Multidisciplinary and Interdisciplinary (M) | ||
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Session Sub-category | Applied Geosciences(AG) | |
Session ID | M-AG39 | |
Title | Marine-Earth Informatics | |
Short Title | Marine-Earth Informatics | |
Main Convener | Name | Seiji Tsuboi |
Affiliation | JAMSTEC, Center for Earth Information Science and Technology | |
Co-Convener 1 | Name | Keiko Takahashi |
Affiliation | Japan Agency for Marine and Earth Science and Technology | |
Co-Convener 2 | Name | Masaki Kanao |
Affiliation | National Institute of Polar Research | |
Co-Convener 3 | Name | Daisuke Matsuoka |
Affiliation | Japan Agency for Marine-Earth Science and Technology | |
Session Language | J | |
Scope | In advancing the research of marine Earth science, observation and computer simulation is an essential element. In recent years, the performance of the observation apparatus is dramatically improved, along with the means of observation is diversified. It is becoming possible to observe in a resolution, which was not imaginable so far. Such data to be generated from the observation is tremendously large in quantity and its quality is drastically improved. To handle these huge and high quality dataset for data analysis, we need to have a high speed and large memory computer system but such a system now becomes within reach in our hands by the recent dramatic improvement of high performance computer system. On the other hand, researchers who can use this kind of large-scale computer in their studies are still quite limited. In this session, we try to review the situation of observation data that has undergone a dramatic change regarded with both quality and quantity in recent years of marine Earth science research. We also try to review the situation from a professional standpoint of simulation about the status of the high performance computer system to analyze these big data. Also we focus on the state of the art data analysis technique and aim to share the outlook from the professional standpoint of computational science and professional position of observation science about the future direction of the marine Earth informatics research. | |
Presentation Format | Oral and Poster presentation | |
Invited Authors | Haruka Nishikawa (Japan Agency for Marine-Earth Science and Technology) |
Time | Presentation No | Title | Presenter | Abstract |
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Oral Presentation May 30 PM1 | ||||
13:45 - 14:00 | MAG39-01 | Future direction of Marine Earth Informatics | Keiko Takahashi | |
14:00 - 14:15 | MAG39-02 | Extraction method of weather informations from camera image using Deep Neural Network | DAISUKE SUGIYAMA | |
14:15 - 14:30 | MAG39-03 | Automatic detection of weather front around Japan using deep convolutional neural network | Daisuke Matsuoka | |
14:30 - 14:45 | MAG39-04 | Detection of multiple earthquakes by using theoretical seismograms as training dataset of machine learning | Seiji Tsuboi | |
14:45 - 15:00 | MAG39-05 | Classification with imbalanced cloud data using deep convolutional neural network | Daisuke Matsuoka | |
15:00 - 15:15 | MAG39-06 | discussion | Seiji Tsuboi | |
Oral Presentation May 30 PM2 | ||||
15:30 - 15:50 | MAG39-07 | Farmed fish management: integration of observation and simulation | Haruka Nishikawa | |
15:50 - 16:05 | MAG39-08 | Q-factor estimation for Greenland ice sheet using 3-D seismic waveform modeling | Genti Toyokuni | |
16:05 - 16:20 | MAG39-09 | CLCL: CAVELib Compatible Library for Head-mounted Displays | Shintaro Kawahara | |
16:20 - 16:35 | MAG39-10 | Super-Resolution Simulation for Real-Time Prediction of Urban Micrometeorology | Ryo Onishi | |
16:35 - 16:50 | MAG39-11 | Proposal of adaptation measures for the anthropogenic heat release to improve the summer heat environment in a district | Toru Sugiyama | |
Presentation No | Title | Presenter | Abstract |
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Poster Presentation May 30 AM2 | |||
MAG39-P01 | A bottleneck against industrial distribution of atmosphere-ocean product from the Earth Simulator | Shinya Kakuta | |
MAG39-P02 | GANSEKI: Long-Term Strategy of JAMSTEC Deep Seafloor Rock Sample Curation | Takayuki Tomiyama | |
MAG39-P03 | Running global seismic waveform simulation on Windows10 | Seiji Tsuboi | |
MAG39-P04 | Synthetic seismograms of explosive sources calculated by the Earth Simulator | Seiji Tsuboi |