AI ASSISTED ECONOMIC ANALYSIS OF GREENHOUSE AND OPEN FIELD SWEET PEPPER PRODUCTION

Authors

DOI:

https://doi.org/10.59267/ekoPolj260113D

Keywords:

Economic analysis, sweet pepper cultivation, yield, horticulture, greenhouse

Abstract

Sweet pepper is a valued vegetable, both among producersand consumers. During the 2017 and 2018 greenhouseexperiments and a field trials with different microbiologicalfertilizers were used to analyze the yields and profitabilityof sweet pepper production. Contrary to the yields obtainedin the greenhouse (14.23 and 13.42 t/0.1ha), the yields inthe open field had significantly lower values (4.324 and4.877 t/0.1ha). Also, the key difference is in the number ofrealized harvests and their dynamics during the productionseason which is also connected to market prices and profit.The coefficients of cost-effectiveness were 1.88 and 1.99in the greenhouse, and 1.39 and 1.45 in the open field, in2017 and 2018 respectively. Producers should be opted tothe greenhouse production because of the higher yieldsand number of harvests outside the main season, whenproduct prices are higher.

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References

Adžić, S., Cvikić, D., Živković, I., Šević, B., Pavlović, N., Rakić, I., & Đurić, N. (2023). Ekonomska opravdanost proizvodnje semena paprike. Zbornik radova: Nacionalni naučni skup sa međunarodnim učešćem Biotehnologija i savremeni pristup u gajenju i oplemenjivanju bilja, Smederevska Palanka 2. novembar, 60- 69. https://rivec.institut-palanka.rs/handle/123456789/725

Avakumović, J., & Avakumović, J. (2025). Digitalno marketing i „VI“ u digitalnom okruženju. Finansijski Savetnik, 30(1), 7-39. https://fa-journal.com/index.php/fa/article/view/1

Bogevska, Z. V., Trpeski, V., Jankulovski, D., Dimovska, M., & Agic, R. (2008, September). Bio-stimulating effect of some fertilizers on the yield of pepper. In IV Balkan Symposium on Vegetables and Potatoes 830, 651-656. https://doi.org/10.17660/ActaHortic.2009.830.94

Bošnjak, D., & Rodić, V. (2010). Economic analysis of soybean production in Vojvodina. Ratarstvo i povrtarstvo/Field and Vegetable Crops Research, 47(1), 193-202. https://scindeks-clanci.ceon.rs/data/pdf/1821-3944/2010/1821-39441001193B.pdf

Červenski, J., Medić-Pap, S., Danojević, D., Savić, A., & Bugarski, D. (2020). The importance of crop rotation in Intensive vegetable production in a greenhouse. Journal of Agricultural Sciences (Belgrade), 65(3), 199-212. https://doi.org/10.2298/JAS2003199C

ChatGPT 3.5 (2024) https://chat.openai.com/ (accessed: 17.03.2024)

Danojević, D., Medić-Pap, S., Savić, A., & Červenski, J. (2016). Fruit traits of pepper genotypes originating from open pollination. Ratarstvo i povrtarstvo/Field and Vegetable Crops Research, 53(2), 69-73. https://doi.org/10.5937/ratpov53-9761

Farfan, J., Lohrmann, A., & Breyer, C. (2019). Integration of greenhouse agriculture to the energy infrastructure as an alimentary solution. Renewable and Sustainable Energy Reviews, 110, 368-377. https://doi.org/10.1016/j.rser.2019.04.084

Georgiev, M. (2025). Examining the correlation between cloud technology, the improvement of IFRS development, and the efficiency of accounting functions. BizInfo Blace, 16(2), 75-84. https://doi.org/10.71159/bizinfo250017G

Jang, W. D., Jeon, S. J., Choi, K. Y., & Na, J. K. (2023). Evaluation of the Growth and Yield Characteristics of Six Domestic Sweet Pepper Cultivars. Horticultural Science and Technology, 41(3), 271-284. https://doi.org/10.7235/HORT.20230025

Jimenez-Lao, R., Aguilar, F. J., Nemmaoui, A., & Aguilar, M. A. (2020). Remote sensing of agricultural greenhouses and plastic-mulched farmland: An analysis of worldwide research. Remote Sensing, 12(16), 2649. https://doi.org/10.3390/rs12162649

Johansen, A. M., Evers, L., & Whiteley, N. (2010). Monte carlo methods. International encyclopedia of education, 296-303. https://people.bordeaux.inria. fr/pierre.delmoral/teaching-notes-levers-johansen.pdf

Jung, J., Maeda, M., Chang, A., Bhandari, M., Ashapure, A., & Landivar-Bowles, J. (2021). The potential of remote sensing and artificial intelligence as tools to improve the resilience of agriculture production systems. Current Opinion in Biotechnology, 70, 15-22. https://doi.org/10.1016/j.copbio.2020.09.003

Kelley, W. T., Boyhan, G. E., Harrison, K. A., Granberry, D. M., Langston, D. B., Sparks, A. N., Culpepper S., Hurst W. C. & Fonsah, E. G. (2009). Commercial pepper production handbook, University of Georgia, SAD. https://hdl.handle.net/10724/12339

Lamont, W. J. (2009). Overview of the use of high tunnels worldwide. HortTechnology, 19(1), 25-29. https://doi.org/10.21273/HORTTECH.19.1.25

Lin, W. C., Frey, D., Nigh, G. D., & Ying, C. C. (2009). Combined analysis to characterize yield pattern of greenhouse-grown red sweet peppers. HortScience, 44(2), 362-365. https://doi.org/10.21273/HORTSCI.44.2.362

Liu, X., & Xin, L. (2023). Spatial and temporal evolution and greenhouse gas emissions of China’s agricultural plastic greenhouses. Science of The Total Environment, 863, 160810. https://doi.org/10.1016/j.scitotenv.2022.160810

Lončarić, Z., Teklić, T., Lončarić, R., Vidović, I., & Jug, D. (1999). The plant population influence on yield and market price influence on profit of high tunnel grown bell pepper. Poljoprivreda, 5:53-59.

Madala, N., & Nutakki, M. K. (2020). Hot pepper-history-health and dietary benefits & production. International Journal of Current Microbiology and Applied Sciences, 9(4), 2532-2538. https://doi.org/10.20546/ijcmas.2020.904.303

Marcelis, L., Costa, J. M., & Heuvelink, E. (2019). Achieving sustainable greenhouse production: present status, recent advances and future developments. In L. Marcelis, & E. Heuvelink (Eds.), Achieving sustainable greenhouse cultivation (1 ed., pp. 1-14). Burleigh Dodds Science Publishing.

McCoy, S. R., Hochmuth, R. C., Laughlin, W. L., Gazula, A., & Fenneman, D. K. (2013). Economic analysis of fresh green bell pepper (Capsicum annuum) production under shade structures. In Proceedings of the Florida State Horticultural Society, 126, 101-106. https://svaec.ifas.ufl.edu/media/svaecifasufledu/docs/pdf/agribusiness/McCoy2013_EconAnalShadePeppers.pdf

Mladenović, J., Pavlović, N., Ugrinović, M., Pavlovic, R., & Zdravković, J. (2016). Analysis and forecasting of profit by using simulation models for growing pea in conventional and organic plant production in Serbia. Economics of agriculture, 63(3), 987–995. https://doi.org/10.5937/ekoPolj1603987M

Naderi, S. A., Dehkordi, A. L., & Taki, M. (2019). Energy and environmental evaluation of greenhouse bell pepper production with life cycle assessment approach. Environmental and sustainability indicators, 3, 100011. https://doi.org/10.1016/j.indic.2019.100011

Padrón, R. A. R., Swarowsky, A., Schons, A., Cánepa, P., & Gamazo, P. (2016). Economic analysis in bell pepper crop on open field production system and under irrigation depths. Acta Iguazu, 5(1), 11-21. (https://doi.org/10.48075/actaiguaz.v5i1.14190) https://e-revista.unioeste.br/index.php/actaiguazu/article/view/14190/9638

Pantović, D., Lojanica, N., Bojnec, Š., & Gričar, S. (2026). Assessing Disparities in Climate and Energy Agri-Environmental Indicators Among EU Countries Using the PROMETHEE–GAIA Method and the Entropy Index. Agriculture, 16(4), 463. ;https://doi.org/10.3390/agriculture16040463

Parađiković, N., Vinković, T., Vinković Vrček, I., Žuntar, I., Bojić, M. & Medić-Šarić, M. 2011. Effect of natural biostimulants on yield and nutritional quality: an example of sweet yellow pepper (Capsicum annuum L.) plants. Journal of the Science of Food and Agriculture 91:2146-2152. https://doi.org/10.1002/jsfa.4431

Parađiković, N., Vinković, T., Vrček, I. V., & Tkalec, M. (2013). Natural biostimulants reduce the incidence of BER in sweet yellow pepper plants (Capsicum annuum L.). Agricultural and food science, 22(2), 307-317. https://doi.org/10.23986/afsci.7354

Pavlović, N. (2014). Personal survey, Unpublished data, Smederevska Palanka, Serbia.

Pavlović, N., Ugrinović, M., & Zdravković, M. (2010). Economic and agronomic analysis of organic production of tomato and pepper. Economics of agriculture, 57 (Spec. num. 2), 153-157. https://rivec.institut-palanka.rs/bitstream/handle/123456789/227/bitstream_540.pdf?sequence=1&isAllowed=y

Pavlović, N., Ugrinović, M., Vojnović, B., & Rudež, J. (2014). Economic and agronomic analysis of conventional and organic concept of cucumber growing. Economics of agriculture, 61(4), 895-902. https://rivec.institut-palanka.rs/bitstream/handle/123456789/149/146.pdf?sequence=1&isAllowed=y

Petrović, M., Savić, B., & Cvijanović, V. (2021). Financial aspects of pepper (Capsicum annuum L) production on family farms in Serbia. Economics of agriculture, 68(4), 1015-1028. https://doi.org/10.5937/ekoPolj2104015P

Praća, N., Krstić, S., & Božić, N. (2024). Vrste i metode povećavanja viška vrednosti. Održivi razvoj, 6(2), 35-47. https://doi.org/10.5937/OdrRaz2402035

Qasim, W., Xia, L., Lin, S., Wan, L., Zhao, Y., & Butterbach-Bahl, K. (2021). Global greenhouse vegetable production systems are hotspots of soil N2O emissions and nitrogen leaching: A meta-analysis. Environmental Pollution, 272, 116372. https://doi.org/10.1016/j.envpol.2020.116372

Salkić, B., Čerkezović, N., Imširović, E., Aličić, D., & Hodžić, A. (2020). Growing forms of peppers. World Journal of Biology Pharmacy and Health Sciences, 3(1), 029-037. https://doi.org/10.30574/wjbphs.2020.3.1.0045

Sánchez, J. M., Rodríguez, J. P., & Espitia, H. E. (2020). Review of artificial intelligence applied in decision-making processes in agricultural public policy. Processes, 8(11), 1374. https://doi.org/10.3390/pr8111374

SORS (2024) – Statistic Office of Republic of Serbia, https://data.stat.gov.rs/Home/Result/130102?languageCode=en-US (Accessed 15.03.2024.)

STIPS (2024). Sistem tržišnih informacija poljoprivrede Srbije za 2017. i 2018. godinu. https://www.stips.minpolj.gov.rs/ (accessed: 20.03.2024.)

Tripodi, P., Rabanus-Wallace, M. T., Barchi, L., Kale, S., Esposito, S., Acquadro, A., Schafleitnerd, R., van Zonneveldd, M., Prohense, J., José Dieze, M., Börnerb, A., Salinierf, J., Caromelf, B., Bovyg, A., Boyacih, F., Pasevi, G., Brandtb, R., Himmelbachb, A., Portisc, E., Finkersg, R., Lanteric, S., Paranj, I., Lefebvref, V., Giuliano, G., & Stein, N. (2021). Global range expansion history of pepper (Capsicum spp.) revealed by over 10,000 genebank accessions. Proceedings of the National Academy of Sciences, 118(34), 1-9, https://doi.org/10.1073/pnas.2104315118

Yen L. (2024). How to Run a Monte Carlo Simulation in Excel: 5 Key Steps. Datamation. https://www.datamation.com/big-data/how-to-run-monte-carlosimulation-in-excel/ (accessed: 20.03.2024.)

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Published

2026-03-25

How to Cite

Daw, E., Dozet, G., Bajagić, M., & Ugrinović, M. (2026). AI ASSISTED ECONOMIC ANALYSIS OF GREENHOUSE AND OPEN FIELD SWEET PEPPER PRODUCTION. Economic of Agriculture, 73(1), 13–29. https://doi.org/10.59267/ekoPolj260113D

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