Abdou, M. A., Awad, N. M. M., & Ibrahim, M. E. M. (2014). Influence of ploughing depth, phosphorus fertilizer level and thinning date on sugar beet productivity and quality. Journal of Plant Production, 5(12), 2037-2045. https://doi.org/10.21608/jpp.2014.64773
Abdou, M. A., Awad, N. M. M., & Selim, E. H. H. (2008). Effect of ploughing and phosphorus fertilizer levels on sugar beet productivity and quality. J. Agric. & Env. Sci., Alex Univ., Egypt, 7(2), 1-11.
Asgharipour, M. R., Mondani, F., & Riahinia, S. (2012). Energy use efficiency and economic analysis of sugar beet production system in Iran: A case study in Khorasan Razavi province. Energy, 44(1), 1078-1084. https://doi.org/10.1016/j.energy.2012.04.023
Azizpanah, A., & Namdari, M. (2020). Investigation of greenhouse gas emissions, energy modeling, and cost analysis of turnip production in western Iran. Journal of Vegetable Sciences, 4(7), 161–175. https://doi.org/10.22034/iuvs.2020.124455.1091
Babaeian, M., Tavassoli, A., & Salehi, M. H. (2021). Quantification energy use pattern and greenhouse gas emissions in an agroecosystem (Case study: Farms of sugar beet in Hossein abad village of Shirvan city). Rural Development Strategies, 8(2), 201-212. (In Persian). https://doi.org/10.22048/rdsj.2021.280684.1930
Banaeian, N., Omid, M., & Ahmadi, H. (2011). Energy and economic analysis of greenhouse strawberry production in Tehran province of Iran. Energy Conversion and Management, 52(2), 1020-1025. https://doi.org/10.1016/j.enconman.2010.08.030
Baran, M. F., & Gokdogan, O. (2016). Determination of energy balance of sugar beet production in Turkey: a case study of Kırklareli Province. Energy Efficiency, 9, 487-494. doi: 10.5281/zenodo.11311379
Mello, K., Taniwaki, R. H., de Paula, F. R., Valente, R. A., Randhir, T. O., Macedo, D. R., & Hughes, R. M. (2020). Multiscale land use impacts on water quality: Assessment, planning, and future perspectives in Brazil. Journal of environmental Management, 270, 110879. https://doi.org/10.1016/j.jenvman.2020.110879
Erdal, G., Esengün, K., Erdal, H., & Gündüz, O. (2007). Energy use and economical analysis of sugar beet production in Tokat province of Turkey. Energy, 32(1), 35-41. https://doi.org/10.1016/j.energy.2006.01.007
FAOSTAT. (2023). Crop statistics. Food and Agriculture Organizati of e United Nations (FAO).
Feyz Bakhsh, M. T., Dorri, M. A., & Rezvan Talab, N. (2019). Evaluation of energy indices and its impact on global warming potential for potato production: a case study, Golestan province. Journal of Agroecology, 11(1), 53-68. (In Persian). https://doi.org/10.22067/jag.v11i1.71201
Firouzi, S., Gholami Parashkoohi, M., Zamani, D. M., & Ranjber, I. (2022). An Investigation of the environmental impacts and energy-economic analysis for sugar beet and sugarcane production systems. Sugar Tech, 24(6), 1851-1866. https://doi.org/10.1007/s12355-022-01179-3
Ghaderzadeh, H., & Pirmohamadyani, Z. (2019). Evaluation efficiencies of energy for potato production in Hamedan Province of Iran. Journal of Agricultural Economics Research, 12(2), 167-202. (In Persian). https://doi.org/20.1001.1.20086407.1398.11.42.8.5
Ghasemi-Mobtaker, H., Kaab, A., & Rafiee, S. (2020). Application of life cycle analysis to assess environmental sustainability of wheat cultivation in the west of Iran. Energy, 193, 116768. https://doi.org/10.1016/j.energy.2019.116768
Gundoshmian, T. M., Molaie, F., & Eskandari, O. (2018). Energy use pattern in production of Sugar Beet in west Azerbaijan province of Iran. Agricultural Engineering International: CIGR Journal, 20(1), 118-127.
Hergert, G. W. (2010). Sugar Beet Fertilization, Panhandle Research and Extension Center. 66. DOI: 10.1007/s12355-010-0037-1
Hernández Hernández, G. C., Gómez Gómez, J., & Jiménez-Cabas, J. (2025). Predictive Models Based on Artificial Intelligence to Estimate Crop Yield: A Literature Review. Agriculture, 15(1), 2438. https://doi.org/10.3390/agriculture15232438
Hosseini, M., & Sadeghi, A. (2024). Application of modern technologies in sustainable agricultural development: Introduction to combine harvester loss calculation and control software. Journal of Modern Agricultural Education and Extension, 2(1), 79-88. (In Persian)
Hosseini-Fashami, F., Motevali, A., Nabavi-Pelesaraei, A., Hashemi, S. J., & Chau, K. W. (2019). Energy-Life cycle assessment on applying solar technologies for greenhouse strawberry production. Renewable and Sustainable Energy Reviews, 116, 109411. https://doi.org/10.1016/j.rser.2019.109411
Houshyar, E., Dalgaard, T., Tarazkar, M. H., & Jørgensen, U. (2015). Energy input for tomato production what economy says, and what is good for the environment. Journal of Cleaner Production, 89, 99-109. https://doi.org/10.1016/j.jclepro.2014.11.022
Hua, F., Yangyang, L., Cong, F., Peishu, H., & Kaiyong, W. (2016). Energy-use efficiency and economic analysis of sugar beet production in China: a case study in Xinjiang province. Sugar Tech, 18, 309-316. https://doi.org/10.1007/s12355-015-0405-y
Imanmehr, A. (2019). Investigation of energy efficiency and greenhouse gas emissions of safflower production in terms of environment. Journal of Researches in Mechanics of Agricultural Machinery, 8(1), e10109.
İrik, H. A., Ropelewska, E., & Çetin, N. (2024). Using spectral vegetation indices and machine learning models for predicting the yield of sugar beet (Beta vulgaris L.) under different irrigation treatments. Computers and Electronics in Agriculture, 221, 109019. https://doi.org/10.1016/j.compag.2024.109019
Jensen, T. A., Antille, D. L., & Tullberg, J. N. (2025). Improving on-farm energy use efficiency by optimizing machinery operations and management: A review. Agricultural Research, 14(1), 15-33. https://doi.org/10.1007/s40003-024-00784-w
Kaltsas, A. M., Mamolos, A. P., Tsatsarelis, C. A., Nanos, G. D., & Kalburtji, K. L. (2007). Energy budget in organic and conventional olive groves. Agriculture, Ecosystems & Environment, 122(2), 243-251. https://doi.org/10.1016/j.agee.2007.01.017
Khoshnevisan, B., Rafiee, S., Omid, M., Yousefi, M., & Movahedi, M. (2013). Modeling of energy consumption and GHG (greenhouse gas) emissions in wheat production in Esfahan province of Iran using artificial neural networks. Energy, 52, 333-338. https://doi.org/10.1016/j.energy.2013.01.028
Koocheki, A., Nassiri Mahallati, M., Mondani, F., Feizi, H., & Amirmoradi, S. (2009). Evaluation of radiation interception and use by maize and bean intercropping canopy. Journal of Agroecology, 1(1). https://doi.org/10.22067/jag.v1i1.2660
Laufer, D., Nielsen, O., Wilting, P., Koch, H. J., & Märländer, B. (2016). Yield and nitrogen use efficiency of fodder and sugar beet (Beta vulgaris L.) in contrasting environments of northwestern Europe. European Journal of Agronomy, 73, 124-132. https://doi.org/10.1016/j.eja.2015.11.014
Lovarelli, D., & Bacenetti, J. (2017). Seedbed preparation for arable crops: Environmental impact of alternative mechanical solutions. Soil and Tillage Research, 174, 156-168. https://doi.org/10.1016/j.still.2017.06.006
Lu, B., Dao, P. D., Liu, J., He, Y., & Shang, J. (2020). Recent advances of hyperspectral imaging technology and applications in agriculture. Remote Sensing, 12(16), 2659. https://doi.org/10.3390/rs12162659
Malakouti, M. J., & Homaii, M. (2004). Fertility of Arid and Semi-arid Region Soils (Problems and Solutions). Press of Tarbiat Modarres University, Tehran, Iran.
Marschner, H. (Ed.). (2011). Marschner's mineral nutrition of higher plants. Academic press. https://doi.org/10.1016/C2009-0-63043-9
Matzen, M., & Demirel, Y. (2016). Methanol and dimethyl ether from renewable hydrogen and carbon dioxide: Alternative fuels production and life-cycle assessment. Journal of cleaner production, 139, 1068-1077. https://doi.org/10.1016/j.jclepro.2016.08.163
Meysami, M. A., & Jalali, A. (2020). Assessment of input-output energy in wheat cultivation in modern Iranian farms (Aqqala, Golestan). Knowledge of Agriculture and Sustainable Production, 30(2), 333–346. DOI: 20.1001.1.24764310.1399.30.2.21.4
Ministry of Jihad-e Agriculture. (2023). Agricultural statistics of Iran.
Minitab Inc. (2023). Minitab statistical software: Regression analysis guide. https://www.minitab.com/en-us/products/minitab/
Misra, V., Srivastava, S., & Mall, A. K. (Eds.). (2022). Sugar beet cultivation, management and processing. Springer. https://doi.org/10.1007/978-981-19-2730-0
Mohammadi, S., & Meysami, M. A. (2021). Energy consumption pattern in grain corn production in Iran. Journal of Agricultural Mechanization, 6(1), 49–55. https://doi.org/10.22034/jam.2021.13121 Mohammadshirazi, A., Akram, A., Rafiee, S., Mousavi Avval, S. H., & Bagheri Kalhor, E. (2012). An analysis of energy use and relation between energy inputs and yield in tangerine production. Renewable and Sustainable Energy Reviews, 16(7), 4515-4521. https://doi.org/10.1016/j.rser.2012.04.036
Mohseni, P., Borghei, A. M., & Khanali, M. (2018). Coupled life cycle assessment and data envelopment analysis for mitigation of environmental impacts and enhancement of energy efficiency in grape production. Journal of Cleaner Production, 197, 937-947. https://doi.org/10.1016/j.jclepro.2018.06.243
Montgomery, D. C., Peck, E. A., & Vining, G. G. (2021). Introduction to linear regression analysis. John Wiley & Sons.
Mousavi, A. (2021). Energy science: Fundamentals and applications. Tehran: University Publications. (In Persian)
Mrini, M., Senhaji, F., & Pimentel, D. (2002). Energy analysis of sugar beet production under traditional and intensive farming systems and impacts on sustainable agriculture in Morocco. Journal of Sustainable Agriculture, 20(4), 5-28.
https://doi.org/10.1300/j064v20n04_03
Nabavi-Pelesaraei, A., Amid, S., & Shoja, H. (2014). Energy use and greenhouse gas emission analysis for sugar beet production under three cultivated area levels. Trend in Life Sciences, 3(2), 10-22.
Namdari, M., Kangarshahi, A. A., & Amiri, N. A. (2011). Input-output energy analysis of citrus production in Mazandaran province of Iran. African Journal of Agricultural Research, 6(11), 2558-2564. https://doi.org/10.5897/AJAR11.375
Namdari, M., Rafiee, S., & Hosseinpour, S. (2025). Extensive vs. intensive sugar beet production: Energy and environmental performance in Hamadan, Iran (a fuzzy clustering approach). Journal of Environmental Management, 390, 126281.
https://doi.org/10.1016/j.jenvman.2025.126281
Nikukar, A. (2020). Investigation of economic and environmental dimensions of energy balance in sugar beet production in Iran. Journal of Agricultural Economics, 14(1), 115-143. (In Persian).
Noshad, H., Abdollahian-Noghabi, M., and Babaei, B. (2012). Effect of Nitrogen and Phosphorous Application on the Efficiency of Nitrogen Uptake and Consumption in Sugar Beet (Beta vulgaris L.). Iranian Journal of Crop Sciences 43(3): 529-539. (In Persian with English Summary)
Pomoni, D. I., Koukou, M. K., Vrachopoulos, M. G., & Vasiliadis, L. (2023). A review of hydroponics and conventional agriculture based on energy and water consumption, environmental impact, and land use. Energies, 16(4), 1690. https://doi.org/10.3390/en16041690
Rajaeifar, M. A., Akram, A., Ghobadian, B., Rafiee, S., & Heidari, M. D. (2014). Energy-economic life cycle assessment (LCA) and greenhouse gas emissions analysis of olive oil production in Iran. Energy, 66, 139-149. https://doi.org/10.1016/j.energy.2013.12.059
Rezania, M. (2020). Effect of chemical and organic fertilizers in several crop rotations: A second look at an unpublished study. Soil Research, 34(4), 545–549. DOI: 10.22092/ijsr.2021.354194.599
Saidi, A., Lotfallian, A., & Nabavi, A. (2020). Prediction of output energy and economic indices of saffron production using linear regression and artificial neural network methods: A case study of Najafabad County, Isfahan Province. Faculty of Agriculture, Shahrekord University, Iran.
Saltuk, B., Jagosz, B., Gökdoğan, O., Rolbiecki, R., Atilgan, A., & Rolbiecki, S. (2022). An investigation on the energy balance and greenhouse gas emissions of orange production in Turkey. Energies, 15(22), 8591. https://doi.org/10.3390/en15228591
Šarauskis, E., Romaneckas, K., Kumhála, F., & Kriaučiūnienė, Z. (2018). Energy use and carbon emission of conventional and organic sugar beet farming. Journal of Cleaner Production, 201, 428-438. DOI: 10.1016/j.jclepro.2018.08.077
Shamshiri, R. R., Sturm, B., Weltzien, C., Fulton, J., Khosla, R., Schirrmann, M., ... & Hameed, I. A. (2024). Digitalization of agriculture for sustainable crop production: a use-case review. Frontiers in Environmental Science, 12, 1375193. https://doi.org/10.3389/fenvs.2024.1375193
Shirvani, M. B., Zaki Dizaji, H., & Soleymani, M. (2020). Investigation of environmental effects and energy consumption in sugar beet production and yield prediction using ANN and ANFIS models in Chaharmahal and Bakhtiari Province. Journal of Agricultural Machinery Mechanics Research, 9(2), 107-118. (In Persian)
Smith, T. L., & Moore, E. B. (2020, April). Storytelling to sensemaking: A systematic framework for designing auditory description display for interactives. In Proceedings of the 2020 CHI conference on human factors in computing systems (pp. 1-12).
Soleymani, G., Abdi, R., Ghanbari, M., & Loghmanpour Zarini, R. (2023). Evaluation and optimization of energy consumption and greenhouse gas emissions in sugar beet production using data envelopment analysis. Scientific Quarterly Karafan, 20(1), 131-150. (In Persian). https://doi.org/10.48301/kssa.2023.388258.2471
Soltani, A., Rajabi, M., Zeinali, A., & Soltani, A. (2012). Evaluation of energy consumption in wheat production in Gorgan. Journal of Plant Production Research, 19(3), 143-171. (In Persian). https://dor.isc.ac/dor/20.1001.1.23222050.1391.19.3.9.9
Tayyab, M., Wakeel, A., Mubarak, M. U., Artyszak, A., Ali, S., Hakki, E. E., ... & Ishfaq, M. (2023). Sugar beet cultivation in the tropics and subtropics: Challenges and opportunities. Agronomy, 13(5), Article 1213. https://doi.org/10.3390/agronomy13051213
Willett, W., Rockström, J., Loken, B., Springmann, M., Lang, T., Vermeulen, S., ... & Murray, C. J. (2019). Food in the Anthropocene: the EAT–Lancet Commission on healthy diets from sustainable food systems. The lancet, 393(10170), 447-492. https://doi.org/10.1016/S0140-6736(18)31788-4
Yousefi, M., Mahdavi Damghani, A., & Khoramivafa, M. (2016). Comparison greenhouse gas (GHG) emissions and global warming potential (GWP) effect of energy use in different wheat agroecosystems in Iran. Environmental Science and Pollution Research, 23(8), 7390-7397. https://doi.org/10.1007/s11356-015-5964-7
Zhang, S., Lærke, P. E., Andersen, M. N., & Manevski, K. (2022, November). Accurate assessment of grass nitrogen status based on multispectral data from two optical sensors and the critical nitrogen dilution curve. In The XXI International Nitrogen Workshop. Halving nitrogen waste by 2030. (p. 201). CEPADE-Universidad Politecnica de Madrid.
