Ontology highlight
ABSTRACT:
SUBMITTER: Nomura Y
PROVIDER: S-EPMC7093437 | biostudies-literature | 2020 Mar
REPOSITORIES: biostudies-literature
Scientific reports 20200324 1
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). In this study, seven daily consecutive muographic images were fed into the CNN to compute the probability of eruptions on the eighth day, and our CNN model was trained by hyperparameter tuning with ...[more]