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I want to apply the PreDiff to my dataset for precipitation nowcasting, and I have already trained a Variational Autoencoder (VAE), and everything is normal. However, during the training of PreDiff, I…
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Dear developers,
As mentioned in #282 and #295, the STEPS nowcasting component of pysteps (with/without blending with NWP) cannot really handle the case where there is no rain in the radar image / …
ladc updated
7 months ago
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I am performing nowcasts with the setup below but I am getting an error during the noise adjustment process.
Here is the setup:
```
Methods:
--------
extrapolation: semilagrangian
b…
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### Describe your idea
Expansion on #632.
So ever since you told me that some level of background refresh was required to get precipitation information, I set the app to background check once every …
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### Link to publicly available documentation of the API
https://dataset.api.hub.geosphere.at/v1/docs/
### Available and not available data
https://data.hub.geosphere.at/dataset/klima-v2-1h
### Are…
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It's an interesting work!
I found that you only use the last frame of the deterministic prediction $\mu$ when calculating the global motion prior, and the 1st frame of the deterministic prediction…
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**The task**: precipitation nowcasting for radar echo measurements. Predict next 16 frames given recent 4 ones.
**The data**: single measurement - image of shape ```(252, 252)``` with intensity value…
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i want to do my own training loop using convLSTM but i couldn't because i do not know how can i specify the mask true argument in the forward method????
My loop unfortunately failed because of it…
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* Latent diffusion models for generative precipitation nowcasting with accurate uncertainty quantification
* arXiv (2023), https://arxiv.org/abs/2304.12891