Time-Series Analysis

Time-series analysis uses sequences of satellite imagery collected over extended periods to observe patterns, trends, and recurring behaviors. This method is essential for understanding flood dynamics, seasonal variations, long-term risk exposure, and recovery progress through consistent temporal observation.