Dataset access record for cross-sensor SAR oil spill mapping using self-supervised denoising and lightweight wavelet-state-space modeling

Data availability statement This study utilises three publicly available benchmark datasets for SAR oil spill detection and mapping tasks. The Deep-SAR Oil Spill (SOS) dataset is available at https://aistudio.baidu.com/datasetdetail/145599 and was originally introduced in the literature: Zhu et al. (2021), doi:10.1109/TGRS.2021.3115492. The OSLM dataset is available at https://github.com/SARDEEP1/OSLM and was originally introduced in the literature: Wang et al. (2025), doi:10.1016/j.jhazmat.2025.140683. The Sentinel-1-based dataset is available at https://zenodo.org/records/13761290 and was originally introduced in the literature: Trujillo-Acatitla et al. (2024), doi:10.1016/j.marpolbul.2024.116549. All the above datasets are freely accessible for academic research through their original repositories or data providers. No new datasets were generated or collected in this study.