Mon. May 27, 2024 9:00 AM - 10:30 AM 106 (International Conference Hall, Makuhari Messe)

[E] Oral
| A (Atmospheric and Hydrospheric Sciences )
| A-OS Ocean Sciences & Ocean Environment

[A-OS11] Continental Oceanic Mutual Interaction - Planetary Scale Material Circulation

convener:Yosuke Alexandre Yamashiki(Earth & Planetary Water Resources Assessment Laboratory Graduate School of Advanced Integrated Studies in Human Survivability Kyoto University), Takanori Sasaki(Department of Astronomy, Kyoto University), Swadhin Behera(Application Laboratory, JAMSTEC, 3173-25 Showa-machi, Yokohama 236-0001), Yukio Masumoto(Graduate School of Science, The University of Tokyo), Chairperson:Yosuke Alexandre Yamashiki(Earth & Planetary Water Resources Assessment Laboratory Graduate School of Advanced Integrated Studies in Human Survivability Kyoto University), Takanori Sasaki(Department of Astronomy, Kyoto University)

Mon. May 27, 2024 10:45 AM - 12:00 PM 106 (International Conference Hall, Makuhari Messe)

[E] Oral
| A (Atmospheric and Hydrospheric Sciences )
| A-OS Ocean Sciences & Ocean Environment

[A-OS11] Continental Oceanic Mutual Interaction - Planetary Scale Material Circulation

convener:Yosuke Alexandre Yamashiki(Earth & Planetary Water Resources Assessment Laboratory Graduate School of Advanced Integrated Studies in Human Survivability Kyoto University), Takanori Sasaki(Department of Astronomy, Kyoto University), Swadhin Behera(Application Laboratory, JAMSTEC, 3173-25 Showa-machi, Yokohama 236-0001), Yukio Masumoto(Graduate School of Science, The University of Tokyo), Chairperson:Swadhin Behera(Application Laboratory, JAMSTEC, 3173-25 Showa-machi, Yokohama 236-0001), Yukio Masumoto(Graduate School of Science, The University of Tokyo)

Mon. May 27, 2024 5:15 PM - 6:45 PM Poster Hall (Exhibition Hall 6, Makuhari Messe)

[E] Poster
| A (Atmospheric and Hydrospheric Sciences )
| A-OS Ocean Sciences & Ocean Environment

[A-OS11] Continental Oceanic Mutual Interaction - Planetary Scale Material Circulation

convener:Yosuke Alexandre Yamashiki(Earth & Planetary Water Resources Assessment Laboratory Graduate School of Advanced Integrated Studies in Human Survivability Kyoto University), Takanori Sasaki(Department of Astronomy, Kyoto University), Swadhin Behera(Application Laboratory, JAMSTEC, 3173-25 Showa-machi, Yokohama 236-0001), Yukio Masumoto(Graduate School of Science, The University of Tokyo)

Wed. May 29, 2024 3:30 PM - 4:45 PM 304 (International Conference Hall, Makuhari Messe)

[E] Oral
| A (Atmospheric and Hydrospheric Sciences )
| A-TT Technology &Techniques

[A-TT30] Machine Learning Techniques in Weather, Climate, Ocean, Hydrology and Disease Predictions

convener:Venkata Ratnam Jayanthi(Application Laboratory, JAMSTEC), Patrick Martineau(Japan Agency for Marine-Earth Science and Technology), Takeshi Doi(JAMSTEC), Swadhin Behera(Application Laboratory, JAMSTEC, 3173-25 Showa-machi, Yokohama 236-0001), Chairperson:Patrick Martineau(Japan Agency for Marine-Earth Science and Technology), Venkata Ratnam Jayanthi(Application Laboratory, JAMSTEC), Swadhin Behera(Application Laboratory, JAMSTEC, 3173-25 Showa-machi, Yokohama 236-0001), Takeshi Doi(JAMSTEC)

Wed. May 29, 2024 5:15 PM - 6:45 PM Poster Hall (Exhibition Hall 6, Makuhari Messe)

[E] Poster
| A (Atmospheric and Hydrospheric Sciences )
| A-TT Technology &Techniques

[A-TT30] Machine Learning Techniques in Weather, Climate, Ocean, Hydrology and Disease Predictions

convener:Venkata Ratnam Jayanthi(Application Laboratory, JAMSTEC), Patrick Martineau(Japan Agency for Marine-Earth Science and Technology), Takeshi Doi(JAMSTEC), Swadhin Behera(Application Laboratory, JAMSTEC, 3173-25 Showa-machi, Yokohama 236-0001)

Thu. May 30, 2024 9:00 AM - 10:15 AM 304 (International Conference Hall, Makuhari Messe)

[E] Oral
| A (Atmospheric and Hydrospheric Sciences )
| A-TT Technology &Techniques

[A-TT30] Machine Learning Techniques in Weather, Climate, Ocean, Hydrology and Disease Predictions

convener:Venkata Ratnam Jayanthi(Application Laboratory, JAMSTEC), Patrick Martineau(Japan Agency for Marine-Earth Science and Technology), Takeshi Doi(JAMSTEC), Swadhin Behera(Application Laboratory, JAMSTEC, 3173-25 Showa-machi, Yokohama 236-0001), Chairperson:Venkata Ratnam Jayanthi(Application Laboratory, JAMSTEC), Patrick Martineau(Japan Agency for Marine-Earth Science and Technology), Swadhin Behera(Application Laboratory, JAMSTEC, 3173-25 Showa-machi, Yokohama 236-0001)

Mon. May 27, 2024 10:45 AM - 12:00 PM 106 (International Conference Hall, Makuhari Messe)

[E] Oral
| A (Atmospheric and Hydrospheric Sciences )
| A-OS Ocean Sciences & Ocean Environment

[A-OS11] Continental Oceanic Mutual Interaction - Planetary Scale Material Circulation

11:00 AM - 11:15 AM

[AOS11-08] Role of tropical oceans in global terrestrial vegetation

*Swadhin Behera¹, Roma Varghese², Venkata Ratnam Jayanthi¹, Takeshi Doi¹, Mukund Dev Behera² (1.Application Laboratory, JAMSTEC, 3173-25 Showa-machi, Yokohama 236-0001, 2.Centre for Oceans, Rivers, Atmosphere and Land Sciences, Indian Institute of Technology Kharagpur, India)

Wed. May 29, 2024 3:30 PM - 4:45 PM 304 (International Conference Hall, Makuhari Messe)

[E] Oral
| A (Atmospheric and Hydrospheric Sciences )
| A-TT Technology &Techniques

[A-TT30] Machine Learning Techniques in Weather, Climate, Ocean, Hydrology and Disease Predictions

4:15 PM - 4:30 PM

[ATT30-04] Utilizing a Causal Discovery to Identify Robust Tropical Cyclone Predictors across the North Indian Ocean

*Akshay Kumar Sagar¹, Arun Chakraborty², Pankaj Kumar³, Swadhin Behera⁴ (1.Indian Institute of Technology Kharagpur, INDIA, 2.Centre for Ocean, River, Atmosphere and Land Sciences (CORAL), Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India, 3.Institute of Meteorology and Climate Research - Department Troposphere Research, Karlsruhe Institute of Technology (KIT), Germany, 4.Application Laboratory, JAMSTEC)

4:30 PM - 4:45 PM

[ATT30-05] Predictability of El Niño-Southern Oscillation (ENSO) Index Beyond 2-Year Lead Time Using Seasonally Optimized Deep Learning Models

*Kalpesh Ravindra Patil¹, Takeshi Doi², J. V. Ratnam², Swadhin Behera² (1.Young Research Fellow, APL, VAiG, JAMSTEC, 2.APL, VAiG, JAMSTEC)

Wed. May 29, 2024 5:15 PM - 6:45 PM Poster Hall (Exhibition Hall 6, Makuhari Messe)

[E] Poster
| A (Atmospheric and Hydrospheric Sciences )
| A-TT Technology &Techniques

[A-TT30] Machine Learning Techniques in Weather, Climate, Ocean, Hydrology and Disease Predictions

5:15 PM - 6:45 PM

[ATT30-P05] Skillful prediction of the Indian Ocean Dipole using machine learning techniques

*Venkata Ratnam Jayanthi¹, Swadhin Behera¹, Masami Nonaka¹, Kalpesh Ravindra Patil¹ (1.Application Laboratory, JAMSTEC)

Mon. May 27, 2024 5:15 PM - 6:45 PM Poster Hall (Exhibition Hall 6, Makuhari Messe)

[E] Poster
| A (Atmospheric and Hydrospheric Sciences )
| A-CG Complex & General

[A-CG31] Climate Variability and Predictability on Subseasonal to Centennial Timescales

5:15 PM - 6:45 PM

[ACG31-P05] Antarctic sea ice multidecadal variability revealed by reconstructed data and model simulations

*Yushi Morioka¹, Syukuro Manabe², Liping Zhang^3,4, Thomas L. Delworth³, William Cooke³, Masami Nonaka¹, Swadhin Behera¹ (1.Japan Agency for Marine-Earth Science and Technology, 2.Atmospheric and Oceanic Sciences Program, Princeton University, 3.Geophysical Fluid Dynamics Laboratory, NOAA, 4.University Corporation for Atmospheric Research, Boulder, Colorado)

Swadhin Behera

Convener, Chairperson

[A-OS11] Continental Oceanic Mutual Interaction - Planetary Scale Material Circulation

[A-OS11] Continental Oceanic Mutual Interaction - Planetary Scale Material Circulation

[A-OS11] Continental Oceanic Mutual Interaction - Planetary Scale Material Circulation

[A-TT30] Machine Learning Techniques in Weather, Climate, Ocean, Hydrology and Disease Predictions

[A-TT30] Machine Learning Techniques in Weather, Climate, Ocean, Hydrology and Disease Predictions

[A-TT30] Machine Learning Techniques in Weather, Climate, Ocean, Hydrology and Disease Predictions

Speaker, Author, Co-Author

[A-OS11] Continental Oceanic Mutual Interaction - Planetary Scale Material Circulation

[AOS11-08] Role of tropical oceans in global terrestrial vegetation

[A-TT30] Machine Learning Techniques in Weather, Climate, Ocean, Hydrology and Disease Predictions

[ATT30-04] Utilizing a Causal Discovery to Identify Robust Tropical Cyclone Predictors across the North Indian Ocean

[ATT30-05] Predictability of El Niño-Southern Oscillation (ENSO) Index Beyond 2-Year Lead Time Using Seasonally Optimized Deep Learning Models

[A-TT30] Machine Learning Techniques in Weather, Climate, Ocean, Hydrology and Disease Predictions

[ATT30-P05] Skillful prediction of the Indian Ocean Dipole using machine learning techniques

[A-CG31] Climate Variability and Predictability on Subseasonal to Centennial Timescales

[ACG31-P05] Antarctic sea ice multidecadal variability revealed by reconstructed data and model simulations