Abstract

A reliable estimate of the areal reduction factor (ARF), useful for implementing the upscaling procedure of point rainfall information, is of crucial relevance in many hydrological applications aimed at hydraulic structures design. Despite the availability of different methodologies in the literature, the choice of the best formulation to be applied for ARF assessment in a specific region remains an open problem. In fact, the transposition of ARF formulations to areas different from those where they were developed, even with similar geographical features, could lead to incorrect ARF estimates and relevant errors in design rainfalls, especially for short durations. In this paper, a new deterministic fixed-area approach is proposed; it relies upon an averaging procedure of the ratios between areal and local annual maximum rainfalls. The proposed approach was applied to the study area of Umbria region in central Italy, where a parametric relation expressing ARF in a wide range of rainfall duration (5–2,880 min) and areas (up to about 6,100  km2) was derived. A comparison of the proposed approach with the most widely used empirical methodologies was also performed. The methodology can be adopted in any other region where a network characterized by a minimum length of rainfall time series of 7 years and a proper spatial density of stations is available.

Get full access to this article

View all available purchase options and get full access to this article.

Data Availability Statement

Some or all data, models, or code that support the findings of this study are available from the corresponding author upon reasonable request.

Acknowledgments

The authors would like to acknowledge Marco Stelluti and the Umbrian Regional Authority for providing the data.

References

Alexander, W. J. R. 2001. Flood risk reduction measures: Incorporating flood hydrology for southern Africa. Pretoria, South Africa: Univ. of Pretoria.
Allen, R. J., and A. T. DeGaetano. 2005. “Areal reduction factors for two eastern United States regions with high rain-gauge density.” J. Hydrol. Eng. 10 (4): 327–335. https://doi.org/10.1061/(ASCE)1084-0699(2005)10:4(327).
Asquith, W. H. 1999. Areal-reduction factors for the precipitation of the 1-day design storm in Texas. Reston, VA: USGS.
Asquith, W. H., and J. S. Famiglietti. 2000. “Precipitation areal-reduction factor estimation using an annual-maxima centered approach.” J. Hydrol. 230 (1–2): 55–69. https://doi.org/10.1016/S0022-1694(00)00170-0.
Barbero, G., U. Moisello, and S. Todeschini. 2014. “Evaluation of the areal reduction factor in an urban area through records of limited length: A case study.” J. Hydrol. Eng. 19 (Mar): 5014016. https://doi.org/10.1061/(ASCE)HE.1943-5584.0001022.
Bell, F. C. 1976. The areal reduction factor in rainfall frequency estimation. Swindon, UK: Natural Environment Research Council.
Brath, A., A. Castellarin, M. Franchini, and G. Galeati. 2001. “Estimating the index flood using indirect methods.” Hydrol. Sci. J. 46 (3): 399–418. https://doi.org/10.1080/02626660109492835.
de Michele, C., N. T. Kottegoda, and R. Rosso. 2001. “The derivation of areal reduction factor of storm rainfall from its scaling properties.” Water Resour. Res. 37 (12): 3247–3252. https://doi.org/10.1029/2001WR000346.
Eagleson, P. S. 1972. “Dynamics of flood frequency.” Water Resour. Res. 8 (May): 878–898. https://doi.org/10.1029/WR008i004p00878.
Huff, F. A., and W. L. Shipp. 1969. “Spatial correlations of storm, monthly, and seasonal precipitation.” J. Appl. Meteorol. 8 (4): 542–550. https://doi.org/10.1175/1520-0450(1969)008%3C0542:SCOSMA%3E2.0.CO;2.
Koutsoyiannis, D., and T. Xanthopoulos. 1999. Engineering hydrology. 3rd ed., 418. Athens, Greece: National Technical Univ. of Athens. https://doi.org/10.13140/RG.2.1.4856.0888.
Leclerc, G., and J. C. Schaake. 1972. Derivation of hydrologic frequency curves. Cambridge, MA: Massachusetts Institute of Technology.
Lee, J., K. Park, and C. Yoo. 2018. “Bias from rainfall spatial distribution in the application of areal reduction factor.” KSCE J. Civ. Eng. 22 (Apr): 5229–5241. https://doi.org/10.1007/s12205-017-1773-5.
Mineo, C., E. Ridolfi, F. Napolitano, and F. Russo. 2018. “The areal reduction factor: A new analytical expression for the Lazio Region in central Italy.” J. Hydrol. 560 (Mar): 471–479. https://doi.org/10.1016/j.jhydrol.2018.03.033.
MLTN (Ministry of Land, Transport and Maritime Affairs). 2011. Improvement and supplement of probability rainfall. Seoul: MLTN.
Moisello, U., and S. Papiri. 1986. “Relation between areal and point rainfall depth.” [In Italian.] In Proc., 20th Congress “Idraulica e Costruzioni Idrauliche. Padua, Italy: Univ. of Padua.
Morbidelli, R., et al. 2020. “The history of rainfall data time-resolution in a wide variety of geographical areas.” J. Hydrol. 590 (Nov): 125258. https://doi.org/10.1016/j.jhydrol.2020.125258.
Morbidelli, R., C. Saltalippi, J. Dari, and A. Flammini. 2021. “A review on rainfall data resolution and its role in the hydrological practice.” Water 13 (8): 1012. https://doi.org/10.3390/w13081012.
Morbidelli, R., C. Saltalippi, A. Flammini, M. Cifrodelli, T. Picciafuoco, C. Corradini, M. C. Casas-Castillo, H. J. Fowler, and S. M. Wilkinson. 2017. “Effect of temporal aggregation on the estimate of annual maximum rainfall depths for the design of hydraulic infrastructure systems.” J. Hydrol. 554 (Nov): 710–720. https://doi.org/10.1016/j.jhydrol.2017.09.050.
Morbidelli, R., C. Saltalippi, A. Flammini, T. Picciafuoco, J. Dari, and C. Corradini. 2018. “Characteristics of the underestimation error of annual maximum rainfall depth due to coarse temporal aggregation.” Atmosphere 9 (8): 303. https://doi.org/10.3390/atmos9080303.
Myers, V. A., and R. M. Zehr. 1980. A methodology for point-to-area rainfall frequency ratios. Washington, DC: US Department of Commerce, National Oceanic and Atmospheric Administration, National Weather Service.
NERC (Natural Environment Research Council). 1975. Flood studies report. London: NERC.
Ochoa-Rodriguez, S., L.-P. Wang, P. Willems, and C. Onof. 2019. “A review of radar-rain gauge data merging methods and their potential for urban hydrological applications.” Water Resour. Res. 55 (8): 6356–6391. https://doi.org/10.1029/2018WR023332.
Omolayo, A. S. 1989. “Relationships between point and areal rainfall for flood and drought assessments.” Ph.D. thesis, Dept. of Geography, Univ. of New South Wales.
Omolayo, A. S. 1993. “On the transposition of areal reduction factors for rainfall frequency estimation.” J. Hydrol. 145 (1–2): 191–205. https://doi.org/10.1016/0022-1694(93)90227-Z.
Pietersen, J. P. J., O. J. Gericke, J. Smithers, and Y. Woyessa. 2015. “Review of current methods for estimating areal reduction factors applied to South African design point rainfall and preliminary identification of new methods.” J. S. Afr. Inst. Civ. Eng. 57 (1): 16–30. https://doi.org/10.17159/2309-8775/2015/v57n1a2.
Rodriguez-Iturbe, I., and J. M. Mejía. 1974. “On the transformation of point rainfall to areal rainfall.” Water Resour. Res. 10 (4): 729–735. https://doi.org/10.1029/WR010i004p00729.
Sivapalan, M., and G. Blöschl. 1998. “Transformation of point rainfall to areal rainfall: Intensity–duration–frequency curves.” J. Hydrol. 204 (1–4): 150–167. https://doi.org/10.1016/S0022-1694(97)00117-0.
Skaugen, T. 1997. “Classification of rainfall into small- and large-scale events by statistical pattern recognition.” J. Hydrol. 200 (1–4): 40–57. https://doi.org/10.1016/S0022-1694(97)00003-6.
Srikanthan, R. 1995. A review of the methods for estimating areal reduction factors for design rainfall. Brisbane River, QLD, Australia: Cooperative Research Centre for Catchment Hydrology.
Svensson, C., and D. A. Jones. 2010. “Review of methods for deriving areal reduction factors.” J. Flood Risk Manage. 3 (3): 232–245. https://doi.org/10.1111/j.1753-318X.2010.01075.x.
Umakhanthan, K., and J. Ball. 2005. “Rainfall models for catchment simulation.” Aust. J. Water Resour. 9 (1): 55–67. https://doi.org/10.1080/13241583.2005.11465264.
US Weather Bureau. 1958. Rainfall intensity-frequency regime Parts 1 and 2. Washington, DC: US Department of Commerce.
Veneziano, D., and A. Langousis. 2005. “The areal reduction factor: A multifractal analysis.” Water Resour. Res. 41 (7). https://doi.org/10.1029/2004WR003765.
Willems, P., and J. Berlamont. 2002. “Accounting for the spatial rainfall variability in urban modelling applications.” Water Sci. Technol. 45 (2): 105–112. https://doi.org/10.2166/wst.2002.0034.
Wright, D. B., J. A. Smith, and M. L. Baeck. 2014. “Critical examination of area reduction factors.” J. Hydrol. Eng. 19 (4): 769–776. https://doi.org/10.1061/(ASCE)HE.1943-5584.0000855.
Zehr, R. M., and V. A. Myers. 1984. Depth-area ratios in the semi-arid southwest United States. Silver Spring, MD: Office of Hydrology, National Weather Service, NOAA.

Information & Authors

Information

Published In

Go to Journal of Hydrologic Engineering
Journal of Hydrologic Engineering
Volume 29Issue 2April 2024

History

Received: May 8, 2023
Accepted: Nov 20, 2023
Published online: Feb 7, 2024
Published in print: Apr 1, 2024
Discussion open until: Jul 7, 2024

Permissions

Request permissions for this article.

Authors

Affiliations

Professor, Dept. of Civil and Environmental Engineering, Perugia Univ., via G. Duranti 93, Perugia 06125, Italy (corresponding author). ORCID: https://orcid.org/0000-0002-9823-3413. Email: [email protected]
Renato Morbidelli [email protected]
Professor, Dept. of Civil and Environmental Engineering, Perugia Univ., via G. Duranti 93, Perugia 06125, Italy. Email: [email protected]
Postdoc Researcher, Dept. of Civil and Environmental Engineering, Perugia Univ., via G. Duranti 93, Perugia 06125, Italy; National Research Council, Research Institute for Geo-Hydrological Protection, via Madonna Alta 126, Perugia 06125, Italy. ORCID: https://orcid.org/0000-0003-2740-5270. Email: [email protected]
Pier Riccardo Porceddu [email protected]
Professor, Dept. of Civil and Environmental Engineering, Perugia Univ., via G. Duranti 93, Perugia 06125, Italy. Email: [email protected]
Tommaso Moramarco, M.ASCE [email protected]
Research Director, National Research Council, Research Institute for Geo-Hydrological Protection, via Madonna Alta 126, Perugia 06128, Italy. Email: [email protected]
Carla Saltalippi [email protected]
Professor, Dept. of Civil and Environmental Engineering, Perugia Univ., via G. Duranti 93, Perugia 06128, Italy. Email: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share