JpGU-AGU Joint Meeting 2026

Presentation information

[E] Oral

S (Solid Earth Sciences ) » S-VC Volcanology

[S-VC40] Volcanic eruption dynamics and mechanisms: controlling physical and chemical processes

Wed. May 27, 2026 1:45 PM - 3:15 PM International Conference Room (IC) (International Conference Hall, Makuhari Messe)

Chairperson:Mujin Mayumi(Hokkaido University), Farquharson Ian Jamie(Niigata University), Park Jong Gil(Rice University)

3:00 PM - 3:15 PM

[SVC40-12] A Machine Learning–Based Texture Analysis Method for Pumice: Application to the Shinmoedake Eruption

*Akane Kinoshita1, Nobuo Geshi1 (1. Kyushu University)

Keywords:Bubble Size Distribution, Pumice texture, Shinmoedake eruption, Machine learning, Image segmentation, Weakly supervised learning