Characterizing global tropical cyclone events of 2024

  • Abstract
  • Literature Map
  • Similar Papers
Abstract
Translate article icon Translate Article Star icon

Abstract Full impact assessment of tropical cyclones each year requires a comprehensive sociodemographic analysis. We evaluated the sociodemographic characteristics of tropical cyclone-impacted regions during the 2024 calendar year in the recent historical context of 1980–2024. In 2024, tropical cyclone-force winds affected an estimated 429 902 820 people (5.5% of global population), the 12th highest since 1980, in disproportionately more deprived areas. Hurricane-force winds affected an estimated 59 672 600 people (0.8%), the 10th highest since 1980, in disproportionately less deprived areas. Our findings provide a global context for tropical cyclones to better guide resilience and recovery efforts.

Similar Papers
  • Research Article
  • Cite Count Icon 11
  • 10.1029/2022pa004510
End‐Member Mixing Analysis as a Tool for the Detection of Major Storms in Lake Sediment Records
  • Nov 1, 2022
  • Paleoceanography and Paleoclimatology
  • R Timothy Patterson + 7 more

Major Tropical Cyclone (TC) events cause extensive damage in coastal regions of the western North Atlantic Basin. The short instrumental record leaves significant gaps in understanding long‐term trends in TC recurrence and intensity, creating uncertainty about future storm trends. Analysis of an ∼520‐year core record from Harvey Lake, located >80 km from the Atlantic coast in southwestern New Brunswick, Canada was carried out using: (a) end‐member mixing analysis (EMMA) of lake sediment grain size data to identify storm‐linked sedimentological processes; and (2) ITRAX X‐ray fluorescence (XRF) derived element/ratios (Fe, Ti, Ca/Sr, Zr/Rb, K/Rb, and Br + Cl/Al) associated with precipitation, weathering, catchment runoff, and air masses. Three derived end members were correlated to heavy rainfall events (EM01), spring freshet (EM02), and TCs (EM03). CONISS analysis of the EMMA and XRF core data resulted in recognition of four unique climatic zones distinguished by distinct distributions of TC and rainfall/weathering/runoff/and air masses. Numerous, major (EM01) rainfall events and (EM03) TC events characterized the basal core record during the early Little Ice Age (LIAa; Zone 1) phase, terminating at ∼1645. A near cessation of heavy rainfall and TC events differentiated the subsequent colder LIAb (∼1645–1825; Zone 2) and subsequent Little Ice Age Transition (∼1825–1895; Zone 3). A resurgence of major rainfall and TC events occurred during recovery from the LIA starting in ∼1895 (Zone 4). EMMA provides a robust tool for recognition of TC and major rainfall events, and greatly expands the potential for paleo‐storm activity research well inland from coastal regions.

  • Research Article
  • Cite Count Icon 4
  • 10.1175/jtech-d-18-0065.1
Cross-validation of rainfall characteristics estimated from the TRMM PR, a combined PR-TMI algorithm and a C-POL ground-radar during the passage of tropical cyclone and non-tropical cyclone events over Darwin, Australia.
  • Nov 29, 2018
  • Journal of Atmospheric and Oceanic Technology
  • Anil Deo + 2 more

This study cross-validates the radar reflectivity Z, the rainfall drop size distribution parameter (median volume diameter, Do ) and the rainfall rate R estimated from the Tropical Rainfall Measuring Mission (TRMM) satellite Precipitation Radar (PR), a combined PR and TRMM Microwave Imager (TMI) algorithm (COM) and a C-band dual-polarised ground-radar (GR) for TRMM overpasses during the passage of tropical cyclone (TC) and non-TC events over Darwin, Australia. Two overpass events during the passage of TC Carlos and eleven non-TC overpass events are used in this study and the GR is taken as the reference. It is shown that the correspondence is dependent on the precipitation type whereby events with more (less) stratiform rainfall usually have a positive (negative) bias in the reflectivity and the rainfall rate whereas in the Do the bias is generally positive but small (large). The COM reflectivity estimates are similar to the PR but it has a smaller bias in the Do for most of the greater stratiform events. This suggests that combining the TMI with the PR adjusts the Do towards the "correct" direction if the GR is taken as the reference. Moreover, the association between the TRMM estimates and the GR for the two TC events, which are highly stratiform in nature, is similar to that observed for the highly stratiform non-TC events (there is no significant difference) but it differs largely from that observed for the majority of the highly convective non-TC events.

  • Book Chapter
  • Cite Count Icon 10
  • 10.1007/978-3-642-40695-9_7
Influence of Tropical Storms in the Northern Indian Ocean on Dust Entrainment and Long-Range Transport
  • Jan 1, 2014
  • V Ramaswamy

Ninety five tropical cyclonic events (tropical storms, depressions and cyclones) between 2001 and 2010 were studied to determine their impact on dust outbreaks and long-range transport over the northern Indian Ocean and south Asia. In addition to the winter and summer Shamal Winds, tropical cyclones are an important mechanism of dust entrainment and transport of dust in this region. Elevated dust levels were observed in the northern Arabian Sea during most tropical cyclone events. During the study period, fifteen tropical cyclones migrated close to the dust source areas leading to major dust storms. Anti-clockwise winds associated with these storms were observed to entrain dust and transport it mostly towards the west or south-westerly direction. Tropical cyclones and storms, located further away from dust source areas, significantly alter the dispersal pathways of dust plumes raised by other mechanisms. The Northern Bay of Bengal cyclone events are shown to aid advection of dust plumes from southwest Asia and Thar Desert over highly populated regions of the Indian Subcontinent. Tropical cyclones also play an important role in dispersal of fine-mode aerosols over South Asia and formation of complex aerosol-dust mixtures.

  • Research Article
  • Cite Count Icon 15
  • 10.1186/s40623-021-01388-2
The ionospheric condition and GPS positioning performance during the 2013 tropical cyclone Usagi event in the Hong Kong region
  • Mar 9, 2021
  • Earth, Planets and Space
  • Shiwei Yu + 1 more

The ionosphere plays a critical role in the electromagnetic waves in communication systems such as the global positioning system (GPS). However, it is suspected that the strong convection during the tropical cyclone (TC) events can be a trigger to anomalous electron density variation in the ionosphere. This study analyzed the variation of three ionosphere-related parameters based on the GPS data including scintillation index S4, cycle slips, and total electron content (TEC) rate (TECR) during the tropical cyclone event (the 2013 TC Usagi) in the Hong Kong region. The results showed that the ionosphere-related parameters had a consistent significant increase on the second day after the Usagi made landfall near Hong Kong. Consequently, the positioning performance of GPS precise point positioning (PPP) and relative positioning modes was degraded. The degradation was ~ 138%, ~ 181%, and ~ 460% in the east (root mean square (RMS) 0.050 m), north (RMS 0.045 m), and up (RMS 0.185 m), respectively, compared with the RMS of 0.021 m in the east, 0.016 m in the north, and 0.033 m in the up on the normal day. Regarding the relative positioning, the positioning errors in the east (RMS 0.134 m) and north (RMS 0.118 m) directions were ~ 7.1 and ~ 7.9 times, respectively, as large as the RMS of 0.019 m in the east and 0.015 m in the north on the normal day. The positioning errors in the up (RMS 0.513 m) direction were ~ 12.2 times larger than the RMS of 0.042 m on the normal day.

  • Research Article
  • Cite Count Icon 11
  • 10.1175/mwr-d-22-0094.1
An Experimental 1-km Warn-on-Forecast System for Hazardous Weather Events
  • Nov 1, 2022
  • Monthly Weather Review
  • Yaping Wang + 4 more

An experimental Warn-on-Forecast System (WoFS) ensemble data assimilation (DA) and prediction system at 1-km grid spacing is developed and tested using two landfalling tropical cyclone (TC) events, one springtime severe thunderstorm event, and one summertime flash flood event. To evaluate the impact of DA at 1-km grid spacing, two experiments are conducted. One experiment, namely, the WoFS-1km, generates 3-h ensemble forecasts from the 1-km WoFS analyses while another experiment, namely, the Downscaled-1km, generates 3-h ensemble forecasts from downscaled 3-km analyses. With 1-km DA, the two landfalling TC events and the summertime event show some improvement in predicting high reflectivity, while the springtime event performs worse. Meanwhile, WoFS-1km is slightly better at predicting heavier precipitation (>20 mm h−1) with lower bias. However, heavy precipitation spatial placement error is only mitigated in one TC event and the summertime event with 1-km DA but is neutral or worse in the other two events. Object-based verification for rotation objects indicates that WoFS-1km performs better in one of the TC events, but worse in the springtime event with lower probability of detection and higher false alarm ratio due to fewer strong rotation objects being generated. The forecast skill of WoFS-1km for the springtime event is degraded mainly because the convective cores do not sufficiently develop as the forecast advances. The conditional benefits from 1-km DA in this study highlights the need for evaluation of a larger sample of convective storm cases and further development of the system.

  • Research Article
  • Cite Count Icon 23
  • 10.1175/jcli-d-15-0048.1
A Climatology of Multiple Tropical Cyclone Events
  • Jun 16, 2016
  • Journal of Climate
  • Benjamin A Schenkel

The present study provides a climatology of multiple tropical cyclone (TC) events (MTCEs) and the potential environmental factors responsible for triggering MTCEs in the North Atlantic (NATL), eastern North Pacific (EPAC), and western North Pacific (WPAC). While single TC events (STCEs) occur more frequently than MTCEs in each basin, a substantial fraction (34%–57%) of all TCs within each basin occur during MTCEs. Comparison of the total monthly number of MTCEs and STCEs reveals significant correlations (0.79 ≤ R ≤ 0.90), while nonsignificant correlations exist between the annual number of MTCEs and STCEs. New TCs that form during MTCEs occur in the eastern main development region east of the STCE formation location in the NATL and EPAC, while new TC formation locations are spread evenly throughout the WPAC during both MTCEs and STCEs. The spatiotemporal separation between TCs during MTCEs is consistent among basins with median zonal distances between TCs of ~(1640–2010) km and median temporal separation between TC formation of 3.00–3.25 days. Composites of EPAC MTCEs suggest the existence of significantly stronger large-scale intraseasonal anomalies compared to STCEs, which may favor EPAC MTCE occurrence. Eastward zonal group velocities and the agreement of the zonal wavelength of TC-induced Rossby waves with the observed zonal distance between TCs suggests that Rossby wave radiation may contribute to a substantial fraction of MTCEs in all basins. These results suggest remarkable similarity in MTCE characteristics among basins, while potentially indicating that the large-scale environment is preconditioned for EPAC MTCE occurrence.

  • Research Article
  • Cite Count Icon 21
  • 10.1016/j.ecss.2022.107765
Swell-driven sediment resuspension in the Yangtze Estuary during tropical cyclone events
  • Jan 31, 2022
  • Estuarine, Coastal and Shelf Science
  • Yuan-Guang Huang + 10 more

Swell-driven sediment resuspension in the Yangtze Estuary during tropical cyclone events

  • Research Article
  • Cite Count Icon 3
  • 10.3389/feart.2020.598473
Evaluation of Simulation Capability for Multiple Tropical Cyclone Events in the Western North Pacific of the UH_HCM Model
  • Jan 19, 2021
  • Frontiers in Earth Science
  • Tianhang Li + 3 more

The intraseasonal variability of multiple tropical cyclone (MTC) events in the western North Pacific (WNP) during 1979–2015 is analyzed using the best-track dataset archived at the Joint Typhoon Warning Center. MTC events are divided into three phases according to the time intervals of the tropical cyclone (TC) genesis, that is, active, normal, and inactive phases. Composite analysis results indicate that MTC events tend to occur in the active phase when the monsoon trough is stronger and located farther north than at other times. Initialized by the data from a 10-year stable running result, a 12-year control experiment is carried out using the hybrid atmosphere–ocean coupled model developed at the University of Hawaii (UH_HCM model) to evaluate its simulation capability. Compared with the climate observations, the model shows good skill in simulating the large-scale environmental conditions in the WNP, especially the subtropical high and the monsoon trough. In addition, the model can well simulate the climate characteristics of TCs in the WNP, as well as the differences in each MTC phase. However, the simulated frequency of TCs is less and their locations are more northeast, compared with the observations. The vorticity and moisture in the model appear to be the two main factors affecting MTC activity based on analyses of the genesis potential index.

  • Research Article
  • Cite Count Icon 15
  • 10.1175/jcli-d-17-0088.1
Are Multiple Tropical Cyclone Events Similar among Basins?
  • Aug 1, 2017
  • Journal of Climate
  • Benjamin A Schenkel

The present study intercompares multiple tropical cyclone event (MTCE) characteristics among each global tropical cyclone (TC) basin using best-track data. Specific focus is placed on examining the number of MTCEs and TCs during MTCEs, the zonal distance between TCs during MTCEs, and the spatiotemporal separation between genesis events during MTCEs. The results suggest that the ratio of MTCEs relative to single TCs is substantially higher in the eastern North Pacific (ENP), western North Pacific (WNP), and south Indian Ocean (SI) basins compared to the North Atlantic (NA) and South Pacific (SP). The prolific nature of ENP, WNP, and SI MTCE activity results in approximately half of TCs occurring during MTCEs. During new TC genesis, the majority of preexisting TCs are generally located westward at a consistent zonal distance from new TC genesis for MTCEs within each basin with median values between −1620 and −1961 km. TC-induced Rossby wave dispersion may set this zonal length scale as implied by its moderate-to-strong correlations (R = 0.38–0.85; p < 0.05) with the shallow-water zonal wavelength of TC-induced stationary Rossby waves. A substantial majority of TC genesis events occur progressively eastward during ENP, WNP, and SP MTCEs, whereas NA and SI MTCEs exhibit no such tendency. Last, the temporal separation between the genesis of preexisting and new TCs is generally similar among basins with median values between 3 and 4 days. Together, these results are indicative of unusual similarity in MTCE characteristics among basins despite differences in environmental and TC characteristics in each basin.

  • Preprint Article
  • 10.5194/icuc12-775
Continual tropical cyclone and extreme urban heat (TC-Heat) compound events under East Asian metropolitan cities’ footprint
  • May 21, 2025
  • Man Hei Jeffrey Chang + 2 more

The development of megacities and irreversible trends in global warming have brought us new hazards through compound extreme weather events in the urban society. Extreme hot days are occasionally observed with subsidence and stagnant air conditions driven by far-distance approaching tropical cyclones. Instead of the cross-boundary poor air quality during the stagnant days, urban heat can also be potentially advected with a long-range air-mass transport under the tropical cyclone and extreme heat compound (TC-heat) events. Our previous study had suggested the peripheral circulation of distant TC located at 500-1250 km from Hong Kong may drive the downwind heating footprint from inland China to coastal cities. By integrating the gridded data from newly developed Japanese Reanalysis for Three Quarters of a Century (JRA-3Q) and ERA5-Land reanalysis dataset, this study aims to further explore the decadal variation in TC activities over the East-Asia domain (China, Japan, and Korea) under climate change, also to explore the patterns of 95th percentile extremes in TC peripheral subsidence warming from 1990s, 2000s to 2010s, and the amplification of extreme TC-Heat risks with Wet-bulb globe temperature (WBGT) thermal indices in urbanized areas. Probabilistic TC-Heat risk maps were generated to indicate the potential “hotspots” for different cities when TC are located at different assessment grids. The risk maps can provide heat adaptation and resilience recommendations on the heat threat vulnerable groups in different countries and cities to safeguard their citizens from experiencing extreme heat mortality in our future cities.

  • Research Article
  • 10.1175/jcli-d-25-0001.1
Spatial Diversity of Multiple Tropical Cyclone Events over the Western North Pacific and Associated Physical Processes
  • Sep 1, 2025
  • Journal of Climate
  • Zheng-Hang Fu + 2 more

Multiple tropical cyclone (TC) events (MTCEs) can cause disproportionate damages beyond the cumulative impacts of individual TCs, yet their physical processes and driving mechanisms remain poorly understood. This study focuses on spatial diversity in MTCE occurrence and their associated physical processes over the western North Pacific (WNP). Based on spatial features, MTCEs are objectively classified into three clusters: eastern induced (EI) cluster, western induced in the nearshore (WI-N) cluster, and western induced in the open sea (WI-O) cluster. The EI cluster is driven by the strengthened South China Sea summer monsoon, with TCs forming within the monsoon trough and confluence regions. The WI-N cluster primarily arises from the interaction between the monsoon westerlies and easterlies associated with an anomalous anticyclone. The WI-N cluster is characterized by tropical wave trains, potentially linked to TC-induced Rossby wave dispersion and easterly waves. Dynamic genesis potential analysis reveals that enhanced midlevel vertical motion dominates the dynamic factors controlling the MTCE formation across the WNP. Meanwhile, barotropic energy conversions, arising from the convergence and meridional shear of large-scale zonal winds, serve as the primary sources of eddy kinetic energy for MTCE formation. Upper-level baroclinic energy conversions also play a significant role, especially for the WI-N and WI-O clusters. Time decomposition reveals that factors across multiple time scales, including the quasi-biweekly oscillation, intraseasonal oscillations, and low-frequency variability, contribute to WNP-MTCE formation. Our findings offer a comprehensive view to better understand the spatial diversity of MTCE over the WNP.

  • Research Article
  • Cite Count Icon 26
  • 10.1175/jamc-d-12-0276.1
Global Identification of Previously Undetected Pre-Satellite-Era Tropical Cyclone Candidates in NOAA/CIRES Twentieth-Century Reanalysis Data
  • Oct 1, 2013
  • Journal of Applied Meteorology and Climatology
  • Ryan E Truchelut + 2 more

Prior to the satellite era, limited synoptic observation networks led to an indefinite number of tropical cyclones (TCs) remaining undetected. This period of decreased confidence in the TC climatological record includes the first two-thirds of the twentieth century. While prior studies found that this undersampling exists, disagreement regarding its magnitude has caused difficulties in interpreting multidecadal changes in TC activity. Previous research also demonstrated that reanalyses can be used to extend TC climatology, utilizing the NOAA/Cooperative Institute for Research in Environmental Sciences (CIRES) Twentieth-Century Reanalysis to manually identify previously unknown Atlantic Ocean basin potential TCs. This study expands the spatiotemporal scope of the earlier work by presenting a filtering algorithm that dramatically improves the efficiency with which candidate events are identified in the reanalysis. This algorithm was applied to all tropical basins for the years 1871–1979, resulting in the first quantitative and objective global TC candidate event counts for the decades prior to formal recordkeeping. Observational verification performed on a subset of these events indicates that the algorithm identifies potential missing TCs at a success rate approximating that of earlier work with a significant decrease in the amount of time required. Extrapolating these proportions to all of the candidate events identified suggests that this method may help to locate hundreds of previously unknown TCs worldwide for future study and cataloging. As such, the dataset produced by this research is a source of independent guidance for use in ongoing and future TC climatology revision efforts to produce a more complete historical record more quickly than with current methods.

  • Research Article
  • 10.1016/j.tcrr.2024.02.002
The weakening effect of urbanization on tropical cyclone surface winds : An observational study for Shanghai
  • Feb 29, 2024
  • Tropical Cyclone Research and Review
  • Lechuan Zhang + 3 more

The weakening effect of urbanization on tropical cyclone surface winds : An observational study for Shanghai

  • Research Article
  • Cite Count Icon 8
  • 10.1175/jcli-d-22-0623.1
On the Role of Sea Surface Temperature in the Clustering of Global Tropical Cyclone Formation
  • May 1, 2023
  • Journal of Climate
  • Chanh Kieu + 4 more

This study examines the potential impacts of large-scale atmospheric circulations that are forced by sea surface temperatures (SST) on global tropical cyclone (TC) formation. Using the Geophysical Fluid Dynamics Laboratory (GFDL) global atmosphere and land surface model, version 4 (AM4), under different SST distributions, it is found that the east–west clustering of global TC formation is mainly governed by large-scale circulations in response to given SSTs, instead of direct ocean surface fluxes associated with zonal SST anomalies. Our zonally homogeneous SST simulations in the presence of realistic surface coverage show that TC clusters still emerge as a result of the breakdown of zonal circulations related to land–sea distribution, which produce specific “hotspots” for global TC formation. Sensitivity experiments with different climate warming scenarios and model physics confirm the persistence of these TC clusters in the absence of all zonal SST variations. These robust results offer new insights into the effects of large-scale circulation and terrain forcing on TC clusters beyond the traditional view of direct SST impacts, which are based on the direct alignment of the warmest SST regions and TC clusters. In addition, our experiments also capture internal variability of the global TC frequency, with an average fluctuation of 6–8 TCs at several dominant frequencies of ∼3, 6, and 9 years, even in the absence of all SST interannual variability and ocean coupling. This finding reveals an intrinsic “noise” level of the global TC frequency that one has to take into account when examining the past and future trends in TC activity and their related significance or detectability. Significance Statement In this study, the clustering of global tropical cyclone (TC) formation is investigated, using global simulations under different idealized sea surface temperature (SST) distributions. Our results show that it is the response of the large-scale tropical circulations to SST anomalies that is mostly responsible for the clustering of global TC formation rather than surface flux differences. It is also found that the tropical atmosphere contains inherent fluctuations in the global TC frequency of 6–8 TCs every 3–9 years, even in the absence of all SST interannual and zonal variability. These results offer new insight into the role of tropical dynamics in governing TC climatology and suggest possible mechanisms underlying the clustering of global TC formation under different climate conditions.

  • Research Article
  • Cite Count Icon 8
  • 10.1016/j.marpolbul.2022.114553
The impacts of Persian Gulf water and ocean-atmosphere interactions on tropical cyclone intensification in the Arabian Sea
  • Jan 25, 2023
  • Marine Pollution Bulletin
  • Majid Pourkerman + 9 more

The impacts of Persian Gulf water and ocean-atmosphere interactions on tropical cyclone intensification in the Arabian Sea

Save Icon
Up Arrow
Open/Close