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Releases: fmidev/lagrangian-convolutional-neural-network

L-CNN with Swiss dataset

22 May 11:06

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This version of the L-CNN model code contains a Dataset module & scripts that allow training & running the model with Swiss data.

Revised version of L-CNN model code

30 Nov 08:48
7f8c916

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Model code version revised based on reviewer comments. Main changes include:

  • option to plot map & rain rate difference instead of rain rate in case figures
  • script to plot distributions of dataset values
  • bug fix of variable defined in wrong place in LagrangianFMIComposite.py

Submitted version of L-CNN model code

28 Sep 10:23

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Version of the code used in the version of the manuscript "Advection-free Convolutional Neural Network for Convective Rainfall Nowcasting" by Ritvanen et al, submitted to IEEE JSTARS.