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Observationally constrained projection of Afro-Asian monsoon precipitation

Author

Listed:
  • Ziming Chen

    (State Key Laboratory of Numerical Modeling for Atmospheric Sciences and Geophysical Fluid Dynamics, Institute of Atmospheric Physics, Chinese Academy of Sciences
    University of Chinese Academy of Sciences)

  • Tianjun Zhou

    (State Key Laboratory of Numerical Modeling for Atmospheric Sciences and Geophysical Fluid Dynamics, Institute of Atmospheric Physics, Chinese Academy of Sciences
    University of Chinese Academy of Sciences
    CAS Center for Excellence in Tibetan Plateau Earth Sciences, Chinese Academy of Sciences (CAS))

  • Xiaolong Chen

    (State Key Laboratory of Numerical Modeling for Atmospheric Sciences and Geophysical Fluid Dynamics, Institute of Atmospheric Physics, Chinese Academy of Sciences
    CAS Center for Excellence in Tibetan Plateau Earth Sciences, Chinese Academy of Sciences (CAS))

  • Wenxia Zhang

    (State Key Laboratory of Numerical Modeling for Atmospheric Sciences and Geophysical Fluid Dynamics, Institute of Atmospheric Physics, Chinese Academy of Sciences)

  • Lixia Zhang

    (State Key Laboratory of Numerical Modeling for Atmospheric Sciences and Geophysical Fluid Dynamics, Institute of Atmospheric Physics, Chinese Academy of Sciences
    CAS Center for Excellence in Tibetan Plateau Earth Sciences, Chinese Academy of Sciences (CAS))

  • Mingna Wu

    (State Key Laboratory of Numerical Modeling for Atmospheric Sciences and Geophysical Fluid Dynamics, Institute of Atmospheric Physics, Chinese Academy of Sciences
    University of Chinese Academy of Sciences)

  • Liwei Zou

    (State Key Laboratory of Numerical Modeling for Atmospheric Sciences and Geophysical Fluid Dynamics, Institute of Atmospheric Physics, Chinese Academy of Sciences)

Abstract

The Afro-Asian summer monsoon (AfroASM) sustains billions of people living in many developing countries covering West Africa and Asia, vulnerable to climate change. Future increase in AfroASM precipitation has been projected by current state-of-the-art climate models, but large inter-model spread exists. Here we show that the projection spread is related to present-day interhemispheric thermal contrast (ITC). Based on 30 models from the Coupled Model Intercomparison Project Phase 6, we find models with a larger ITC trend during 1981–2014 tend to project a greater precipitation increase. Since most models overestimate present-day ITC trends, emergent constraint indicates precipitation increase in constrained projection is reduced to 70% of the raw projection, with the largest reduction in West Africa (49%). The land area experiencing significant increases of precipitation (runoff) is 57% (66%) of the raw projection. Smaller increases of precipitation will likely reduce flooding risk, while posing a challenge to future water resources management.

Suggested Citation

  • Ziming Chen & Tianjun Zhou & Xiaolong Chen & Wenxia Zhang & Lixia Zhang & Mingna Wu & Liwei Zou, 2022. "Observationally constrained projection of Afro-Asian monsoon precipitation," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-30106-z
    DOI: 10.1038/s41467-022-30106-z
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    References listed on IDEAS

    as
    1. Alex Hall & Peter Cox & Chris Huntingford & Stephen Klein, 2019. "Progressing emergent constraints on future climate change," Nature Climate Change, Nature, vol. 9(4), pages 269-278, April.
    2. Shang-Ping Xie & Clara Deser & Gabriel A. Vecchi & Matthew Collins & Thomas L. Delworth & Alex Hall & Ed Hawkins & Nathaniel C. Johnson & Christophe Cassou & Alessandra Giannini & Masahiro Watanabe, 2015. "Towards predictive understanding of regional climate change," Nature Climate Change, Nature, vol. 5(10), pages 921-930, October.
    3. Xiaolong Chen & Tianjun Zhou & Peili Wu & Zhun Guo & Minghuai Wang, 2020. "Emergent constraints on future projections of the western North Pacific Subtropical High," Nature Communications, Nature, vol. 11(1), pages 1-10, December.
    4. Femke J. M. M. Nijsse & Peter M. Cox & Chris Huntingford & Mark S. Williamson, 2019. "Decadal global temperature variability increases strongly with climate sensitivity," Nature Climate Change, Nature, vol. 9(8), pages 598-601, August.
    5. Claudia Tebaldi & Julie Arblaster, 2014. "Pattern scaling: Its strengths and limitations, and an update on the latest model simulations," Climatic Change, Springer, vol. 122(3), pages 459-471, February.
    6. Wenxia Zhang & Tianjun Zhou & Liwei Zou & Lixia Zhang & Xiaolong Chen, 2018. "Reduced exposure to extreme precipitation from 0.5 °C less warming in global land monsoon regions," Nature Communications, Nature, vol. 9(1), pages 1-8, December.
    7. Gen Li & Shang-Ping Xie & Chao He & Zesheng Chen, 2017. "Western Pacific emergent constraint lowers projected increase in Indian summer monsoon rainfall," Nature Climate Change, Nature, vol. 7(10), pages 708-712, October.
    8. Jong-Yeon Park & Jürgen Bader & Daniela Matei, 2015. "Northern-hemispheric differential warming is the key to understanding the discrepancies in the projected Sahel rainfall," Nature Communications, Nature, vol. 6(1), pages 1-8, May.
    9. Chunzai Wang & Liping Zhang & Sang-Ki Lee & Lixin Wu & Carlos R. Mechoso, 2014. "A global perspective on CMIP5 climate model biases," Nature Climate Change, Nature, vol. 4(3), pages 201-205, March.
    10. Peter M. Cox & Chris Huntingford & Mark S. Williamson, 2018. "Emergent constraint on equilibrium climate sensitivity from global temperature variability," Nature, Nature, vol. 553(7688), pages 319-322, January.
    11. E. M. Fischer & U. Beyerle & R. Knutti, 2013. "Robust spatially aggregated projections of climate extremes," Nature Climate Change, Nature, vol. 3(12), pages 1033-1038, December.
    12. Tao Wang & Yutong Zhao & Chaoyi Xu & Philippe Ciais & Dan Liu & Hui Yang & Shilong Piao & Tandong Yao, 2021. "Atmospheric dynamic constraints on Tibetan Plateau freshwater under Paris climate targets," Nature Climate Change, Nature, vol. 11(3), pages 219-225, March.
    13. Myles R. Allen & William J. Ingram, 2002. "Constraints on future changes in climate and the hydrologic cycle," Nature, Nature, vol. 419(6903), pages 224-232, September.
    14. Thomas L. Frölicher & Erich M. Fischer & Nicolas Gruber, 2018. "Marine heatwaves under global warming," Nature, Nature, vol. 560(7718), pages 360-364, August.
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