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The latent diffusion model (LDM) applied for this experiment is an architecture derived from stable diffusion (Rombach et al., 2021), specifically a re-adaptation of the conditional LDM LDCast (Leinonen et al., 2023), developed for precipitation nowcasting and already successfully applied for other variables (e.g., Carpentieri et al., 2023)