FR1.M2.2
RESPONSE OF TERRESTRIAL WATER STORAGE AND ITS CHANGE TO CLIMATE FACTORS OVER GLOBAL BASED ON INTERPRETABLE DEEP LEARNING
Zhaozhao Zeng, China University of Geosciences, Wuhan, China; Haonan Chen, Colorado State University, United States; Antonio Plaza, University of Extremadura, Spain; Lizhe Wang, Jun Li, China University of Geosciences, Wuhan, China
Session:
FR1.M2: Hydrological Processes: The Role of AI in Unveiling Climate Change Patterns Oral
Track:
Community-Contributed Sessions
Location:
Room M2
Presentation Time:
Friday, 8 August, 08:15 - 08:30
Session Co-Chairs:
Guido Grosse, Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research and Kasra Rafiezadeh Shahi, Potsdam Institute for Climate Impact Research (PIK)
Presentation
Discussion
Resources
No resources available.
Session FR1.M2
FR1.M2.1: GRIT: GRAPH TRANSFORMER FOR INTERNAL ICE LAYER THICKNESS PREDICTION
Zesheng Liu, Maryam Rahnemoonfar, Lehigh University, United States
FR1.M2.2: RESPONSE OF TERRESTRIAL WATER STORAGE AND ITS CHANGE TO CLIMATE FACTORS OVER GLOBAL BASED ON INTERPRETABLE DEEP LEARNING
Zhaozhao Zeng, China University of Geosciences, Wuhan, China; Haonan Chen, Colorado State University, United States; Antonio Plaza, University of Extremadura, Spain; Lizhe Wang, Jun Li, China University of Geosciences, Wuhan, China
FR1.M2.3: DETERMINING SPATIAL DISTRIBUTION OF DISASTER INTENSITIES FROM NEWS ARTICLE USING LLM
Aniket Zope, Ushasi Chaudhuri, Shailesh Deshpande, Tata Consultancy Services, India
FR1.M2.4: ADVANCING EROSION PREDICTIVE CAPABILITIES THROUGH DEEP LEARNING IN SOUTHEAST AUSTRALIA
Qinggaozi Zhu, Xihua Yang, NSW Department of Climate Change, Energy, the Environment and Water, Australia
FR1.M2.5: PARAMETERIZING OCEAN VERTICAL MIXING FROM SURFACE DATA WITH KOLMOGOROV-ARNOLD NETWORKS
Feng Ye, Nanjing University, China; Zengzhou Hao, Haiqing Huang, Second Institute of Oceanography, Ministry of Natural Resources, China; Dengfeng Li, Nanjing University, China; Xin Li, Zhejiang Ocean University, China; Delu Pan, Second Institute of Oceanography, Ministry of Natural Resources, China
Resources
No resources available.