[A-TT35] 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)

2025年5月30日(金) 15:30 〜 17:00 展示場特設会場 (2) (幕張メッセ国際展示場 7・8ホール)

[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-TT35] 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)

2025年5月30日(金) 17:15 〜 19:15 ポスター会場 (幕張メッセ国際展示場 7・8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-TT35] 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)

2025年5月30日(金) 13:45 〜 15:15 展示場特設会場 (2) (幕張メッセ国際展示場 7・8ホール)

[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-TT35] Machine Learning Techniques in Weather, Climate, Ocean, Hydrology and Disease Predictions

15:00 〜 15:15

[ATT35-06] Operational forecasting of El Niño-Southern Oscillation (ENSO) Niño3.4 index using ensembles of Convolutional neural networks

*Kalpesh Ravindra Patil¹、Takeshi Doi¹、Jayanthi Venkata Ratnam¹、Swadhin Behera¹ (1.APL, VAiG, JAMSTEC)

2025年5月30日(金) 17:15 〜 19:15 ポスター会場 (幕張メッセ国際展示場 7・8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-TT35] Machine Learning Techniques in Weather, Climate, Ocean, Hydrology and Disease Predictions

17:15 〜 19:15

[ATT35-P04] Skillful prediction of Atlantic Niño index using machine learning models

*Venkata Ratnam Jayanthi¹、Ingo Richter¹ (1.Application Laboratory, JAMSTEC)

Venkata Ratnam Jayanthi

コンビーナ、座長

[A-TT35] Machine Learning Techniques in Weather, Climate, Ocean, Hydrology and Disease Predictions

[A-TT35] Machine Learning Techniques in Weather, Climate, Ocean, Hydrology and Disease Predictions

[A-TT35] Machine Learning Techniques in Weather, Climate, Ocean, Hydrology and Disease Predictions

発表者・著者、共著者

[A-TT35] Machine Learning Techniques in Weather, Climate, Ocean, Hydrology and Disease Predictions

[ATT35-06] Operational forecasting of El Niño-Southern Oscillation (ENSO) Niño3.4 index using ensembles of Convolutional neural networks

[A-TT35] Machine Learning Techniques in Weather, Climate, Ocean, Hydrology and Disease Predictions

[ATT35-P04] Skillful prediction of Atlantic Niño index using machine learning models