Overview This master’s thesis investigates the prediction of vegetation dynamics in the Troodos Mountains using time series analysis of the Normalized Difference Vegetation Index (NDVI). NDVI is a widely used remote sensing metric that quantifies vegetation greenness and health, making it a valuable tool for monitoring ecological changes, land cover, and environmental disturbances.