Li-Pen Wang

From Points to Images: deep-learning enhanced spatial-temporal rainfall modeling from point measurements

This study proposes a data-driven framework, 5 termed P2I-GAN, to reconstruct rainfall directly from irregular point measurements, Inspired by the concept of video inpainting in computer vision, which allows spatial organisation of rainfall to be recovered in a temporally consistent manner, even when observations are l...