1 citations · 1 across the 3 of their papers we have counts for
3 papers
RainPro-8: An Efficient Deep Learning Model to Estimate Rainfall Probabilities Over 8 Hours
Rafael Pablos Sarabia, Joachim Nyborg, Morten Birk +3
We present a deep learning model for high-resolution probabilistic precipitation forecasting over an 8-hour horizon in Europe, overcoming the limitations of radar-only deep learnin…
Multi-Source Temporal Attention Network for Precipitation Nowcasting
Rafael Pablos Sarabia, Joachim Nyborg, Morten Birk +3
Precipitation nowcasting is crucial across various industries and plays a significant role in mitigating and adapting to climate change. We introduce an efficient deep learning mod…
RainAI -- Precipitation Nowcasting from Satellite Data
Rafael Pablos Sarabia, Joachim Nyborg, Morten Birk +1
This paper presents a solution to the Weather4Cast 2023 competition, where the goal is to forecast high-resolution precipitation with an 8-hour lead time using lower-resolution sat…