paper
2021
Nowcasting
New model or method
0–6 hColorado State University (incl. CIRA) Journal
2021-09-21
026
Sep 2021
Joaquin Cuomo, V. Chandrasekar
IEEE Transactions on Geoscience and Remote Sensing
Colorado State University (incl. CIRA)
Systematic study of deep learning storm nowcasting design choices (history length, loss, predicted frames) from radar data, yielding models that outperform existing implementations.
Developing Deep Learning Models for Storm Nowcasting
In one sentence. Systematic study of deep learning storm nowcasting design choices (history length, loss, predicted frames) from radar data, yielding models that outperform existing implementations.
Labels
- Topic
- Nowcasting
- Type
- New model or method
- Time scale
- 0–6 h
- Data
- Radar
- Status
- Research
- Identifiers
- DOI:10.1109/tgrs.2021.3110180 OpenAlex:W3200655876
- Added
- 2026-10-22
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