Abstract Effective urban planning and management rely on accurate land cover mapping. which can be achieved through the combination of remote sensing data and machine learning algorithms. This study aimed to explore and demonstrate the potential benefits of integrating Sentinel-1 SAR and Sentinel-2 MSI satellite imagery for urban land cover classification in Gondar city. Ethiopia. https://danddcollectiblers.shop/product-category/kitchen-towel/