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RNN Replications: FM10 Rocky Mountain GACC 2023-2024

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Zenodo2026-05-01 更新2026-05-26 收录
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100 replications of training an RNN, used as a starting point for a fuel moisture content transfer learning analysis. * RNN with LSTM layer trained on FM10 sensors from all available RAWS within Rocky Mountain GACC from 2023-2024* Model architecture and training described in DOI: https://doi.org/10.3390/fire9010026* Replications use different seeds that account for uncertainty in random weight initialization, and train/val split* Model replications used with transfer learning approaches to generate predictions for FM1, FM100, and FM1000* These replications are the external pretrained-model inputs for the `fmc_transfer` repository. For reproducibility, place this directory at `models/rnn_rocky_23-24_reps/` within that project: https://github.com/jh-206/fmc_transfer/

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2026-05-01
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