Potensi dan Tantangan Integrasi Pertanian Presisi dalam Pemanfaatan Air Lindi: Sebuah Tinjuan Literatur
Potentials and Challenges of Integrating Precision Agriculture for Landfill Leachate Valorization: A Literature Review
DOI:
https://doi.org/10.30605/perbal.v14i1.7848Keywords:
Air lindi, Internet of Things (IoT), Pertanian Presisi, Variable Rate Application, Manejemen Limbah BerkelanjutanAbstract
Peningkatan volume limbah global menempatkan air lindi sebagai ancaman lingkungan yang serius, namun matriks ini memiliki potensi agronomi yang belum tergali karena kandungan makronutrien yang tinggi. Penelitian ini bertujuan mengevaluasi kelayakan integrasi teknologi pertanian presisi, khususnya Internet of Things (IoT) dan Variable Rate Application (VRA), untuk mentransformasi air lindi menjadi sumber pupuk cair yang aman. Menggunakan pedoman PRISMA, studi ini menyintesis literatur terkini (2019-2025) untuk membangun kerangka kerja sistem fertigasi cerdas. Temuan kualitatif mengonfirmasi bahwa pemantauan real-time terhadap parameter kritis (pH, salinitas/EC, dan logam berat) mutlak diperlukan untuk mencegah risiko fitotoksitas dan akumulasi biomagnifikasi. Secara kuantitatif, integrasi algoritma dosing otomatis dan strategi VRA terbukti mampu meningkatkan efisiensi penggunaan nutrisi serta menghasilkan penghematan irigasi sebesar 20%-50% dibandingkan dengan metode konvensional. Lebih lanjut, arsitektur sistem yang diusulkan menawarkan mekanisme intervensi otomatis yang signifikan dalam memitigasi pencemaran air tanah. Studi ini menyimpulkan bahwa valorisasi air lindi secara teknis sangat layak dilakukan melalui adopsi teknologi cerdas, yang menawarkan solusi jalan tengah antara produktivitas pertanian dan keamanan lingkungan dalam kerangka ekonomi sirkular.
The exponential rise in global waste generation has positioned landfill leachate as a critical environmental liability, yet it possesses untapped agronomic potential due to its high macronutrient content. This systematic review evaluates the feasibility of integrating precision agriculture technologies—specifically Internet of Things (IoT) and Variable Rate Application (VRA)—to transform leachate into a safe liquid fertilizer source. Employing PRISMA guidelines, this study synthesizes recent literature (2019–2025) to construct a smart fertigation framework. Qualitative findings confirm that real-time monitoring of critical parameters (pH, EC, and Heavy Metals) is mandatory to prevent phytotoxicity and bio-magnification risks. Quantitatively, the integration of automated dosing algorithms and VRA strategies is proven to enhance nutrient use efficiency and generate irrigation water savings of 20–50% compared to conventional methods. Furthermore, the proposed architecture offers an automated intervention mechanism that significantly mitigates groundwater contamination risks. This study concludes that leachate valorization is technically viable through intelligent technology adoption, offering a sustainable solution that balances agricultural productivity with environmental safety within a circular economy framework.
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References
Abdel-Shafy, H. I., Ibrahim, A. M., Al-Sulaiman, A. M., & Okasha, R. A. (2024). Landfill leachate: Sources, nature, organic composition, and treatment: An environmental overview. Ain Shams Engineering Journal, 15(1). https://doi.org/10.1016/j.asej.2023.102293
Al-Gaadi, K. A., Tola, E. K., Alameen, A. A., Madugundu, R., Marey, S. A., Zeyada, A. M., & Edrris, M. K. (2023). Control and monitoring systems used in variable rate application of solid fertilizers: A review. Journal of King Saud University – Science, 35(3). https://doi.org/10.1016/j.jksus.2023.102574
Anand, N., & Palani, S. G. (2022). A Comprehensive Investigation of Toxicity and Pollution Potential of Municipal Solid Waste Landfill Leachate. Environmental Biotechnology Laboratory, Department of Biological Sciences, BITS Pilani, Hyderabad Campus, Jawahar Nagar, Kapra Mandal, Medchal District, Hyderabad, Telangana - 500078, Indiahttps://ssrn.com/abstract=4050396
Baganna, T., Choukri, A., & Fares, K. (2025). Sustainable Treatment of Landfill Leachate Using Sugar Lime Sludge for Irrigation and Nitrogen Recovery. Nitrogen, 6(2). https://doi.org/10.3390/nitrogen6020037
Cai, B., Shi, F., Geremew, B. A., Addis, A. K., Abate, M. C., Dessie, W., & Bayu, T. (2025). Precision agriculture techniques for optimizing chemical fertilizer use and environmental sustainability: a systematic review. Frontiers in Agronomy, 7. https://doi.org/10.3389/fagro.2025.1665444
Emadi Balaldehi, S. M. (2024). The effect of landfill leachate irrigation on different soil characteristics and plant nutrition: a review. Water and Soil Management and Modeling, 4(2), 33–54. https://doi.org/10.22098/mmws.2023.12503.1246
García, L., Parra, L., Jimenez, J. M., Lloret, J., & Lorenz, P. (2020). IoT-based smart irrigation systems: An overview on the recent trends on sensors and IoT systems for irrigation in precision agriculture. Sensors, 20(4). https://doi.org/10.3390/s20041042
Giannoccaro, N. I., Persico, G., Strazzella, S., Lay-Ekuakille, A., & Visconti, P. (2020). A System for Optimizing Fertilizer Dosing in Innovative Smart Fertigation Pipelines: Modeling, Construction, Testing and Control. International Journal of Precision Engineering and Manufacturing, 21(8), 1581–1596. https://doi.org/10.1007/s12541-020-00349-1
Islam, N., Rashid, M. M., Pasandideh, F., Ray, B., Moore, S., & Kadel, R. (2021). A review of applications and communication technologies for Internet of Things (IoT) and unmanned aerial vehicle (UAV) based sustainable smart farming. Sustainability, 13(4), 1–20. https://doi.org/10.3390/su13041821
Jamroen, C., Komkum, P., Fongkerd, C., & Krongpha, W. (2020). An intelligent irrigation scheduling system using low-cost wireless sensor network toward sustainable and precision agriculture. IEEE Access, 8, 172756–172769. https://doi.org/10.1109/ACCESS.2020.3025590
Lindamulla, L., Nanayakkara, N., Othman, M., Jinadasa, S., Herath, G., & Jegatheesan, V. (2022). Municipal solid waste landfill leachate characteristics and their treatment options in tropical countries. Current Pollution Reports, 8, 273–287 https://doi.org/10.1007/s40726-022-00222-x
Lucero-Sorbazo, D., Beltrán-Villavicencio, M., González-Aragón, A., & Vázquez-Morillas, A. (2022). Recycling of nutrients from landfill leachate: A case study. Heliyon, 8(5). https://doi.org/10.1016/j.heliyon.2022.e09540
Martínez García, M., Ramos Cabral, S., Pérez Zúñiga, R., & Martínez Rodríguez, L. C. G. (2023). Automatic equipment to increase sustainability in agricultural fertilization. Agriculture, 13(2). https://doi.org/10.3390/agriculture13020490
Nasiro, K., & Mohammednur, T. (2024). precision nutrient management amid climate change challenges: a review. Science Frontiers, 5(3), 110–122. https://doi.org/10.11648/j.sf.20240503.12
Obaideen, K., Yousef, B. A. A., AlMallahi, M. N., Tan, Y. C., Mahmoud, M., Jaber, H., & Ramadan, M. (2022). An overview of smart irrigation systems using IoT. Energy Nexus, 7. https://doi.org/10.1016/j.nexus.2022.100124
Ocama, O.V., Medagbe, Y.C. N., Akello, S., Kambale, W. V., Tashev, T., Kyamakya, K., & Kasereka, S. K. (2025). A review on advancing technologies in precision agriculture: applications, challenges, and the way forward. Procedia Computer Science 265, 572–577
Papale, L. G., Guerrisi, G., de Santis, D., Schiavon, G., & del Frate, F. (2023). Satellite data potentialities in solid waste landfill monitoring: review and case studies. Sensors, 23(8). https://doi.org/10.3390/s23083917
Romero, C., Ramos, P., Costa, C., & Carmen Márquez, M. (2013). Raw and digested municipal waste compost leachate as potential fertilizer: Comparison with a commercial fertilizer. Journal of Cleaner Production, 59, 73–78. https://doi.org/10.1016/j.jclepro.2013.06.044
Syu, W. J., Chang, T. K., & Pan, S. Y. (2020). Establishment of an automatic real-time monitoring system for irrigation water quality management. International Journal of Environmental Research and Public Health, 17(3). https://doi.org/10.3390/ijerph17030737
Tightiz, L., & Yang, H. (2020). A comprehensive review on IoT protocols’ features in smart grid communication. Energies, 13(11). https://doi.org/10.3390/en13112762
Vullaganti, N., Ram, B. G., & Sun, X. (2025). Precision agriculture technologies for soil site-specific nutrient management: A comprehensive review. Artificial Intelligence in Agriculture,15(2), 147–161. https://doi.org/10.1016/j.aiia.2025.02.001
Wang, J., & Qiao, Z. (2024). A comprehensive review of landfill leachate treatment technologies. Frontiers in Environmental Science,12. https://doi.org/10.3389/fenvs.2024.1439128
Wdowczyk, A., & Szymańska-Pulikowska, A. (2021). Comparison of landfill leachate properties by LPI and Phytotoxicity- a case study. Frontiers in Environmental Science, 9. https://doi.org/10.3389/fenvs.2021.693112
Xiang, R., Wei, W., Mei, T., Wei, Z., Yang, X., Liang, J., & Zhu, J. (2025). A review on landfill leachate treatment technologies: comparative analysis of methods and process innovation. Applied Sciences, 15(7). https://doi.org/10.3390/app15073878
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