UNSW Climate Change Research Centre

UNSW Climate Change Research Centre

@ccrc.bsky.social

A multi-disciplinary research group based at UNSW, Australia. Affiliated to @21stcenturyweather.bsky.social and @antarcticsciaus.bsky.social CCRC houses research expertise in the key areas of Earth's climate: atmospheric, oceanic & terrestrial processes

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Authors compared the simulations to pre-existing proxy data and assessd whether recorded oxygen changes are relevant for the future climate, and found that large-scale circulation changes (such as AMOC collapse) can drive opposite oxygen responses in the Atlantic vs. Pacific Oceans.

🌧️ New research evaluates regional, global, and AI weather models for hydrometeorological prediction in California. West-WRF improved short-range forecasts, notably reducing snow water equivalent errors by ~70% through improved snow initialization.

journals.ametsoc.orgEvaluation of West-WRF, GFS, ECMWF, and AI Models for Hydrometeorological Prediction in CaliforniaAbstract The state of California experiences numerous weather extremes, from flooding rains to devastating wildfires. West-WRF is a customized version of the Weather Research and Forecasting Model tai...

🤖 A wave of AI slop is coming for climate science. How can we respond? A new 21st Century Weather blog argues that the best defence is investing in people—retaining and upskilling scientists to use AI critically and effectively.

21centuryweather.org.auOur best defence against AI slop in climate scienceAI is transforming climate science, but hidden errors can spread. Retaining and upskilling scientists is essential to ensure reliable climate research.

How did enormous Northern Hemisphere ice sheets reshape climate ~49,000 years ago? New modelling shows that their topography was a major driver of shifts in atmospheric circulation, influencing westerlies, tropical circulation and rainfall far beyond the ice sheets themselves

theconversation.comGiant ice mountains on the other side of Earth once dictated Australia’s climate – new studyMountains of ice far away in the northern hemisphere surely couldn’t change rainfall in Australia – or could they?

Congrats to Michael Eabry et al. on a paper finding no evidence that Zonal Wave 3 affects total Antarctic sea ice area: regional ice effects from alternating equatorward and poleward wind anomalies mostly cancel out when integrated over the ice‐edge.

dx.doi.orgDoes Zonal Wave 3 Affect Total Antarctic Sea Ice Area?We find no clear evidence that Zonal Wave 3 meaningfully influences overall Antarctic SIA Regional effects on sea ice from alternating equatorward and poleward wind anomalies generally cancel out...

New research from CCRC uses machine learning to map lightning occurrence across NSW. The study shows that terrain and geospatial characteristics alone capture meaningful lightning patterns, and also examines dry lightning—a key driver of wildfire risk.

doi.orgMachine learning-based spatial modelling of lightning occurrence informed by terrain characteristicsMachine learning-based spatial modelling of lightning occurrence informed by terrain characteristics, Rahmani, Sima, Evans, Jason P, Sharples, Jason

New research from CCRC demonstrates a stable hybrid climate model with machine-learned atmospheric convection. The coupled atmosphere–ocean–land model runs for over a decade with minimal climate drift, highlighting the potential of hybrid physics–ML approaches for Earth system modelling.

doi.orgThe Benefits of Lateral Connections: Toward a Stable Neural Network Surrogate for Climate Model ParameterizationAbstract Numerous studies have explored the use of neural networks trained to serve as surrogates for predicting subgrid physical processes in atmospheric models solving physical equations. Here, we e...

The world's oceans have just recorded their hottest June on record—and with El Niño developing, even more heat may be on the way. 🌊🌡️ Why does this matter? Warmer oceans fuel marine heatwaves, reshape weather patterns, and increase the risk of extreme events worldwide.

theconversation.comThe world’s oceans are the hottest on record for June – and El Niño is set to turn up the heat even moreMore than 90% of the heat trapped by greenhouses goes into the ocean. But what happens in the oceans doesn’t stay there.

A potential 2026-27 El Niño is drawing attention, but its impacts may depend strongly on its type. Our new JCLI paper revisits how Eastern Pacific and Central Pacific ENSO events affect Australian spring rainfall and explores the physical mechanisms behind those different rainfall patterns.

doi.orgDiverse Impacts of Eastern Pacific and Central Pacific ENSO on Australian Spring Rainfall and Associated Southern Hemisphere Large-scale CirculationAbstract Despite extensive research on the Eastern Pacific (EP) and Central Pacific (CP) El Niño-Southern Oscillation (ENSO) impacts on Australia’s climate, the physical mechanisms by which these two ...

As Indonesia builds its new capital, how will urbanization affect heatwave risk? Using high-resolution simulations, our researchers found that urbanization increases temperatures in IKN, but humidity changes can partly offset heat stress impacts. Climate-informed urban planning is essential.

doi.orgWill urbanization amplify heatwave risk in Indonesia’s new capital city?Will urbanization amplify heatwave risk in Indonesia’s new capital city?, Fitria, Ressy, Lopez-Bravo, Clemente, Pitman, Andy J, Evans, Jason P, Nazarian, Negin

In a new paper led by Valentina Ortiz Guzmán, CCRC researchers show that stalling weather systems preferentially occur close to the east coast of every continent. They move slowly and produce extreme rainfall, increasing large-scale flood risks along these coasts.

link.growkudos.comGlobal Hotspots of Stalling Extratropical CyclonesThis paper defines a "stalling" type of weather system. It is defined as extratropical cyclone which remains near-stationary and produces extreme rainfall. This definition selects weather systems whic...

How do cities influence rainfall? A recent study by Shankar Sharma, Jason Evans, and Andy Pitman, now featured in @aunz.theconversation.com, used more than two decades of satellite observations across major global cities to investigate how urbanisation affects rainfall patterns.++

theconversation.comCities are making it rain more – but not as much as scientists thoughtA new study shows it does rain more in cities, but the trend over time has been exaggerated by changes in satellites.

📢New paper Do satellite precipitation datasets detect urban rainfall signals? Yes In a new study, CCRC researcher Shankar Sharma, @jasonpevans.bsky.social, Andy Pitman and Ali Behrangi analysed IMERG satellite rainfall data across 15 global cities. ++ Read more: iopscience.iop.org/article/10.1...

iopscience.iop.orgUrban rainfall trends in IMERG datasetsUrban rainfall trends in IMERG datasets, Sharma, Shankar, Evans, Jason P, Pitman, Andy J, Behrangi, Ali

They found clear urban rainfall hotspots, mainly in rainfall occurrence. Rain events are more frequent over many urban areas than in nearby rural regions. But the story is more complicated. The signal only comes from microwave satellite observations. ++

They also found that around 20% of the apparent long term trend in rainfall frequency and intensity can be linked to changes in microwave satellite sampling over time. after accounting this artifacts, the urban rainfall signal remains, but trend magnitudes need careful interpretation.

A new study from CCRC shows that anomalously warm sea surface temperatures along the East Australian Current intensified the 2022 extreme rainfall event in eastern Australia by enhancing moisture supply, strengthening onshore flow, and influencing the position of coastal low-pressure systems.

doi.orgEffects of high local sea surface temperature on the extreme rainfall over the eastern coast of Australia in February 2022 - Theoretical and Applied ClimatologyTheoretical and Applied Climatology - Record-breaking extreme rainfall impacted Australia’s east coast from February to April 2022, causing severe flooding across the region. To explore the...

Congratulations to Mike on submitting his PhD thesis, “Linking Southern Hemisphere Circulation to Antarctic Sea Ice Variability and Extremes”! His research explores how atmospheric circulation patterns influenced Antarctic sea ice variability, including the extreme 2016 sea ice decline.

New paper from CCRC researchers in Nature. Only ~13% of global land has sufficient rain gauge coverage, leaving many high-risk regions under-monitored. Targeted investment in observations is critical for climate risk planning and water security.

nature.comPrecipitation observing network gaps limit climate change impact assessment - NatureAt present, only 13.4% of the global land surface meets the World Meteorological Organization requirements for annual precipitation monitoring.

CCRC’s Senior Research Fellow @drjucker.bsky.social and Prof. Julie Arblaster from Monash Uni. talk about all things stratosphere in the newest episode of the @21st century weather Totally Cooked podcast. There are rockets,volcanoes, and penguins! Hear now at 21centuryweather.org.au/engage/total...

21centuryweather.org.auLive stratosphere special: Totally Cooked podcastJoin the Totally Cooked team and guest experts to explore the stratosphere, ozone, and jet stream—and how they shape our weather and climate.

Most latest-version satellite products indicate increasing ocean-mean precipitation and provide stronger support for the “wet gets wetter, dry gets drier” hypothesis, while reanalysis datasets generally suggest decreasing trends and show weaker consistency with sea surface temperature changes. ++

🚨! This new study led by @jdcp93.bsky.social shows how machine-learning models can benchmark complex process-based land-surface models. LSMs perform weakest during coinciding conditional extremes, yet ML models still learn successfully despite sparse training data in this climate space. Link ⬇️

bg.copernicus.orgLand surface model underperformance tied to specific meteorological conditionsAbstract. The exchange of carbon, water, and energy fluxes between the land and the atmosphere plays a vital role in shaping global change and extreme events. Yet our understanding of the theory of th...

It covers 25+ years of advances in atmospheric circulation, stratosphere-troposphere coupling, regional climates (Antarctica, South America, Africa, Australia), oceans, extremes, climate change & modelling. Dedicated to pioneer Harry van Loon. A benchmark reference for students & researchers!

If you're interested in drought and AI, our PhD student Matt Grant and researcher Dr Sanaa Hobeichi have been featured in this UNSW Newsroom! It shows Australian droughts are lasting longer (especially SE & SW), with AI ++ www.unsw.edu.au/newsroom/new... #Drought #ClimateChange #AI #UNSWResearch

unsw.edu.auStudy shows droughts lasting longer across AustraliaUNSW research shows droughts are lasting longer in Australia, particularly in regions where most people live.

🚨New paper CCRC scientist Andrea Taschetto and team have published a comprehensive review of ENSO impacts in Australia in @natrevearthenviron.nature.com. This is an important and long-overdue synthesis, building on foundational studies such as McBride & Nicholls (1983). ++

rdcu.beClimate impacts of the El Niño–Southern Oscillation on AustraliaNature Reviews Earth & Environment - El Niño–Southern Oscillation (ENSO) profoundly affects Australian weather, climate, ecosystems and socio-economic sectors. This Review presents...