Analysis, characterization, prediction, and attribution of extreme atmospheric events with machine learning and deep learning techniques: a review
S Salcedo-Sanz, J Pérez-Aracil, G Ascenso… - Theoretical and Applied …, 2024 - Springer
Atmospheric extreme events cause severe damage to human societies and ecosystems.
The frequency and intensity of extremes and other associated events are continuously …
The frequency and intensity of extremes and other associated events are continuously …
An adaptive learning approach for tropical cyclone intensity correction
R Chen, R Toumi, X Shi, X Wang, Y Duan, W Zhang - Remote Sensing, 2023 - mdpi.com
Tropical cyclones (TCs) are dangerous weather events; accurate monitoring and forecasting
can provide significant early warning to reduce loss of life and property. However, the study …
can provide significant early warning to reduce loss of life and property. However, the study …
Objective satellite methods including AI algorithms reviewed for the tenth International workshop on tropical cyclones (IWTC-10)
QP Duong, A Wimmers, D Herndon, ZM Tan… - … Cyclone Research and …, 2023 - Elsevier
Here we explore the latest four years (2019–2022) of using satellite data to objectively
analyze tropical cyclones (TC) and issue recommendations for improved analysis. We first …
analyze tropical cyclones (TC) and issue recommendations for improved analysis. We first …
Towards Robust Tropical Cyclone Wind Radii Estimation with Multi-Modality Fusion and Missing-Modality Distillation
Y Jin, J Liu, K Ren, X Wang, K Deng… - … on Geoscience and …, 2024 - ieeexplore.ieee.org
Accurate and timely estimation of tropical cyclone (TC) wind radii is significant for
characterizing wind structure, disaster prevention and mitigation, etc. The existing methods …
characterizing wind structure, disaster prevention and mitigation, etc. The existing methods …
Diversity of tropical cyclones rapid intensification
K Peng, YX Tian, J Fang, Y Liu… - Geophysical Research …, 2024 - Wiley Online Library
The study investigates the rapid intensification (RI) of tropical cyclones (TCs) in the
Northwestern Pacific. We found that rapid changes in the maximum wind speed (Vmax) and …
Northwestern Pacific. We found that rapid changes in the maximum wind speed (Vmax) and …
2023 年海洋气象研究热点回眸
王麟， 王东晓， 邱春华， 张广隶， 邹仲水， 胡湛， 戴潇铭… - 科技导报, 2024 - kjdb.org
回顾了2022—2023 年有关台风, 海雾, 季风, 海气通量理论, 海浪模拟, 寒潮等海洋气象学研究
进展和在此期间海洋气象观测技术的提升与发展. 研究多关注于各类海洋与气象观测和模拟技术 …
进展和在此期间海洋气象观测技术的提升与发展. 研究多关注于各类海洋与气象观测和模拟技术 …
Review of hotspots of marine meteorology in 2023
L WANG, D WANG, C QIU, G ZHANG, Z ZOU… - Science & Technology …, 2024 - kjdb.org
This paper reviews the research progress of marine meteorology during 2022-2023 on
typhoon, sea fog, monsoon, airsea flux, wave simulation, cold wave and the improvement …
typhoon, sea fog, monsoon, airsea flux, wave simulation, cold wave and the improvement …