How Much of the Interannual Variability in Western North Pacific Tropical Cyclone Activity Is Driven by Sea Surface Temperature? Evidence From CMIP6 HighResMIP Simulations

Abstract Tropical cyclone (TC) activity over the western North Pacific (WNP) exhibits substantial interannual variability, often attributed to sea surface temperature (SST) anomalies across the global oceans. However, the extent to which this variability can be driven by SST forcing remains unclear. Here we examine WNP TC activity simulated by five high‐resolution atmospheric models from the High Resolution Model Intercomparison Project, all of which are forced by observed SSTs. These SST‐forced simulations collectively reproduce key climatological characteristics of WNP TC activity, including their spatial distribution and seasonal evolution. On interannual timescales, the multi‐model mean captures variations in TC genesis frequency, track frequency, and power dissipation index over 1980–2014, with statistically significant correlation coefficients of 0.51, 0.62, and 0.65, respectively—indicating that SST forcing can account for approximately 30%–40% of the observed variability. This SST‐driven variability is closely linked to realistic simulations of large‐scale environmental conditions, as quantified by the dynamic genesis potential index, which largely controls both the spatial distribution and temporal variability of TC genesis. Further analysis reveals that trans‐basin SST anomalies—particularly those associated with the Pacific Meridional Mode, the Indian Ocean, and the North Atlantic—play a dominant role in modulating these large‐scale environments. Nonetheless, over half of the interannual variance in TC activity cannot be forced by SST, highlighting the limits of SST‐based seasonal prediction. These results underscore the importance of SST forcing while also pointing to the need for improved understanding of additional drivers of WNP TC variability.

Authors

Institutions

Publication Details

Journal
Journal of Geophysical Research Atmospheres
Published
2026-01-03
DOI
https://doi.org/10.1029/2025jd044812
Primary Topic
Tropical and Extratropical Cyclones Research
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

How Much of the Interannual Variability in Western North Pacific Tropical Cyclone Activity Is Driven by Sea Surface Temperature? Evidence From CMIP6 HighResMIP Simulations

Liguang Wu, Jian Cao, Cunbao Wang, Guolong Miao et al.
Journal of Geophysical Research Atmospheres
Tropical and Extratropical Cyclones Research
article

How Much of the Interannual Variability in Western North Pacific Tropical Cyclone Activity Is Driven by Sea Surface Temperature? Evidence From CMIP6 HighResMIP Simulations

Liguang Wu, Jian Cao, Cunbao Wang, Guolong Miao, Hang Zhao
article en

Abstract

Abstract Tropical cyclone (TC) activity over the western North Pacific (WNP) exhibits substantial interannual variability, often attributed to sea surface temperature (SST) anomalies across the global oceans. However, the extent to which this variability can be driven by SST forcing remains unclear. Here we examine WNP TC activity simulated by five high‐resolution atmospheric models from the High Resolution Model Intercomparison Project, all of which are forced by observed SSTs. These SST‐forced simulations collectively reproduce key climatological characteristics of WNP TC activity, including their spatial distribution and seasonal evolution. On interannual timescales, the multi‐model mean captures variations in TC genesis frequency, track frequency, and power dissipation index over 1980–2014, with statistically significant correlation coefficients of 0.51, 0.62, and 0.65, respectively—indicating that SST forcing can account for approximately 30%–40% of the observed variability. This SST‐driven variability is closely linked to realistic simulations of large‐scale environmental conditions, as quantified by the dynamic genesis potential index, which largely controls both the spatial distribution and temporal variability of TC genesis. Further analysis reveals that trans‐basin SST anomalies—particularly those associated with the Pacific Meridional Mode, the Indian Ocean, and the North Atlantic—play a dominant role in modulating these large‐scale environments. Nonetheless, over half of the interannual variance in TC activity cannot be forced by SST, highlighting the limits of SST‐based seasonal prediction. These results underscore the importance of SST forcing while also pointing to the need for improved understanding of additional drivers of WNP TC variability.

Journal of Geophysical Research AtmospheresVol. 131(1)
Nanjing University of Information Science and Technology (CN), Fudan University (CN), Ministry of Education (BD)
National Natural Science Foundation of China, Nanjing University of Information Science and Technology, Nanjing University
Life below water
Openalex Percentile: Top 98%
Tropical and Extratropical Cyclones Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.