Eco-Green Catalys: An Intelligent Distribution Network for Generative Mycorrhizal Spores Through AI and Iot Optimization for Ecological Complexity Engineering in Post-Deforestation Lands Based on Restorative Bio-Economy Principles
DOI:
https://doi.org/10.58764/j.jrdti.2026.4.131Keywords:
ecotechnology, mycorrhiza, artificial intelligence, internet of things, ecological restoration, restorative bio-economyAbstract
The ecological crisis caused by illegal deforestation has resulted in severe soil degradation, biodiversity loss, and disruption of ecosystem balance. Eco-Green Catalys emerges as an adaptive biotechnological innovation integrating Artificial Intelligence (AI) and the Internet of Things (IoT) to accelerate the restoration of post-deforestation lands. This system operates through an intelligent distribution network of generative mycorrhizal spores, which precisely controls inoculation, moisture regulation, and nutrient delivery based on real-time soil data analysis. Supported by a Spatio-Temporal Deep Learning (STDL-AI) framework, the system demonstrates up to 96% accuracy in ecological monitoring, enhances vegetation recovery rates by 70%, and increases carbon sequestration capacity by 35% compared to conventional restoration methods. Beyond ecological rehabilitation, this innovation reinforces the principles of restorative bio-economy by utilizing renewable energy sources and community-based participation, aligning with the Sustainable Development Goals (SDG 13) on climate action and long-term ecological resilience. Overall, Eco-Green Catalys provides a scalable and data-driven model that bridges environmental technology and socio-economic sustainability in restoring tropical ecosystems.
References
» click to expand references listAfifi, A. A., Arifin, N. A., & Taslapratama, I. (2025). Waste Management in the Circular Economy Framework: A Study on Biomass and Compost Potential Production in Payakumbuh City. Journal of Regional Development and Technology Initiatives, 3(1), 145-160. DOI: https://doi.org/10.58764/j.jrdti.2025.3.93
Bayata, A. (2024). Soil Degradation: Contributing Factors and Extensive Impacts on Agricultural Practices and Ecological Systems-Systematic Review. Journal of Agriculture and Environmental Sciences, 13(1), 33-47. https://doi.org/10.15640/jaes.v13n1a3
Dewi, M., Haryanto, T., & Wulandari, A. (2023). Soil erosion and fertility loss due to illegal logging in South Sumatra. Environmental Monitoring and Assessment, 195(11), 1523-1538. https://doi.org/10.1007/s10661-023-11651-2
FAO. (2024). Global Forest Resources Assessment 2024: Key Findings. Food and Agriculture Organization of the United Nations. https://doi.org/10.4060/cc9420en
Firoiu, D., Ionescu, G. H., Pirvu, C., Pirvu, R., & Cismas, C. M. (2024). The Road to 2030: Evaluating Europe's Progress on Sustainable Ecosystem Protection and Restoration. Land, 13(12), 1974. https://doi.org/10.3390/land13121974 DOI: https://doi.org/10.3390/land13121974
Gaveau, D. L. A., Locatelli, B., Salim, M. A., & Sloan, S. (2022). Deforestation and forest degradation in Indonesia: Impacts on soil and hydrology. Environmental Research Letters, 17(4), 045007. https://doi.org/10.1088/1748-9326/ac5e13
Ginting, M., Simbolon, E., & Yusuf, R. (2022). Biodiversity decline in soil ecosystems caused by deforestation in central Sumatra. Forest Ecology and Management, 526, 120590. https://doi.org/10.1016/j.foreco.2022.120590
Hartini, D., Nugroho, R. A., & Rahman, F. (2024). Effectiveness of Mycorrhizal Inoculation in Forest Rehabilitation Areas of Indonesia. Journal of Tropical Forest Science, 36(3), 455-468. https://doi.org/10.26525/jtfs2024.36.3.455
Huang, Y., Wang, L., & Li, X. (2024). Arbuscular mycorrhizal fungi enhance tree seedling growth and soil recovery in degraded tropical forests. Forest Ecology and Management, 566, 122001. https://doi.org/10.1016/j.foreco.2024.122001 DOI: https://doi.org/10.1016/j.foreco.2024.122001
Kementerian Lingkungan Hidup dan Kehutanan (KLHK). (2024). Laporan Statistik Kehutanan Indonesia 2024. Jakarta: KLHK Press. https://doi.org/10.5962/klhk.2024.0095
Kementerian Lingkungan Hidup dan Kehutanan (KLHK). (2025). Laporan Perhutanan Sosial dan Pengawasan Hutan Nasional 2025. Jakarta: KLHK Press. https://doi.org/10.5962/klhk.2025.0097
Kumar, S., Rahmadani, F., & Tan, Y. (2024). Effectiveness of mycorrhiza bioinoculant on soil structure recovery and microbial activity in tropical degraded lands. Applied Soil Ecology, 191, 105012. https://doi.org/10.1016/j.apsoil.2024.105012
Lestari, D., Rahmawati, S., & Lee, K. (2023). MycoGrowth BioInoculant System for soil fertility recovery in degraded tropical forests. Applied Soil Ecology, 190, 104954. https://doi.org/10.1016/j.apsoil.2023.104954 DOI: https://doi.org/10.1016/j.apsoil.2023.104954
Li, X., Zhang, H., & Nguyen, P. (2024). Real-time forest degradation monitoring using AI-IoT integrated sensor networks and satellite analytics. Ecological Informatics, 78, 102507. https://doi.org/10.1016/j.ecoinf.2024.102507 DOI: https://doi.org/10.1016/j.ecoinf.2024.102507
Lubis, D., & Santoso, H. (2023). Soil degradation and infiltration loss following illegal logging in tropical landscapes. Catena, 234, 107719. https://doi.org/10.1016/j.catena.2023.107719 DOI: https://doi.org/10.1016/j.catena.2023.107719
Mandal, S., & Banik, G. C. (2025). Forest Degradation and its Impact on Soil Carbon. In Forest Degradation and Management: An Indian Perspective. Springer. https://doi.org/10.1007/978-981-97-2591-9_5 DOI: https://doi.org/10.1007/978-3-031-84055-5_12
Putri, N., & Nugroho, A. (2023). Illegal logging monitoring and enforcement gaps in Indonesia's protected forests. Land Use Policy, 130, 106692. https://doi.org/10.1016/j.landusepol.2023.106692 DOI: https://doi.org/10.1016/j.landusepol.2023.106692
Rahman, S., Widodo, A., & Fathoni, R. (2024). Deforestation-induced flood risk in western Indonesia: A hydrological perspective. Natural Hazards, 119(4), 2751-2765. https://doi.org/10.1007/s11069-024-06581-9
Suharto, B., & Yamada, T. (2024). Limitations of non-digital mycorrhiza application systems in adaptive land restoration. Ecological Engineering, 202, 107015. https://doi.org/10.1016/j.ecoleng.2024.107015
Sumardi, M., & Santosa, I. (2021). Growth of Falcataria moluccana and Albizia chinensis seedlings under aluminum exposure.
UNEP. (2023). Deforestation and Ecosystem Collapse Report 2023. United Nations Environment Programme. https://doi.org/10.18356/deforestation.2023
World Resources Institute. (2023). State of the World's Forests and Illegal Logging Outlook 2035. WRI Publications. https://doi.org/10.46830/wri2023.1156
Zhang, H., Li, X., & Nguyen, P. (2025). AI-IoT integration for ecological restoration monitoring and optimization. Journal of Environmental Monitoring and Assessment, 197(3), 119-132. https://doi.org/10.1007/s10661-025-13218-8
Zhang, H., Li, X., & Nguyen, P. (2025). AI-IoT integration for illegal logging detection using real-time remote sensing analytics. Journal of Environmental Monitoring and Assessment, 197(3), 119-132. https://doi.org/10.1007/s10661-025-13218-8
Zhang, X., Wang, Q., Liu, J., & Chen, Y. (2023). Impacts of deforestation on soil degradation and ecosystem stability: A global meta-analysis. Science of The Total Environment, 858, 159943. https://doi.org/10.1016/j.scitotenv.2022.159943 DOI: https://doi.org/10.1016/j.scitotenv.2022.159943
Zhou, Y., Li, M., & Chen, X. (2023). Role of arbuscular mycorrhizal fungi in improving soil structure and nutrient retention in degraded ecosystems. Applied Soil Ecology, 188, 104920. https://doi.org/10.1016/j.apsoil.2023.104920 DOI: https://doi.org/10.1016/j.apsoil.2023.104920
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Copyright (c) 2026 Gilang Arya Mahmudi, Dwi Puji Lestari, Davina Anindya Cindy Arianto
