tyui592/awesome-precipitation-nowcasting
A list of Precipitation Nowcasting papers and related resources.
This resource curates a list of academic papers and related materials focused on improving short-term precipitation forecasts, often called 'nowcasting.' It collects research using various machine learning techniques to predict rainfall based on weather radar data, satellite images, or ground station information. Meteorologists, climate scientists, and emergency management professionals would find this useful for understanding the latest advancements in predicting rain for the next few hours.
178 stars. No commits in the last 6 months.
Use this if you need to research or implement advanced machine learning models for predicting precipitation in the very near future (0-6 hours).
Not ideal if you are looking for a ready-to-use application for personal weather forecasts or long-range climate predictions.
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Dec 16, 2024
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