2 papers
cs.LG2026
From Nowcasting to Forecasting: Adapting a Reanalysis-Trained
Mikko Partio, Leila Hieta, Ossi Laine
Accurate cloud-cover forecasts are important for temperature prediction, radiation forecasting, and solar-power operations. Short-range forecasting methods can preserve observed cl…
physics.ao-ph2024
CloudCast -- Total Cloud Cover Nowcasting with Machine Learning
Mikko Partio, Leila Hieta, Anniina Kokkonen
Cloud cover plays a critical role in weather prediction and impacts several sectors, including agriculture, solar power generation, and aviation. Despite advancements in numerical…