Analisis Pertumbuhan Tanaman Bayam Brazil: Perbandingan Antara Metode YOLOv5 pada Pertanian Vertikal dan Horizontal
DOI:
https://doi.org/10.52158/jasens.v4i2.784
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Keywords:
vertical farming, horizontal farming, image processing, YOLO
Abstract
Bayam brazil (Alternanthera sissoo) merupakan salah satu jenis sayuran yang mulai banyak dicari oleh masyarakat Indonesia. Usaha pengembangan bayam brazil dapat ditempuh melalui budidaya secara hidroponik guna menghasilkan tanaman yang berkualitas unggul. Penelitian ini bertujuan untuk mengetahui perbandingan pertanian vertikal dan horizontal mana yang terbaik bagi pertumbuhan bayam brazil secara hidroponik. Pertanian vertikal dan horizontal merupakan proses inovatif dalam mengoptimalkan penggunaan lahan dan sumber daya alam yang efisien. Proses perbandingan akan menggunakan proses pengolahan citra, dengan dukungan teknologi citra digital ini, akan memudahkan untuk membandingkan pertumbuhan tanaman dalam kedua sistem. Penelitian ini mengeksplorasi penggunaan pengolahan citra untuk mendapatkan wawasan mendalam tentang keunggulan dan tantangan masing-masing sistem, dengan harapan memberikan kontribusi signifikan untuk pengembangan pertanian yang lebih berkelanjutan dan efisien di masa depan
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[4] R. B. Yuliandi, T. Dewi, and Rusdianasari, “Comparison of Blade Dimension Design of a Vertical Wind Turbine Applied in Low Wind Speed,” In proceeding of E3S Web of Conferences EDP Sciences, Vol. 68, p. 01001, 2018.
[5] A. T. Wardhana, A. Taqwa and T. Dewi, “Design of Mini Horizontal Wind Turbine for Low Wind Speed Area,” In Proceeding of Journal of Physics: Conference Series Vol. 347, No. 1, p. 01202, 2019.
[6] Sarwono, T. Dewi, and RD Kusumanto, "Geographical Location Effects on PV Panel Output - Comparison Between Highland and Lowland Installation in South Sumatra, Indonesia," Technology Reports of Kansai University, Vol. 63, No. 02, pp. 7229–7243, 2021. ISSN: 04532198.
[7] K. Junaedi, T. Dewi, and M. S. Yusi, "The Potential Overview of PV System Installation at the Quarry Open Pit Mine PT. Bukit Asam, Tbk Tanjung Enim," Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control, Vol. 6, No. 1, pp. 41–50, 2021. https://doi.org/10.22219/kinetik.v6i1.1148.
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[9] Indrayani, Y. Dinata, T. Dewi. A Study of Archimedes Screw Turbine Scheme of Pico-Hydro Power Plant Using the Utilized Irrigation Water, Technology Reports of Kansai University, Vol. 64, No. 6, pp. 8075-8086, 2022.
[10] Dewi, T., P. Risma, Y. Oktarina, M.T. Roseno, H.M. Yudha, A. S. Handayani, and Y. Wijanarko, "A Survey on Solar Cell; The Role of Solar Cell in Robotics and Robotic Application in Solar Cell industry," in Proceeding Forum in Research, Science, and Technology (FIRST), 2016. Retrieved from http://eprints.polsri.ac.id/3576/3/C4.pdf.
[11] C. N. L. Dos Santos, Agrivoltaic system: a possible synergy between agriculture and solar energy, MSc Thesis, Dept. of Energy Tech., KTH, School of Industrial Engineering Management, 2020.
[12] S. Kim and S. Kim, Performance Estimation Modeling via Machine Learning of an Agrophotovoltaic System in South Korea, Energies, Vol. 14, No 20, pp. 6274, 2021. https://doi.org/10.3390/en14206724.
[13] S. Amaducci, X. Yin, and M. Colauzzi, Agrivoltaic systems to optimize land use for electric energy production, Applied Energy, Vol. 220, pp. 545–561, 2018. https://doi.org/10.1016/j.apenergy.2018.03.081
[14] P. E. Campana, B. Stridh, S. Armaducci, and M. Colauzzi, Optimisation of vertically mounted agrivoltaic systems, Journal of Cleaner Production, Vol. 325, pp. 129091, 2021. https://doi.org/10.1016/j.jclepro.2021.129091.
[15] A. Feuerbacher, M. Laub, P. Högy, C. Lippert, L. Pataczek, S. Schindele, C. Wieck, and S. Zikeli, An analytical framework to estimate the economics and adoption potential of dual land-use systems: The case of agrivoltaics, Agricultural Systems, Vol. 192, p. 103193, 2021. https://doi.org/10.1016/j.agsy.2021.103193
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[17] M. Alam, T. Dewi, and Rusdianasari, "Performance Optimization of Solar Powered Pump for Irrigation in Tanjung Raja, Indonesia," 2022 International Conference on Electrical and Information Technology (IEIT), Malang, Indonesia, 2022, pp. 196–201, doi: 10.1109/IEIT56384.2022.9967873.
[18] Mases, Y., Dewi, T., & Rusdianasari (2021). Solar Radiation Effect on Solar Powered Pump Performance of an Automatic Sprinkler System. Paper presented at the Proceedings of 2021 International Conference on Electrical and Information Technology (IEIT), 246-250.
[19] P. P. Putra, T. Dewi, Rusdianasari, "MPPT Implementation for Solar-powered Watering System Performance Enhancement," Technology Reports of Kansai University, Vol. 63, No. 01, pp. 6919–6931, 2021. ISSN: 04532198.
[20] E. V. Novaldo, T. Dewi and Rusdianasari, "Solar Energy as an Alternative Energy Source in Hydroponic Agriculture: A Pilot Study," 2022 International Conference on Electrical and Information Technology (IEIT), Malang, Indonesia, 2022, pp. 202–205, doi: 10.1109/IEIT56384.2022.9967806.
[21] A. S. Pascaris, C. Schelly, L. Burnham, and J. M. Pearce, Integrating solar energy with agriculture: Industry perspectives on the market, community, and socio-political dimensions of agrivoltaics, Energy Research & Social Science, Vol. 75, p. 102023, 2021. https://doi.org/10.1016/j.erss.2021.102023.
[22] M.P.M. Meuwissen, P.H. Feindt, T. Slijper, A. Spiegel, R. Finger, Y. de Mey, W. Paas, K.J.A.M. Termeer, P.M. Poortvliet, M. Peneva, J. Urquhart, M. Vigani, J.E. Black, P. Nicholas-Davies, D. Maye, F. Appel, F. Heinrich, A. Balmann, J. Bijttebier, I. Coopmans, E. Wauters, E. Mathijs, H. Hansson, C.J. Lagerkvist, J. Rommel, G. Manevska-Tasevska, F. Accatino, C. Pineau, B. Soriano, I. Bardaji, S. Severini, S. Senni, C. Zinnanti, C. Gavrilescu, I.S. Bruma, K.M. Dobay, D. Matei, L. Tanasa, D.M. Voicilas, K. Zawalińska, P. Gradziuk, V. Krupin, A. Martikainen, H. Herrera, P. Reidsma, Impact of Covid-19 on farming systems in Europe through the lens of resilience thinking, Agricultural Systems, Vol. 191, p. 103152, 2021. https://doi.org/10.1016/j.agsy.2021.103152.
[23] M. S. Gumisiriza, P. Ndakidemi, A. Nalunga, E. R. Mbega, Building sustainable societies through vertical soilless farming: A cost-effectiveness analysis on a small-scale non-greenhouse hydroponic system, Sustainable Cities and Society, Vol. 83, p. 103923, 2022, https://doi.org/10.1016/j.scs.2022.103923.
[24] M. S. Gumisiriza, J. M.L. Kabirizi, M. Mugerwa, P. A. Ndakidemi, E. R. Mbega, Can soilless farming feed urban East Africa? An assessment of the benefits and challenges of hydroponics in Uganda and Tanzania, Environmental Challenges, p. 100413, Vol. 6, 2022, https://doi.org/10.1016/j.envc.2021.100413.
[25] V. Mamatha, J.C. Kavitha, Machine learning based crop growth management in greenhouse environment using hydroponics farming techniques, Measurement: Sensors, Vol. 25, p. 100665, 2023, https://doi.org/10.1016/j.measen.2023.100665.
[26] P. Chen, H. Kim, L. R. Thatcher, J. M. Hamilton, M. L. Alva, Z. Zhou, P. B. Brown, Maximizing nutrient recovery from aquaponics wastewater with autotrophic or heterotrophic management strategies, Bioresource Technology Reports, Vol. 21, p. 101360, 2023, https://doi.org/10.1016/j.biteb.2023.101360.
[27] F. Septiarini, T. Dewi, and Rusdianasari, Design of a solar-powered mobile manipulator using fuzzy logic controller of agriculture application, International Journal of Computational Vision and Robotics, Vol. 12, No. 5, pp 506–531, 2022. https://doi.org/10.1504/IJCVR.2022.
Published
2023-12-31
How to Cite
Azhar, M. S., Dewi, T., & Oktarina, Y. (2023). Analisis Pertumbuhan Tanaman Bayam Brazil: Perbandingan Antara Metode YOLOv5 pada Pertanian Vertikal dan Horizontal. Journal of Applied Smart Electrical Network and Systems, 4(2), 35-40. https://doi.org/10.52158/jasens.v4i2.784
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Articles
Copyright (c) 2023 Tresna Dewi
This work is licensed under a Creative Commons Attribution 4.0 International License.
