Ali Shibli

I am a doctoral student in the Geoinformatics Division at KTH working under the supervision of Professors Yifang Ban and Andrea Nascetti. My research lies at the intersection of computer vision, machine learning, and remote sensing, with a focus on developing foundation models for geospatial data.

My work involves designing generalizable models, such as diffusion-based models, emphasizing domain adaptation and cross-resolution techniques. These models address critical challenges such as wildfire monitoring and progression, burned area mapping, and damage assessment. Furthermore, we explore how Synthetic Aperture Radar (SAR) imagery can be incorporated alongside optical data to develop the models.