measurements and satellite observations for model calibration. Simulation results indicate that targeted aeration, watershed nutrient reduction, and microbiome manipulation can reduce cumulative hypoxic stress by up to 43% over two decades, while increasing live coral cover by 28% relative to baseline projections. Sensitivity analyses reveal that model outcomes are particularly influenced by microbial acclimation rates and seasonal DO minima, highlighting the importance of fine-scale biogeochemical monitoring. Overall, the findings demonstrate the value of an adaptive, data-driven decision-support framework that integrates ecological processes, high-resolution environmental data, and management interventions, offering scalable guidance for hypoxia resilience planning in threatened coral reef systems.
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Kalaivani T.
Baranidharan T.
Kavitha M. S.
Journal of Environmental Science and Health Part A
n&k Technology (United States)
Government College of Science
Artificial Intelligence in Medicine (Canada)
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T. et al. (Sun,) studied this question.
synapsesocial.com/papers/6a0d4e9df03e14405aa99d48 — DOI: https://doi.org/10.1080/10934529.2026.2664333
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