Special Issues

Special Issue: Machine Learning Applications for Atmospheric and Oceanic Sciences

 

Volume 16, Issue 4, 2023

https://www.sciencedirect.com/journal/atmospheric-and-oceanic-science-letters/vol/16/issue/4 


A machine learning approach to quality-control Argo temperature data

Qi Zhang, Chenyan Qian, Changming Dong

Available online 19 October 2022, 100292


U-Net: A deep-learning method for improving summer precipitation forecasts in China

Qimin Deng, Peirong Lu, Shuyun Zhao, Naiming Yuan
Available online 18 December 2022, 100322 

 

3D DBSCAN detection and parameter sensitivity of the 2022 Yangtze River summertime heatwave and drought

Zhenchen Liu, Wen Zhou, Yuan Yuan

Available online 23 December 2022, 100324

A spatiotemporal 3D convolutional neural network model for ENSO predictions: A test case for the 2020/21 La Nina conditions
Lu Zhou, Chuan Gao, Rong-Hua Zhang
Available online 24 January 2023, 100330

 

Intelligent identification of oceanic eddies in remote sensing data via Dual-Pyramid UNet

Nan Zhao, Baoxiang Huang, Xinmin Zhang, Linyao Ge, Ge Chen

Available online 09 February 2023, 100335

 

Short-term wind speed forecasting bias correction in the Hangzhou area of China based on a machine learning model

Yi Fang, Yunfei Wu, Fengmin Wu, Yan Yan, Qi Liu, Nian Liu, JiangJiang Xia

Available online 17 February 2023, 100339

 

Wave forecast in the Atlantic Ocean using a double-stage ConvLSTM network

Lin Ouyang, Fenghua Ling, Yue Li, Lei Bai, Jing-Jia Luo

Available online 21 February 2023, 100347

Prediction of ENSO using multivariable deep learning

Yue Chen, Xiaomeng Huang, Jing-Jia Luo, Yanluan Lin, Jonathon S. Wright, Youyu Lu, Xingrong Chen, Hua Jiang, Pengfei Lin

Available online 28 February 2023, 100350

  

A deep learning–based U-Net model for ENSO-related precipitation responses to sea surface temperature anomalies over the tropical Pacific

Yuchao Zhu, Ronghua Zhang

Available online 28 February 2023, 100351

 

Deep learning in extracting tropical cyclone intensity and wind radius information from satellite infrared images—a review

Chong Wang, Xiaofeng Li

Available online 8 May 2023, 100373

 

 

A Generative Adversarial Network-based unified model integrating bias correction and downscaling for global SST

Shijin Yuan, Xin Feng, Bin Mu, Bo Qin, Xin Wang, Yuxuan Chen

Availavle online 23 August 2023, 100407