Mathematical Modeling and Analysis on Nitrogen Fixation for Controlling Sunflower Oil Production

Main Article Content

Ronjit Mondal
Jannatul Ferdous Puspo
Uzzwal Kumar Mallick

Abstract

Nitrogen fixation plays a vital role in enhancing crop yields, yet its inefficient utilization remains a critical challenge in sustainable agriculture. In sunflower oil production, imbalances in nitrogen availability can lead to reduced growth and oil quality, necessitating effective management strategies. To address these challenges, we have developed a newly proposed mathematical model using a system of ordinary differential equations that has been studied both analytically and numerically. Positivity and boundedness of the model's solution, stability at the equilibrium points, and characteristics with respect to state variables have been studied as some parts of the analytical solution. Also, the numerical solution has been done using the Runge–Kutta 4th order technique. The findings of this study reveal that both excessive and insufficient nitrogen application can negatively impact the expected oil production from sunflower crops as well as maintaining soil pH within the standard range, which is essential for rising oil yield. Furthermore, the results indicate that applying nitrogen fertilizer at half the recommended rate between $30^{th}$ and $40^{th}$ days, followed by the full rate between the $40^{th}$ and $50^{th}$ days, results in the same expected oil production as applying the full recommended amount evenly throughout the period $30^{th}$ to $50^{th}$ days. Therefore, this study emphasizes the need for precise nitrogen management methods to improve oil production.

Article Details

How to Cite
1.
Mondal R, Puspo J, Mallick U. Mathematical Modeling and Analysis on Nitrogen Fixation for Controlling Sunflower Oil Production. Jambura J. Biomath. [Internet]. 2026 Mar. 18 [cited 2026 Apr. 22];7(1):60-74. Available from: https://jjbm.fmipa.ung.ac.id/index.php/ejournal/article/view/11
Section
Sustainable Industrial Utilization of Renewable Resources

References

[1] Boote KJ, Jones JW, White JW, Asseng S, Lizaso JI. Putting mechanisms into crop production models. Plant, Cell and Environment. 2013;36(9):1658-72. doi:10.1111/pce.12119.

[2] Jarecki W. Effect of Varying Nitrogen and Micronutrient Fertilization on Yield Quantity and Quality of Sunflower (Helianthus annuus L.) Achenes. Agronomy. 2022 sep;12(10):2352. doi:10.3390/agronomy12102352.

[3] Transparency Market Research. Global Sunflower Oil Market Size, Share & Trends, Growth and Forecast to 2035; 2026. Accessed: 2025-02-04.

[4] Galloway JN, Townsend AR, Erisman JW, Bekunda M, Cai Z, Freney JR, et al. Transformation of the nitrogen cycle: Recent trends, questions, and potential solutions. Science. 2008;320(5878):889-92. doi:10.1126/science.1136674.

[5] Salas JJ, Bootello MA, Garcés R. In: Food Uses of Sunflower Oils; 2015. p. 441-64. doi:10.1016/B978-1-893997-94- 3.50020-9.

[6] Petraru A, Ursachi F, Amariei S. Nutritional characteristics assessment of sunflower seeds, oil and cake. Perspective of using sunflower oilcakes as a functional ingredient. Plants. 2021;10(11):2487. doi:10.3390/plants10112487.

[7] Mensink RP, Zock PL, Kester ADM, Katan MB. Effects of dietary fatty acids and carbohydrates on the ratio of serum total to HDL cholesterol and on serum lipids and apolipoproteins: A meta-analysis of 60 controlled trials. American Journal of Clinical Nutrition. 2003;77(5):1146-55. doi:10.1093/ajcn/77.5.1146.

[8] Schwingshackl L, Hoffmann G. Monounsaturated fatty acids and risk of cardiovascular disease: Synop- sis of the evidence available from systematic reviews and meta-analyses. Nutrients. 2012;4(12):1989-2007. doi:10.3390/nu4121989.

[9] Cognitive Market Research. Sunflower Oil Market Report: Market Size, Share, Growth and Forecast; 2022. Accessed: 2025-02-04.

[10] Gul V, Kara K. Effects of different nitrogen doses on yield and quality traits of common sunflower (Helianthus annuus L.). Turkish Journal of Field Crops. 2015 jun;20(2):159-65. doi:10.17557/tjfc.40041.

[11] Charlet LD, Brewer GJ, Franzmann BA. 5. In: Sunflower Insects. John Wiley & Sons, Ltd; 1997. p. 183-261. doi:10.2134/agronmonogr35.c5.

[12] Seiler GJ, Qi LL, Marek LF. Utilization of sunflower crop wild relatives for cultivated sunflower improvement. Crop Science. 2017;57(3):1083-101. doi:10.2135/cropsci2016.10.0856.

[13] Isman MB. Botanical insecticides, deterrents, and repellents in modern agriculture and an increasingly regulated world. Annual Review of Entomology. 2006;51:45-66. doi:10.1146/annurev.ento.51.110104.151146.

[14] Gvozdenac S, Milovac Ž, Vidal S, Crvenkovi´c ZL, Papuga IŠ, Franeta F, et al. Comparison of Chemical and Biological Wireworm Control Options in Serbian Sunflower Fields and a Proposition for a Refined Wireworm Damage Assess- ment. Agronomy. 2022 mar;12(4):758. doi:10.3390/agronomy12040758.

[15] Vijaykumar N Ghante, Arunkumar Hosamani, Poornima, Vikas Kulkarni, M R Umesh. Population dynamics of major insect pests and natural enemies of sunflower. Journal of Oilseeds Research. 2020;37(Specialissue). doi:10.56739/jor.v37ispecialissue.141017.

[16] Charlet LD. Parasitization of the red sunflower seed weevil (Coleoptera: Curculionidae) by its larval parasitoid Tri- aspis aequoris (Hymenoptera: Braconidae) in cultivated sunflower. Environmental Entomology. 2002;31(5):844-51. doi:10.1603/0046-225X-31.5.844.

[17] Brewer GJ, Schmidt G. Trap cropping to manage the red sunflower seed weevil in oilseed sunflower. American Journal of Alternative Agriculture. 1995;10(4):184-7. doi:10.1017/S0889189300006469.

[18] Ahmed KN, Pramanik SHA, Khatun M, Nargis A, Hasan MR. Efficacy of plant extracts in the suppression of insect pests and their effect on the yield of sunflower crop under different climatic conditions 1 2. The Journal of Plant Protection Sciences. 2010;2(1):53-8.

[19] The Financial Express. Sunflower Cultivation Gaining Popularity; 2021. Accessed: 2025-02-04.

[20] Khatun M, Hossain TM, Miah MM, Khandoker S, Rashid M. Profitability of sunflower cultivation in some selected sites of Bangladesh. Bangladesh Journal of Agricultural Research. 2016;41(4):599-623. doi:10.3329/bjar.v41i4.30694.

[21] Sincik M, Goksoy AT, Dogan R. Responses of sunflower (Helianthus annuus L.) to irrigation and nitrogen fertilization rates. Zemdirbyste. 2013 jun;100(2):151-8. doi:10.13080/z-a.2013.100.019.

[22] Bigatti, Maria A, Carette, Jacques, Davenport, H J, et al., editors. A Formalization of Properties of Continuous Functions on Closed Intervals. vol. 12097 LNCS. Springer International Publishing, Cambodia; 2020. doi:10.1007/978-3-030- 52200-1_27.

[23] Diekmann O, Heesterbeek JAP, Metz JAJ. On the definition and the computation of the basic reproduction ratio R0 in models for infectious diseases in heterogeneous populations. Journal of Mathematical Biology. 1990;28(4):365-82. doi:10.1007/BF00178324.

[24] HORIBA. Soil pH and Nutrient Availability; 2025. Accessed: 2025-02-04.

[25] Lusvardi C. Balancing Nitrogen for Sunflowers; 2021. Accessed: 2025-02-04.

[26] Sarker BC, Ali MY, Bell RW, Kabir ME. Effect of Nitrogen Rate and Application Ratio on Late Sown Sunflower in Wet Soil under Zero Tillage in the Coastal Zone of Southwestern Bangladesh. Indian Journal of Agricultural Research. 2022;56(4):415-21. doi:10.18805/IJARe.A-671.

[27] Sarker BC, Kabir ME, Ali MY, Bell RW. Yield of Sunflower to Sowing Dates and NPK Rates under Zero Tillage in Wet

Soil of Southwestern Coastal Bangladesh. Proceedings. 2019;36(1):202. doi:10.3390/proceedings2019036202.

[28] Agrotechnology Discipline, Khulna University. Research on Sunflower Cultivation in Bangladesh; 2021. Accessed: 2025-02-04.

[29] Rashidi M, Seilsepour M. Modeling of Soil Total Nitrogen Based on. ARPN Journal of Agricultural and Biological Science. 2009;4(2):1-5.

[30] Zeng W, Xu C, Wu J, Huang J. Sunflower seed yield estimation under the interaction of soil salinity and nitrogen application. Field Crops Research. 2016;198:1-15. doi:10.1016/j.fcr.2016.08.007.

[31] Imran M, Akhtar MJ, Arshad SF, Ashfaq M, Gulzar MZ, Ahmad HS, et al. Improving Growth and Yield of Sunflower with Integrated Use of Compost and PGPR (Variovorax Paradoxus) with Different Levels of N-Chemical Fertilizer. Journal of Bioresource Management. 2022;9(2):4. doi:10.13140/RG.2.2.31354.91848.

[32] Wenker M, Blum U, Vockelmann C. Cardiovascular Diseases. In: Basic Knowledge Radiology: Nuclear Medicine and Radiotherapy With 215 Illustrations. Springer; 2023. p. 307-26. doi:10.1007/978-3-662-66351-6_21.

[33] WebMD. Sunflower Oil: Is It Good for You?; 2020. Accessed: 2025-02-04.

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