Published November 10, 2023
| Version v1
Dataset
Open
Plasim dataset for manuscript titled: "Extreme heatwave sampling and prediction with analog Markov chain and comparisons with deep learning"
Description
This dataset was originally generated by running a Plasim general circulation model for 8000 years. We extract a small subset of this dataset which is only 500 years long with temperature, soil moisture and 500 hPa Geopotential extracted over the northern hemisphere above 30 North. This dataset can be used to reproduce the results in https://arxiv.org/abs/2307.09060 concerning training CNN and SWG with cross-validation length of 500 years.
Files
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md5:d26bc5bf6c404c2198e71e1d66a26cfa
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Additional details
Related works
- Is described by
- arXiv:2307.09060 (arXiv)