Mountainous Landscapes Multisource Dataset For Multimodal Cloud Removal

In mountainous landscapes, integrating topographical information is crucial for effective analysis and understanding. Remote sensing becomes indispensable in studying mountains, enabling the monitoring of critical aspects such as grassland degradation, snow depth, glacier dynamics. The intricate nature of mountain ecosystems requires a thorough un7 derstanding of their dynamics, given their vital role in providing habitats for unique species, influencing hydrology patterns, and indicating the impact of climate change. This dataset is designed to help researchers focusing on such landscapes. It's provide Sentinel-1 Sentinel-2 images along with topographic data. If you utilize this dataset in your work, please use the following citation: @article{boumahdi2025multisource, title={Multisource Topographic-Enhanced Cloud Removal for Remote Sensing in Mountainous Landscapes}, author={Boumahdi, Meryeme and Gonzalo-Martin, Consuelo and Lillo-Saavedra, Mario and Somos-Valenzuela, Marcelo and Garc{\'\i}a-Pedrero, Angel}, journal={IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, year={2025}, publisher={IEEE}}