Multidisciplinary and Interdisciplinary (M)
Session Sub-category General Geosciences, Information Geosciences & Simulations(GI)
Session ID M-GI38
Title Earth and planetary informatics and data utilization
Short Title Earth and planetary informatics
Main Convener Name Susumu Nonogaki
Affiliation Geological Survey of Japan, National Institute of Advanced Industrial Science and Technology
Co-Convener 1 Name Keiichiro Fukazawa
Affiliation Research Institute for Humanity and Nature
Co-Convener 2 Name Ken T. Murata
Affiliation National Institute of Information and Communications Technology
Co-Convener 3 Name Yukari Kido
Affiliation Japan Agency for Marine-Earth Science and Technology
Session Language 
E
Scope 
In Earth and planetary sciences, the data generated through observations and numerical simulations are becoming increasingly diverse, large-scale, and complex, driven by advances in sensing technologies and computational capabilities. This session aims to explore a wide range of technologies and methodologies related to data acquisition, transmission, analysis, storage, publication, and sharing in the fields of Earth and planetary informatics. We also focus on the growing importance of open science and open data initiatives, which enhance data accessibility, reproducibility, and interdisciplinary collaboration. By bringing together researchers from various domains, we seek to foster discussions on integrated approaches to data-driven science and the development of innovative tools and frameworks. Contributions are welcome from all perspectives, including observational case studies, computational techniques, and informatics-based proposals that advance geoscientific research.
Presentation Format Oral and Poster presentation
Time Presentation No Title Presenter
Oral Presentation May 29 AM1
9:00 - 9:15 MGI38-01 Resilient Natural Environment Measurement Project (6): Introduction of “Resilient Natural Environment Monitoring System” Ken T. Murata
9:15 - 9:30 MGI38-02 Development of a Snowfall Detection and Snowfall-Amount Estimation Method Using Camera Imagery Kazutaka Kikuta
9:30 - 9:45 MGI38-03 DARWIN External Access - Data Pipeline for Seabed2030 Yukari Kido
9:45 - 10:00 MGI38-04 Acquisition, Processing, Archiving, and Public Release of China’s Lunar and Planetary Exploration Data Zhoubin Zhang
10:00 - 10:15 MGI38-05 Modelling Fire-Prone Urban Areas Using Material-Sensitive Indicators and Multi-Scenario Random Forest with Very High-Resolution Satellite Imagery Faris Ade Irawan
Oral Presentation May 29 AM2
10:45 - 11:00 MGI38-06 Formation History of a Medieval Gold Mining Site in Japan Tamano Omata
11:00 - 11:15 MGI38-07 3D Modeling of Terrestrial Temperature Distribution throughout China by Deep Neural Network considering Multiple Crustal Properties and Physical Laws Wei Runqian
11:15 - 11:30 MGI38-08 Development and Application of a New Vegetation Index through a Plant Cultivation Experiment for Prospectivity Mapping of Geothermal Resources by Hyperspectral Imagery Analysis Kakeru Miyazaki
11:30 - 11:45 MGI38-09 Performance Evaluation of Machine Learning algorithms for land use land cover classification and prediction of Chattogram District, Bangladesh Mst Sanjida Alam
Presentation No Title Presenter
Poster Presentation May 29 PM3
MGI38-P01 IUGONET: the development of metadata database and analysis infrastructure for ground-based observational data Shuji Abe
MGI38-P02 Toward large language model-based search system for the Global Environmental Database at National Institute for Environmental Studies Yousuke Yamashita
MGI38-P03 The development of a data open and collection system for utilization in research at the Research Institute for Humanity and Nature Keiichiro Fukazawa
MGI38-P04 Data Publication on DARWIN and Data Governance in JAMSTEC Takamitsu Sugihara
MGI38-P05 Expansion of three-dimensional urban geological mapping coverage toward a seamless subsurface model of the Tokyo metropolitan area Susumu Nonogaki
MGI38-P06 Development of iPadOS/iOS application “AirPhotoView” for stereoscopic view of aerial photographs Shinsuke Okada
MGI38-P07 Near-Real-Time Visualization of Himawari-8/9 Satellite Data Using Tiled Display Walls with Optimized Video Processing Koichi Toyoshima
MGI38-P08 Examination of Integration between 3D Tiles and Geospatial Databases Yoshihide KAGATANI
MGI38-P09 Point Cloud PNG file format for large-scale data publishing and its application to line data. Yoshiharu Nishioka
MGI38-P10 High-Resolution Land Cover Mapping in Japan Using PlanetScope CubeSat Constellation Data ZIXIONG YE
MGI38-P11 Fracture patterns induced by hydration and dehydration of Ultrabasic Rocks: numerical models and topological analyses kenjiro okazaki