Accurate urban traffic flow prediction plays a vital role in Intelligent Transportation System (ITS). The complex long-term and long-range spatiotemporal correlations of traffic flow pose a significant challenge to the prediction task. Most current research methods focus only on spatial correlations in local areas. ignoring global geographic contextual information. https://lecoureures.shop/product-category/ski-de-fond-junior-fixations/