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

4:30 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)

Venkata Ratnam Jayanthi

Convener, Chairperson

[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

[ATT30-05] 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