The 15th Symposium on Polar Science (3 – 5 December 2024)
Interdisciplinary Session
[ID] Polar Data Science
Scope
This session invites presentations on data-related activities associated with polar science. It aims to cover a wide range of topics, including current status and future prospects of open data and open science under FAIR principle, challenges currently faced, and the functionalities required in databases and data systems. We are particularly interested in recent research that applies “data science” to polar regions. This encompasses a wide variety of techniques and approaches, such as data-centric science, big data analysis, machine learning, data mining, cloud computing, data assimilation, among others. This session seeks to advance future endeavors, such as interdisciplinary projects and new research collaborations that utilize multidisciplinary datasets. Additionally, it aims to highlight how polar data science can contribute to global data initiatives, offering unique perspectives from the poles.
Conveners : Masaki Kanao, Yoshimasa Tanaka, Kunio Takahashi, Jun‘ichi Okuno, Masayoshi Kozai, Naohiko Hirasawa, and Akira Kadokura (NIPR/ROIS-DS)
Oral presentations (10:00 – 12:00, 13:10 – 15:40)
Room: Seminar room (C301)
Date: Fri. 5 December
| Chair: Masaki Kanao and Akira Kadokura (NIPR/ROIS-DS) | |||
|---|---|---|---|
| IDo1 | 10:00 - 10:20 | Cross-Domain Data Governance | David Castle (Univ. of Victoria; World Data System) |
| IDo2 | 10:20 - 10:40 | Arctic Data Committee’s international data stewardship and coordination | *Chantelle Verhey (World Data System – International Tech. Office), Vanessa Raymond (Univ. of Alaska Fairbanks) (Online Presentation) |
| IDo3 | 10:40 - 11:00 | The Antarctic Meteorological Research and Data Center Data Repository | *David Mikolajczyk (Univ. of Wisconsin-Madison), Matthew Lazzara (Univ. of Wisconsin-Madison, Madison Area Technical Coll.), Matthew Noojin (Madison Area Technical Coll.), Lee Welhouse (Univ. of Wisconsin-Madison), Karissa Shannon (Univ. of Wisconsin-Madison), Sophie Orendorf (Univ. of Wisconsin-Madison), Taylor Norton (Univ. of Wisconsin-Madison), Caleb Cullum (Univ. of Wisconsin-Madison), Kathryn Marek (Univ. of Wisconsin-Madison), Jerrold Robiadek (Univ. of Wisconsin-Madison) (Online Presentation) |
| IDo4 | 11:00 - 11:20 | International collaboration activities for open sciences and data sciences by the Polar Environment Data Science Center | *Masaki Kanao (NIPR/ROIS-DS) |
| IDo5 | 11:20 - 11:40 | From Local Publishing to Global Impact: Amplifying Polar Biodiversity Data through Data Standards and International Networks | *Yi-Ming Gan (Royal Belgian Inst. of Natural Sciences), Charlie Plasman (Royal Belgian Inst. of Natural Sciences), Pablo Deschepper (Royal Belgian Inst. of Natural Sciences), Anton Van de Putte (Royal Belgian Inst. of Natural Sciences) (Online Presentation) |
| IDo6 | 11:40 - 12:00 | Enhancing India’s Polar Data Stewardship through OSF–NPDC Integration | *V Sakthivel Samy (National Centre for Polar and Ocean Research), Veena Thenkanidiyoor (National Inst. of Tech. Goa) (Online Presentation) |
| Lunch Break | |||
| Chair: Jun’ichi Okuno and Masayoshi Kozai (NIPR/ROIS-DS) | |||
| IDo7 | 13:10 - 13:30 | NIPR’s Short-term Sea Ice Forecast Service for the Whole Arctic Ocean Based on Ice-Ocean Coupled Simulations | *Yoshihiro Niwa (NIPR), Motomu Oyama (Kogakuin Univ.), Takeshi Sugimura (NIPR), Hironori Yabuki (NIPR) |
| IDo8 | 13:30 - 13:50 | 15 Years of the GLISN Seismic Network in Greenland: Data Analyses and Insights | *Genti Toyokuni (Tohoku Univ.), Dapeng Zhao (Tohoku Univ.), Masaki Kanao (NIPR/ROIS-DS), Seiji Tsuboi (JAMSTEC), Hiroshi Takenaka (Okayama Univ.) |
| IDo9 | 13:50 - 14:10 | Inversion of antipodal PKPab waves using the adjoint method and implications for upwelling mantle plumes in polar regions | *Seiji Tsuboi (JAMSTEC), Rhett Butler (Univ. of Hawaii at Manoa) |
| IDo10 | 14:10 - 14:30 | Toward Future Icy-Moon Icequake Observations: Syowa-Area Icequake Analysis and a Reproducible Catalog-Building Workflow for Penetrator-Mounted Single-Axis Seismometers | *Yasuhiro Nishikawa (Osaka Kyoiku Univ.; Kochi Univ. of Tech.), Satoshi Tanaka (JAXA), Kazuto Saiki (Ritsumeikan Univ.), Kodai Yamamoto (Kochi Univ. of Tech.), Takamasa Hiratsuka (Kochi Univ. of Tech.), Taichi Kawamura (Universite Paris Cite), Keisuke Onodera (Okayama Univ.), Masahiro Minowa (Hokkaido Univ.), Ken Kondo (Nagoya Univ.), Naoyuki Kurita (Nagoya Univ.) |
| 14:30 - 14:40 | (break) | ||
| IDo11 | 14:40- 15:00 | Dataset of cosmogenic nuclide Be-7 in Iceland and Bangkok and analysis of latitude effect | *Hirohisa Sakurai (Yamagata Univ.), Fuyuki Tokanai (Yamagata Univ.) Mirei Takeyama (Yamagata Univ.), Toru Moriya (Yamagata Univ.), Emiko Inui (Yamagata Univ.), Akira Kadokura (ROIS-DS), Masayoshi Kozai (ROIS-DS), Bjornsson Gunnlaugur (Iceland Univ.), Fusa Miyake (ISEE), Warit Mitthumsiri (Mahidol Univ.), David Ruffolo (Mahidol Univ.) (Online Presentation) |
| IDo12 | 15:00 - 15:20 | Exploring Large Language Models for Use in the Geosciences | *Jens Klump (Mineral Resources, CSIRO), John Hille (Mineral Resources, CSIRO), Magda Guglielmo (Information Management & Tech., CSIRO), Brint Gardner (Information Management & Tech., CSIRO) |
| IDo13 | 15:20 - 15:40 | Development of a Cross-Disciplinary and Integrated Data Analysis Support System for Polar Research Using Large Language Models | *Qi Zhang (ROIS-DS), Masayoshi Kozai (ROIS-DS), Yoshimasa Tanaka (NIPR/ROIS-DS), Masaki Kanao (NIPR/ROIS-DS), Akira Kadokura (ROIS-DS) |
Poster presentations (Core time: 16:00 – 17:00)
Room: Atrium (1st floor)
Date: Fri. 5 December
| IDp1 | Overview of Antarctic Meteorology and Climate Data: Meteorology, Glaciology, and Satellite Observations | *Naohiko Hirasawa (NIPR/ROIS-DS), Keiichiro Hara (Fukuoka Univ.), Fumio Nakazawa (NIPR), Masaki Okada (NIPR) |
|---|---|---|
| IDp2 | Study on Automatic Estimation of Cloud Spatial Distribution Using All-Sky Images | *Satoshi Ishii (Rikkyo Univ.), Yoshihiro Tomikawa (NIPR/ROIS-DS), Yoshimasa Tanaka (NIPR/ROIS-DS) |
| IDp3 | Study on material exchange between atmosphere and cryosphere in polar regions | *Keiichiro Hara (Fukuoka Univ.), Naohiko Hirasawa (NIPR/ROIS-DS), Hiroshi Kobayashi (Yamanashi Univ.), Masanori Yabuki (Kyoto Univ.), Seiji Koga (AIST), Yayoi Inomata (Kanazawa Univ.), Kiyoshi Matsumoto (Osaka Metropolitan Univ.), Norimichi Takenaka (Hokkaido Univ.), Hisahiro Takashima (Fukuoka Univ.), Sumito Matoba (Hokkaido Univ.), Yoshinori Iizuka (Hokkaido Univ.), Sakiko Ishino (Kanazawa Univ.), Kengo Sudo (Nagoya Univ.), Saori Nishino (Hokkaido Univ.) |
| IDp4 | Anomaly detection in Polarized Micro-Pulse Lider observation data using f-AnoGAN | *Kei Nakamitsu (Meiji Univ.), Kazue Suzuki (Meiji Univ.), Masanori Yabuki (Kyoto Univ.), Kazuyuki Nakamura (Meiji Univ.) |
| IDp5 | Last Interglacial ice volume changes inferred through statistical analysis of global sea level variations with GIA corrections | *Jun’ichi Okuno (NIPR/ROIS-DS) |
| IDp6 | Multidisciplinary Research Database AMIDER for Polar Science | *Masayoshi Kozai (ROIS-DS), Yoshimasa Tanaka (NIPR/ROIS-DS), Shuji Abe (Kyushu Univ.), Yasuyuki Minamiyama (The Univ. of Tokyo), Atsuki Shinbori (Nagoya Univ.), Qi Zhang (ROIS-DS), Akira Kadokura (ROIS-DS) |
| IDp7 | The Role of GEO-Code in Historical data governance and AI application | *Chandra Shekhar Roy (Bangladesh Bureau of Statistics), Md Biplob Khan (Business Automation Ltd), Md Maruf Hossen (Synesis IT Ltd), Nayan Sarkar (Nano Information Tech.) |