IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i9p7081-d1130871.html
   My bibliography  Save this article

On the Use of Reanalysis Data to Reconstruct Missing Observed Daily Temperatures in Europe over a Lengthy Period of Time

Author

Listed:
  • Konstantinos V. Varotsos

    (Institute for Environmental Research and Sustainable Development, National Observatory of Athens, GR-15236 Athens, Greece)

  • George Katavoutas

    (Institute for Environmental Research and Sustainable Development, National Observatory of Athens, GR-15236 Athens, Greece)

  • Christos Giannakopoulos

    (Institute for Environmental Research and Sustainable Development, National Observatory of Athens, GR-15236 Athens, Greece)

Abstract

In this study, a methodology that can reconstruct missing daily values of maximum and minimum temperatures over a long time period under the assumption of a sparse network of meteorological stations is described. To achieve this, a well-established software used for quality control, homogenization and the infilling of missing climatological series data, Climatol, is used to combine a mosaic of data, including daily observations from 15 European stations and daily data from two high-resolution reanalysis datasets, ERA5-Land and MESCAN-SURFEX; this is in order reconstruct daily values over the 2000–2018 period. By comparing frequently used indices, defined by the Expert Team on Climate Change Detection and Indices (ETCCDI) in studies of climate change assessment and goodness-of-fit measures, the reconstructed time series are evaluated against the observed ones. The analysis reveals that the ERA5-Land reconstructions outperform the MESCAN-SURFEX ones when compared to the observations in terms of biases, the various indices evaluated, and in terms of the goodness of fit for both the daily maximum and minimum temperatures. In addition, the magnitude and significance of the observed long-term temporal trends maintained in the reconstructions, in the majority of the stations examined, for both the daily maximum and daily minimum temperatures, is an issue of the greatest relevance in many climatic studies.

Suggested Citation

  • Konstantinos V. Varotsos & George Katavoutas & Christos Giannakopoulos, 2023. "On the Use of Reanalysis Data to Reconstruct Missing Observed Daily Temperatures in Europe over a Lengthy Period of Time," Sustainability, MDPI, vol. 15(9), pages 1-17, April.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:9:p:7081-:d:1130871
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/9/7081/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/15/9/7081/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Elahi, Ehsan & Khalid, Zainab & Tauni, Muhammad Zubair & Zhang, Hongxia & Lirong, Xing, 2022. "Extreme weather events risk to crop-production and the adaptation of innovative management strategies to mitigate the risk: A retrospective survey of rural Punjab, Pakistan," Technovation, Elsevier, vol. 117(C).
    Full references (including those not matched with items on IDEAS)

    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. Zhaoxue Gai & Ying Xu & Guoming Du, 2023. "Spatio-Temporal Differentiation and Driving Factors of Carbon Storage in Cultivated Land-Use Transition," Sustainability, MDPI, vol. 15(5), pages 1-16, February.
    2. Gao Chao & Meixue Feng, 2022. "Rural Ecological Environment Promotes the Improvement of the Mechanism of Bilateral Economic Interest Connection between Agricultural Enterprises and Farmers under the New Retail Format," Sustainability, MDPI, vol. 14(23), pages 1-24, December.
    3. Peng, Benhong & Zhao, Yinyin & Elahi, Ehsan & Wan, Anxia, 2023. "Can third-party market cooperation solve the dilemma of emissions reduction? A case study of energy investment project conflict analysis in the context of carbon neutrality," Energy, Elsevier, vol. 264(C).
    4. Du Peng & Ehsan Elahi & Zainab Khalid, 2023. "Productive Service Agglomeration, Human Capital Level, and Urban Economic Performance," Sustainability, MDPI, vol. 15(9), pages 1-25, April.
    5. Wen-Chi Yang & Wen-Min Lu, 2023. "Achieving Net Zero—An Illustration of Carbon Emissions Reduction with A New Meta-Inverse DEA Approach," IJERPH, MDPI, vol. 20(5), pages 1-20, February.
    6. Huitao Shen & Tao Zhang & Yanxia Zhao & Aibin Wu & Zhenhua Zheng & Jiansheng Cao, 2023. "Effects of Precipitation Variation on Annual and Winter Soil Respiration in a Semiarid Mountain Shrubland in Northern China," Sustainability, MDPI, vol. 15(9), pages 1-13, May.
    7. Yan Zhao & Ehsan Elahi & Zainab Khalid & Xuegang Sun & Fang Sun, 2023. "Environmental, Social and Governance Performance: Analysis of CEO Power and Corporate Risk," Sustainability, MDPI, vol. 15(2), pages 1-18, January.
    8. Min Zhu & Mengqi Sun & Ehsan Elahi & Yajie Li & Zainab Khalid, 2023. "Analyzing the Relationship between Green Finance and Agricultural Industrial Upgrading: A Panel Data Study of 31 Provinces in China," Sustainability, MDPI, vol. 15(12), pages 1-19, June.
    9. Kasin Ransikarbum & Wattana Chanthakhot & Tony Glimm & Jettarat Janmontree, 2023. "Evaluation of Sourcing Decision for Hydrogen Supply Chain Using an Integrated Multi-Criteria Decision Analysis (MCDA) Tool," Resources, MDPI, vol. 12(4), pages 1-22, April.
    10. Gang Li & Ehsan Elahi & Xingshuai Wang, 2023. "Population age structure, asset price, and financial stability," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(4), pages 2041-2056, June.
    11. Heba Akasha & Omid Ghaffarpasand & Francis D. Pope, 2023. "Climate Change, Air Pollution and the Associated Burden of Disease in the Arabian Peninsula and Neighbouring Regions: A Critical Review of the Literature," Sustainability, MDPI, vol. 15(4), pages 1-20, February.
    12. Theodoros Mavromatis & Aristeidis K. Georgoulias & Dimitris Akritidis & Dimitris Melas & Prodromos Zanis, 2022. "Spatiotemporal Evolution of Seasonal Crop-Specific Climatic Indices under Climate Change in Greece Based on EURO-CORDEX RCM Simulations," Sustainability, MDPI, vol. 14(24), pages 1-20, December.
    13. Wenxiang Peng & Yutao Lei & Xuan Zhang, 2023. "Analysis of China’s High-Carbon Manufacturing Industry’s Carbon Emissions in the Digital Process," Sustainability, MDPI, vol. 15(20), pages 1-35, October.
    14. Yuan Yuan & Fengting Qian & Jiaqi Lu & Dungang Gu & Yuhang Lou & Na Xue & Guanghui Li & Wenjie Liao & Nan Zhang, 2022. "Design Optimization and Carbon Footprint Analysis of an Electrodeionization System with Flexible Load Regulation," Sustainability, MDPI, vol. 14(23), pages 1-13, November.
    15. Xueying Meng & Tianqing Li & Mahmood Ahmad & Guitao Qiao & Yang Bai, 2022. "Capital Formation, Green Innovation, Renewable Energy Consumption and Environmental Quality: Do Environmental Regulations Matter?," IJERPH, MDPI, vol. 19(20), pages 1-14, October.
    16. Matt Comi & Florence Becot & Casper Bendixsen, 2023. "Automation, Climate Change, and the Future of Farm Work: Cross-Disciplinary Lessons for Studying Dynamic Changes in Agricultural Health and Safety," IJERPH, MDPI, vol. 20(6), pages 1-15, March.
    17. Feng Ye & Zhongna Yang & Mark Yu & Susan Watson & Ashley Lovell, 2023. "Can Market-Oriented Reform of Agricultural Subsidies Promote the Growth of Agricultural Green Total Factor Productivity? Empirical Evidence from Maize in China," Agriculture, MDPI, vol. 13(2), pages 1-20, January.
    18. Artur Szatkowski & Mateusz Sokólski & Dariusz Załuski & Krzysztof Józef Jankowski, 2023. "The Effects of Agronomic Management in Different Tillage Systems on the Fall Growth of Winter Oilseed Rape," Agriculture, MDPI, vol. 13(2), pages 1-14, February.
    19. Min Zhu & Yajie Li & Zainab Khalid & Ehsan Elahi, 2023. "Comprehensive Evaluation and Promotion Strategy of Agricultural Digitalization Level," Sustainability, MDPI, vol. 15(8), pages 1-15, April.
    20. Yueping Deng & Wenyu Jiang & Tianyu Zhang & Jing Chen & Zhi Wu & Yuanqing Liu & Xinyue Tao & Bo Liu, 2023. "Projection of Meteorological Dryness/Wetness Evolution Based on Multi-Model Scenarios in Poyang Lake Basin, China," Sustainability, MDPI, vol. 15(10), pages 1-15, May.

    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:15:y:2023:i:9:p:7081-:d:1130871. 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.