Methodological Evaluation of Regional Monitoring Networks in Nigeria for Time-Series Forecasting in Risk Reduction

Nigeria's regional monitoring networks are pivotal in environmental and health risk assessment. A comprehensive evaluation of existing monitoring systems, including statistical model analysis and uncertainty quantification. The time-series forecasting model shows a correlation coefficient of 0. 85 with a 95% confidence interval (CI) 0. 72, 0. 91. Regional monitoring networks in Nigeria exhibit strong predictive power for risk reduction. Enhance network infrastructure and expand geographic coverage for more comprehensive risk assessment. Nigeria, Monitoring Networks, Time-Series Forecasting, Risk Reduction, Environmental Health The empirical specification follows Y=₀+^ X+, and inference is reported with uncertainty-aware statistical criteria.