3D segmentation using wavelet transforms for ETH and 3D hail hydrometeor classification etc.

[RBhupi]

Name of the algorithm or analysis

Wavelets

Why is this important?

Provide 3D segmentation of the cells.

Describe the algorithm

method for separating convective cores from stratiform region based on the wavelet scale analysis

References

Raut, Bhupendra A., et al. "A multiresolution technique for the classification of precipitation echoes in radar data." IEEE Transactions on Geoscience and Remote Sensing 58.8 (2020): 5409-5415.

Existing code or notebooks

https://arm-doe.github.io/pyart/API/generated/pyart.retrieve.conv_strat_raut.html

https://github.com/RBhupi/PyREClass

Inputs and outputs

Reflectivity Volume
3D field + 2D projection of the convection.

Output schema

Need to decide how this will be be stored.

Are you offering to contribute this?

I can contribute a PR — I am willing to implement this and open a pull request

Additional context

No response

Checklist

• I have provided at least one literature reference
• I have described what goes in and what comes out
• I have checked that this is not already implemented in Adapt