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Impact of tropical cyclones on inhabited areas of the SWIO Basin at present and future horizons. part 1: overview and observing component of the research project …
O Bousquet, G Barruol, E Cordier, C Barthe, S Bielli… - Atmosphere, 2021 - mdpi.com
The international research program “ReNovRisk-CYCLONE”(RNR-CYC, 2017–2021)
directly involves 20 partners from 5 countries of the south-west Indian-Ocean. It aims at …
directly involves 20 partners from 5 countries of the south-west Indian-Ocean. It aims at …
Recent progress in the fundamental understanding of tropical cyclone motion
While the fundamental understanding of tropical cyclone (TC) movement is fairly mature,
notable advancements are still being made. This paper summarizes new concepts and …
notable advancements are still being made. This paper summarizes new concepts and …
Probabilistic forecasting of tropical cyclones intensity using machine learning model
F Meng, Y Yao, Z Wang, S Peng, D Xu… - Environmental …, 2023 - iopscience.iop.org
This study proposes a machine learning approach to probabilistic forecasting of tropical
cyclone (TC) intensity. The earth system is complex and nonlinear, leading to inherent …
cyclone (TC) intensity. The earth system is complex and nonlinear, leading to inherent …
Tropical cyclone intensity probabilistic forecasting system based on deep learning
F Meng, K Yang, Y Yao, Z Wang… - International Journal of …, 2023 - Wiley Online Library
Tropical cyclones (TC) are one of the extreme disasters that have the most significant impact
on human beings. Unfortunately, intensity forecasting of TC has been a difficult and …
on human beings. Unfortunately, intensity forecasting of TC has been a difficult and …
[HTML][HTML] Performance of one-dimensional hydrodynamic lake models during short-term extreme weather events
Numerical lake models are useful tools to study hydrodynamics in lakes, and are
increasingly applied to extreme weather events. However, little is known about the accuracy …
increasingly applied to extreme weather events. However, little is known about the accuracy …
Acceleration of tropical cyclone development by cloud-radiative feedbacks
AA Wing - Journal of the Atmospheric Sciences, 2022 - journals.ametsoc.org
A complete understanding of the development of tropical cyclones (TC) remains elusive and
forecasting TC intensification remains challenging. This motivates further research into the …
forecasting TC intensification remains challenging. This motivates further research into the …
A physics-informed deep-learning intensity prediction scheme for tropical cyclones over the western North Pacific
Accurate prediction of tropical cyclone (TC) intensity is challenging due to the complex
physical processes involved. Here, we introduce a new TC intensity prediction scheme for …
physical processes involved. Here, we introduce a new TC intensity prediction scheme for …
The role of vertical diffusion parameterizations in the dynamics and accuracy of simulated intensifying hurricanes
Rotation in hurricane flows can significantly impact the dynamics and structure of the
turbulent boundary layer. Despite this unique feature of hurricane boundary layers, the …
turbulent boundary layer. Despite this unique feature of hurricane boundary layers, the …
[HTML][HTML] Ensemble-based sensitivity analysis of track forecasts of typhoon In-fa (2021) without and with model errors in the ECMWF, NCEP, and CMA ensemble …
Ensemble-based sensitivity analysis (ESA) has been widely applied to identifying and
investigating the sources of forecast uncertainty in tropical cyclone (TC) track. The standard …
investigating the sources of forecast uncertainty in tropical cyclone (TC) track. The standard …
[HTML][HTML] Classification and prediction of typhoon levels by satellite cloud pictures through GC–LSTM deep learning model
J Zhou, J **ang, S Huang - Sensors, 2020 - mdpi.com
Typhoons are some of the most serious natural disasters, and the key to disaster prevention
and mitigation is typhoon level classification. How to better use data of satellite cloud …
and mitigation is typhoon level classification. How to better use data of satellite cloud …