clim 28:4490–4512

    Article  Google Scholar 

  • Zhao T, Dai A (2016) Uncertainties in historical changes and future projections of drought. Part II: model-simulated historical and future drought changes. Clim Chang. doi:10.1007/s10584-016-1742-x

  • Zhao T, Chen L, Ma Z (2014) Simulation of historical and projected climate change in arid and semiarid areas by CMIP5 models. Chin Sci Bull 59(4):412–429

    Article  Google Scholar 

  • Zwiers FW, Zhang X, Feng Y (2011) Anthropogenic influence on long return period daily temperature extremes at regional scales. J Clim 24:296–307

    Article  Google Scholar 

Download references

Acknowledgments

The authors are grateful to Dr. Aiguo Dai from the University at Albany-SUNY for his valuable suggestions to improve this manuscript. We thank Prof. Ribes Aurélien from National Centre for Meteorological Research for sharing the program of regularized optimal fingerprinting algorithm. We acknowledge the modeling groups and the CMIP5 projects for making the model data available. This work was supported by grants from the National Basic Research Program of China (2016YFA0600402 and 2012CB956203) and National Natural Science Foundation of China (41675094, 41605066, and 41405090).

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Correspondence to Tianbao Zhao.

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This article is part of a Special Issue on “Decadal Scale Drought in Arid Regions” edited by Zong-Liang Yang and Zhuguo Ma

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Li, C., Zhao, T. & Ying, K. Quantifying the contributions of anthropogenic and natural forcings to climate changes over arid-semiarid areas during 1946–2005. Climatic Change 144, 505–517 (2017). https://doi.org/10.1007/s10584-017-2028-7

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  • DOI: https://doi.org/10.1007/s10584-017-2028-7

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