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Evaluating the RUNOFF01 model’s performance and potential for micro-catchment design
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  • Published: 09 February 2026

Evaluating the RUNOFF01 model’s performance and potential for micro-catchment design

  • Ali Shabani  ORCID: orcid.org/0000-0001-5288-82651,2,
  • Artemis Roodari3 &
  • Ali Reza Sepaskhah3,4 

Scientific Reports , Article number:  (2026) Cite this article

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We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Engineering
  • Environmental sciences
  • Hydrology
  • Natural hazards

Abstract

This study evaluates the performance of the RUNOFF01 model for simulating Hortonian overland flow under conditions where the entire watershed contributes to runoff, rendering scale effects negligible. The model was validated against three distinct datasets: (1) rainfall simulator experiments on a loam soil with various surface treatments (gravel, corrugations, and chemical amendments), (2) flume experiments on sandy loam and silty clay soils under different slopes and rainfall intensities, and (3) data from a 4.83-hectare agricultural catchment. Statistical analysis, using normalized root mean square error (NRMSE < 0.2), index of agreement (d > 0.96), and F-tests, demonstrated strong agreement between simulated and measured runoff across all scenarios. The results confirm that for slope lengths under ~ 350 m and extended rainfall duration—common in arid-region micro-catchments—the time to equilibrium (tₑ) is rapidly achieved, and the model accurately predicts runoff volume using key inputs like rainfall intensity, infiltration rate, and slope. The RUNOFF01 model can be used as a reliable tool for designing water harvesting systems and soil conservation strategies in ungauged agricultural basins.

Data availability

The datasets generated and/or analyzed during the current study are available from the corresponding author upon reasonable request.

References

  1. Horton, R. E. The role of infiltration in the hydrologic cycle. Eos Trans. AGU. 14, 446–460 (1933).

    Google Scholar 

  2. Dunne, T. Field studies of hillslope flow processes. In Hillslope Hydrology (ed. Kirkby, M. J.) 227–293 (Wiley, 1978).

    Google Scholar 

  3. Van de Giesen, N., Stomph, T. J., Ajayi, A. E. & Bagayoko, F. Scale effects in hortonian surface runoff on agricultural slopes in West africa: field data and models. Agric. Ecosyst. Environ. 142, 95–101 (2011).

    Google Scholar 

  4. Stomph, T. J., De Ridder, N. & Steenhuis, T. S. Van de Giesen, N. C. Scale effects of hortonian overland flow and rainfall-runoff dynamics: laboratory validation of a process-based model. Earth Surf. Process. Landf. 27, 847–855 (2002).

    Google Scholar 

  5. Patino, C. et al. HyetoClust method: hyetograph design through cluster analysis. J. Hydrol. 625, 130014 (2023).

    Google Scholar 

  6. Yosef, B. A. & Asmamaw, D. K. Rainwater harvesting: an option for dry land agriculture in arid and semi-arid Ethiopia. Int. J. Water Resour. Environ. Eng. 7, 17–28 (2015).

    Google Scholar 

  7. Ayanshola, A. M. & Dauda, K. A. Development of a Negarim micro-catchment system for citrus production. J. Res. Wildl. Environ. 11, 51–61 (2019).

    Google Scholar 

  8. Sepaskhah, A. R. & Moosavi-Fard, S. R. Determination of rainfall-runoff relationship based on soil physical properties for use in microcatchment water harvesting system design. Iran. J. Sci. Technol. 34, 447–460 (2010).

    Google Scholar 

  9. Sepaskhah, A. R., Kamgar-Haghighi, A. A. & Moosavi, S. A. A. Evaluation of hydrological parameters for design of microcatchment water harvesting in a semi-arid climate. Iran. J. Sci. Technol. 16, 105–116 (1992).

    Google Scholar 

  10. Sepaskhah, A. R. & Fooladmand, H. R. A computer model for design of microcatchment water harvesting systems for rain-fed vineyard. Agric. Water Manag. 64, 213–232 (2004).

    Google Scholar 

  11. Van de Giesen, N. C., Stomph, T. J. & De Ridder, N. Scale effects of hortonian overland flow and rainfall–runoff dynamics in a West African Catena landscape. Hydrol. Process. 14, 165–175 (2000).

    Google Scholar 

  12. Van de Giesen, N. C. & Stomph, T. J. RUNOFF01: Software for Calculating two-dimensional Hortonian Flow and Associated Scale effects, Manual and Code Description (ZEF, 2003).

  13. Van de Giesen, N. & Stomph, T. J. Ridder, N. Surface runoff scale effects in West African watersheds: modeling and management options. Agric. Water Manag. 72, 109–130 (2005). de.

    Google Scholar 

  14. Philip, J. R. The theory of infiltration: 4. Sorptivity and algebraic infiltration equations. Soil. Sci. 84, 257–264 (1957).

    Google Scholar 

  15. Jensen, M. E. Effective rainfall Estimation. J. Hydrol. 45, 305–311 (1980).

    Google Scholar 

  16. Sepaskhah, A. R. & Bondar, H. Estimation of manning roughness coefficient for bare and vegetated furrow irrigation. Biosyst Eng. 82, 351–357 (2002).

    Google Scholar 

  17. Cuenca, R. H. Irrigation System Design: an Engineering Approach (Prentice Hall, 1989).

  18. Parvizi, H. & Sepaskhah, A. R. The Effect of Physical and Chemical Soil Treatments on runoff, Infiltration and Soil Loss in Loam Soil (Master’s Seminar on Irrigation and Drainage, 2009).

  19. Javadi, P., Rouhipour, H. & Mahjoubi, A. A. Effect of rock fragments cover on erosion and overland flow using flume and rainfall simulator. Iran. J. Range Desert Res. 12, 278–310 (2005).

    Google Scholar 

  20. Momtahan, H. & Amin, S. Testing the ANSWERS computer model for flood prediction and erosion estimation from small agricultural watersheds. Master’s thesis. (Shiraz University, 1989).

  21. Rajaee, S. & Amin, S. Determination of clay increase coefficient in sediments resulting from erosion of the watershed located in the School of Agriculture, Shiraz University. Master’s thesis. (Shiraz University, 1995).

  22. Garousi, A. & Amin, S. Modification of the ANSWERS computer model for calculating the sedimentation discharge ratio (SDR) in an agricultural watershed. Master’s thesis. (Shiraz University, 1997).

  23. Jamieson, P. D., Porter, J. R. & Wilson, D. R. A test of the computer simulation model ARCWHEAT1 on wheat crops grown in new Zealand. Field Crops Res. 27, 337–350 (1991).

    Google Scholar 

  24. Ajayi, A. E. & Vlek, P. A numerical model for simulating hortonian overland flow on tropical hillslopes with vegetation elements. Hydrol. Process. 22, 1107–1118 (2008).

    Google Scholar 

  25. Bagarello, V. & Ferro, V. Plot-scale measurement of soil erosion at the experimental area of sparacia (southern Italy). Hydrol. Process. 18, 141–157 (2004).

    Google Scholar 

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Author information

Authors and Affiliations

  1. Department of Water Science and Engineering, Faculty of Agriculture, Fasa University, Fasa, 74616-86131, Islamic Republic of Iran

    Ali Shabani

  2. Research Institute of Water Resources Management in Arid Region, Fasa University, Fasa, 74616-86131, Islamic Republic of Iran

    Ali Shabani

  3. Irrigation Department, Shiraz University, Shiraz, Islamic Republic of Iran

    Artemis Roodari & Ali Reza Sepaskhah

  4. Drought Research Center, Shiraz University, Shiraz, Islamic Republic of Iran

    Ali Reza Sepaskhah

Authors
  1. Ali Shabani
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  2. Artemis Roodari
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  3. Ali Reza Sepaskhah
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Contributions

A. Sh. was responsible for conceptualizing the study, writing the original draft, visualization (diagrams), and manuscript editing. A. R. contributed to the methodology and visualization through model implementation and diagram creation. A. R. S. conceptualized the study and provided supervision and review of the manuscript.

Corresponding authors

Correspondence to Ali Shabani or Ali Reza Sepaskhah.

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The authors declare no competing interests.

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Shabani, A., Roodari, A. & Sepaskhah, A.R. Evaluating the RUNOFF01 model’s performance and potential for micro-catchment design. Sci Rep (2026). https://doi.org/10.1038/s41598-026-36785-8

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  • Received: 29 September 2025

  • Accepted: 16 January 2026

  • Published: 09 February 2026

  • DOI: https://doi.org/10.1038/s41598-026-36785-8

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Keywords

  • Rainfall simulator
  • Infiltration rate
  • Micro-catchment
  • Hortonian overland flow
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