LAgrangian Climate Risk and Impact Attribution
LACRIMA aims to assess climate change impacts on human health and vulnerability over a lifetime using machine learning, linking demographic factors to extreme event exposure and life expectancy.
Projectdetails
Introduction
Under a continued increase in global warming, extreme events such as heatwaves will further rise in frequency, intensity, and duration over the next decades. Climate change impact studies routinely assess hazard and exposure change across discrete time windows, but thereby fail to grasp how vulnerability and climate risk evolve across a person’s lifetime. Conversely, demographic research has a long tradition of assessing population processes and vulnerability from a cohort perspective, but generally ignores climate impacts.
Project Objectives
This project will develop novel concepts and methodologies to express climate change impacts and risk from a cohort perspective. More specifically, the project pursues the following objectives:
- To reconstruct two iconic climate change impacts on people around the world using machine learning (heat-related mortality and burned area).
- To uncover age-specific vulnerability to climate extremes including heatwaves, wildfires, river floods, droughts, tropical cyclones, and crop failures.
- To detect and attribute changes in lifetime extreme event exposure and climate impacts on mortality across generations and regions.
- To quantify how these attributable cohort impacts change country-level life expectancy around the world under a range of warming scenarios.
- To project how lifetime exposure to extreme events, including compound events, may trigger irreversible impacts under scenarios of temporary overshooting of long-term warming targets.
Methodology
By bridging physical climate science, demography, and planetary health, LACRIMA will comprehensively identify whether and where people will live an unprecedented life in terms of climate impacts.
Conclusion
The project will also explore how collective mitigation choices can alter the climate change burden on current young generations around the world.
Financiële details & Tijdlijn
Financiële details
Subsidiebedrag | € 1.999.590 |
Totale projectbegroting | € 1.999.590 |
Tijdlijn
Startdatum | 1-10-2024 |
Einddatum | 30-9-2029 |
Subsidiejaar | 2024 |
Partners & Locaties
Projectpartners
- VRIJE UNIVERSITEIT BRUSSELpenvoerder
Land(en)
Vergelijkbare projecten binnen European Research Council
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Pathways to survival in a hotter worldHotLife aims to investigate heat tolerance in birds through advanced physiology and genomics to understand its evolutionary potential and implications for survival under climate change. | ERC Consolid... | € 1.999.966 | 2025 | Details |
Climate Change and Human (Im)Mobility: The Role of Compound and Cascading RisksThe 2C-RISK project analyzes the interplay of climatic and non-climatic risks on global human mobility to inform policies that protect vulnerable populations amid climate change. | ERC Starting... | € 1.499.933 | 2025 | Details |
Impacts of Climate Extremes from Mining of Online TextsICE-MOT aims to create a comprehensive, automated impact database for extreme climate events using text-mining and climate data to enhance disaster risk reduction and resilience efforts. | ERC Proof of... | € 150.000 | 2023 | Details |
Public–Private Insurance Partnerships for Adapting to Multi-Hazard Climate Change RisksThis project aims to develop innovative insurance arrangements that promote policyholder adaptation to multi-hazard climate risks through interdisciplinary risk assessments and behavioral strategies. | ERC Consolid... | € 1.999.999 | 2023 | Details |
Hybrid dry–hot Extremes prediction and AdapTation
The HEAT project aims to enhance subseasonal forecasting of droughts and heatwaves using a hybrid AI-physics model to improve preparedness for heat stress and inform land adaptation strategies.
Pathways to survival in a hotter world
HotLife aims to investigate heat tolerance in birds through advanced physiology and genomics to understand its evolutionary potential and implications for survival under climate change.
Climate Change and Human (Im)Mobility: The Role of Compound and Cascading Risks
The 2C-RISK project analyzes the interplay of climatic and non-climatic risks on global human mobility to inform policies that protect vulnerable populations amid climate change.
Impacts of Climate Extremes from Mining of Online Texts
ICE-MOT aims to create a comprehensive, automated impact database for extreme climate events using text-mining and climate data to enhance disaster risk reduction and resilience efforts.
Public–Private Insurance Partnerships for Adapting to Multi-Hazard Climate Change Risks
This project aims to develop innovative insurance arrangements that promote policyholder adaptation to multi-hazard climate risks through interdisciplinary risk assessments and behavioral strategies.
Vergelijkbare projecten uit andere regelingen
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CaeliHet project onderzoekt de haalbaarheid van een AI-systeem voor het real-time voorspellen van klimatologische rampen en hun economische impact op overheid, gemeenten, burgers en verzekeraars. | Mkb-innovati... | € 20.000 | 2020 | Details |
Cultivating Resilience: Climate Change Adaptation Strategies for Greenhouses to Enhance Yield and Resource EfficiencyThe LIFE ACCLIMATE project aims to enhance greenhouse agriculture's resilience to climate change by integrating digital technologies and resource-efficient practices for sustainable productivity. | LIFE Standar... | € 2.681.123 | 2024 | Details |
Caeli
Het project onderzoekt de haalbaarheid van een AI-systeem voor het real-time voorspellen van klimatologische rampen en hun economische impact op overheid, gemeenten, burgers en verzekeraars.
Cultivating Resilience: Climate Change Adaptation Strategies for Greenhouses to Enhance Yield and Resource Efficiency
The LIFE ACCLIMATE project aims to enhance greenhouse agriculture's resilience to climate change by integrating digital technologies and resource-efficient practices for sustainable productivity.