Research Institute for Value-Added-Information Generation (VAiG) Center for Earth Information Science and Technology (CEIST) Data Science Research Group Group Leader
Other
General Project Team for K-program Development of Smart Sensing System Project Team Acoustic Data Analysis Unit Research Unit Leader
Graduate School of Science and Engineering, Kagoshima University Graduate School of Marine Science and Technology, Tokyo University of Marine Science and Technology Typhoon Science and Technology Research Center, Yokohama National University
Society
Japan Geoscience Union, The Oceanographic Society of Japan, The Meteorological Society of Japan, The Visualization Society of Japan
T Yutani, O Yono, T. Kuwatani(責任著者), D Matsuoka, J Kaneko, M Hidaka, T Kasaya, Y Kido, Y Ishikawa, T Ueki, E Kikawa. Super-Resolution and Feature Extraction for Ocean Bathymetric Maps Using Sparse Coding. SENSORS, 2022, 22, 9, p. 1-13, doi: 10.3390/s22093198
Sugiyama Daisuke, Hidaka Mitsuko, Matsuoka Daisuke, Murakami Koshiro, Kako Shin'ichiro. The BeachLitter dataset for image segmentation of beach litter. Data in Brief, 2022, 42, doi: 10.1016/j.dib.2022.108072
Daisuke Matsuoka. Can machine learning models trained using atmospheric simulation data be applied to observation data?. Experimental Results, 2022, 3, doi: 10.1017/exp.2022.3
Mitsuko Hidaka, Daisuke Matsuoka, Daisuke Sugiyama, Koshiro Murakami, Shin’ichiro Kako. Pixel-level image classification for detecting beach litter using a deep learning approach. MARINE POLLUTION BULLETIN, 2022, 175, doi: 10.1016/j.marpolbul.2022.113371
Yuichi Hirokawa, Daisuke Matsuoka, Noriaki Nishikawa, Toshiyuki Asano. A Development of Fluidics Shape Design Using the Genetic Programming. The 27th International Symposium on Artificial Life and Robotics, 2022
Daisuke Matsuoka. Classification of imbalanced cloud image data using deep neural networks: Performance improvement through a data science competition. Progress in Earth and Planetary Science, 2021, 8, doi: 10.1186/s40645-021-00459-y
Yuichi Hirokawa, Daisuke Matsuoka, Noriaki Nishikawa, Toshiyuki Asano. An evaluation of fluidics for tsunamis in pedestrian's flood evacuations. Artificial Life and Robotics, 2021, 27, 1, p. 107-114, doi: 10.1007/s10015-021-00717-8
Yuichi Hirokawa, Daisuke Matsuoka, Noriaki Nishikawa, Toshiyuki Asano. An evaluation of fluidics for Tsunami in pedestrian's flood evacuation. AROB 26th 2021, 2021, p. 313-318
Daisuke Matsuoka, Shingo Watanabe, Kaoru Sato, Sho Kawazoe, Wei Yu, Steve Easterbrook. Application of Deep Learning to Estimate Atmospheric Gravity Wave Parameters in Reanalysis Data Sets. GEOPHYSICAL RESEARCH LETTERS, 2020, 47, 19, doi: 10.1029/2020GL089436
Morihiro HARADA, Yasuyuki MARUYA, Toshiharu KOJIMA, Daisuke MATSUOKA, Yujin NAKAGAWA, Shintaro KAWAHARA and Fumiaki ARAKI. FLOOD FREQUENCY ANALYSIS AND IMPACT ASSESSMENT FOR CLIMATE CHANGE IN THE NAGARA RIVER BASIN. Journal of JSCE, 2020, 8, 1, p. 79-86, doi: 10.2208/journalofjsce.8.1_79
Yujin Nakagawa, Yosuke Onoue, Shintaro Kawahara, Fumiaki Araki, Koji Koyamada, Daisuke Matsuoka, Yoichi Ishikawa, Mikiko Fujita, Shiori Sugimoto, Yasuko Okada, Sho Kawazoe, Shingo Watanabe, Masayoshi Ishii, Ryo Mizuta, Akihiko Murata, Hioroaki Kawase. Development of a system for efficient content-based retrieval to analyze large volumes of climate data. Progress in Earth and Planetary Science, 2020, 7, p. 1-10, doi: 10.1186/s40645-019-0315-9
Yano Midori, Itoh Takayuki, Tanaka Yuusuke, Matsuoka Daisuke, Araki Fumiaki. A comparative visualization tool for ocean data analysis based on mode water regions. JOURNAL OF VISUALIZATION, 2020, 23, p. 313-329, doi: 10.1007/s12650-020-00629-y
Daisuke Matsuoka, Shiori Sugimoto, Yujin Nakagawa, Shintaro Kawahara, Fumiaki Araki, Yosuke Onoue, Masaaki Iiyama, Koji Koyamada. Automatic Detection of Stationary Front around Japan using a Deep Convolutional Neural Network. SOLA: Scientific Online Letters on the Atmosphere, 2019, 15, p. 154-159, doi: 10.2151/sola.2019-028
Daisuke Matsuoka, Fumiaki Araki, Hideharu Sasaki. Event detection and visualization of ocean eddies simulated by ocean general circulation model. International Journal of Modeling, Simulation, and Scientific Computing, 2019, 10, 3, doi: 10.1142/S1793962319500181
Daisuke Matsuoka, Masuo Nakano, Daisuke Sugiyama and Seiichi Uchida. Deep learning approach for detecting tropical cyclones and their precursors in the simulation by a cloud-resolving global nonhydrostatic atmospheric model. Progress in Earth and Planetary Science, 2018, 5, doi: 10.1186/s40645-018-0245-y
Daisuke Matsuoka, Masuo Nakano, Daisuke Sugiyama, Seiichi Uchida. Detecting the Precursor of Tropical Cyclone using Deep Neural Networks. Proceedings of the 7th International Workshop on Climate Informatics : CI2017, 2017, 132, p. 73-76, doi: 10.5065/D6222SH7
Daisuke Matsuoka, Kazuyoshi Oouchi. 3-Dimensional Classification and Visualization of Clouds Simulated by Cloud-Resolving Atmospheric General Circulation Model. Communications in Computer and Information Science, 2016, 645, p. 57-67, doi: 10.1007/978-981-10-2669-0_7
Hideo Miyachi, Koji Koyama, Daisuke Matsuoka and Isamu Kuroki. Fusion Visualization System as an Open Science Foundation. 19th International Conference on Network-Based Information Systems, 2016
Daisuke Matsuoka, Fumiaki Araki, Yumi Inoue and Hideharu Sasaki. A New Approach to Ocean Eddy Detection, Tracking, and Event Visualization -Application to the Northwest Pacific Ocean-. Procedia Computer Science, 2016, 80, p. 1601-1611, doi: 10.1016/j.procs.2016.05.491
Daisuke Matsuoka, Fumiaki Araki, Yumi Yamashita. Multiple Scatter Plots based Multi-Dimensional Transfer Function and its Application to Ocean Data Visualization. Journal of Advanced Simulation in Science and Engineering, 2015, 2, 2, p. 292-308, doi: http://doi.org/10.15748/jasse.2.292
Toshitaka Baba, Kazuto Ando, Daisuke Matsuoka, Mamoru Hyodo, Takane Hori, Narumi Takahashi, Ryoko Obayashi, Yoshiyuki Imato, Dai Kitamura, Hitoshi Uehara, Toshihiro Kato, Ryotaro Saka. Large-scale, High-speed Tsunami Prediction for the Great Nankai Trough Earthquake on the K Computer. International Journal of High Performance Computing Applications, 2015, p. 1-14, doi: DOI: 10.1177/1094342015584090
T. Baba, K. Ando, D. Matsuoka, M. Hyodo, T. Hori, N. Takahashi, R. Obayashi, Y. Imato, D. Kitamura, H. Uehara, T. Kato and R. Saka. Large-scale, High-speed Tsunami Prediction for the Great Nankai Trough Earthquake on the K Computer. International Journal of High Performance Computing Applications, 2015, 30, 1, p. 71-84
TOSHITAKA BABA, NARUMI TAKAHASHI, YOSHIYUKI KANEDA, KAZUTO ANDO, DAISUKE MATSUOKA, TOSHIHIRO KATO. Parallel Implementation of Dispersive Tsunami Wave Modeling with a Nesting Algorithm for the 2011 Tohoku Tsunami. Pure and Applied Geophysics, 2015, doi: DOI 10.1007/s00024-015-1049-2
T. Baba, N. Takahashi, Y. Kaneda, K. Ando, D. Matsuoka and T. Kato. Parallel Implementation of Dispersive Tsunami Wave Modeling with a Nesting Algorithm for the 2011 Tohoku Tsunami. Pure Appl. Geophys., 2015, 172, 12, p. 3455-3472, doi: doi:10.1007/s00024-015-1049-2
Visualization of Discriminated Vortices and Streams in the Ocean Flow Field. The 16th International Symposium on Flow Visualization (ISFV16), 2014
Application of Multi-dimensional Transfer Function to Visualization of Geophysical Fluid Simulation: Case Studies. International Conference on Simulation Technology (JSST2013), 2013
Nobuaki Ohno, Hiroaki Ohtani, Daisuke Matsuoka, Ritoku Horiuchi. Visualization of Particle Trajectories in Time-Varying Electromagnetic Fields by CAVE-type Virtual Reality System. Plasma and Fusion Research, 2012, 7, p. 1401001-1-1401001-6
Nobuaki Ohno, Hiroaki Ohtani, Daisuke Matsuoka, Ritoku Horiuchi. Visualization of Particle Trajectories in Time-Varying Electromagnetic Fields by CAVE-type Virtual Reality System. Plasma and Fusion Research, 2012, 7, p. 1401001-1-1401001-6
Matsuoka Daisuke, Murata Ken T., Yamamoto Kazunori, Fujita Shigeru, Tanaka Takashi. Global Magnetohydrodynamic Simulation and Visualization of Magnetic Flux Rope in the Earth's Matnetotail. IEEE Transactions on Plasma Science, 2011, 39, 11, p. 2716-2717, doi: 10.1109/TPS.2011.21.2162080
松岡 大祐,荒木文明(海洋研究開発機構地球シミュレータセンター). 大規模シミュレーションデータ可視化における研究の動向. JAMSTEC Report of Research and Development, 2011, 13, p. 35-63
Saita Satoko, Akio Kadokura, Sato Natsuo, Fujita Shigeru, Takashi Tanaka, Ebihara Yusuke, Murata Ken T., Matsuoka Daisuke, Ueno Genta, Kitamoto Asanobu, Higuchi Tomoyuki. Reconfiguration of the magnetosphere for southward IMF and displacement of conjugate points in a global MHD simulation. Journal of Geophysical Research, 2011, 116, A06213, doi: 10.1029/2010JA016155
Yamamoto Kazunori, Kimura Eizen, Murata Ken T., Tatebe Osamu, Matsukoka Daisuke, Hideo Miyachi. Distributed Parallel Processing System based on Grid Datafarm Architecure. Journal of the National Institute of Informations and Communications Technology, Special Issue on Space Weather Forecast, 2011, 56, 1-4, p. 493-505
松岡 大祐,村田 健史 , 藤田 茂 , 田中 高史 , 山本 和憲 , 大野 暢亮. 3D Visualization and Visual Data Mining. Journal of the National Institute of Information and Communications Technology, Special Issue on Space Weather , 2010, Nos.1-4, p. 507-517
Non-peer reviewed publications (Belonging to JAMSTEC)
松岡大祐. AI技術を用いた異常気象の予兆検知―AIコンペティションを通じた台風の検出精度向上―. 土木学会誌, 2021, 106, 2, p. 34-35
Studies of Large-Scale Data Visualization and Visual Data Mining. Annual Report of the Earth Simulator Center, 2014, April 2013 - March 2014, p. 169-173
安藤和人、馬場俊孝、松岡大祐、加藤季広. 「京」コンピュータによる大規模津波シミュレーション. 情報処理 一般社団法人 情報処理学会, 2014, 55, 8, p. 817-822
大内和良、松岡大祐. 温暖化予測に重要な全球の雲を再現する. BLUE EARTH, 2013, 127, p. 8-9
Daisuke Matsuoka, Fumiaki Araki and Yumi Yamashita. Multiple Scatter Plots based Multi-Dimensional Transfer Function for Visualizing Ocean Simulation Data. Communications in Computer and Information Science, 2014, 474, p. 187-200, doi: 10.1007/978-3-662-45289-9_17
Invited oral presentation(Belonging to JAMSTEC)
Daisuke Matsuoka. Deep learning for detecting tropical cyclones and stationary fronts. Noble seminar, 2019
Daisuke Matsuoka, Masuo Nakano, Daisuke Sugiyama and Seiichi Uchida. Deep Learning Approach for Detecting Precursors of Tropical Cyclone Simulated by a Global Nonhydrostatic Atmospheric Model. Japan Geoscience Union Meeting 2018, 2018
Daisuke Matsuoka, Shiori Sugimoto, Yujin Nakagawa, Fumiaki Araki, Shintaro Kawahara,Yosuke Onoue, Masaaki Iiyama, Koji Koyamada. Automatic detection of weather front around Japan using deep convolutional neural network. 日本地球惑星科学連合2019年大会, 2019
Daisuke Matsuoka, Masuo Nakano, Daisuke Sugiyama, Seiichi Uchida. Classification with imbalanced cloud data using deep convolutional neural network. 日本地球惑星科学連合2019年大会, 2019
Midori Yano, Takayuki Itoh, Yusuke Tanaka, Daisuke Matsuoka and Fumiaki Araki. A comparative 3D visualization tool for observation of mode water. The 11th IEEE Pacific Visualization Symposium (PacificVis 2018), 2018
Daisuke Matsuoka and Kazuyoshi Oouchi. Classification and Visualization of 3D Cloud simulated by Cloud-Resolving Atmospheric General Circulation Model. 2016 International Simulation Multi-Conference (AsiaSim/SCS AutumnSim 2016), 2016
Daisuke Matsuoka, Fumiaki Araki, Yumi Inoue and Hideharu Sasaki. A New Approach to Ocean Eddy Detection, Tracking and Event Visualization -Application to the Northwest Pacific Ocean-. International Conference on Computational Science 2016 (ICCS2016), 2016
Daisuke Matsuoka, Fumiaki Araki, Yumi Inoue and Hideharu Sasaki. Event Detection and Visualization of Ocean Eddies based on SSH and Velocity Field. European Geosciences Union General Assembly, 2016
複数パラメータを用いたストリーム分割手法の提案. 第28回数値流体力学シンポジウム, 2014
3D Visualization of Characteristic Flows in the Ocean. Workshop on Perspectives in Computational Climate Science and 7th OFES International Workshop, 2014
Visualization of Discriminated Vortices and Streams in the Ocean Flow Field. The 16th International Symposium on Flow Visualization (ISFV16), 2014
Visualization of Ocean Vortices and Streams Separated with Boundaries. 6th OFES International Workshop and 3rd ESC-IPRC Joint Workshop on Computationally-Intensive Modeling of the Climate System, 2013
Daisuke Matsuoka, Yumi Yamashita and Fumiaki Araki. Application of Multi-dimensional Transfer Function to Visualization of Geophysical Fluid Simulation: Case Studies. International Conference on Simulation Technology (JSST2013), 2013
Daisuke Matsuoka, Fumiaki Araki, Shinichiro Kida, Hideharu Sasaki and Bunmei Taguchi. Feature Extraction and Visualization for Ocean General Circulation Model via Multivariate Analysis. AOGS 10th Annual Meeting, 2013
Yujin Nakagawa, Shintaro Kawahara, Fumiaki Araki, Daisuke Matsuoka, Yoichi Ishikawa, Mikiko Fujita, Shiori Sugimoto, Yasuko Okada, Sho Kawazoe, Shingo Watanabe, Masayoshi Ishii, Ryo Mizuta, Akihiko Murata, Hioroaki Kawase. Development of a database system for near-future climate change projections under the Japanese National Project SI-CAT. AGU Fall Meeting 2017, 2017
Visualization for High-Resolution Ocean General Circulation Model via Multi-Dimensional Transfer Funciton and Multivariate Analysis. The International Conference for High PerformanceComputing, Networking, Strage and Analysis, 2012