AI RESEARCH
When Earth Foundation Models Meet Diffusion: An Application to Land Surface Temperature Super-Resolution
arXiv CS.LG
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ArXi:2604.16841v1 Announce Type: cross Land surface temperature (LST) super-resolution is important for environmental monitoring. However, it remains challenging as coarse thermal observations severely underdetermine fine-scale structure. In this paper, we propose Earth Foundation Model-guided Diffusion (EFDiff), a novel framework for super-resolution under extreme spatial degradation.