Ramzi Pandu Ma'arif

Hybrid Time-Series Forecasting and Anomaly Detection for Early Deforestation Monitoring in Indonesia

Deforestation remains a major environmental issue in Indonesia, affecting biodiversity and increasing carbon emissions. This study analyzes forest dynamics by combining time-series forecasting and anomaly detection approaches. Annual data from 2000 to 2025 were examined using ARIMA, Prophet, exponential smoothing, as w...