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Converting Daily Rainfall Data to Sub-daily—Introducing the MIMD Method

Author

Listed:
  • Majid Galoie

    (Imam Khomeini International University)

  • Fouad Kilanehei

    (Imam Khomeini International University)

  • Artemis Motamedi

    (Imam Khomeini International University - Buin Zahra Higher Education Center of Engineering and Technology)

  • Mohammad Nazari-Sharabian

    (University of Nevada)

Abstract

One of the most important analysis in many hydrological and agricultural studies is to convert the daily rainfall data into sub-daily (hourly) because in many rainfall stations, only the daily rainfall data are available and for a comprehensive rainfall analysis, these data should be converted to sub-daily. Many experimental and analytical methods are available for this conversion but one of the simplest yet accurate ones has been proposed by the Indian Meteorological Department (IMD). Since the IMD method has shown low accuracy in some regions, in this study, the IMD method is modified to a single parameter equation, called Modified Indian Meteorological Department (MIMD) in order to improve the accuracy of the conversion. For this reason, the parameter is calibrated so that the maximum correlation between observed and estimated values is achieved. Five stations in different regions with different climatic conditions were selected so that the daily and sub-daily rainfall data were available in each of them. Then, the parameter of the MIMD method was derived for each station. The results were compared with both observed data and IMD method and it was shown that the mean correlation coefficient of MIMD and IMD methods were 0.9 and 0.73 respectively for 12-h rainfall depth which indicated that the accuracy of the MIMD method in estimation of sub-daily rainfall depths was significantly increased. Moreover, the results showed that the accuracy of the MIMD method decreases as rainfall duration decreases.

Suggested Citation

  • Majid Galoie & Fouad Kilanehei & Artemis Motamedi & Mohammad Nazari-Sharabian, 2021. "Converting Daily Rainfall Data to Sub-daily—Introducing the MIMD Method," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 35(11), pages 3861-3871, September.
    • Handle: RePEc:spr:waterr:v:35:y:2021:i:11:d:10.1007_s11269-021-02930-3
    DOI: 10.1007/s11269-021-02930-3
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    References listed on IDEAS

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    1. Caubel, J. & Launay, M. & Lannou, C. & Brisson, N., 2012. "Generic response functions to simulate climate-based processes in models for the development of airborne fungal crop pathogens," Ecological Modelling, Elsevier, vol. 242(C), pages 92-104.
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    Cited by:

    1. Wan Amirul Syahmi Wan Mazlan & Nurul Nadrah Aqilah Tukimat, 2023. "Comparative Analyses on Disaggregation Methods for the Rainfall Projection," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 37(10), pages 4195-4209, August.
    2. Irfan Ahmed Shaikh & Aimrun Wayayok & Munir Ahmed Mangrio & Ziyad Ali Alhussain & Farman Ali Chandio & Zaheer Ahmed Khan & Waseem Asghar Khan & Mogtaba Mohammed & Murtada K. Elbashir & Jamshaid Ul Rah, 2022. "Optimizing Approach of Water Allocation to Off-Takes During Reduced Flows," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 36(3), pages 891-913, February.

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