As climate change mitigation gains urgency, AI-driven predictive modeling optimizes biomass-based carbon sequestration, enhancing efficiency and supporting decarbonization. This article explores machine learning techniques, data sources, and real-world applications that improve carbon capture, contributing to sustainable environmental management and global CO₂ reduction efforts.
[1] Zhang, Y., & Sun, R. (2021). AI-driven modeling of biomass carbon sequestration in forest ecosystems. Environmental Research, 200, 111730. DOI: 10.1016/j.envres.2021.111730
[2] Lee, H., & Kim, J. (2022). Machine learning for biomass growth prediction and carbon sequestration analysis. Nature Sustainability, 5(3), 225–234. DOI: 10.1038/s41893-022-00819-y
[3] Liu, X., & Wang, T. (2020). Decision tree-based carbon sequestration modeling for bioenergy crops. Renewable Energy, 145, 1225–1236. DOI: 10.1016/j.renene.2020.03.072
[4] Jones, M., & White, P. (2019). AI-enhanced predictive models for agricultural carbon sequestration. Journal of Environmental Management, 248, 109288. DOI: 10.1016/j.jenvman.2019.109288
[5] Smith, R., & Green, L. (2023). Remote sensing and AI for monitoring biomass carbon capture. Science of the Total Environment, 859, 160032. DOI: 10.1016/j.scitotenv.2023.160032
[6] Wang, Y., & Zhao, X. (2022). AI applications in soil carbon sequestration modeling. Geoderma, 414, 115746. DOI: 10.1016/j.geoderma.2022.115746
[7] Patel, A., & Singh, D. (2021). IoT and AI in carbon flux monitoring. Smart Environmental Technologies, 9(4), 345–360. DOI: 10.1016/j.smarenv.2021.102412
[8] Brown, K., & Adams, J. (2020). AI-driven analysis of afforestation and forest carbon sequestration. Forests, 11(5), 623. DOI: 10.3390/f11050623
[9] White, G., & Black, S. (2023). AI-based yield prediction for bioenergy crops. Agricultural Systems, 205, 103546. DOI: 10.1016/j.agsy.2023.103546
[10] Green, T., & Fox, B. (2022). Land-use optimization using AI for carbon sequestration. Environmental Science & Policy, 134, 87–98. DOI: 10.1016/j.envsci.2022.08.007
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