205 citations · 205 across the 3 of their papers we have counts for
3 papers
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…
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…
Statistical Postprocessing for Weather Forecasts -- Review, Challenges and Avenues in a Big Data World
Stéphane Vannitsem, John Bjørnar Bremnes, Jonathan Demaeyer +21
Statistical postprocessing techniques are nowadays key components of the forecasting suites in many National Meteorological Services (NMS), with for most of them, the objective of…