Tropical cyclone intensity classification and estimation using infrared satellite images with deep learning
CJ Zhang, XJ Wang, LM Ma… - IEEE Journal of Selected …, 2021 - ieeexplore.ieee.org
A novel tropical cyclone (TC) intensity classification and estimation model (TCICENet) is
proposed using infrared geostationary satellite images from the northwest Pacific Ocean …
proposed using infrared geostationary satellite images from the northwest Pacific Ocean …
The appraisal of tropical cyclones in the North Indian Ocean: An overview of different approaches and the involvement of Earth's components
This study aims to provide a comprehensive and balanced assessment of recent scientific
studies on the evolution, temporal variability and prediction of tropical cyclones (TCs) …
studies on the evolution, temporal variability and prediction of tropical cyclones (TCs) …
3-D-printed shaped and material-optimized lenses for next-generation spaceborne wind scatterometer weather radars
A Papathanasopoulos, J Budhu… - … on Antennas and …, 2021 - ieeexplore.ieee.org
Current spaceborne wind scatterometers have shown failure due to mechanical wear from
moving parts used to conically scan a directive beam. In order to eliminate the risk of …
moving parts used to conically scan a directive beam. In order to eliminate the risk of …
SCATSAT-1 wind products for tropical cyclone monitoring, prediction and surface wind structure analysis
The present study discusses the application of near real-time ocean surface wind vectors
retrieved from scatterometer instrument, on-board Indian polar satellite SCATSAT-1, for …
retrieved from scatterometer instrument, on-board Indian polar satellite SCATSAT-1, for …
Predicting tropical cyclogenesis using a deep learning method from gridded satellite and ERA5 reanalysis data in the Western North Pacific basin
This article proposes a deep learning model to predict tropical cyclogenesis (TCG) from
gridded satellite and ERA5 reanalysis data in the western North Pacific basin. The proposed …
gridded satellite and ERA5 reanalysis data in the western North Pacific basin. The proposed …
Impact of environmental variables on the North Indian Ocean tropical cyclones radial parameters
The present study elucidates the correspondence between the variability in TC radial
parameters and related meteorological factors over the North Indian Ocean (NIO) basin by …
parameters and related meteorological factors over the North Indian Ocean (NIO) basin by …
Tropical Cyclogenesis Detection from Remotely Sensed Sea Surface Winds Using Graphical and Statistical Features-based Broad Learning System
This article proposed a graphical and statistical features-based broad learning system (GSF-
BLS) to detect tropical cyclogenesis with the cross-calibrated multiplatform version 2.0 …
BLS) to detect tropical cyclogenesis with the cross-calibrated multiplatform version 2.0 …
A study on radial characteristics of North Indian Ocean tropical cyclones and associated energy indices through numerical modeling
The structural characteristics of North Indian Ocean (NIO) Tropical Cyclones (TCs) are
emphasized in this study by adopting Weather Research and Forecasting (WRF) numerical …
emphasized in this study by adopting Weather Research and Forecasting (WRF) numerical …
Structural characteristics of North Indian Ocean tropical cyclones during 1999–2017: a scatterometer observation-based analysis
The climatology and numerical modeling of tropical cyclones (TCs) both are the primary
focus area of research over the North Indian Ocean (NIO); however, the size determination …
focus area of research over the North Indian Ocean (NIO); however, the size determination …
[HTML][HTML] 红外卫星云图和相关向量机的有眼热带气旋客观定强模型
戴李杰， 张长江， 薛利成， 马雷鸣， 鲁小琴 - 2018 - html.rhhz.net
摘要热带气旋TC (Tropical Cyclone) 是全球影响最严重的自然灾害之一. TC
强度和路径的准确预报, 对于减轻其带来的灾害影响至关重要. 本文基于静止红外卫星云图和 …
强度和路径的准确预报, 对于减轻其带来的灾害影响至关重要. 本文基于静止红外卫星云图和 …