Earth Surface Forecasting

Earth Surface Forecasting is a branch of Time Series tasks, focusing on predicting the future states of multispectral images of the Earth's surface. This task involves analyzing historical image data, integrating environmental factors such as meteorology and geology, and employing advanced machine learning algorithms to achieve accurate predictions of surface changes. Its objective is to provide high-resolution, multi-temporal forecasts of surface imagery to support decision-making in areas like environmental monitoring, resource management, and disaster early warning.