Interactive Effects of IoT-Based Microclimatic Regulation and Nitrogen Supply on Growth, Yield, and Water Productivity of Hydroponically Grown Bokchoy Crop

Authors

  • VIKAS SHARMA Department of Soil Science and Agricultural Chemistry, School of Agriculture, Lovely Professional University, Phagwara, Punjab, India
  • NITIN M CHANGADE Department of Soil Science and Agricultural Chemistry, School of Agriculture, Lovely Professional University, Phagwara, Punjab, India
  • VEDIKA DHINGRA Department of Soil Science and Agricultural Chemistry, School of Agriculture, Lovely Professional University, Phagwara, Punjab, India
  • SANCHITA GOSH Department of Soil Science and Agricultural Chemistry, School of Agriculture, Lovely Professional University, Phagwara, Punjab, India

DOI:

https://doi.org/10.54386/jam.v28i2.3297

Keywords:

IoT-based climate control, Hydroponics, Bokchoy, Microclimatic regulation, Nitrogen concentration, Water productivity, Precision fertigation

Abstract

IoT-powered climate intelligence is redefining protected hydroponics by delivering dynamic, real-time orchestration of temperature, humidity, and nutrient environments where even subtle micro-variations can decisively shape plant performance, yield potential, and system efficiency. This experiment, conducted in the Hi-Tech polyhouse at Lovely Professional University, Punjab, assessed the combined influence of IoT-regulated microclimate and nitrogen supply on hydroponic bokchoy (Brassica rapa var. chinensis). The experiment was conducted in a Split-Plot Design (SPD) with three replications, where three microclimatic regimes [MCC₁ (16–18°C; 80–85% RH), MCC₂ (21–23°C; 70–75% RH), and MCC₃ (26–28°C; 60–65% RH)] were assigned to the main plots, and three nitrogen levels [N₁ (100 ppm), N₂ (150 ppm), and N₃ (200 ppm)] were allocated to the sub-plots, resulting in nine treatment combinations. The IoT-based monitoring system demonstrated high precision (R² > 0.90), ensuring reliable environmental control. Growth, yield, and water productivity were significantly influenced by both factors and their interaction. A moderate regime of 21–23°C and 70–75% RH combined with 150 ppm nitrogen consistently delivered superior outcomes, including earlier maturity, enhanced vegetative growth, higher yield (370 g plant⁻¹), and improved water productivity (118 g L⁻¹). In contrast, suboptimal combinations reduced productivity by nearly half. The findings emphasize that synchronized climate automation and balanced nitrogen management are essential for maximizing efficiency and sustainability in smart hydroponic systems.

References

Bhat, A. G., Hasan, M., Singh, D. K., Sahoo, R. N., Yeasin, M., & Shukla, V. K. (2025). Design, development and testing of an IoT-based smart vertical hydroponic system for optimized nutrient management in a controlled environment. Irrigation and Drainage, 1–17. https://doi.org/10.1002/ird.4002

Budiman, M., Partogi, E., Kristi, A. A., Anggara, P., & Aminah, N. S. (2022). Study of the effect of physical parameters on commercial hydroponics based on Internet of Things: A case study of bokchoy (Brassica rapa) and water spinach (Ipomoea aquatica). Journal of Mathematical and Fundamental Sciences, 54(2), 275–289.

Gobilik, J., Rechard, C. T., Maludin, A. J., Alam, M. A., & Benedick, S. (2021). Efficacy of column hydroponic system for increasing growth and yield of pak-choi (Brassica rapa L.) per unit area. Transactions on Science and Technology, 8(1), 7–24.

Hasan, M., Sabir, N., Singh, A. K., Singh, M. C., Patel, N., Khanna, M., & Pragnya, P. (2018). Hydroponics technology for horticultural crops (Tech. Bull. TB-ICN-188/2018, p. 30).

Hasan, M., Bhat, A. G., Shukla, V. K., et al. (2025). IoT-based smart fertigation scheduling and wireless microclimate monitoring for a greenhouse Dutch bucket hydroponic system. Irrigation and Drainage, 74, 1–15. https://doi.org/10.1002/ird.70012

Hoagland, D.R. & Arnon, D.I. (1950) The Water-Culture Method for Growing Plants without Soil. Circular & California Agricultural Experiment Station, 347, 32. https://archive.org/details/watercultureme3450hoag

Kano, K., Kitazawa, H., Suzuki, K., et al. (2021). Effects of organic fertilizer on bokchoy growth and quality in hydroponic cultures. Agronomy, 11, 1–17.

Kumar, V., Singh, C. D., Rao, K. R., Rajwade, Y. A., Kumar, M., & Asha, K. R. (2024). Development and evaluation of smart drip irrigation system for eggplant using Internet of Things. Journal of Scientific and Industrial Research, 83(3), 300–308. https://doi.org/10.56042/jsir.v83i3.2471

Lee, S., & Lee, J. (2015). Beneficial bacteria and fungi in hydroponic systems: Types and characteristics of hydroponic food production methods. Scientia Horticulturae, 195, 206–215.

Mahesh, R., Hasan, M., Singh, D. K., Sahoo, R. N., Kumar, S. N., & Yeasin, M. (2025). Effect of LED spectra (red:blue ratios) on morphological and physio-biochemical performance of pakchoi (Brassica rapa var. chinensis) grown under controlled environment multi-tier hydroponic production system. Plant Physiology and Biochemistry, 226, 110054.

Sharma, V. (2025). Climate-smart irrigation strategies for drip-irrigated exotic vegetables: An analysis of bok choy, Chinese cabbage, zucchini and broccoli in Jalandhar, Punjab. Journal of Agrometeorology, 27(1), 117–120. https://doi.org/10.54386/jam.v27i1.2861

Sharma, V., Changade, N. M., & Madane, D. A. (2025). Impact of integrated water and nutrient management on growth, yield and water use efficiency of drip-irrigated capsicum in the sub-tropical region of Punjab. Journal of Plant Nutrition, 48. https://doi.org/10.1080/01904167.2025.2458836

Toit, A. G. A., & Labuschagne, M. T. (2007). A comparison between hydroponics systems and pots for growing wheat in the greenhouse. South African Journal of Plant and Soil, 24(2), 120–123.

Vinod Kumar, S., Singh, C. D., Rao, K.V.R., Rajwade, A.Y., Kumar, M., Jawaharlal, D., Asha, K. R. (2024). IoT-based smart drip irrigation scheduling and wireless monitoring of microclimate in sweet corn crop under plastic mulching. Irrigation Science, 11, 1–20. https://doi.org/10.21203/rs.3.rs-4234762/v1

Downloads

Published

04-06-2026

How to Cite

SHARMA, V., CHANGADE, N. M., DHINGRA, V., & GOSH, S. (2026). Interactive Effects of IoT-Based Microclimatic Regulation and Nitrogen Supply on Growth, Yield, and Water Productivity of Hydroponically Grown Bokchoy Crop. Journal of Agrometeorology, 28(2), 230–236. https://doi.org/10.54386/jam.v28i2.3297

Most read articles by the same author(s)