Fewer but More Intense: Changes in Extreme Precipitation Cells from Global Kilometer-Scale Climate Modeling

Copernicus Publications (2025)

Authors:

Fabian Senf, Leonie Hartog, William Jones

Abstract:

Earth system modeling is currently undergoing an exciting transformation, thanks to new technical capabilities that allow for significant spatial refinement. For the first time, these capabilities allow us to explicitly simulate extreme precipitation and its effects on climate-relevant timescales on a global scale. Thus, new Earth system data from high-resolution modeling approaches offer an exciting foundation for new analyses and research. In our study, we examine the distribution and changes in extreme precipitation from global simulations. We obtained this data from the ICON Earth system model simulations conducted within the nextGEMS project, which aims to create future projections up to the year 2050 with a grid spacing of approximately 5 km. Our analysis focuses on the portion of precipitation contributing to the top ten percent of globally accumulated precipitation. Using the open-source tool tobac we identify and track the resulting precipitation cells over time. Our analysis reveals that warming causes the most extreme precipitation cells to become more intense. At the same time, the data shows a significant decrease in the total number of cells, resulting in fewer, more intense extremes. Finally, we discuss these findings in relation to changes in the spatial distribution of the cells and changed environmental conditions.

Studying aerosol, clouds, and air quality in the coastal urban environment of Southeastern Texas

Bulletin of the American Meteorological Society American Meteorological Society (2025)

Authors:

Michael P Jensen, James H Flynn, Jorge E Gonzalez-Cruz, Laura M Judd, Pavlos Kollias, Chongai Kuang, Greg M McFarquhar, Heath Powers, Prathap Ramamurthy, John Sullivan, Allison C Aiken, Sergio L Alvarez, Peter Argay, Brian Argrow, Tyler M Bell, Doug Boyer, Sarah D Brooks, Eric C Bruning, Kelcy Brunner, Brian Butterworth, Radiance Calmer, Christopher D Cappa, Rajan K Chakrabarty, V Chandrasekar, Chun-Ying Chao, Bo Chen, Swarup China, Don R Collins, Scott M Collis, Sean Crowell, Rachael Dal Porto, Gijs de Boer, Min Deng, Darielle Dexheimer, Aryeh J Drager, Xuanlin Du, Manvendra K Dubey, Andrew M Dzambo, Montana Etten-Bohm, Jiwen Fan, Ryan Farley, Ya-Chien Feng, Yan Feng, Marta Fenn, Richard E Ferrare, Samuel Flusche, Ann M Fridlind, Joseph Galewsky, Harold Gamarro, Samuel Gardner

Abstract:

A multi-agency succession of field campaigns was conducted in southeastern Texas during July 2021 through October 2022 to study the complex interactions of aerosols, clouds and air pollution in the coastal urban environment. As part of the Tracking Aerosol Convection interactions Experiment (TRACER), the TRACER- Air Quality (TAQ) campaign the Experiment of Sea Breeze Convection, Aerosols, Precipitation and Environment (ESCAPE) and the Convective Cloud Urban Boundary Layer Experiment (CUBE), a combination of ground-based supersites and mobile laboratories, shipborne measurements and aircraft-based instrumentation were deployed. These diverse platforms collected high-resolution data to characterize the aerosol microphysics and chemistry, cloud and precipitation micro- and macro-physical properties, environmental thermodynamics and air quality-relevant constituents that are being used in follow-on analysis and modeling activities. We present the overall deployment setups, a summary of the campaign conditions and a sampling of early research results related to: (a) aerosol precursors in the urban environment, (b) influences of local meteorology on air pollution, (c) detailed observations of the sea breeze circulation, (d) retrieved supersaturation in convective updrafts, (e) characterizing the convective updraft lifecycle, (f) variability in lightning characteristics of convective storms and (g) urban influences on surface energy fluxes. The work concludes with discussion of future research activities highlighted by the TRACER model-intercomparison project to explore the representation of aerosol-convective interactions in high-resolution simulations.

Regional variability of aerosol impacts on clouds and radiation in global kilometer-scale simulations

Atmospheric Chemistry and Physics European Geosciences Union 25:14 (2025) 7789-7814

Authors:

Ross Herbert, Andrew Williams, Carl Weiss, duncan Watson-Parris, Elisabeth Dingley, Daniel Klocke, Philip Stier

Abstract:

Anthropogenic aerosols are a primary source of uncertainty in future climate projections. Changes to aerosol concentrations modify cloud radiative properties, radiative fluxes, and precipitation from the micro- to the global scale. Due to computational constraints, we have been unable to explicitly simulate cloud dynamics in global-scale simulations, leaving key processes, such as convective updrafts, parameterized. This has significantly limited our understanding of aerosol impacts on convective clouds and climate. However, new state-of-the-art climate models are capable of representing these scales. In this study, we used the kilometer-scale Icosahedral Nonhydrostatic (ICON) earth system model to explore the global-scale rapid response of clouds and precipitation to an idealized distribution of anthropogenic aerosol via aerosol-cloud interactions (ACI) and aerosol-radiation interactions (ARI). In our simulations over 30 days, we find that the aerosol impacts on clouds and precipitation exhibit strong regional dependence. The impact of ARI and ACI on clouds in isolation shows some consistent behavior, but the magnitude and additive nature of the effects are regionally dependent. Some regions are dominated by either ACI or ARI, whereas others behaved nonlinearly. This suggests that the findings of isolated case studies from regional simulations may not be globally representative; ARI and ACI cannot be considered independently and should both be interactively represented in modelling studies. We also observe pronounced diurnal cycles in the rapid response of cloud microphysical and radiative properties, which suggests the usefulness of using polar-orbiting satellites to quantify ACI and ARI may be more limited than presently assumed. The simulations highlight some limitations that need to be considered in future studies. Isolating kilometerscale aerosol responses from internal variability will require longer averaging periods or ensemble simulations. It would also be beneficial to use interactive aerosols and assess the sensitivity of the conclusions to the cloud microphysics scheme.

ICON-HAM-lite 1.0: simulating the Earth system with interactive aerosols at kilometer scales

Geoscientific Model Development European Geosciences Union 18:12 (2025) 3877-3894

Authors:

Philipp Weiss, Ross Herbert, Philip Stier

The warming effect of black carbon must be reassessed in light of observational constraints

Cell Reports Sustainability Elsevier (2025) 100428

Authors:

Gunnar Myhre, Bjørn H Samset, Camilla Weum Stjern, Øivind Hodnebrog, Ryan Kramer, Chris Smith, Timothy Andrews, Olivier Boucher, Greg Faluvegi, Piers M Forster, Trond Iversen, Alf Kirkevåg, Dirk Olivié, Drew Shindell, Philip Stier, Duncan Watson-Parris

Abstract:

Anthropogenic emissions of black carbon (BC) aerosols are generally thought to warm the climate. However, the magnitude of this warming remains highly uncertain due to limited knowledge of BC sources; optical properties; and atmospheric processes such as transport, removal, and cloud interactions. Here, we assess and constrain estimates of the historical warming influence of BC using recent observations and emission inventories. Based on simulations from four climate models, we show that the current global mean surface temperature change from anthropogenic BC due to aerosol-radiation interaction spans a factor of three—from +0.02 ± 0.02 K to +0.06 ± 0.05 K. Rapid atmospheric adjustments reduce the instantaneous radiative forcing by nearly 50% (multi-model mean), substantially lowering the net warming. Yet, recent satellite constraints suggest a stronger effect, highlighting the need for a more comprehensive reassessment of BC’s climate influence.