JpGU Meeting 2025
Session Outline| Multidisciplinary and Interdisciplinary (M) | ||||
|---|---|---|---|---|
| Session Sub-category | General Geosciences, Information Geosciences & Simulations (GI) | |||
| Session ID | M-GI29 | |||
| Session Title | Data-driven geosciences | |||
| Short Title | Data-driven geosciences | |||
| Date & Time | Oral Session |
AM1 Mon, 26 MAY | ||
| On-site Poster Coretime |
PM3 Mon. 26 MAY | |||
| Main Convener | Name | Kenta Ueki | ||
| Affiliation | Japan Agency for Marine-Earth Science and Technology | |||
| Co-Convener 1 | Name | Shin-ichi Ito | ||
| Affiliation | The University of Tokyo | |||
| Co-Convener 2 | Name | Keita Itano | ||
| Affiliation | Akita University | |||
| Co-Convener 3 | Name | Masaoki Uno | ||
| Affiliation | Graduate School of Environmental Studies, Tohoku University | |||
| Session Language | J | |||
| Scope (Session Description) |
Extracting fundamental physicochemical processes and structures hidden in observational and analytical data is essential to understanding and predicting the dynamic behavior of the earth and planetary systems. Many powerful data-driven methodologies to extract fundamental information from high-dimensional data sets have recently been developed in mathematical and information sciences and applied to various earth sciences, including solid earth, space and planet, biogeosciences, and atmospheric and hydrospheric sciences. This session aims to provide an opportunity for the presentation of results of data-driven analyses and new data analysis methods, including those in the early stages of development, and for the exchange of information and opinions, as well as for interdisciplinary research exchanges within and outside the earth sciences. Discussions in this session among researchers from a variety of fields who are interested in extracting processes and structures from earth science data and in mathematical analysis of such data will promote the application of data analysis methods to earth science data from new perspectives and further accelerate the application of mathematical and information sciences to earth science. |
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| Session Format | Orals and Posters session | |||
| Co-sponsorship | Partner Union(s) | - | ||
| JpGU Society Member(s) | - | |||
| International Collaborative Society | - | |||
| Organizations Other Than JpGU Society Members | - | |||