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Kevin Trenberth's avatar

There is much going on that is not fully clear.

I wrote the following as part of a draft paper in mid April:

Global warming progresses apace: Earth’s energy imbalance and global ocean heat content continue to increase

Earth’s energy imbalance reached its highest level, with the planet’s climate system accumulating heat primarily in the oceans. Driven by rising greenhouse gas emissions, the Earth currently retains more solar energy than it radiates back into space, with approximately 90% of this excess heat being absorbed by the global ocean. In 2025, global upper 2000-meter ocean heat content reached its highest level on record, with annual records being broken for nine consecutive years (2017–2025). The changes in clouds represent a strong positive feedback driven by changes in the atmospheric circulation.

Earth’s energy imbalance (EEI) is a fundamental metric of global Earth system change, quantifying the cumulative impact of natural and anthropogenic radiative forcings and feedbacks. Estimates of EEI change are obtained through satellite radiometric observations at the top of the atmosphere (TOA), while the quantification of EEI absolute magnitude is facilitated through heat inventory analysis. Globally, about 90% of heat uptake occurs as an increase in ocean heat content (OHC) (Cheng et al. 2022; Pan et al. 2026a), but there is no direct relationship locally. Suggestions have been made that the EEI heating is accelerating (Merchant et al 2025; Allan and Merchant 2025), along with sea surface temperatures (Foster and Ramstorf 2026) and OHC over the past four decades, but with much less evidence since about 2005 (Pan et al. 2026). Natural variability, including El Niño-Southern Oscillation (ENSO), complicate the climate change signal (Miyamoto et al. 2026) and many studies have not adequately accounted for such effects. Nevertheless, heating increases are occurring but driven mostly by changes in clouds and the atmosphere and ocean circulation (Trenberth et al. 2025; Allan and Merchant 2025; Tselioudis et al. 2025) in ways not fully understood.

Land is warming much faster than the oceans at the surface. In between the EEI at the TOA and the surface is the atmosphere and all the weather dynamics, so that changes in the atmospheric circulation and energy and water transports play a major role in influencing clouds and surface heat and water exchanges (fluxes) and ultimately OHC changes (Trenberth et al. 2025). Changes in atmospheric winds also alter ocean currents which further affect the atmosphere through changes in SSTs. Ocean heat transports are one consequence that contribute to the major differences between EEI and the OHC response, and can be deduced as a residual (Trenberth et al. 2005, Pan et al. 2026b). The latter show that ocean meridional heat transport follows ONI (ENSO) by 4 months, highlighting the role of natural variability also (Merchant et al. 2025; Tsuchida et al. 2026).

Because the ocean stores more than 90% of the excess energy associated with EEI, OHC provides one of the most robust measures of long-term climate change. Global OHC reached a new record high in 2025, marking the ninth consecutive record year, and the mean ocean warming rate increased markedly from pre-2005 values (Pan et al., 2026; Bao et al., 2026). This warming has become increasingly widespread, with about one-third of the global ocean ranking among its historical top three warmest states in 2025. Long-term warming extends from the surface into the deep ocean, although the magnitude of warming varies by depth and region. Strongest OHC warming has occurred in a distinctive zonal pattern near 30 to 45 latitude in both hemispheres (Trenberth et al. 2025). This spatially uneven warming suggests that regional OHC changes are shaped not only by net sea surface heat fluxes, including radiation, but also by oceanic heat transport, which redistributes heat across basins and latitudes and is influenced by climate variability such as ENSO (Pan et al., 2026b).

Global climate change arises from forcings external to the Earth system, and the primary forcing recognized is from human influences on the composition of the atmosphere. Burning of fossil fuels has led to over 50% increase in carbon dioxide in the atmosphere since pre-industrial times, and rates of increase have continued to grow through 2025. Increases in methane and nitrous oxide continue and are also caused by human activities. Changes in pollution (atmospheric aerosols) have complicated direct effects involving heating in some layers from carbonaceous aerosols but more generally cooling such as from increased sulfate particles. Several assessments indicate that effects of aerosol changes are mostly fairly minor. However, indirect effects on clouds are also profound.

As well as direct forcings, there are multiple feedbacks. Radiative cooling is a strong negative feedback. Increases in atmospheric water vapor, another greenhouse gas but short-lived, amplify warming, and a warming atmosphere can hold about 7% more water vapor per C temperature increase, as governed by the Clausius-Clapeyron equation. Loss of snow and ice also provide positive feedbacks through changes in albedo. Changes in clouds and cloud properties, in part from indirect effect of atmospheric aerosols, have been fraught.

Over the past few years, the global average surface temperature has increased more than expected, and in some cases has led to claims of acceleration of global warming (Foster & Rahmstorf 2026). It has been shown in a number of studies that this relates to how clouds have changed (Loeb et al 2025; Mauritsen et al. 2025; Merchant et al. 2025; Ceppi et al. 2026). Key changes include a reduction in overall cloud cover (specifically low-level reflective clouds), clouds moving to higher altitudes, and storm tracks shifting poleward, allowing more sunlight to reach the surface (Tselioudis et al. 2025; Trenberth et al. 2025). This has led to an increase in absorbed solar radiation (ASR), even as outgoing longwave radiation (OLR) has increased in association with higher temperatures.

It is not fully clear how much of the pronounced changes in atmospheric circulation and clouds is a response to forced climate change, as models forced with observed sea surface temperatures have tropical expansion rates that vary widely because of internal atmospheric variability (Miyamoto et al. 2026). Indeed, high temperatures in 2023 and 2024 are associated with a strong El Niño event, and global warming has been associated with jumps to new levels with such events (Trenberth 2015; Tsuchida et al 2026). However, as atmospheric reanalyses and global climate models do not replicate observed clouds and precipitation very well, this attribution remains a very important research question (Landsberg and Barnes 2026; Park and Soden, 2025; Allan and Merchant, 2025…)

Indeed, with human-induced climate change, more water vapor and heating strengthens convection making it taller and narrower, and broadens the subsidence regions in the subtropics and extratropics, thereby opening the “iris” of the planet (Lindzen et al. 2001). This is directly related to the observed changes in atmospheric circulation. Lindzen et al. claimed this was a negative feedback because it permits more radiation from the warmer lower atmosphere and surface to escape to space, and hence OLR would increase. However, fewer clouds also increase absorbed solar radiation (Trenberth & Fasullo 2009; Tselioudis et al. 2025), a factor not accounted for in Lindzen’s analysis, and the net result is a pronounced positive feedback. It remains a challenge for climate models and atmospheric reanalyses to simulate these observed changes.

Dominik Lenné's avatar

In the end, for me , it's record-schmecord. It's somehow entertaining, yes, but the bottom line is: the whole thing is becoming somewhat uncomfortably fast.

Slightly OT: cloud simulation has been the achilles heel of earth models until now - the biggest source of uncertainty. The discussion around lower albedo, faster warming is largely centered around clouds. Better modelling would be invaluable here. So, as a suggestion, I would really love to see a post about AR7 models and progress in cloud simulation.

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