[HTML][HTML] Recent advances in research and forecasting of tropical cyclone track, intensity, and structure at landfall
This review prepared for the fourth International Workshop on Tropical Cyclone Landfall
Processes (IWTCLP-4) summarizes the most recent (2015-2017) theoretical and practical …
Processes (IWTCLP-4) summarizes the most recent (2015-2017) theoretical and practical …
MMSTN: A Multi‐Modal Spatial‐Temporal Network for Tropical Cyclone Short‐Term Prediction
Forecasting the trajectory and intensity of tropical cyclones (TCs) is important in disaster
mitigation as TC usually causes huge damages. However, it remains a substantial challenge …
mitigation as TC usually causes huge damages. However, it remains a substantial challenge …
[HTML][HTML] A climatology of southwest Indian Ocean tropical systems: Their number, tracks, impacts, sizes, empirical maximum potential intensity, and intensity changes
MD Leroux, J Meister, D Mekies… - Journal of Applied …, 2018 - journals.ametsoc.org
Abstract A 17-yr “climatology” of tropical-system activity, track, size, and 24-h intensity
change in the southwest Indian Ocean (SWIO) is developed and analyzed in comparison …
change in the southwest Indian Ocean (SWIO) is developed and analyzed in comparison …
[HTML][HTML] Improvements in typhoon intensity change classification by incorporating an ocean coupling potential intensity index into decision trees
Tropical cyclone (TC) intensity prediction, especially in the warning time frame of 24–48 h
and for the prediction of rapid intensification (RI), remains a major operational challenge …
and for the prediction of rapid intensification (RI), remains a major operational challenge …
[HTML][HTML] Estimating tropical cyclone intensity in the South China Sea using the XGBoost Model and FengYun Satellite images
Q Jin, X Fan, J Liu, Z Xue, H Jian - Atmosphere, 2020 - mdpi.com
Conventional numerical methods have made significant advances in forecasting tropical
cyclone (TC) tracks, using remote sensing data with high spatial and temporal resolutions …
cyclone (TC) tracks, using remote sensing data with high spatial and temporal resolutions …
Deep-TCP: Multi-source data fusion for deep learning-powered tropical cyclone intensity prediction to enhance urban sustainability
Tropical cyclones (TC) exert a profound impact on cities, causing extensive damage and
losses. Thus, TC Intensity Prediction is crucial for creating sustainable cities as it enables …
losses. Thus, TC Intensity Prediction is crucial for creating sustainable cities as it enables …
[HTML][HTML] Water budget and intensity change of tropical cyclones over the western North Pacific
S Gao, S Zhai, B Chen, T Li - Monthly Weather Review, 2017 - journals.ametsoc.org
Three satellite observational datasets and a reanalysis dataset during the period 2001–09
are used to examine four water budget components (total precipitable water, surface …
are used to examine four water budget components (total precipitable water, surface …
The application of decision tree to intensity change classification of tropical cyclones in western North Pacific
This study applies the C4. 5 algorithm to classify tropical cyclone (TC) intensity change in the
western North Pacific. The 24 h change in TC intensity (ie, intensifying and weakening) is …
western North Pacific. The 24 h change in TC intensity (ie, intensifying and weakening) is …
[HTML][HTML] Satellite air–sea enthalpy flux and intensity change of tropical cyclones over the western North Pacific
An improved high-resolution satellite enthalpy flux dataset is employed to study the
composites of initial (ie, t= 0 h) latent heat flux (LHF), sensible heat flux (SHF), and their bulk …
composites of initial (ie, t= 0 h) latent heat flux (LHF), sensible heat flux (SHF), and their bulk …
[HTML][HTML] Key environmental factors for rapid intensification of the South China Sea tropical cyclones
Y Chen, S Gao, X Li, X Shen - Frontiers in Earth Science, 2021 - frontiersin.org
Forecasting rapid intensification (RI) of the South China Sea (SCS) tropical cyclones (TCs)
remains an operational challenge, mainly owing to the incomplete understanding of its …
remains an operational challenge, mainly owing to the incomplete understanding of its …