Pilot study of eruption forecasting with muography using convolutional neural network

Muography is a novel method of visualizing the internal structures of active volcanoes by using high-energy near-horizontally arriving cosmic muons. The purpose of this study is to show the feasibility of muography to forecast the eruption event with the aid of the convolutional neural network (CNN)...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Nomura, Yukihiro, Nemoto, Mitsutaka, Hayashi, Naoto, Hanaoka, Shouhei, Murata, Masaki, Yoshikawa, Takeharu, Masutani, Yoshitaka, Maeda, Eriko, Abe, Osamu, Tanaka, Hiroyuki K. M.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2020
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7093437/
https://ncbi.nlm.nih.gov/pubmed/32210328
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-62342-y
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