IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i16p10375-d893321.html
   My bibliography  Save this article

Comparison between CMIP5 and CMIP6 Models over MENA Region Using Historical Simulations and Future Projections

Author

Listed:
  • Mohammed Magdy Hamed

    (Construction and Building Engineering Department, College of Engineering and Technology, Arab Academy for Science, Technology and Maritime Transport (AASTMT), B 2401 Smart Village, Giza 12577, Egypt
    Department of Water and Environmental Engineering, School of Civil Engineering, Faculty of Engineering, Universiti Teknologi Malaysia (UTM), Skudia 81310, Johor, Malaysia)

  • Mohamed Salem Nashwan

    (Construction and Building Engineering Department, College of Engineering and Technology, Arab Academy for Science, Technology and Maritime Transport (AASTMT), Elhorria, Cairo P.O. Box 2033, Egypt)

  • Mohammed Sanusi Shiru

    (Department of Environmental Sciences, Faculty of Science, Federal University Dutse, P.M.B, Dutse 7156, Nigeria)

  • Shamsuddin Shahid

    (Department of Water and Environmental Engineering, School of Civil Engineering, Faculty of Engineering, Universiti Teknologi Malaysia (UTM), Skudia 81310, Johor, Malaysia)

Abstract

The study evaluated the ability of 11 global climate models of the latest two versions of the Coupled Model Intercomparison Project (CMIP5 and CMIP6) to simulate observed (1965–2005) rainfall, maximum (T max ) and minimum (T min ) temperatures, mean eastward (uas) and northward (vas) wind speed, and mean surface pressure. It also evaluated relative uncertainty in projections of climate variables using those two CMIPs. The European reanalysis (ERA5) data were used as the reference to evaluate the performance of the GCMs and their mean and median multimodel ensembles (MME). The study revealed less bias in CMIP6 GCMs than CMIP5 GCMs in simulating most climate variables. The biases in rainfall, T max , T min , uas, vas, and surface pressure were −55 mm, 0.28 °C, −0.11 °C, −0.25 m/s, −0.06 m/s, and −0.038 Kpa for CMIP6 compared to −65 mm, 0.07 °C, −0.87 °C, −0.41 m/s, −0.05 m/s, and 0.063 Kpa for CMIP5. The uncertainty in CMIP6 projections of rainfall, T max , T min , uas, vas, and wind speed was relative more narrow than those for CMIP5. The projections showed a higher increase in T min than T max by 0.64 °C, especially in the central region. Besides, rainfall in most parts of MENA would increase; however, it might decrease by 50 mm in the coastal regions. The study revealed the better ability of CMIP6 GCMs for a wide range of climatic studies.

Suggested Citation

  • Mohammed Magdy Hamed & Mohamed Salem Nashwan & Mohammed Sanusi Shiru & Shamsuddin Shahid, 2022. "Comparison between CMIP5 and CMIP6 Models over MENA Region Using Historical Simulations and Future Projections," Sustainability, MDPI, vol. 14(16), pages 1-20, August.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:16:p:10375-:d:893321
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/16/10375/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/16/10375/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Saleem A. Salman & Shamsuddin Shahid & Ahmad Sharafati & Golam Saleh Ahmed Salem & Amyrhul Abu Bakar & Aitazaz Ahsan Farooque & Eun-Sung Chung & Yaseen Adnan Ahmed & Bryukhov Mikhail & Zaher Mundher Y, 2021. "Projection of Agricultural Water Stress for Climate Change Scenarios: A Regional Case Study of Iraq," Agriculture, MDPI, vol. 11(12), pages 1-16, December.
    2. Mohammad Naser Sediqi & Mohammed Sanusi Shiru & Mohamed Salem Nashwan & Rawshan Ali & Shadan Abubaker & Xiaojun Wang & Kamal Ahmed & Shamsuddin Shahid & Md. Asaduzzaman & Sayed Mir Agha Manawi, 2019. "Spatio-Temporal Pattern in the Changes in Availability and Sustainability of Water Resources in Afghanistan," Sustainability, MDPI, vol. 11(20), pages 1-17, October.
    3. Saleem A. Salman & Shamsuddin Shahid & Haitham Abdulmohsin Afan & Mohammed Sanusi Shiru & Nadhir Al-Ansari & Zaher Mundher Yaseen, 2020. "Changes in Climatic Water Availability and Crop Water Demand for Iraq Region," Sustainability, MDPI, vol. 12(8), pages 1-20, April.
    4. Jeremy S. Pal & Elfatih A. B. Eltahir, 2016. "Future temperature in southwest Asia projected to exceed a threshold for human adaptability," Nature Climate Change, Nature, vol. 6(2), pages 197-200, February.
    5. Richard H. Moss & Jae A. Edmonds & Kathy A. Hibbard & Martin R. Manning & Steven K. Rose & Detlef P. van Vuuren & Timothy R. Carter & Seita Emori & Mikiko Kainuma & Tom Kram & Gerald A. Meehl & John F, 2010. "The next generation of scenarios for climate change research and assessment," Nature, Nature, vol. 463(7282), pages 747-756, February.
    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. Ayat-Allah Bouramdane, 2022. "Assessment of CMIP6 Multi-Model Projections Worldwide: Which Regions Are Getting Warmer and Are Going through a Drought in Africa and Morocco? What Changes from CMIP5 to CMIP6?," Sustainability, MDPI, vol. 15(1), pages 1-32, December.
    2. Lup Wai Chew & Xian-Xiang Li & Michael Y. L. Chew, 2023. "Climate Change Projection and Its Impacts on Building Façades in Singapore," Sustainability, MDPI, vol. 15(4), pages 1-14, February.
    3. Tolga Kara & Ahmet Duran Şahin, 2023. "Implications of Climate Change on Wind Energy Potential," Sustainability, MDPI, vol. 15(20), pages 1-26, October.
    4. Mohammed Magdy Hamed & Mohamed Salem Nashwan & Tarmizi bin Ismail & Shamsuddin Shahid, 2022. "Projection of Thermal Bioclimate of Egypt for the Paris Agreement Goals," Sustainability, MDPI, vol. 14(20), pages 1-19, October.

    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. Samuel Lüthi & Christopher Fairless & Erich M. Fischer & Noah Scovronick & Armstrong & Micheline De Sousa Zanotti Stagliorio Coelho & Yue Leon Guo & Yuming Guo & Yasushi Honda & Veronika Huber & Jan K, 2023. "Rapid increase in the risk of heat-related mortality," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
    2. Mohd Sayeed Ul Hasan & Mufti Mohammad Saif & Nehal Ahmad & Abhishek Kumar Rai & Mohammad Amir Khan & Ali Aldrees & Wahaj Ahmad Khan & Mustafa K. A. Mohammed & Zaher Mundher Yaseen, 2023. "Spatiotemporal Analysis of Future Trends in Terrestrial Water Storage Anomalies at Different Climatic Zones of India Using GRACE/GRACE-FO," Sustainability, MDPI, vol. 15(2), pages 1-24, January.
    3. Mohammed Sanusi Shiru & Shamsuddin Shahid & Inhwan Park, 2021. "Projection of Water Availability and Sustainability in Nigeria Due to Climate Change," Sustainability, MDPI, vol. 13(11), pages 1-16, June.
    4. Cai, Yiyong & Newth, David & Finnigan, John & Gunasekera, Don, 2015. "A hybrid energy-economy model for global integrated assessment of climate change, carbon mitigation and energy transformation," Applied Energy, Elsevier, vol. 148(C), pages 381-395.
    5. Chateau, J. & Dellink, R. & Lanzi, E. & Magne, B., 2012. "Long-term economic growth and environmental pressure: reference scenarios for future global projections," Conference papers 332249, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    6. Gerald Nelson & Jessica Bogard & Keith Lividini & Joanne Arsenault & Malcolm Riley & Timothy B. Sulser & Daniel Mason-D’Croz & Brendan Power & David Gustafson & Mario Herrero & Keith Wiebe & Karen Coo, 2018. "Income growth and climate change effects on global nutrition security to mid-century," Nature Sustainability, Nature, vol. 1(12), pages 773-781, December.
    7. Meraj Sarwary & Senthilnathan Samiappan & Ghulam Dastgir Khan & Masaood Moahid, 2023. "Climate Change and Cereal Crops Productivity in Afghanistan: Evidence Based on Panel Regression Model," Sustainability, MDPI, vol. 15(14), pages 1-13, July.
    8. Kokou Amega & Yendoubé Laré & Ramchandra Bhandari & Yacouba Moumouni & Aklesso Y. G. Egbendewe & Windmanagda Sawadogo & Saidou Madougou, 2022. "Solar Energy Powered Decentralized Smart-Grid for Sustainable Energy Supply in Low-Income Countries: Analysis Considering Climate Change Influences in Togo," Energies, MDPI, vol. 15(24), pages 1-24, December.
    9. Syed Asif Ali Naqvi & Abdul Majeed Nadeem & Muhammad Amjed Iqbal & Sadia Ali & Asia Naseem, 2019. "Assessing the Vulnerabilities of Current and Future Production Systems in Punjab, Pakistan," Sustainability, MDPI, vol. 11(19), pages 1-13, September.
    10. Elmar Kriegler & Brian-C O'Neill & Stéphane Hallegatte & Tom Kram & Richard-H Moss & Robert Lempert & Thomas J Wilbanks, 2010. "Socio-economic Scenario Development for Climate Change Analysis," CIRED Working Papers hal-00866437, HAL.
    11. Mohamed Kefi & Binaya Kumar Mishra & Yoshifumi Masago & Kensuke Fukushi, 2020. "Analysis of flood damage and influencing factors in urban catchments: case studies in Manila, Philippines, and Jakarta, Indonesia," 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. 104(3), pages 2461-2487, December.
    12. Qun'ou Jiang & Yuwei Cheng & Qiutong Jin & Xiangzheng Deng & Yuanjing Qi, 2015. "Simulation of Forestland Dynamics in a Typical Deforestation and Afforestation Area under Climate Scenarios," Energies, MDPI, vol. 8(10), pages 1-26, September.
    13. Flavio R. Arroyo M. & Luis J. Miguel, 2019. "The Trends of the Energy Intensity and CO 2 Emissions Related to Final Energy Consumption in Ecuador: Scenarios of National and Worldwide Strategies," Sustainability, MDPI, vol. 12(1), pages 1-21, December.
    14. Ricky P. Laureta & Ric Ryan H. Regalado & Ermar B. De La Cruz, 2021. "Climate vulnerability scenario of the agricultural sector in the Bicol River Basin, Philippines," Climatic Change, Springer, vol. 168(1), pages 1-18, September.
    15. Bucchignani Edoardo & Mercogliano Paola & Montesarchio Myriam & Zollo Alessandra Lucia, 2017. "Numerical Simulation of the Period 1971–2100 over the Mediterranean Area with a Regional Model, Scenario SRES-A1B," Sustainability, MDPI, vol. 9(12), pages 1-17, November.
    16. Avri Eitan, 2021. "Promoting Renewable Energy to Cope with Climate Change—Policy Discourse in Israel," Sustainability, MDPI, vol. 13(6), pages 1-17, March.
    17. John M. DeCicco, 2018. "Methodological Issues Regarding Biofuels and Carbon Uptake," Sustainability, MDPI, vol. 10(5), pages 1-15, May.
    18. Pedro Pérez-Cutillas & Pedro Baños Páez & Isabel Banos-González, 2020. "Variability of Water Balance under Climate Change Scenarios. Implications for Sustainability in the Rhône River Basin," Sustainability, MDPI, vol. 12(16), pages 1-22, August.
    19. Aikaterini Papapostolou & Charikleia Karakosta & Kalliopi-Anastasia Kourti & Haris Doukas & John Psarras, 2019. "Supporting Europe’s Energy Policy Towards a Decarbonised Energy System: A Comparative Assessment," Sustainability, MDPI, vol. 11(15), pages 1-26, July.
    20. H. Oğuz Çoban & Ömer K. Örücü & E. Seda Arslan, 2020. "MaxEnt Modeling for Predicting the Current and Future Potential Geographical Distribution of Quercus libani Olivier," Sustainability, MDPI, vol. 12(7), pages 1-17, March.

    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:gam:jsusta:v:14:y:2022:i:16:p:10375-:d:893321. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.