Multidisciplinary and Interdisciplinary (M)
Session Sub-categoryApplied Geosciences(AG)
Session IDM-AG39
TitleMarine-Earth Informatics
Short TitleMarine-Earth Informatics
Main Convener NameSeiji Tsuboi
AffiliationJAMSTEC, Center for Earth Information Science and Technology
Co-Convener 1NameKeiko Takahashi
AffiliationJapan Agency for Marine and Earth Science and Technology
Co-Convener 2NameMasaki Kanao
AffiliationNational Institute of Polar Research
Co-Convener 3NameDaisuke Matsuoka
AffiliationJapan Agency for Marine-Earth Science and Technology
Session LanguageJ
ScopeIn 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 FormatOral and Poster presentation
Invited AuthorsHaruka Nishikawa (Japan Agency for Marine-Earth Science and Technology)
TimePresentation NoTitlePresenterAbstract
Oral Presentation May 30 PM1
13:45 - 14:00MAG39-01Future direction of Marine Earth InformaticsKeiko Takahashi
14:00 - 14:15MAG39-02Extraction method of weather informations from camera image using Deep Neural NetworkDAISUKE SUGIYAMA
14:15 - 14:30MAG39-03Automatic detection of weather front around Japan using deep convolutional neural networkDaisuke Matsuoka
14:30 - 14:45MAG39-04Detection of multiple earthquakes by using theoretical seismograms as training dataset of machine learningSeiji Tsuboi
14:45 - 15:00MAG39-05Classification with imbalanced cloud data using deep convolutional neural networkDaisuke Matsuoka
15:00 - 15:15MAG39-06discussionSeiji Tsuboi
Oral Presentation May 30 PM2
15:30 - 15:50MAG39-07Farmed fish management: integration of observation and simulationHaruka Nishikawa
15:50 - 16:05MAG39-08Q-factor estimation for Greenland ice sheet using 3-D seismic waveform modelingGenti Toyokuni
16:05 - 16:20MAG39-09CLCL: CAVELib Compatible Library for Head-mounted DisplaysShintaro Kawahara
16:20 - 16:35MAG39-10Super-Resolution Simulation for Real-Time Prediction of Urban MicrometeorologyRyo Onishi
16:35 - 16:50MAG39-11Proposal of adaptation measures for the anthropogenic heat release to improve the summer heat environment in a districtToru Sugiyama
Presentation NoTitlePresenterAbstract
Poster Presentation May 30 AM2
MAG39-P01A bottleneck against industrial distribution of atmosphere-ocean product from the Earth SimulatorShinya Kakuta
MAG39-P02GANSEKI: Long-Term Strategy of JAMSTEC Deep Seafloor Rock Sample CurationTakayuki Tomiyama
MAG39-P03Running global seismic waveform simulation on Windows10Seiji Tsuboi
MAG39-P04Synthetic seismograms of explosive sources calculated by the Earth SimulatorSeiji Tsuboi