Tropical cyclone
View article: StEER: Hurricane Melissa Annotated Media Repository , in StEER - 28 October 2025 Hurricane Melissa
StEER: Hurricane Melissa Annotated Media Repository , in StEER - 28 October 2025 Hurricane Melissa Open
Since 1912, Jamaica has experienced six major hurricanes, striking on average every 23 years and repeatedly disrupting communities, infrastructure, and the economy. The latest among these is Hurricane Melissa which made landfall October 28…
View article: Historical U.S. tropical cyclone wind data 1900 to 2024.
Historical U.S. tropical cyclone wind data 1900 to 2024. Open
This historical tropical cyclone (TC) wind dataset was generated for all US landfalling or US by-passing tropical and subtropical cyclones from 1900 to 2024. By-passing storms are storms that did not quite make landfall but still brought s…
View article: The model output used in article "Antarctic sea-ice loss enhances East Asian summer precipitation through tropical ocean warming"
The model output used in article "Antarctic sea-ice loss enhances East Asian summer precipitation through tropical ocean warming" Open
Model output data from the numerical experiments conducted in the study “Antarctic sea-ice loss enhances East Asian summer precipitation through tropical ocean warming.”
View article: The model output used in article "Antarctic sea-ice loss enhances East Asian summer precipitation through tropical ocean warming"
The model output used in article "Antarctic sea-ice loss enhances East Asian summer precipitation through tropical ocean warming" Open
Model output data from the numerical experiments conducted in the study “Antarctic sea-ice loss enhances East Asian summer precipitation through tropical ocean warming.”
View article: Historical U.S. tropical cyclone wind data 1900 to 2024.
Historical U.S. tropical cyclone wind data 1900 to 2024. Open
This historical tropical cyclone (TC) wind dataset was generated for all US landfalling or US by-passing tropical and subtropical cyclones from 1900 to 2024. By-passing storms are storms that did not quite make landfall but still brought s…
View article: Decrease in the spatial inhomogeneity of tropical cyclone rainfall in China
Decrease in the spatial inhomogeneity of tropical cyclone rainfall in China Open
The increasing impact of tropical cyclone (TC) rainfall underscores the need to understand regional variations in its spatial distribution. Using high-resolution satellite precipitation data from 1998-2023, this study investigates changes …
View article: Tropical Cyclone Track Prediction in the TCWC Indonesia Monitoring Area Using Deep Recurrent Neural Networks
Tropical Cyclone Track Prediction in the TCWC Indonesia Monitoring Area Using Deep Recurrent Neural Networks Open
Tropical Cyclones (TCs) are rapidly rotating large-scale storm systems and rank as the second most destructive natural hazards after earthquakes. Disaster mitigation in TC-prone regions is critical, particularly in view of the two-fold inc…
View article: How do cold pools influence the size of tropical cyclone embryos?
How do cold pools influence the size of tropical cyclone embryos? Open
The size of tropical cyclone (TC) embryos is an essential predictor of TC genesis. Recent studies have identified cold pools and planetary rotation as factors that increase and decrease TC embryo size. While the planetary rotation effect h…
View article: From Forecast to Action: A Deep Learning Model for Predicting Power Outages During Tropical Cyclones
From Forecast to Action: A Deep Learning Model for Predicting Power Outages During Tropical Cyclones Open
Power outages caused by tropical cyclones (TCs) pose serious risks to electric power systems and the communities they serve. Accurate, high-resolution outage forecasting is essential for enabling both proactive mitigation planning and real…
View article: How do cold pools influence the size of tropical cyclone embryos?
How do cold pools influence the size of tropical cyclone embryos? Open
The size of tropical cyclone (TC) embryos is an essential predictor of TC genesis. Recent studies have identified cold pools and planetary rotation as factors that increase and decrease TC embryo size. While the planetary rotation effect h…
View article: From Forecast to Action: A Deep Learning Model for Predicting Power Outages During Tropical Cyclones
From Forecast to Action: A Deep Learning Model for Predicting Power Outages During Tropical Cyclones Open
Power outages caused by tropical cyclones (TCs) pose serious risks to electric power systems and the communities they serve. Accurate, high-resolution outage forecasting is essential for enabling both proactive mitigation planning and real…
View article: Severe convective storm (SCS) environmental idealized sounding model - Python
Severe convective storm (SCS) environmental idealized sounding model - Python Open
Python code for severe convective storm (SCS) environmental idealized sounding model. Abstract: The idealized sounding framework designed by Chavas and Dawson (2021) revealed the fundamental dependence of the environmental effects of sever…
View article: Atmospheric Rivers and Marine Heatwaves: Interacting Drivers of Compound Coastal Flood Risk
Atmospheric Rivers and Marine Heatwaves: Interacting Drivers of Compound Coastal Flood Risk Open
Coastal regions worldwide face escalating flood risks due to climate change. This paper investigates the synergistic interaction between Atmospheric Rivers (ARs) and Marine Heatwaves (MHWs) as interacting drivers of compound coastal flood …
View article: Atmospheric Rivers and Extreme Precipitation: Amplifying Flood Risk in a Warming Climate
Atmospheric Rivers and Extreme Precipitation: Amplifying Flood Risk in a Warming Climate Open
This paper examines the intricate relationship between atmospheric rivers (ARs), extreme precipitation events, and the increasing risk of flooding in the context of a warming climate. Atmospheric rivers, concentrated corridors of water vap…
View article: Recalibrating the Meridional Engine: Anthropogenic Climate Change and the Future of Hadley, Ferrel, and Polar Cells
Recalibrating the Meridional Engine: Anthropogenic Climate Change and the Future of Hadley, Ferrel, and Polar Cells Open
Earth's general atmospheric circulation, primarily organized into the Hadley, Ferrel, and Polar cells, acts as a fundamental engine for global heat and moisture redistribution, profoundly shaping regional climates. This paper investigates …
View article: Atmospheric Rivers and Extreme Precipitation: Amplifying Flood Risk in a Warming Climate
Atmospheric Rivers and Extreme Precipitation: Amplifying Flood Risk in a Warming Climate Open
This paper examines the intricate relationship between atmospheric rivers (ARs), extreme precipitation events, and the increasing risk of flooding in the context of a warming climate. Atmospheric rivers, concentrated corridors of water vap…
View article: Atmospheric Rivers and Marine Heatwaves: Interacting Drivers of Compound Coastal Flood Risk
Atmospheric Rivers and Marine Heatwaves: Interacting Drivers of Compound Coastal Flood Risk Open
Coastal regions worldwide face escalating flood risks due to climate change. This paper investigates the synergistic interaction between Atmospheric Rivers (ARs) and Marine Heatwaves (MHWs) as interacting drivers of compound coastal flood …
View article: Recalibrating the Meridional Engine: Anthropogenic Climate Change and the Future of Hadley, Ferrel, and Polar Cells
Recalibrating the Meridional Engine: Anthropogenic Climate Change and the Future of Hadley, Ferrel, and Polar Cells Open
Earth's general atmospheric circulation, primarily organized into the Hadley, Ferrel, and Polar cells, acts as a fundamental engine for global heat and moisture redistribution, profoundly shaping regional climates. This paper investigates …
View article: ConvLSTM-based tropical cyclone intensity estimation and classification using satellite imagery over the North Indian ocean
ConvLSTM-based tropical cyclone intensity estimation and classification using satellite imagery over the North Indian ocean Open
Tropical cyclones pose significant threats to coastal regions, and have a major negative influence on the environment and society. Precise cyclone identification and intensity estimation are crucial for effective early warning systems and …
View article: Performance metrics of various models for binary cyclone intensity classification.
Performance metrics of various models for binary cyclone intensity classification. Open
Performance metrics of various models for binary cyclone intensity classification.
View article: Summary of methodologies in cyclone intensity estimation (2019–2025).
Summary of methodologies in cyclone intensity estimation (2019–2025). Open
Summary of methodologies in cyclone intensity estimation (2019–2025).
View article: pone.0330705.t008 -
pone.0330705.t008 - Open
Tropical cyclones pose significant threats to coastal regions, and have a major negative influence on the environment and society. Precise cyclone identification and intensity estimation are crucial for effective early warning systems and…
View article: Comparative performance of different models for binary cyclone classification.
Comparative performance of different models for binary cyclone classification. Open
Comparative performance of different models for binary cyclone classification.
View article: Shifting cyclone travel speed and its impact on global mangrove ecosystems
Shifting cyclone travel speed and its impact on global mangrove ecosystems Open
Cyclones cause major damage to mangrove ecosystems globally. While this damage is projected to increase as storms intensify with climate change, the consequences of changes in cyclone attributes other than wind speed remain largely unexplo…
View article: Direct Radiative Impacts of Stratospheric Aerosols on the Tropical Troposphere: Clouds, Precipitation, and Circulation in Convection-Resolving and Global Simulations
Direct Radiative Impacts of Stratospheric Aerosols on the Tropical Troposphere: Clouds, Precipitation, and Circulation in Convection-Resolving and Global Simulations Open
A concern for stratospheric aerosol injection (SAI) is that stratospheric aerosols could inadvertently alter rain and winds through mechanisms independent of the intended surface cooling. We here use a multi-model framework to investigate …
View article: pone.0330705.t007 -
pone.0330705.t007 - Open
Tropical cyclones pose significant threats to coastal regions, and have a major negative influence on the environment and society. Precise cyclone identification and intensity estimation are crucial for effective early warning systems and…
View article: pone.0330705.t006 -
pone.0330705.t006 - Open
Tropical cyclones pose significant threats to coastal regions, and have a major negative influence on the environment and society. Precise cyclone identification and intensity estimation are crucial for effective early warning systems and…
View article: Original satellite image of a tropical cyclone sourced from the cooperative institute for meteorological satellite studies (CIMSS).
Original satellite image of a tropical cyclone sourced from the cooperative institute for meteorological satellite studies (CIMSS). Open
Original satellite image of a tropical cyclone sourced from the cooperative institute for meteorological satellite studies (CIMSS).
View article: Example of misclassification, showing four consecutive cyclone images where the true class (Cyclonic Storm, CS) was incorrectly predicted as Very Severe Cyclonic Storm (VSCS).
Example of misclassification, showing four consecutive cyclone images where the true class (Cyclonic Storm, CS) was incorrectly predicted as Very Severe Cyclonic Storm (VSCS). Open
Example of misclassification, showing four consecutive cyclone images where the true class (Cyclonic Storm, CS) was incorrectly predicted as Very Severe Cyclonic Storm (VSCS).
View article: K-Means vs. Meanshift clustered datasets for cyclone intensity classification.
K-Means vs. Meanshift clustered datasets for cyclone intensity classification. Open
K-Means vs. Meanshift clustered datasets for cyclone intensity classification.