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Visualization of uncertain leaching fraction and drought exposure as a function of irrigation dosage and frequency

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  • Mondaca-Duarte, F.D.
  • Reyes-Lastiri, D.
  • Heinen, M.
  • van Henten, E.J.
  • van Mourik, S.

Abstract

There is a need for precise irrigation strategies to reduce leaching and water use, whilst avoiding drought exposure. A model-based prediction and visualization method is proposed to help estimate the precise required irrigation dosage and frequency to achieve desired leaching fraction and drought exposure as a multi-objective optimization problem. The method produces a contour plot that shows the estimated leaching and drought exposure under uncertain evapotranspiration. Three sandy soils and three clay soils were examined for a total of 6 different soils, which included a clay soil case with protected Chrysanthemum cultivation. The results illustrate the usefulness of this type of visualization in decision support. Predictions indicate that compared to a conventional irrigation strategy, leaching could be reduced by 40% and water use by 9% whilst maintaining a low drought exposure (below 1%). Furthermore, predictions indicate that reducing evapotranspiration uncertainty would require an irrigation frequency increase (∼20%) or a total irrigation dosage increase (∼10%). Compared to clay soils, sandy soils require a higher frequency irrigation (more than once per 2 days) to prevent drought exposure. The proposed model-based framework and visualization method provides a useful understanding of low-risk irrigation strategies that account for evapotranspiration uncertainty, while reducing water use and minimizing leaching, giving valuable insights to agricultural professionals and policymakers alike. Additionally, the developed framework has the potential to be used as a core for decision and control tools developed for sustainable agriculture and water resource management.

Suggested Citation

  • Mondaca-Duarte, F.D. & Reyes-Lastiri, D. & Heinen, M. & van Henten, E.J. & van Mourik, S., 2023. "Visualization of uncertain leaching fraction and drought exposure as a function of irrigation dosage and frequency," Agricultural Water Management, Elsevier, vol. 283(C).
    • Handle: RePEc:eee:agiwat:v:283:y:2023:i:c:s037837742300166x
    DOI: 10.1016/j.agwat.2023.108301
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    References listed on IDEAS

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    1. Aggarwal, P. K., 1995. "Uncertainties in crop, soil and weather inputs used in growth models: Implications for simulated outputs and their applications," Agricultural Systems, Elsevier, vol. 48(3), pages 361-384.
    2. Ertek, Ahmet & Sensoy, Suat & Kucukyumuk, Cenk & Gedik, Ibrahim, 2004. "Irrigation frequency and amount affect yield components of summer squash (Cucurbita pepo L.)," Agricultural Water Management, Elsevier, vol. 67(1), pages 63-76, June.
    3. Perry, Chris & Steduto, Pasquale & Allen, Richard. G. & Burt, Charles M., 2009. "Increasing productivity in irrigated agriculture: Agronomic constraints and hydrological realities," Agricultural Water Management, Elsevier, vol. 96(11), pages 1517-1524, November.
    4. Levidow, Les & Zaccaria, Daniele & Maia, Rodrigo & Vivas, Eduardo & Todorovic, Mladen & Scardigno, Alessandra, 2014. "Improving water-efficient irrigation: Prospects and difficulties of innovative practices," Agricultural Water Management, Elsevier, vol. 146(C), pages 84-94.
    5. Mondaca-Duarte, F.D. & van Mourik, S. & Balendonck, J. & Voogt, W. & Heinen, M. & van Henten, E.J., 2020. "Irrigation, crop stress and drainage reduction under uncertainty: A scenario study," Agricultural Water Management, Elsevier, vol. 230(C).
    6. Sensoy, Suat & Ertek, Ahmet & Gedik, Ibrahim & Kucukyumuk, Cenk, 2007. "Irrigation frequency and amount affect yield and quality of field-grown melon (Cucumis melo L.)," Agricultural Water Management, Elsevier, vol. 88(1-3), pages 269-274, March.
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