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

コンビーナ:Jayanthi Venkata Ratnam(Application Laboratory, JAMSTEC)、Martineau Patrick(Japan Agency for Marine-Earth Science and Technology)、土井威志(JAMSTEC)、Behera Swadhin(Climate Variation Predictability and Applicability Research Group, Application Laboratory, JAMSTEC, 3173-25 Showa-machi, Yokohama 236-0001)、Chairperson:Patrick Martineau(Japan Agency for Marine-Earth Science and Technology)、Jayanthi Venkata Ratnam(Application Laboratory, JAMSTEC)、Behera Swadhin(Climate Variation Predictability and Applicability Research Group, Application Laboratory, JAMSTEC, 3173-25 Showa-machi, Yokohama 236-0001)、土井威志(JAMSTEC)

2024年5月29日(水) 17:15 〜 18:45 ポスター会場 (幕張メッセ国際展示場 6ホール)

[E] ポスター発表
| セッション記号 A (大気水圏科学)
| A-TT 計測技術・研究手法

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

コンビーナ:Jayanthi Venkata Ratnam(Application Laboratory, JAMSTEC)、Martineau Patrick(Japan Agency for Marine-Earth Science and Technology)、土井威志(JAMSTEC)、Behera Swadhin(Climate Variation Predictability and Applicability Research Group, Application Laboratory, JAMSTEC, 3173-25 Showa-machi, Yokohama 236-0001)

2024年5月30日(木) 09:00 〜 10:15 304 (幕張メッセ国際会議場)

[E] 口頭発表
| セッション記号 A (大気水圏科学)
| A-TT 計測技術・研究手法

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

コンビーナ:Jayanthi Venkata Ratnam(Application Laboratory, JAMSTEC)、Martineau Patrick(Japan Agency for Marine-Earth Science and Technology)、土井威志(JAMSTEC)、Behera Swadhin(Climate Variation Predictability and Applicability Research Group, Application Laboratory, JAMSTEC, 3173-25 Showa-machi, Yokohama 236-0001)、座長:Jayanthi Venkata Ratnam(Application Laboratory, JAMSTEC)、Patrick Martineau(Japan Agency for Marine-Earth Science and Technology)、Behera Swadhin(Climate Variation Predictability and Applicability Research Group, Application Laboratory, JAMSTEC, 3173-25 Showa-machi, Yokohama 236-0001)

2024年5月27日(月) 10:45 〜 12:00 106 (幕張メッセ国際会議場)

[E] 口頭発表
| セッション記号 A (大気水圏科学)
| A-OS 海洋科学・海洋環境

[A-OS11] 陸域海洋相互作用ー惑星スケールの物質輸送

11:00 〜 11:15

[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)

2024年5月29日(水) 15:30 〜 16:45 304 (幕張メッセ国際会議場)

[E] 口頭発表
| セッション記号 A (大気水圏科学)
| A-TT 計測技術・研究手法

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

16:30 〜 16:45

[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)

2024年5月29日(水) 17:15 〜 18:45 ポスター会場 (幕張メッセ国際展示場 6ホール)

[E] ポスター発表
| セッション記号 A (大気水圏科学)
| A-TT 計測技術・研究手法

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

17:15 〜 18:45

[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

コンビーナ、座長

[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

発表者・著者、共著者

[A-OS11] 陸域海洋相互作用ー惑星スケールの物質輸送

[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