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Advances in Atmospheric Sciences

大气科学进展

主办：中国科学院大气物理研究所;中国气象学会

周期：月刊

出版地：北京市

语种：英文;

开本：大16开

ISSN 0256-1530

CN 11-1925/O4

曾用刊名：大气科学进展(英文版)

创刊年：1984

ASPT来源刊

中国期刊方阵来源刊

中国期刊网来源刊

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	Advances in Atmospheric Sciences 2025年01期

目录
	Predictability Study of Weather and Climate Events Related to Artificial Intelligence Models	Mu MU;Bo QIN;Guokun DAI;
	TianXing: A Linear Complexity Transformer Model with Explicit Attention Decay for Global Weather Forecasting	Shijin YUAN;Guansong WANG;Bin MU;Feifan ZHOU;
	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;
	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;
	Unsupervised Meteorological Downscaling Based on Dual Learning and Subgrid-scale Auxiliary Information	Jing HU;Jialing MU;Xiaomeng HUANG;Xi WU;
	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;
	Vision Transformer for Extracting Tropical Cyclone Intensity from Satellite Images	Ye TIAN;Wen ZHOU;Paxson K.Y.CHEUNG;Zhenchen LIU;
	Joint Retrieval of PM_(2.5) 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;
	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;
	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;
	TGNet: Intelligent Identification of Thunderstorm Wind Gusts Using Multimodal Fusion	Xiaowen ZHANG;Yongguang ZHENG;Hengde ZHANG;Jie SHENG;Bingjian LU;Shuo FENG;
	Physically Constrained Adaptive Deep Learning for Ocean Vertical-Mixing Parameterization	Junjie FANG;Xiaojie LI;Jin LI;Zhanao HUANG;Yongqiang YU;Xiaomeng HUANG;Xi WU;
	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;
	Identifying Three Shapes of Potential Vorticity Streamers Using Mask R-CNN	Luqiang HAO;Zuowei XIE;Yuanfa GONG;Jinfang YIN;
	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;
	AI-based Correction of Wave Forecasts Using the Transformer-enhanced UNet Model	Yanzhao CAO;Shouwen ZHANG;Guannan LV;Mengchao YU;Bo AI;
	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;

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Advances in Atmospheric Sciences 2025年01期