IDEAS home Printed from https://ideas.repec.org/a/spr/climat/v165y2021i1d10.1007_s10584-021-03037-9.html
   My bibliography  Save this article

Spatial and temporal changes in climate extremes over northwestern North America: the influence of internal climate variability and external forcing

Author

Listed:
  • Mohammad Hasan Mahmoudi

    (Western University)

  • Mohammad Reza Najafi

    (Western University)

  • Harsimrenjit Singh

    (Western University)

  • Markus Schnorbus

    (University of Victoria)

Abstract

Increases in the intensity and frequency of hydroclimatic extremes associated with climate change can cause significant socioeconomic problems. Assessments of projected extremes using only a limited number of general circulation model (GCM) simulations can undermine the capacity to differentiate and communicate the contribution of internal climate variability (ICV) and external forcing and result in an underestimation of associated risks. In this study, we assess the impacts of climate change on extreme temperature and precipitation and quantify the contribution of internal variability over the Columbia, Fraser, Peace and Campbell River basins in northwestern North America (NWNA). Seven GCMs that participated in the Coupled Model Intercomparison Project Phase 5 (CMIP5) and a large ensemble of CanESM2 model simulations (50 members) are downscaled to 1/16° spatial resolution using Bias Correction Constructed Analogues with Quantile mapping reordering version 2 (BCCAQ2). Spatial and temporal changes of climate extreme indices, representing the frequency and intensity of extreme temperature and precipitation, are assessed over the historical (1981–2010) and future (2060–2089) periods under the Representative Concentration Pathway (RCP) 8.5. The influence of ICV on the estimated trends of extreme indices is characterised. Overall, both the frequency and intensity of extreme temperature and precipitation events are projected to increase in NWNA indicating more severe dry days and wet conditions in the future. High-elevation Rocky and the Coast Mountains are at larger risks of extreme precipitation, while the Columbia basin, which already faces drought issues, is expected to experience severe dry conditions. Internal climate variability plays a significant role, particularly in the trends of precipitation-related indices. The signal to internal noise ratio analyses suggest that higher elevations experience stronger forcing signals for precipitation-based indices compared to the other regions.

Suggested Citation

  • Mohammad Hasan Mahmoudi & Mohammad Reza Najafi & Harsimrenjit Singh & Markus Schnorbus, 2021. "Spatial and temporal changes in climate extremes over northwestern North America: the influence of internal climate variability and external forcing," Climatic Change, Springer, vol. 165(1), pages 1-19, March.
  • Handle: RePEc:spr:climat:v:165:y:2021:i:1:d:10.1007_s10584-021-03037-9
    DOI: 10.1007/s10584-021-03037-9
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10584-021-03037-9
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10584-021-03037-9?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. S. Geng & D. Yan & T. Zhang & B. Weng & Z. Zhang & T. Qin, 2015. "Effects of drought stress on agriculture soil," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 75(2), pages 1997-2011, January.
    3. Boris Orlowsky & Sonia Seneviratne, 2012. "Global changes in extreme events: regional and seasonal dimension," Climatic Change, Springer, vol. 110(3), pages 669-696, February.
    4. 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.
    5. Mohammad Reza Najafi & Francis W. Zwiers & Nathan P. Gillett, 2016. "Attribution of the spring snow cover extent decline in the Northern Hemisphere, Eurasia and North America to anthropogenic influence," Climatic Change, Springer, vol. 136(3), pages 571-586, June.
    6. Xuebin Zhang & Lisa Alexander & Gabriele C. Hegerl & Philip Jones & Albert Klein Tank & Thomas C. Peterson & Blair Trewin & Francis W. Zwiers, 2011. "Indices for monitoring changes in extremes based on daily temperature and precipitation data," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 2(6), pages 851-870, November.
    7. Clara Deser & Reto Knutti & Susan Solomon & Adam S. Phillips, 2012. "Communication of the role of natural variability in future North American climate," Nature Climate Change, Nature, vol. 2(11), pages 775-779, November.
    8. Olya, Hossein G.T. & Alipour, Habib, 2015. "Risk assessment of precipitation and the tourism climate index," Tourism Management, Elsevier, vol. 50(C), pages 73-80.
    9. William R. L. Anderegg & Jeffrey M. Kane & Leander D. L. Anderegg, 2013. "Consequences of widespread tree mortality triggered by drought and temperature stress," Nature Climate Change, Nature, vol. 3(1), pages 30-36, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Bradley Franklin & Kurt Schwabe & Lucia Levers, 2021. "Perennial Crop Dynamics May Affect Long-Run Groundwater Levels," Land, MDPI, vol. 10(9), pages 1-18, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. S. E. Perkins-Kirkpatrick & C. J. White & L. V. Alexander & D. Argüeso & G. Boschat & T. Cowan & J. P. Evans & M. Ekström & E. C. J. Oliver & A. Phatak & A. Purich, 2016. "Natural hazards in Australia: heatwaves," Climatic Change, Springer, vol. 139(1), pages 101-114, November.
    2. Zheng, Zhonghua & Zhao, Lei & Oleson, Keith W., 2020. "Large model parameter and structural uncertainties in global projections of urban heat waves," Earth Arxiv f5pwa, Center for Open Science.
    3. Franzke, Christian L.E., 2021. "Towards the development of economic damage functions for weather and climate extremes," Ecological Economics, Elsevier, vol. 189(C).
    4. Soledad Collazo & Mariana Barrucand & Matilde Rusticucci, 2022. "Evaluation of CMIP6 models in the representation of observed extreme temperature indices trends in South America," Climatic Change, Springer, vol. 172(1), pages 1-21, May.
    5. 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.
    6. Pujun Liang & Wei Xu & Yunjia Ma & Xiujuan Zhao & Lianjie Qin, 2017. "Increase of Elderly Population in the Rainstorm Hazard Areas of China," IJERPH, MDPI, vol. 14(9), pages 1-17, August.
    7. Antoine Leblois, 2021. "Mitigating the impact of bad rainy seasons in poor agricultural regions to tackle deforestation," Post-Print hal-03111007, HAL.
    8. Xianglin Huang & Tingbin Zhang & Guihua Yi & Dong He & Xiaobing Zhou & Jingji Li & Xiaojuan Bie & Jiaqing Miao, 2019. "Dynamic Changes of NDVI in the Growing Season of the Tibetan Plateau During the Past 17 Years and Its Response to Climate Change," IJERPH, MDPI, vol. 16(18), pages 1-21, September.
    9. Adeline Bichet & Arona Diedhiou & Benoit Hingray & Guillaume Evin & N’Datchoh Evelyne Touré & Klutse Nana Ama Browne & Kouakou Kouadio, 2020. "Assessing uncertainties in the regional projections of precipitation in CORDEX-AFRICA," Climatic Change, Springer, vol. 162(2), pages 583-601, September.
    10. Ling-en Wang & Yuxi Zeng & Linsheng Zhong, 2017. "Impact of Climate Change on Tourism on the Qinghai-Tibetan Plateau: Research Based on a Literature Review," Sustainability, MDPI, vol. 9(9), pages 1-14, August.
    11. Michael R. Grose & James S. Risbey & Penny H. Whetton, 2017. "Tracking regional temperature projections from the early 1990s in light of variations in regional warming, including ‘warming holes’," Climatic Change, Springer, vol. 140(2), pages 307-322, January.
    12. M. Mortezapour & B. Menounos & P. L. Jackson & A. R. Erler, 2022. "Future Snow Changes over the Columbia Mountains, Canada, using a Distributed Snow Model," Climatic Change, Springer, vol. 172(1), pages 1-24, May.
    13. S. Camici & L. Brocca & T. Moramarco, 2017. "Accuracy versus variability of climate projections for flood assessment in central Italy," Climatic Change, Springer, vol. 141(2), pages 273-286, March.
    14. Christopher W. Callahan & Justin S. Mankin, 2022. "National attribution of historical climate damages," Climatic Change, Springer, vol. 172(3), pages 1-19, June.
    15. Hong Ying & Hongyan Zhang & Ying Sun & Jianjun Zhao & Zhengxiang Zhang & Xiaoyi Guo & Hang Zhao & Rihan Wu & Guorong Deng, 2020. "CMIP5-Based Spatiotemporal Changes of Extreme Temperature Events during 2021–2100 in Mainland China," Sustainability, MDPI, vol. 12(11), pages 1-18, May.
    16. Miguel A. Lovino & María Josefina Pierrestegui & Omar V. Müller & Ernesto Hugo Berbery & Gabriela V. Müller & Max Pasten, 2021. "Evaluation of historical CMIP6 model simulations and future projections of temperature and precipitation in Paraguay," Climatic Change, Springer, vol. 164(3), pages 1-24, February.
    17. Rada Matić & Srđan Stamenković & Zorica Popović & Milena Stefanović & Vera Vidaković & Miroslava Smiljanić & Srđan Bojović, 2015. "Tree responses, tolerance and acclimation to stress: Does current research depend on the cultivation status of studied species?," Scientometrics, Springer;Akadémiai Kiadó, vol. 105(2), pages 1209-1222, November.
    18. Liu, Bingcai & Sohngen, Brent, 2020. "Modeling and predicting forest movement: An analysis of timber market and climate change," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304335, Agricultural and Applied Economics Association.
    19. Theodore G. Shepherd & Emily Boyd & Raphael A. Calel & Sandra C. Chapman & Suraje Dessai & Ioana M. Dima-West & Hayley J. Fowler & Rachel James & Douglas Maraun & Olivia Martius & Catherine A. Senior , 2018. "Storylines: an alternative approach to representing uncertainty in physical aspects of climate change," Climatic Change, Springer, vol. 151(3), pages 555-571, December.
    20. Salvi Asefi-Najafabady & Karen L Vandecar & Anton Seimon & Peter Lawrence & Deborah Lawrence, 2018. "Climate change, population, and poverty: vulnerability and exposure to heat stress in countries bordering the Great Lakes of Africa," Climatic Change, Springer, vol. 148(4), pages 561-573, June.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:climat:v:165:y:2021:i:1:d:10.1007_s10584-021-03037-9. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.