Analysis of The Role of Biotic Components in Ecosystem Equilibrium Through Aquaponic Modeling Using Covariate Analysis
DOI:
https://doi.org/10.58812/wsa.v3i03.1935Keywords:
Catfish, Paddy, Degradation bacteria, Aquaponic , Lactobacillus sp., Nitrobacteria, Photosynthetic bacteriaAbstract
Overusing pesticides has caused numerous problems in the agricultural sector and led to mutagenic effects in fish. Additionally, land conversion across Indonesia is a major challenge for farmers. Farmers have adopted an aquaponic system by combining catfish and hydroponic rice cultivation to address this. This method has been widely used in Indonesia; however, it still lacks a scientific benchmark. This research aims to observe changes in biotic component behavior after degradation of bacterial strains, namely Lactobacillus, Nitrobacter, and Photosynthetic Bacteria. Through this, we will analyze the interaction between catfish and paddy using a parametric ANCOVA assay. The results show that the use of bacterial strains significantly affects the catfish growth in terms of length and weight. However, the correlation between the growth of catfish and paddy is not significant. While the well-being of catfish contributes to better paddy growth, the absence of catfish does not negatively impact paddy growth, as catfish are not the primary source of nutrients required by the paddy.
References
[1] R. Ayorbaba, “Biotic and abiotic components of seagrass ecosystems in Batu Island, Ambai Archipelago District,” UNES J. Scientech Res., vol. 6, no. 2, pp. 130–138, Dec. 2021.
[2] Md. A. Ahad, A Textbook of Ecology. Bangladesh: Himachal Publication Bishal Book Complex Banglabazar, Dhaka, 2019.
[3] M. Brenes, “Physiological and biochemical responses to salt stress in cultivated eggplant (Solanum melongena L.) and in S. insanum L., a close wild relative,” J. Agronomy, p. 5, 2020.
[4] H. Fadillah and F. A., “The effectiveness of using Nitrosomonas and Nitrobacter to improve water quality of tilapia cultivation media (Oreochromis niloticus),” J. Perikanan, vol. 12, no. 1, pp. 54–65, Mar. 31, 2022.
[5] M. Rizal, “The effect of photosynthetic bacteria (PSB) on growth and yield quality of Pakchoi plant (Brassica rapa subsp. Chinensis L.),” BIOFARM - J. Ilmiah Pertanian, vol. 20, no. 1, pp. 37–43, Apr. 2024.
[6] D. A. R. M. Darmawan, “Growth and production of lettuce (Lactuca sativa) and catfish (Clarias) with aquaponic system,” Agrium ISSN 0852-1077, vol. 22, no. 3, pp. 157–161, Apr. 2020.
[7] S. D. Sartika, N. Buhari, and B. D. H. Setyono, “Pengaruh bakteri probiotik (Lactobacillus plantarum) pada pakan untuk pertumbuhan ikan nila (Oreochromis niloticus),” J. Fish Nutr., vol. 2, pp. 49–61, 2022, doi: 10.29303/jfn.v2i1.1332.
[8] T. Bachtiar, I. Sugoro, and [Third Author], “Kontribusi nitrogen dari bakteri endofit pada tanaman padi,” J. Ilm. Apl. Isot. Radiasi, vol. 14, no. 1, pp. [page numbers], Jun. 2018, doi: 10.17146/jair.2018.14.1.4152.
[9] L. Yuriana, H. Santoso, and A. Sutanto, “Pengaruh probiotik strain Lactobacillus terhadap laju pertumbuhan dan efisiensi pakan lele masamo (Clarias sp) tahap pendederan I dengan sistem bioflok sebagai sumber biologi,” J. Lentera Pendidikan Pusat Penelitian LPPM UM Metro, vol. 2, no. 1, pp. 13–23, Jun. 3, 2017. [Online]. Available: https://ojs.ummetro.ac.id/index.php/lentera/article/view/476
[10] A. H. Primashita, B. S. Rahardja, and P. Prayogo, “Pengaruh pemberian probiotik berbeda dalam sistem akuaponik terhadap laju pertumbuhan dan survival rate ikan lele (Clarias sp.),” J. Aquaculture Sci., vol. 1, no. 1, p. 276586, 2017. [Online]. Available: https://www.neliti.com/publications/276586/pengaruh-pemberian-probiotik-berbeda-dalam-sistem-akuaponik-terhadap-laju-pertum
[11] J. R. Ashar, A. Bahri, and S. Suherah, “Diseminasi inovasi teknologi budidaya aeroponik, akuaponik, serta penerapan sistem minapadi di Kecamatan Bulukumpa, Kabupaten Bulukumba, Sulawesi Selatan,” Community Dev. J.: J. Pengabdian Masyarakat, vol. 2, no. 3, pp. 881–888, Nov. 2021, doi: 10.31004/cdj.v2i3.2655
[12] M. Handayani, C. Vikasari, and O. Prasadi, “Akuaponik sebagai sistem pemanfaatan limbah budidaya ikan lele di Desa Kalijaran,” JTRM (J. Teknol. Rekayasa Manufaktur), vol. 2, no. 1, pp. 41–50, Apr. 2020. [Online]. Available: https://ejournal.unib.ac.id/hayati/article/view/19503
[13] R. Septiani, “Pengaruh tanaman kangkung (Ipomoea aquatica) terhadap konsentrasi amonia untuk pertumbuhan tanaman pada akuaponik sederhana,” Thesis, UIN Raden Intan, Lampung, 2020. [Online]. Available: http://repository.radenintan.ac.id/12816/
[14] D. Arkkelin, Using SPSS to Understand Research and Data Analysis, 2014. [Online]. Available: https://scholar.valpo.edu/cgi/viewcontent.cgi?article=1000&context=psych_oer
[15] T. R. Belin and S.-L. T. Normand, “The role of ANCOVA in analyzing experimental data,” Psychiatr. Ann., vol. 39, no. 7, pp. 753–760, Jul. 2009, doi: 10.3928/00485713-20090625-01.
[16] L. Hadi, M. Marzuki, and F. Azhar, “Evaluasi penambahan bakteri Nitrosomonas terhadap kualitas air ikan lele (Clarias sp.),” J. Akuakultur Rawa Indonesia, vol. 10, no. 2, pp. 113–125, Dec. 27, 2022.
[17] M. Handayani, C. Vikasari, and O. Prasadi, “Akuaponik sebagai sistem pemanfaatan limbah budidaya ikan lele di Desa Kalijaran,” JTRM (J. Teknol. Rekayasa Manufaktur), vol. 2, no. 1, pp. 41–50, Apr. 2020. [Online]. Available: https://ejournal.unib.ac.id/hayati/article/view/19503
[18] A. H. Primashita, B. S. Rahardja, and P. Prayogo, “Pengaruh pemberian probiotik berbeda dalam sistem akuaponik terhadap laju pertumbuhan dan survival rate ikan lele (Clarias sp.),” J. Aquaculture Sci., vol. 1, no. 1, p. 276586, 2017. [Online]. Available: https://www.neliti.com/publications/276586/pengaruh-pemberian-probiotik-berbeda-dalam-sistem-akuaponik-terhadap-laju-pertum
[19] J. W. Sitopu, I. R. Purba, and T. Sipayung, “Pelatihan pengolahan data statistik dengan menggunakan aplikasi SPSS,” Dedikasi Sains Dan Teknologi, vol. 1, no. 2, pp. 82–87, 2021, doi: 10.47709/dst.v1i2.1068.
[20] P. W. Dhika, Prayogo, and M. Abdul, “Effect Addition of Different Probiotic in Aquaponic System towards Water Quality in Aquaculture Catfish,” Jornal of Aquaculture Science, vol. 1, no. 1, pp. 27-35, Apr. 2017. [Online]. Available: https://www.neliti.com/id/publications/276576/pengaruh-pemberian-probiotik-berbeda-dalam-sistem-akuaponik-terhadap-kualitas-ai
[21] A. Ilham, Y. Ayi, and A. Yuli, “Produktivitas Budidaya Sistem Mina Padi untuk Meningkatkan Ketahanan Pangan di Indonesia: A Review,” Jurnal Akuatek, vol. 2, no. 1, pp. 1-6, June. 2021. [Online]. Available: https://doi.org/10.24198/akuatek.v2i1.33647
[22] A. J. Rahmat, B. Arsad, and Suherah, “Diseminasi Inovasi Teknologi Budidaya Aeroponik, Akuaponik, Serta Penerapa Sistem Minapadi di Kecamatan Bulukumpa, Kabupaten Bulukumpa, Sulawesi Selatan,”Communnity Development Journal, vol. 2, no. 3, pp. 881-888, Nov. 2021. [Online]. Available: https://www.researchgate.net/publication/362224164_DISEMINASI_INOVASI_TEKNOLOGI_BUDIDAYA_AEROPONIK_AKUAPONIK_SERTA_PENERAPAN_SISTEM_MINAPADI_DI_KECAMATAN_BULUKUMPA_KABUPATEN_BULUKUMBA_SULAWESI_SELATAN
[23] P. P. Alvin, M.G. Judawinata, “Business Integration of Black Rice & Sangkuriang Catfish with Aquaponic System,”Jurnal Pemikiran Masyarakat Ilmiah Berwawasan Agribisnis, vol. 9, no. 1, pp. 1075-1092, Jan.2023. [Online]. Available: https://www.academia.edu/99286167/USAHATANI_INTEGRASI_PADI_HITAM_and_LELE_SANGKURIANG_DENGAN_SISTEM_AKUAPONIK_Studi_Kasus_Di_Kelompok_Tani_Terpadu_Angsana_Kelurahan_Pengasinan_Kecamatan_Sawangan_Kota_Depok_Jawa_Barat_
[24] R. Ridho, “Study of Growth and Yield of Rice (Oryza sativa L.) Variety IR-42 with N and P Fertilizer in Floating Cultivation,” Dept. Of Budidaya Pertanian Fakultas Pertanian, Universitas Sriwijaya, 2022. [Online]. Available: https://repository.unsri.ac.id/74940/2/RAMA_54211_05071381823065_0020085903_0009036303_01_front_ref.pdf
[25] P. S. Yonni H, S. Susi, Z. Septianus, “Pengaruh Penambahan Bakteri Adam Laktat Lactobacillus sp Pada Pakan Terhadap Laju Pertumbuhan, Kelulushidupan dan FCR Ikan Lele Sangkuriang Clarias gariepnius,” Jurnal Penelitian Terapan Perikanan Kelautan ITALIC, vol. 6, no. 2, pp. 65-67, Oct. 2024. [Online]. Available: https://www.stpsibolga.ac.id/ojs/index.php/TAPIAN_NAULI/article/view/243/163
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