Model Card for chimp_smhi_v3
Retrieves surface precipitation and radar reflectivity from SEVIRI observations.
Model Details
Model Description
The chimp_smhi_v3 model is a 2+1D convolutional network that retrieves ground-based radar reflectivity
and surface precipitation estimates from 15-minute MeteoSat SEVIRI observations. It is trained used OPERA
and BALTRAD composite radar reflectivities as well as GPM CMB surface precipitation estimates.
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- Developed by: Simon Pfreundschuh
- Model type: CNN
- License: MIT
Model Sources [optional]
Uses
THe model is still experimental and should only be used for validation purposes at the current development stage.
How to Get Started with the Model
Training Details
Training Data
Training was performed on two years (2019, 2020) of matched SEVIRI and OPERA/BALTRAD data.
Model Card Authors [optional]
@simonpf
Model Card Contact
@simonpf
