Advanced Search

    column
    Predictability Study of Weather and Climate Events Related to Artificial Intelligence Models
    Mu MU, Bo QIN, Guokun DAI
    2025, 42(1): 1-8. DOI: 10.1007/s00376-024-4372-7
    Abstract FullText HTML PDF
    TianXing: A Linear Complexity Transformer Model with Explicit Attention Decay for Global Weather Forecasting
    Shijin YUAN, Guansong WANG, Bin MU, Feifan ZHOU
    2025, 42(1): 9-25. DOI: 10.1007/s00376-024-3313-9
    Abstract FullText HTML PDF
    Improving the Seasonal Forecast of Summer Precipitation in Southeastern China Using a CycleGAN-based Deep Learning Bias Correction Method
    Song YANG, Fenghua LING, Jing-Jia LUO, Lei BAI
    2025, 42(1): 26-35. DOI: 10.1007/s00376-024-4003-3
    Abstract FullText HTML PDF
    A Machine Learning-Based Observational Constraint Correction Method for Seasonal Precipitation Prediction
    Bofei ZHANG, Haipeng YU, Zeyong HU, Ping YUE, Zunye TANG, Hongyu LUO, Guantian WANG, Shanling CHENG
    2025, 42(1): 36-52. DOI: 10.1007/s00376-024-4191-x
    Abstract FullText HTML PDF
    Unsupervised Meteorological Downscaling Based on Dual Learning and Subgrid-scale Auxiliary Information
    Jing HU, Jialing MU, Xiaomeng HUANG, Xi WU
    2025, 42(1): 53-66. DOI: 10.1007/s00376-024-3336-2
    Abstract FullText HTML PDF
    A Generative Adversarial Network with an Attention Spatiotemporal Mechanism for Tropical Cyclone Forecasts
    Xiaohui LI, Xinhai HAN, Jingsong YANG, Jiuke WANG, Guoqi HAN, Jun DING, Hui SHEN, Jun YAN
    2025, 42(1): 67-78. DOI: 10.1007/s00376-024-3243-6
    Abstract FullText HTML PDF
    Vision Transformer for Extracting Tropical Cyclone Intensity from Satellite Images
    Ye TIAN, Wen ZHOU, Paxson K. Y. CHEUNG, Zhenchen LIU
    2025, 42(1): 79-93. DOI: 10.1007/s00376-024-3191-1
    Abstract FullText HTML PDF
    Joint Retrieval of PM2.5 Concentration and Aerosol Optical Depth over China Using Multi-Task Learning on FY-4A AGRI
    Bo LI, Disong FU, Ling YANG, Xuehua FAN, Dazhi YANG, Hongrong SHI, Xiang’ao XIA
    2025, 42(1): 94-110. DOI: 10.1007/s00376-024-3222-y
    Abstract FullText HTML PDF
    Short-Term Rolling Prediction of Tropical Cyclone Intensity Based on Multi-Task Learning with Fusion of Deviation-Angle Variance and Satellite Imagery
    Wei TIAN, Ping SONG, Yuanyuan CHEN, Yonghong ZHANG, Liguang WU, Haikun ZHAO, Kenny Thiam Choy LIM KAM SIAN, Chunyi XIANG
    2025, 42(1): 111-128. DOI: 10.1007/s00376-024-3301-0
    Abstract FullText HTML PDF
    Regional Storm Surge Forecast Method Based on a Neural Network and the Coupled ADCIRC-SWAN Model
    Yuan SUN, Po HU, Shuiqing LI, Dongxue MO, Yijun HOU
    2025, 42(1): 129-145. DOI: 10.1007/s00376-024-3306-8
    Abstract FullText HTML PDF
    TGNet: Intelligent Identification of Thunderstorm Wind Gusts Using Multimodal Fusion
    Xiaowen ZHANG, Yongguang ZHENG, Hengde ZHANG, Jie SHENG, Bingjian LU, Shuo FENG
    2025, 42(1): 146-164. DOI: 10.1007/s00376-024-3308-6
    Abstract FullText HTML PDF
    Physically Constrained Adaptive Deep Learning for Ocean Vertical-Mixing Parameterization
    Junjie FANG, Xiaojie LI, Jin LI, Zhanao HUANG, Yongqiang YU, Xiaomeng HUANG, Xi WU
    2025, 42(1): 165-177. DOI: 10.1007/s00376-024-3246-3
    Abstract FullText HTML PDF
    How Do Deep Learning Forecasting Models Perform for Surface Variables in the South China Sea Compared to Operational Oceanography Forecasting Systems?
    Ziqing ZU, Jiangjiang XIA, Xueming ZHU, Marie DREVILLON, Huier MO, Xiao LOU, Qian ZHOU, Yunfei ZHANG, Qing YANG
    2025, 42(1): 178-189. DOI: 10.1007/s00376-024-3264-1
    Abstract FullText HTML PDF
    Identifying Three Shapes of Potential Vorticity Streamers Using Mask R-CNN
    Luqiang HAO, Zuowei XIE, Yuanfa GONG, Jinfang YIN
    2025, 42(1): 190-203. DOI: 10.1007/s00376-024-3266-z
    Abstract FullText HTML PDF
    Subsurface Temperature and Salinity Structures Inversion Using a Stacking-Based Fusion Model from Satellite Observations in the South China Sea
    Can LUO, Mengya HUANG, Shoude GUAN, Wei ZHAO, Fengbin TIAN, Yuan YANG
    2025, 42(1): 204-220. DOI: 10.1007/s00376-024-3312-x
    Abstract FullText HTML
    AI-based Correction of Wave Forecasts Using the Transformer-enhanced UNet Model
    Yanzhao CAO, Shouwen ZHANG, Guannan LV, Mengchao YU, Bo AI
    2025, 42(1): 221-231. DOI: 10.1007/s00376-024-3319-3
    Abstract FullText HTML PDF
    Convolutional Graph Neural Network with Novel Loss Strategies for Daily Temperature and Precipitation Statistical Downscaling over South China
    Wenjie YAN, Shengjun LIU, Yulin ZOU, Xinru LIU, Diyao WEN, Yamin HU, Dangfu YANG, Jiehong XIE, Liang ZHAO
    2025, 42(1): 232-247. DOI: 10.1007/s00376-024-3347-z
    Abstract FullText HTML