Observed large-scale and deep-reaching compound ocean state changes over the past 60 years
nature climate change
Article
https://doi.org/10.1038/s41558-025-02484-x
Observed large-scale and deep-reaching
compound ocean state changes over the
past 60 years
Received: 9 June 2025
Accepted: 10 October 2025
Published online: xx xx xxxx
Check for updates
Zhetao Tan 1,2, Karina von Schuckmann3, Sabrina Speich
Jiang Zhu 4 & Lijing Cheng 1,5
, Laurent Bopp2,
2
Multiple climate-related stressors affect the ocean, including warming,
acidification, deoxygenation and variations in salinity, with profound
effects on Earth system cycles, marine ecosystems and human well-being.
Nevertheless, a global perspective on the combined impacts of these
changes on both surface and subsurface ocean conditions remains unclear.
Here, applying a time-of-emergence methodology to observed physical and
biogeochemical variables, collectively referred to as compound climatic
impact-drivers, we show individual and compound ocean state changes
have become increasingly prominent globally over the past 60 years. In
particular, observations show the simultaneous emergence of compound
climatic impact-drivers in regions spanning the subtropical and tropical
Atlantic, the subtropical Pacific, the Arabian Sea and the Mediterranean
Sea. We highlight extensive exposure of different ocean layers to compound
emergence, characterized by significant intensity, duration and magnitude.
These results provide a comprehensive framework and perspective to
illustrate the ocean’s vulnerability to pervasive and interconnected changes
in a warming climate.
The ocean is vulnerable to a wide range of environmental stressors in a
warming climate1,2, commonly referred to as ‘climatic impact-drivers’
(CIDs)3,4, which include phenomena such as surface and subsurface
ocean warming, salinity variations, acidification, deoxygenation and
other changes in relevant biogeochemical variables5. The evolving
impacts of these CIDs on marine species, habitats and ecosystems,
and the resulting biological responses6, pose prominent threats to the
ocean’s overall health and resilience7.
Previous studies have examined the emergence of persistent
shifts in several individual CIDs in the context of increasing anthropogenic greenhouse gas (GHG) emissions8–11. Simultaneous changes
in these CIDs potentially amplify persistent pressures on marine life.
However, previous efforts have been limited to a subset of individual
CIDs9,10,12, focused on compound extreme events13,14, limited their
scope to sea surface conditions or specific ocean layers11,13,15,16, or relied
exclusively on model-derived data11,16. There is thus an urgent need
for a comprehensive global investigation of simultaneous changes
based on direct observations in multiple CIDs, hereafter referred to
as ‘compound CIDs’.
Of particular relevance is which regions have already experienced
substantial impacts from prolonged compound CIDs from the surface
to the deep ocean. The temporal and spatial dynamics (that is, when
and where), as well as the mechanisms underlying such changes (that
is, how), are also poorly understood. Here we focus on the concurrent
State key Laboratory of Earth System Numerical Modeling and Application, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing,
China. 2Laboratoire de Météorologie Dynamique, Institut Pierre Simon Laplace, Ecole Normale Supérieure–Université PSL, CNRS, Ecole Polytechnique,
Sorbonne Université, Paris, France. 3Mercator Ocean international, Toulouse, France. 4State Key Laboratory of Atmospheric Environment and Extreme
Meteorology, Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing, China. 5University of Chinese Academic of Sciences, Beijing,
China.
e-mail:
1
Nature Climate Change
Article
https://doi.org/10.1038/s41558-025-02484-x
BOX 1
Definitions for long-term compound CIDs, their emergence and
resulting exposure
CIDs have been well defined and studied4. They can provide the
climate change information of the physical science basis (IPCC
Working Group I) with its impacts, adaptation and vulnerability
(IPCC Working Group II), helping assess climate change risk
across various sectors and spheres4. Following the IPCC
Sixth Assessment Report, we define CIDs as “physical climate
system conditions (for example, means, trends, extremes) that
affect an element of society or ecosystems and their changes
can be detrimental, beneficial, neutral or a mixture of each
across interacting system elements and regions”89. However,
a comprehensive definition of compound CIDs with respect
to long-term changes remains elusive. In this assessment
framework, ‘compound CID’ refers to multiple CIDs occurring
simultaneously, which may have complex relationships and
interactions, such as through joint relationship90,91, causal
relationship92,93 and composite relationship94. They may
exhibit complex interactions that can potentially affect the
ocean by exacerbating or sometimes reducing the overall
effects95, thus posing challenges to the ocean27,96,97 (see Fig. 4
for an example of the composite relationship to the multiple
effects). Although similar terminologies have been used in
previous climate change studies92,93,98, precise definitions are
still lacking. In this framework, the joint relationship refers to
the case where the change of two or more independent CIDs
simultaneously influences the change of a dependent CID
(for example, temperature change together with salinity change
can lead to changes in ocean density and ocean stratification40).
The causal relationship here refers to a change in one CID that
causes a change in another CID (for example, warming can lead
to deoxygenation due to reduced solubility35). The composite
relationship refers to the combined effect of multiple causal
and joint relationships. That is, changes in multiple CIDs may
collectively affect the ocean and, in turn, induce potential positive
or negative feedback on a CID. For example, the joint relationship
between ocean warming and salinization and the causal
relationship between warming and deoxygenation may indicate
a
ToE and emergence metrics
2
itu
gn
Ma
)
nd
tre
(
de
|SNR|
O2
Duration (triple)
Noise
Single emergence
Baseline: 1960–1989
0
1960
1970
1980
1990
Year
b
Low
(short)
Normalization probability
Double
Triple emergence
emergence
Medium
High
(long)
2000
2010
2020
c
High exposure
Medium exposure
Low exposure
High
Medium
Median
Zero
Median + 1
median absolute
deviation
Low
Low
Medium
Low
Duration/intensity/magnitude
(normalized)
Intensity
1
Intensity
(SNR)
Mag
Medium
nitud
e
High
High
n
io
at
r
Du
Box Fig. 1 | The definition and assessment of CIDs for long-term change using the ToE since 1960. a, Definitions of single, double and triple
emergence of individual or compound CIDs for temperature (black), salinity (red) and dissolved oxygen (blue). The signal emergence metrics
(magnitude, intensity and duration) are defined (see Methods for detail). b, Normalized probability d (...truncated)