Featured
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Article
| Open AccessMultiple lines of evidence for a hypervelocity impact origin for the Silverpit Crater
The origins of Silverpit Crater have remained controversial since its discovery >20 years ago. This paper presents evidence for an extraterrestrial impact origin, including 3D seismic, computer simulations and ‘shocked’ minerals near the crater.
- Uisdean Nicholson
- , Iain de Jonge-Anderson
- & Ronnie Parr
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Article
| Open AccessInequality in human exposure to future climate extremes
Climate extremes are expected to worsen global population exposure, but disparities across income groups remain unclear. This study shows low-income countries face greater exposure to future floods, heatwaves, droughts, and compound events.
- Parisa Hosseinzadehtalaei
- , Rafiq Hamdi
- & Hossein Tabari
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Article
| Open AccessFire risk to structures in California’s Wildland-Urban Interface
Wildfire risk in California’s WUI is rising. Analysis of past events shows home hardening and defensible space can reduce structure loss by up to 52%, but coordinated, community-scale action is essential to maximize impact.
- Maryam Zamanialaei
- , Daniel San Martin
- & Michael Gollner
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Article
| Open AccessVolcanism and long-term seismicity controlled by plume-induced plate thinning
The study reveals that the Iceland Plume thinned the lithosphere beneath Britain and Ireland, shaping past volcanism and uplift, and controlling present-day intraplate seismicity and seismic hazard.
- Raffaele Bonadio
- , Sergei Lebedev
- & Thomas Meier
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Article
| Open AccessAI-powered spatiotemporal imputation and prediction of chlorophyll-a concentration in coastal ecosystems
An AI-powered spatiotemporal imputation and prediction model (STIMP) is designed to predict Chlorophyll-a distributions in coastal oceans. STIMP reduces imputation mean absolute error and improves predictability compared to traditional and current leading AI methods.
- Fan Zhang
- , Hiusuet Kung
- & Jianping Gan
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Article
| Open AccessFuture heat-related mortality in Europe driven by compound day-night heatwaves and demographic shifts
This study projects heat-related mortality in Europe across various adaptation scenarios by modelling humid and compound day-night heat, using a health-based heat definition. Without heat adaptation, mortality could rise by 103.7–135.1 deaths per million people per 1 °C of global warming.
- Xilin Wu
- , Jun Wang
- & Jianghao Wang
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Article
| Open AccessPhilippine archipelago and South China Sea monsoon plus ocean cooling buffer Northwestern Pacific super typhoons
The Philippine islands, summer monsoon, and ocean cooling jointly form a natural buffer that weakens powerful super typhoons as they enter the South China Sea, with implications for storm prediction and coastal safety.
- Tian Ma
- , Wei-Dong Yu
- & Li-Guang Wu
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Article
| Open AccessPreconditioning of sediment failure by astronomically paced weak-layer deposition
This work demonstrates for the first time that Milankovitch-scale sea level and climate oscillations drove the cyclic formation of weak layers by enhancing ocean primary productivity and sedimentation rates after the Middle Pleistocene Transition.
- Xingxing Wang
- , Vittorio Maselli
- & Qiliang Sun
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Article
| Open AccessHistorical changes in overtopping probability of dams in the United States
Aging US dams face increasing overtopping risks due to changing hydrologic conditions. This study evaluates 33 dams using updated frequency analysis and identifies six dams with the greatest probability, posing risks to downstream populations.
- Eunsaem Cho
- , Ebrahim Ahmadisharaf
- & Amir AghaKouchak
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Article
| Open AccessThe longest-lasting 2023 western North American heat wave was fueled by the record-warm Atlantic Ocean
The persistent 2023 heat wave that affected the Southwest U.S. and Northern Mexico was forced by the extremely warm sea surface temperatures in the Atlantic Ocean and a developing El Niño in the tropical Pacific Ocean.
- Hosmay Lopez
- , Sang-Ki Lee
- & Liwei Jia
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Matters Arising
| Open AccessRe-evaluation of quadratic and exponential models of litter accumulation incorporating climatic and species-specific dependence
- Jason J. Sharples
- & Isaac N. Towers
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Article
| Open AccessEarly Triassic super-greenhouse climate driven by vegetation collapse
The collapse of tropical forests during the Permian–Triassic Mass Extinction weakened carbon sequestration, sustaining high CO2 and extreme global warmth for millions of years: an example of a runaway feedback in Earth’s climate-carbon system.
- Zhen Xu
- , Jianxin Yu
- & Benjamin J. W. Mills
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Article
| Open AccessMapping global floods with 10 years of satellite radar data
Analysis of 10 years of satellite radar data with a deep learning model reveals historical flood patterns often missed in prior datasets. This dataset also enables analysis of trends in flooding, showing hints of increases in flood extent over time.
- Amit Misra
- , Kevin White
- & Juan Lavista
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Article
| Open AccessBenchmark dataset and deep learning method for global tropical cyclone forecasting
The authors present TropiCycloneNet, a framework that combines a multimodal tropical cyclone dataset spanning 70 years and a machine learning forecast model. The approach improves forecast skill of tropical cyclone track and intensity compared to other methods, advancing data-driven weather prediction.
- Cheng Huang
- , Pan Mu
- & Cong Bai
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Article
| Open AccessSpatiotemporal assessment of renewable adequacy during diverse extreme weather events in China
China has a large solar and wind energy capacity yet in 2020 extreme weather led to a reduction in renewable energy production by 31.79 TWh. This manuscript projects reductions through 2050.
- Kai Jiang
- , Nian Liu
- & Yu Liu
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Article
| Open AccessExploring how economic level drives urban flood risk
This study shows grey infrastructure (economy-linked) dominates flood control in normal rains. During extremes, its efficacy declines while green infrastructure/topography (less economy-aligned) become crucial for urban flood mitigation.
- Jie Fan
- , Baoyin Liu
- & Xiang Gao
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Article
| Open Access3D structure and dynamics of Campi Flegrei enhance multi-hazard assessment
This study maps Campi Flegrei caldera’s internal structure, linking a gas-enriched reservoir and a deformed caprock to ground uplift and earthquakes. Land instability, seismic events and the risk of a phreatic explosion prompt for updated multi-hazard assessments.
- G. De Landro
- , T. Vanorio
- & A. Zollo
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Article
| Open AccessHurricane Ida’s blackout-heatwave compound risk in a changing climate
Employing climate projections and power system modeling, the study finds that the return period for a hurricane-blackout-heatwave compound event comparable to Hurricane Ida (2021) will decrease by ~12–17 times by the end of the century due to heatwave and hurricane intensification.
- Kairui Feng
- , Ning Lin
- & Michael Oppenheimer
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Article
| Open AccessHow extreme rainfall and failing dams unleashed the Derna flood disaster
Storm Daniel’s extreme rainfall and dam failures caused one of the deadliest floods in Derna, Libya. This study reconstructs the disaster, showing how dam failures worsened devastation and underscoring the need for climate-resilient flood management.
- Ayman Mokhtar Nemnem
- , Ahad Hasan Tanim
- & Jasim Imran
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Article
| Open AccessDaily rainfall variability controls humid heatwaves in the global tropics and subtropics
This study shows that rainfall and land surface conditions control tropical humid heatwaves, with enhanced rainfall preceding heatwaves in moisture-limited regions, and suppressed rainfall preceding those in energy limited regions.
- Lawrence S. Jackson
- , Cathryn E. Birch
- & Christopher M. Taylor
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Article
| Open AccessRapid flips between warm and cold extremes in a warming world
Rapid temperature flips between hot and cold extremes will become more frequent, more intense, and more rapid globally by the end of the twenty-first century, which is exacerbated in world’s breadbasket regions and low-income countries.
- Sijia Wu
- , Ming Luo
- & Tao Pei
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Article
| Open AccessGlobal data-driven prediction of fire activity
The ability to predict wildfires-such as those that recently devastated Los Angeles and Canada-is advancing rapidly with the help of AI. This study shows that to improve accuracy and reliability, we must prioritize the collection and integration of high-quality data.
- Francesca Di Giuseppe
- , Joe McNorton
- & Fredrik Wetterhall
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Article
| Open AccessA 700-year rupture sequence of great eastern Aleutian earthquakes from tsunami modeling of stratigraphic records
In this study, tsunami deposits are used to constrain rupture models for earthquakes at the Aleutian subduction zone in the 18th, 15th, and 14th centuries. Together with an earthquake in 1957, the results reveal a 700-year sequence of great earthquakes alternating between deep and shallow megathrust slip.
- Yoshiki Yamazaki
- , Kwok Fai Cheung
- & Bruce E. Jaffe
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Perspective
| Open AccessPrioritizing involuntary immobility in climate policy and disaster planning
Climate change and extreme weather events will influence migration patterns. However, it is important that our policies do not forget about those who are immobile to migration. This perspective explores different forms of involuntary immobility and how climate policy can address this.
- Lisa Thalheimer
- , Fabien Cottier
- & Radley M. Horton
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Article
| Open AccessQuantifying cascading power outages during climate extremes considering renewable energy integration
This study develops a climate-energy model for cascading power outages during climate extremes, validated by Hurricane Fiona’s blackout. It reveals unique resilience patterns and quantifies the effects of renewable integration and energy storage.
- Luo Xu
- , Ning Lin
- & A. T. D. Perera
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Perspective
| Open AccessEarly warning of complex climate risk with integrated artificial intelligence
In the era of climate change, human societies face growing exposure to disasters and complex climate risks. This perspective explores the transformative potential of integrated Artificial Intelligence in developing multi-hazard Early Warning Systems for all.
- Markus Reichstein
- , Vitus Benson
- & Kommy Weldemariam
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Article
| Open AccessErgodic seismic precursors and transfer learning for short term eruption forecasting at data scarce volcanoes
This study uses transfer learning to identify seismic eruption precursors shared among volcanoes, enabling accurate forecasting even at data-scarce sites. Results show that seismic patterns exhibit ergodicity, supporting scalable models to improve volcanic monitoring and risk mitigation.
- Alberto Ardid
- , David Dempsey
- & Silvio De Angelis
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Review Article
| Open AccessArtificial intelligence for modeling and understanding extreme weather and climate events
Artificial Intelligence is transforming the study of extreme climate events like floods, droughts, and wildfires, helping to overcome challenges such as limited data and real-time integration. This review article highlights the need for transparent, reliable AI models to improve disaster response, risk communication and stakeholder trust.
- Gustau Camps-Valls
- , Miguel-Ángel Fernández-Torres
- & Tristan Williams
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Article
| Open AccessPredictable recovery rates in near-surface materials after earthquake damage
A study in the Atacama Desert shows that the recovery pace of damaged subsurface materials after large earthquakes is set by the material properties, not ground shaking intensity. This finding can help postseismic hazard mitigation and reconstruction.
- Luc Illien
- , Jens M. Turowski
- & Niels Hovius
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Article
| Open AccessBurst-like swarms in the Campi Flegrei caldera accelerating unrest from 2021 to 2024
During the long-term unrest of the Campi Flegrei caldera, burst-like seismic swarms are observed and associated with an increase in hydrothermal activity and an anomaly in the ground deformation pattern recorded since 2021.
- Flora Giudicepietro
- , Rosario Avino
- & Giovanni Chiodini
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Article
| Open AccessThe role of climate and population change in global flood exposure and vulnerability
This study explores how climate change and population growth shape flood exposure. By 2100, exposure could rise from 1.6 to 1.9 billion people, driven 21% by climate change and 77% by population growth, with low-income and urban regions most affected.
- Justin S. Rogers
- , Marco P. Maneta
- & Joshua P. Hacker
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Article
| Open AccessOptimal life-cycle adaptation of coastal infrastructure under climate change
Climate change-related risk mitigation for infrastructure systems often requires adaptation. A computational framework for optimal decision-making under uncertainty based on dynamically changing conditions observed in time is developed in response.
- Ashmita Bhattacharya
- , Konstantinos G. Papakonstantinou
- & Digant Chavda
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Article
| Open AccessSeismic versus aseismic slip for the 2023 Kahramanmaraş earthquake doublet
The study examines interplay between seismic and aseismic slip associated with the 2023 Kahramanmaraş earthquake doublet, constrained by InSAR and strong motion data, shedding light on the frictional properties and seismic potential of faults.
- Rumeng Guo
- , Xiongwei Tang
- & Heping Sun
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Article
| Open AccessIncreasing certainty in projected local extreme precipitation change
This study presents more accurate future extreme precipitation projections at local scales constrained by past warming observations using an adaptative emergent constraint approach.
- Chao Li
- , Jieyu Liu
- & Guolin Feng
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Article
| Open AccessEnhanced CH4 emissions from global wildfires likely due to undetected small fires
This study reconstructs global fire methane emissions from 2003 to 2020, revealing 27% higher estimates than previous models, which is likely due to undetected small fires and underestimated emission intensity from the coarse-resolution model data.
- Junri Zhao
- , Philippe Ciais
- & Bo Zheng
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Article
| Open AccessDistinct patterns of volcano deformation for hot and cold magmatic systems
This study links the thermal evolution of magmatic systems over geologic timescales to multi-year patterns of volcano deformation, finding that uplift occurs in hot systems and uplift-subsidence cycles in colder ones.
- Gregor Weber
- , Juliet Biggs
- & Catherine Annen
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Article
| Open AccessRoof renewal disparities widen the equity gap in residential wildfire protection
This study investigates wildfire protection disparities in California, finding that disadvantaged communities have greater destruction risk. Lower rates of residential roof renewals in disadvantaged communities are a contributing factor.
- Sebastian Reining
- , Moritz Wussow
- & Dirk Neumann
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Article
| Open AccessSolar energy resource availability under extreme and historical wildfire smoke conditions
Wildfire smoke increasingly covers large swaths of the US at a time when solar energy is rapidly expanding. Yet, average photovoltaic solar resource losses remain modest outside areas immediately near active fires, where plumes are fresh and dense.
- Kimberley A. Corwin
- , Jesse Burkhardt
- & Emily V. Fischer
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Article
| Open AccessCoastal hardening and what it means for the world’s sandy beaches
33% of the world’s sandy coastlines are hardened by human-made structures, hindering natural retreat as sea levels rise. By 2100, up to 26% may face severe beach loss, while emission reductions could lower this to 21%.
- Khin Nawarat
- , Johan Reyns
- & Roshanka Ranasinghe
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Article
| Open AccessSeismic risk mitigation at Campi Flegrei in volcanic unrest
The study investigates earthquake magnitude scenarios and seismic risk reduction policies for Campi Flegrei, a densely populated volcanic area in southern Italy, which is undergoing a bradyseism-related crisis in 2024.
- Iunio Iervolino
- , Pasquale Cito
- & Aldo Zollo
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Article
| Open AccessBurden of infant mortality associated with flood in 37 African countries
Floods are becoming more frequent and severe, with major impacts on human health. Here, authors show increased risks of infant mortality associated with flood exposure, and the risks remain elevated for up to four years after the flood event.
- Yixiang Zhu
- , Cheng He
- & Renjie Chen
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Article
| Open AccessTriggering the 2022 eruption of Mauna Loa
Distinguishing between periods of unrest and the run-up to eruption is a major challenge at volcanoes around the globe. Here, we leverage multidisciplinary data to show that the Mauna Loa 2022 eruption was caused by 2 months of magma intrusion.
- Kendra J. Lynn
- , Drew T. Downs
- & Jefferson C. Chang
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Article
| Open AccessCoastal lake sediments from Arctic Svalbard suggest colder summers are stormier
Coastal lake sediments from Svalbard are analyzed to reconstruct Holocene changes in Easterly and Westerly wind strength. These results show winds were stronger during cold summers and challenge the view that a warmer future Arctic will be stormier.
- Zofia Stachowska
- , Willem G. M. van der Bilt
- & Mateusz C. Strzelecki
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Article
| Open AccessA supply-limited torrent that does not feel the heat of climate change
Reconstruction of debris flows in a supply-limited system shows that process activity is controlled by sediment supply over multi-decadal to centennial timescales. Debris flows recur less frequently here and are, unlike transport-limited systems, not affected by climate change.
- Jiazhi Qie
- , Adrien Favillier
- & Christophe Corona
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Article
| Open AccessSeismic slip channeling along the East Anatolian Fault illuminates long-term supercycle behavior
Analysis of earthquakes from the last two millennia indicate two potential supercycles along the East Anatolian Fault. Within each supercycle, seismic ruptures originated in the northeast and progressively spread southwestward with an increasing number of earthquakes.
- Andrea Billi
- , Fabio Corbi
- & Cristina Totaro
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Article
| Open AccessImpact-based forecasting of tropical cyclone-related human displacement to support anticipatory action
This paper proposes an open-source, impact-based forecast for tropical cyclone population displacement using both cyclone forecasts and population settlements and vulnerabilities. This is applied to Tropical Cyclone Yasa, striking Fiji in 2020.
- Pui Man Kam
- , Fabio Ciccone
- & David N. Bresch
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Article
| Open AccessExperimental evidence of seismic ruptures initiated by aseismic slip
Lab experiments reveal that slow-slip events, generated by heterogeneity in fault composition, can trigger earthquakes by acting as an initial rupture. The slow-slip region can extend beyond the heterogeneity depending on loading conditions.
- Yohann Faure
- & Elsa Bayart
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Article
| Open AccessFracture toughness of mixed-mode anticracks in highly porous materials
Porous materials such as snow can collapse under compression, forming anticracks. The authors show that anticrack fracture modes vary with loading direction and find a mechanism that suggests that cracks grow more easily under compression than under shear, advancing stability models for porous materials.
- Valentin Adam
- , Bastian Bergfeld
- & Philipp L. Rosendahl
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Article
| Open AccessAbnormal low-magnitude seismicity preceding large-magnitude earthquakes
This study shows that the large 2019 Ridgecrest and 2018 Anchorage earthquakes were preceded by months of anomalous low-magnitude seismicity in Southern California and Southcentral Alaska. This opens up new perspectives to forecast large earthquakes.
- Társilo Girona
- & Kyriaki Drymoni