THE EL-RAKHAWI PROTOCOL FOR ECOLOGICAL RESILIENCE AND WILDFIRE MITIGATION A Bio-Computational and Material Science Approach to Forest Ecosystem Management
Sep 2026· Zenodo (CERN European Organization for Nuclear Research)
Plant and Biological Electrophysiology Studies
Abstract
The El-Rakhawi Protocol for Ecological Resilience and Wildfire Mitigation presents a proactive, bio-computational framework to combat wildfires. Moving beyond reactive suppression, it integrates four core innovations: (1) Mycelial-assisted early warning sensor networks (MEWN) using neuromorphic edge computing to detect sub-surface smoldering in minutes; (2) Bio-based nanotechnological fire-retardant coatings (NBFC) to protect high-value vegetation; (3) Autonomous drone swarms deploying lightweight, eco-friendly bio-polymeric hydrogel precursors for rapid, targeted suppression; and (4) Post-fire application of native microbial consortia to accelerate soil regeneration. Grounded in modified Rothermel heat dynamics and strict ecological ethics (zero GMOs), this protocol offers a scientifically rigorous, scalable solution for global climate resilience. DOI: 10.5281/zenodo.23058991.
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The perception of the impact of agile methods is predominantly positive, and several challenge areas were discovered, but based on this study, agile methods are here to stay.
M. Laanti, O. Salo, P. Abrahamsson· Information and Software Tec...· 260 citations· ⚡20
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