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FREVA-CLINT / climatereconstructionAI

Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutions
BSD 3-Clause "New" or "Revised" License
71 stars 22 forks source link

The dataset cannot be downloaded #30

Closed Lzy-song closed 1 week ago

Lzy-song commented 1 week ago

Hello,

I hope this message finds you well. I recently came across your publication titled "Artificial intelligence reveals past climate extremes by reconstructing historical records" and found the Climate Reconstruction AI (CRAI) model presented in the article to be highly relevant to my research interests.

I am currently in the process of studying your model with the intention of reproducing the paper's findings and applying it to my own research. However, I had some difficulty accessing some of the datasets mentioned in the article, especially the CMIP6 models used to train the model.

Additionally, regarding the data that you mentioned cannot be publicly shared due to privacy restrictions, I would be grateful if there might be a possibility to receive it privately. I believe that accessing this data would greatly enhance my ability to understand and apply the CRAI model effectively in my research.

I would like to obtain all the datasets that can fully reproduce the content of your article, including model training, testing and evaluation. Here is my contact information for further communication:

Email: lzyszh@whu.edu.cn

I am looking forward to your guidance and assistance on this matter. Thank you very much for your time and contribution to the scientific community.

Best regards

eplesiat commented 1 week ago

Thanks for bringing this up. Since this issue is not directly related to the code in this repository, we will contact you personally to address your concerns regarding the dataset and provide any relevant information.

If you have any further questions or issues related to the code, feel free to open a new issue, and we will be happy to assist.