JpGU Meeting 2025
Session Outline| Multidisciplinary and Interdisciplinary (M) | ||||
|---|---|---|---|---|
| Session Sub-category | General Geosciences, Information Geosciences & Simulations (GI) | |||
| Session ID | M-GI27 | |||
| Session Title | Data-driven approaches for weather and hydrological predictions | |||
| Short Title | Data driven study in weather prediction | |||
| Date & Time | Oral Session |
AM1-AM2 Thu, 29 MAY | ||
| On-site Poster Coretime |
PM3 Thu. 29 MAY | |||
| Main Convener | Name | Shunji Kotsuki | ||
| Affiliation | Center for Environmental Remote Sensing, Chiba University | |||
| Co-Convener 1 | Name | Daisuke Hotta | ||
| Affiliation | Meteorological Research Institute | |||
| Co-Convener 2 | Name | Yuki Yasuda | ||
| Affiliation | Tokyo Institute of Technology | |||
| Co-Convener 3 | Name | Thomas Sekiyama | ||
| Affiliation | Meteorological Research Institute | |||
| Session Language | E | |||
| Scope (Session Description) |
In the digital era, data-driven techniques are transforming our understanding and prediction capabilities of complex earth systems. This session aims to explore the cutting-edge methodological and applicational studies for weather, climate and hydrological predictions.
Key themes includes: (1) methodological studies to deepen data-driven approaches for geoscience problems, (2) machine/deep learning studies applied for extreme weather-related disasters, (3) climate predictive analysis to discern climate variability, trends, and anomalies, (4) integrating remote sensing and ground data to refine prediction models.
This session aims to foster a rich dialogue among experts, highlighting both the advancements and challenges in data-driven environmental modeling. Participants will gain insights into current best practices and envision the future trajectory of this rapidly evolving domain. |
|||
| Session Format | Orals and Posters session | |||
| Co-sponsorship | Partner Union(s) | - | ||
| JpGU Society Member(s) | Meteorological Society of Japan, Japan Society of Hydrology & Water Resources | |||
| International Collaborative Society | - | |||
| Organizations Other Than JpGU Society Members | - | |||