Asian Journal of Plant Sciences1682-39741812-5697Asian Network for Scientific Information10.3923/ajps.2022.606.612AndayaniSri AyuMillaAmalia NurFebriantiTintin SumekarYayan MarinaIda Dinar NugrahaDadan RamdaniSumantriKosasih UmyatiSri 42022214Background and Objective: Shallots have the potential to be developed but production is not optimal in terms of continuity and stability. Structuring production patterns should be a priority for farmers in onion farming. This study aims to map production patterns and create predictive models of production patterns in low and middle land areas to provide product stability. The method used in this study is a fuzzy logic approach based on ANFIS. Materials and Methods: The data used include time-series data, written information, input variables of production patterns, cropping pattern systems, production patterns, needs with shallot production development output variables. This research was conducted in Majalengka Regency in the low and middle lands. Results: The results showed that the prediction of the production pattern of the shallot cropping pattern was more focused on adjusting to the needs of use and consumption value, the low and middle land areas in the first quarter of consumption production were greater than seeds and in the third quarter these two regions were able to balance production for consumption and consumption needs, seeds. In the low-lying areas in the second quarter, the emphasis was on seed production of 70%, in the middle-land areas the emphasis was on 60% consumption of shallots, 20% industry and 20% seeds. Conclusion: Recommendations in the implementation of various strategies are expected through the establishment of a planting pattern information centre, the creation of new market opportunities, partnership patterns, expansion of planting areas.]]>Hariyani, N., D. Koestiono and A.W. Muhaimin,2017178187Andayani, S. Ayu, Suhaeni and Y. Sumekar,201911828Yilong, D.,2018316167Mashizha, T.M.,20192019Shahrajabian, M.H., W. Sun and Q. Cheng,202012197207Budi, W., M.A. Chozin, Dadang and E.I.K. Putri,2014487101Sutardi and H. Purwoninsih,2018416Fitriana N. and R. Susandarini,2019Allium cepa L. group aggregatum) cultivars from Indonesia.]]>2028092814Muhammad, A., I. Wahyudi and D. Tangkesalu,201966370Ibnu, P.K.,202112737Hosseini, F.S., S.K. Falahati-pour, M.R. Hajizadeh, A. Khoshdel and M.R. Mirzaei et al.,2017Allium hirtifolium boiss, induced apoptosis in human hepatocellular carcinoma cells.]]>69551563Saptana, E. Gunawan, A.D. Perwita, S.G. Sukmaya, V. Darwis, E. Ariningsih and Ashari,20212021Andayani, S.A., S. Lies and P. Tomy,201632302310Eugene, F., M. Suryanty and N.N. Arianti,201914551Erny, D.H. Darwanto, Masyhuri, L.R. Waluyati,201913931936Trisnasari, W., T. Perdana, Y. Deliana and Marimin,20202020Berhanu, M.A. and G.A. Berhanu,2014Allium cepa.var aggregatum) in the case of Bibugn Woreda Amhara, regional state, Ethiopia.]]>2014Rizaldi, D. Anggraeni, A.Z. Syah, A. Kholiq and R.T.A. Agus,20212021Memmedova, K.,2017120495501Mariyono, J., A. Kuntaringsih, H.A. Dewi, E. Latifah and P.B. Daroini et al.,20179115124Saidah, A.N. Wahyuni, Muchtar, I.S. Padang and Sutardi,202041822Luta, D.A.,2021451055110Hindarti, S. and L.R. Maula,202026977Shields, M. and F.K. Willits,200332259271Sengupta, U. and S.S. Roy,201166230241Astuti, L.C., J. Sutrisno, M. Harisudin and E.S. Rahayu,201894554Rahayu, R., M. Mujiyo and R.U. Arini,2018Allium ascalonicum L.) at production centres in Losari district, Brebes.]]>615051511