INTEGRATIVE EFFECTS OF SMART IRRIGATION AND VENTILATION SYSTEMS ON YIELD OF CUCUMBER UNDER GREENHOUSE CONDITIONS
Keywords:
Smart irrigation, protected agriculture, cucumber cropAbstract
This study was conducted over two agricultural seasons in Diyala Governorate, Al-Khalis District, Hebheb Subdistrict, Republic of Iraq. Four plastic greenhouses were used, planted with cucumbers, with two designated for a smart irrigation system under both forced and natural ventilation treatments, while the other two were designated for a traditional irrigation system under the same two ventilation treatments. The smart irrigation system relied on soil moisture sensors connected to an automated control system to monitor and regulate irrigation, and its performance was evaluated in comparison to the traditional irrigation system. The experiment was designed according to a split-plot arrangement within a Randomized Complete Block Design (RCBD) with three replications. Ventilation systems (forced and natural) were assigned to the main plots, while irrigation systems (smart and traditional) were assigned to the sub-plots. Means were compared using the Least Significant Difference (LSD) test at a 0.05 significance level. Yield traits showed a notable improvement under the smart irrigation system, with increased fruit weight and number per plant, particularly under forced ventilation, which achieved 45 fruits per plant. Consequently, the early plant yield, total plant yield, and the final production per plastic greenhouse increased compared to traditional irrigation. The highest production was achieved through the combination of smart irrigation and forced ventilation, with averages reaching 0.82 kg, 5.3 kg, and 1082 kg, respectively. This highlights the integrative effect between efficient water management and improved microclimatic conditions inside the protected greenhouse.
References
1. Ahmed, M. F., and Al-Tikriti, S. A. (2024). Efficiency of drip irrigation and plastic mulching in greenhouse
cucumber production: Impact on water use efficiency and yield. Saladin Journal of Agricultural Sciences, 16(1),
112-128.
2. Al-Hamdani, K. J., and Roberts, D. (2024). Performance evaluation of low-voltage automated irrigation
controllers in protected cultivation. Journal of Smart Water Management, 12(3), 201-215.
3. Al-Mahdawi, A. S., and Al-Tikriti, M. H. (2023). Evaluation of polyethylene cladding thickness on thermal
insulation and light transmission in arid-zone greenhouses. Journal of Agricultural Engineering and Technology,
15(2), 45-58.
4. Al-Zubaidi, H. A. (2023). Optimizing seedling establishment and transplanting success in greenhouse cucumber
production. Academic Press of Agricultural Sciences.
5. Aujla, M. S., Thind, H. S., and Buttar, G. S. (2020). Cotton yield and water use efficiency at various levels of
water and N through drip irrigation under two methods of planting. Agricultural Water Management, 71(2),
167–179.
6. Barragan, J., Cots, L., Monserrat, J., Lopez, R., and Wu, I. P. (2022). Water distribution uniformity and
scheduling in micro-irrigation systems for water saving and environmental protection. Biosystems Engineering,
107(3), 202–211.
7. Dal Magro, S. Z., Chiomento, J. L. T., Reichert Junior, F. W., Colla, L. M., Pavan, W., Bortoluzzi, E. C., and
Bortoluzzi, M. P. (2026). Automated irrigation enhances water use efficiency, yield, and fruit quality of
strawberry plants grown with biostimulants in a soilless system. AgriEngineering, 8(3), 83.
8. Dirlik, I., Kiraci, M. A., and Kaplan, M. (2025). Sensor-guided smart irrigation for tomato production: Comparing
low and optimum soil moisture in greenhouse environments. Frontiers in Environmental Science, 13, 1-15.
https://doi.org/10.3389/fenvs.2025.1482012
9. Ghazi, N. M., Al-Obaidi, A. S., and Al-Tikriti, M. H. (2025). Smart irrigation systems: A comprehensive review of
IoT and water management technologies. Kirkuk University Journal for Agricultural Sciences, 16(1), 185-202.
https://doi.org/10.58928/kujas.2025.16124
10. Gupta, A., Krishna, V., Gupta, S., and Aggarwal, J. (2016). Android based solar powered automatic irrigation
system. Indian Journal of Science and Technology, 9(47), 1-5.
11. Gutiérrez, J., Villa Medina, J. F., Nieto Garibay, A., and Porta Gándara, M. A. (2014). Automated irrigation
system using a wireless sensor network and GPRS module. IEEE Transactions on Instrumentation and
Measurement, 63(1).
12. Hassan, R., Al-Zubaidi, H. A., and Miller, T. S. (2023). Effect of tray cell volume and seedling density on the
vigor and transplanting success of hybrid cucurbits. International Journal of Plant Production, 17(4), 589-602.
https://doi.org/10.1007/s42106-023-00251
13. Ibragimov, N., Evett, S. R., Esanbekov, Y., Kamilov, B. S., Mirzaev, L., and Lamers, J. P. A. (2020). Water use
efficiency of irrigated cotton in Uzbekistan under drip and furrow irrigation. Agricultural Water Management,
90(1–2), 112–120.
14. Idumah, C, i., Zurina, M., Ogbu, J., Ndem, J. U., and Igba, E. C. (2020). A review on innovations in polymeric
nanocomposite packaging materials and electrical sensors for food and agriculture. Composite Interfaces.
15. Jones, J.W. (2008). Crop responses to climate: Implications for greenhouse production. Horticultural Science,
43(1), 7–12.
16. Kamienski, C., Soininen, J. P., Taumberger, M., Dantas, R., Toscano, A., Salmon Cinotti, T., Filev Maia, R., and
Torre Neto, A. (2019). Smart water management platform: IoT-based precision irrigation for agriculture.
Sensors, 19(2), 276.
17. Kaufman, J. B., and Miller, T. S. (2024). Physiological responses of hybrid cucumber cultivars to foliar nutrient
supplementation under controlled environments. Journal of Horticultural Research, 32(4), 512-525.
18. Kittas, C., Katsoulas, N. and Bartzanas, T. (2012) Greenhouse microclimate and dehumidification effectiveness
under different ventilations. Biosystems Engineering, 113(1), pp. 30–38.
19. Martelli, A., Galli, A., and Ravazzani, G. (2025). Smart irrigation for management of processing tomato. Irrigation
Science, 43(2), 145-160. https://doi.org/10.1007/s00271-024-00912-w .
20. Miller, D. P., and Thompson, L. K. (2025). Evaluation of early-maturing parthenocarpic cucumber hybrids under
controlled environmental conditions. Horticultural Technology Review, 22(2), 45-59.
https://doi.org/10.1016/j.horttech.2024.10.015.
21. Montero, J.I., Antón, A., Muñoz, P. and Lorenzo, P. (2001) Transpiration from geranium grown under high
temperatures and low humidities in greenhouses. Agricultural and Forest Meteorology, 107(4), pp. 323–332.
22. Ortega-Farias, S., Rivera, M., Zuniga, M., and Moreno, Y. (2021). Effects of different irrigation levels on plant
water status and yield components of blueberry. Agricultural Water Management, 248, 106764.
https://doi.org/10.1016/j.agwat.2021.106764 .
23. Raheman, A., Rao, M. K., Vamsi Reddy, B., and Ravi Kumar, T. (2018). IoT based self-tracking solar powered
smart irrigation system. International Journal of Engineering and Technology, 7(7), 390-393.
24. Rodriguez, M. P., Wang, Q., and Lopez, F. (2025). Impact of integrated canopy management on the yield and
fruit quality of parthenocarpic cucumber hybrids. International Journal of Vegetable Science, 31(1), 14-29.
https://doi.org/10.1080/19315260.2024.2301145
25. Saber, M., and Hassan, R. K. (2024). Impact of high-capacity ventilation systems on microclimate stability and
fungal pathogen suppression in protected agriculture. International Journal of Agronomy, 2024, Article ID
884210.
26. Shamshiri, R.R., Kalantari, F., Ting, K.C., Thorp, K.R., Hameed, I.A., Weltzien, C., Ahmad, D. and Shad, Z.M.
(2018) Advances in greenhouse automation and controlled environment agriculture: A review. Computers and
Electronics in Agriculture, 153, pp. 96–125.
27. Sharma, V., Tripathi, A. K., and Mittal, H. (2025). Smart irrigation systems in agriculture: An overview.
Computers and Electronics in Agriculture, 228, 109542. https://doi.org/10.1016/j.compag.2024.109542.
28. Shittu, E. A., Bello, T., and Alobo, A. (2025). Effects of compost and horse manure teas on growth, yield, and
quality of cucumber (Cucumis sativus L.) in Semi-Arid Nigeria. Moroccan Journal of Agricultural Sciences, 6(4),
241-246.
29. Smith, L. M., Gupta, R., and Tan, H. (2025). Integration of auxiliary sensor ports in irrigation systems for
precision moisture control. Agricultural Engineering Review, 18(1), 88-102.
https://doi.org/10.1016/j.agengrev.2024.10.005
30. Zhu, Y., Chen, X., and Wang, L. (2025). Intelligent sensor networks and automated control systems in modern
greenhouse management: A review of resource efficiency. Smart Agricultural Systems, 7(1), 112-129.
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