EarthLD: Towards Unified Open-World Landslide Understanding via Vision-Language Guided Diffusion Models
This work proposes EarthLD, a vision-language-guided diffusion framework for open-world landslide understanding, enabling unified landslide recognition, mapping, and trigger interpretation, and constructs a global-scale open-world landslide benchmark.