Climate emergency research frameworks

Four complementary approaches could collectively predict the "unprecedented" in weather, informing disaster preparation. Climate change is increasing the frequency and intensity of record-breaking weather events worldwide, from heat domes to unseasonal floods. These events often catch communities unprepared because they exist beyond our lived experience and historical records. A new perspective provides an overview of scientific approaches to identify unprecedented weather before it occurs, informing emergency management. The research team identified four complementary lines of evidence that together provide a robust framework: conventional statistical methods using observations, analysis of past events from historical records and proxies, event-based storylines, and weather/climate model explorations. When applied together — as demonstrated in their case study of extreme heat in the Netherlands — these approaches revealed that temperatures of up to 48°C are physically possible in regions previously thought to have maximums below 40°C. This work has significant implications for building climate resilience, which the authors conceptualize as a pyramid with transformative adaptation as the foundation, supported by incremental infrastructure improvements and reactive early warning systems. By Timo Kelder, Dorothy Heinrich, Lisette Klok, Vikki Thompson, Henrique Goulart, Ed Hawkins, Louise Slater and al.

🌍 When it comes to understanding and preparing for future climate scenarios, two essential frameworks stand out: RCPs (Representative Concentration Pathways) and SSPs (Shared Socioeconomic Pathways). These tools work together to provide a more complete picture of our potential futures. 🔹 What are RCPs? RCPs focus on greenhouse gas (GHG) concentration pathways, showing different levels of radiative forcing by 2100: -RCP2.6: Aggressive mitigation to limit warming below 2°C. -RCP4.5 & RCP6.0: Stabilization scenarios with moderate emissions. -RCP8.5: High emissions, often called "business-as-usual." RCPs are essential for modeling physical climate impacts like temperature rise, sea-level change, and extreme weather. 🔹 What are SSPs? SSPs provide socioeconomic pathways based on narratives about global development: -SSP1: Sustainability-focused, green growth. -SSP2: Business-as-usual progress. -SSP3: Regional rivalries and fragmented development. -SSP4: Inequality with uneven adaptation. -SSP5: Fossil-fueled growth with high emissions. SSPs address the human side of climate challenges, including population growth, urbanization, and policy decisions. 🔗 How They Work Together RCPs and SSPs can be combined to create integrated scenarios, helping us understand the interplay between climate and socioeconomic factors. For example: SSP1-RCP2.6: A sustainable future with strong mitigation efforts. SSP5-RCP8.5: A high-emission future driven by fossil fuels. These combinations help organizations model risks, plan for adaptation, and align strategies with realistic climate trajectories. 💡 What does this mean for you? Think of RCPs and SSPs as the maps and compass for navigating the uncertain terrain of climate change. Whether you’re shaping policies, developing sustainable business models, or planning for long-term infrastructure resilience, these frameworks can: 🌱 Guide Adaptation: Prepare for physical risks like extreme weather or rising sea levels with data-driven insights. 📊 Inform Strategy: Align your organizational goals with realistic climate trajectories and socioeconomic contexts. 🌍 Empower Decisions: Understand how today’s choices can shape tomorrow’s opportunities and challenges. ✨ How are you leveraging scenario analysis in your work? Share your experiences or questions in the comments—let’s learn from each other! #ClimateAction #SustainabilityStrategy #ClimateRiskManagement #ClimateChange #ESG #Sustainability #Adaptation #Mitigation #RCP #SSP #ScenarioPlanning #Resilience #SustainableDevelopment #FutureProofing #RiskManagement #GreenBusiness #ClimateLeadership #EnvironmentalPlanning

Climate risks don’t act alone, especially in vulnerable regions. They combine with political tensions, livelihood stress, and weak institutions to create complex, fast-moving challenges for peace and human security. And so, we need tools that can answer critical questions faced by practitioners today: 🔹 Where is climate amplifying conflict and insecurity? 🔹 How do shocks to food, water, and livelihoods drive tension? 🔹 How can we integrate community knowledge with data for early warning? 🔹 What gaps in policy or institutions stall effective response? This is why my colleagues and I developed the Integrated Climate Security Framework (ICSF) - a tool to inform real-world decisions in fragile and climate-vulnerable settings. So what can our integrated framework do in the field? ✔️ Help target interventions in climate-security hotspots ✔️ Profile vulnerable groups with layered socio-economic and exposure data ✔️ Understand how food and nutrition insecurity mediates conflict risk ✔️ Reveal policy and institutional gaps that shape (or stall) adaptation ✔️ Build shared understanding across stakeholders—from local to national The ICSF was applied in many countries across the globe, but was designed to be adapted. If you’re a practitioner, implementer, or policymaker working on climate and security, it may offer a useful structure for your context too. 📄 We published the framework on PLOS Climate. Read here: https://lnkd.in/e8djSPUG

📢 New Publication Drop for COP29 Azerbaijan! 📢 Excited to share our latest paper in PLOS Climate titled "Measuring the Climate Security Nexus: The Integrated #ClimateSecurity Framework". 📝 This paper introduces the Integrated Climate Security Framework (#ICSF), an innovative mixed-methods framework for analyzing and understanding the complex links between climate, human security, and conflict dynamics.   🔍 Our framework aims to address the five main challenges in measuring the climate security nexus: - Multiple pathways - Context-specificity - Non-linear dynamics - The role of multiple actors and scales - Diverse geographic and temporal dimensions   Using #Kenya as a case study, we demonstrate how the ICSF provides comprehensive insights that are crucial for policy design and action, enabling more effective, tailored climate adaptation and peacebuilding strategies.   🔗 Read the full paper here: https://lnkd.in/dgEt25vi   Special thanks to Grazia Pacillo for leading this great effort!

[New Paper #ExtremeWeatherEvents] Excited to share our latest work: “A methodological framework for assessing the vulnerability of protected habitats and species to extreme weather events”, published in Environmental Research Letters. In this paper, we propose a rigorous vulnerability framework to systematically assess how extreme weather events impact protected habitats and species. 🔍 Key contributions/highlights: - Integrates exposure, sensitivity, and adaptive capacity in the context of extreme events - Offers a scalable approach across regions and habitat types - Helps conservation planners prioritise intervention under climate uncertainty - Provides inputs for policy-making, management, and resilience building. 🌍 Why this matters: As climate extremes intensify, ecosystems under protection are not immune. We need tools to foresee which habitats and species are most at risk and to allocate conservation resources smartly. 🙏 Many thanks to all co-authors and collaborators who made this possible. This study was funded under the Environmental Protection Agency (EPA) Ireland research programme 2021–2030, through the research project “The Impact of Extreme Climatic Events on Ecosystems - Scoping Study (2022-CE-1152)”. 📖 Read the paper here: https://lnkd.in/g3NeqCzw UCD Civil Engineering Environmental Hydrodynamics and Coastal Resilience (EHCR) Lab #ClimateAction #ExtremeEvents

🌏Here is a Nature Communications article: A principle-based framework to determine countries' fair warming contributions to the Paris Agreement. This research tackles the critical issue of equity in international climate action, exploring how to fairly allocate mitigation efforts considering both CO2 and non-CO2 greenhouse gas emissions. Key Findings: 1️⃣ A framework based on international treaties and environmental law was developed to determine fair national warming budgets. The research finds that 84-90 countries, including most major developed nations, have already exhausted their fair share of the 1.5°C warming budget (50% likelihood). A similar situation emerges for the 2°C target. 2️⃣ The approach uniquely incorporates non-CO2 emissions and their warming contributions, addressing a significant gap in existing equity research. This provides a more complete picture of national responsibilities, particularly for countries with substantial methane emissions. 3️⃣ Various equity interpretations were explored, considering principles like equality, ability-to-pay, and beneficiary-pays. While allocations differ, the overall conclusion—that many developed nations have overshot their fair share—remains consistent. 4️⃣ The stark gap between fair budgets and projected emissions under even the most ambitious domestic reduction scenarios highlights the need for solutions beyond domestic action. This includes international cooperation on carbon dioxide removal and mitigation finance. 📚 This research has important implications for climate negotiations, loss and damage discussions, and the design of equitable climate policies. By quantifying fair shares, it provides a framework for assessing historical responsibility and informing future mitigation efforts. 📚 While the framework focuses on national contributions, future work will explore sectoral allocations to gain a more granular understanding of equitable mitigation pathways. The researchers also aim to delve deeper into the role of within-country inequalities in shaping fair shares. #ClimateChange #ClimateJustice #ParisAgreement #Equity #Mitigation #GHGEmissions #Sustainability #EnergyTransition #Decarbonization

📢 Research Alert: A Probabilistic Framework for Climate Scenario Analysis 🌍 "Median global warming expected at 2.7°C - well above the #ParisAgreement" As climate risks become central to #financial and #regulatory decision-making, one challenge remains critically unmet: most climate scenarios lack probabilistic grounding. To address this, the EDHEC Climate Institute with Lionel Melin, Riccardo Rebonato, FANGYUAN ZHANG has released a groundbreaking study: 📘 "How to Assign Probabilities to Climate Scenarios" This research proposes an innovative framework to quantify the likelihood of long-term temperature outcomes, enriching narrative-based scenarios with a probabilistic layer essential for asset pricing, risk management, and policy planning. ✅ Key contributions: • Based on 5,900+ Social Cost of Carbon estimates from 207 academic sources • Uses two rigorous methods: an elicitation-based approach and a maximum-entropy framework • Integrates real-world policy constraints and macroeconomic data 🔍 Findings: • 35–40% chance of >3°C warming by 2100 • The 1.5°C target is technologically feasible, but highly improbable • Median expected warming: 2.7°C - well above the Paris Agreement • Physical climate damages outweigh the cost of transition, emphasizing urgent financial realignment 🔗 The study also maps #probabilities onto Oxford Economics’ scenario framework, assigning over 90% likelihood to pathways involving limited or delayed emissions cuts: Climate Catastrophe, Climate Distress, and Baseline. 👉 A must-read for those in climate finance, regulatory strategy, and risk modeling. This research pushes the frontier in integrating uncertainty and feasibility into climate scenario analysis. #ClimateChange and #Mitigation remains both the greatest source of risk and of opportunity of our time. Let’s prepare! radicant bank #InvestInSolutionsNotProblems

𝗠𝗼𝗻𝗶𝘁𝗼𝗿𝗶𝗻𝗴 𝗮𝗻𝗱 𝗲𝘃𝗮𝗹𝘂𝗮𝘁𝗶𝗼𝗻 𝗳𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 Climate mitigation efforts require a robust, transparent and multi-layered monitoring and evaluation system capable of capturing both project-specific and systemic progress. This framework, developed for the Mitigation Action Facility, provides a detailed operational structure for planning, implementing and reporting M&E activities across project and portfolio levels. It integrates logframes, risk monitoring, learning components, and gender-responsive indicators, all aligned with international standards and a theory of change focused on transformational climate outcomes. The framework articulates the following core elements in detail: Structuring M&E systems at project and portfolio levels, assigning responsibilities to implementing organizations and the Technical Support Unit Development and use of logframes, performance indicators, risk matrices, and M&E plans tailored to each intervention Guidance on sector indicators, project-specific measures, and five mandatory core indicators (GHG emissions, beneficiaries, transformational potential, public and private finance mobilized) Processes for data collection, verification, reporting schedules, and use of M&E tools to support decision-making and accountability Evaluation and Learning Exercises (ELEs), based on OECD-DAC criteria, to support learning, impact assessment, and adaptive management

🌍 Understanding Climate Risk: One Framework Doesn’t Fit All 🔍 As climate change intensifies, the need for accurate climate risk assessment is more critical than ever. But with a variety of frameworks available, how do industries choose the right one? 🤔 Here's a quick categorisation of climate risk assessment frameworks and their industry-wise relevance: 🔹 1. Scenario-Based Frameworks Examples: TCFD, NGFS 🏦 Best suited for: Financial institutions, banks, and insurers ➤ These help in assessing long-term transition and physical risks under different climate scenarios. 🔹 2. Sector-Specific Risk Tools Examples: Aqueduct (for water risks), Climate Risk Index (for agriculture & coastal sectors) 🌾 Best suited for: Agribusiness, water-intensive sectors, coastal infrastructure ➤ Provide real-time data on exposure and vulnerabilities tailored to specific environmental stressors. 🔹 3. Regulatory/Compliance-Based Frameworks Examples: EU Taxonomy, SEBI BRSR Core in India 🏭 Best suited for: Corporates across sectors aiming to align with ESG regulations ➤ Ensures businesses integrate climate disclosures into their governance, strategy, and risk management. 🔹 4. Asset-Level Risk Models Examples: P-ROCC, Climate Impact Explorer 🏗️ Best suited for: Real estate, energy, infrastructure development ➤ Evaluates how individual assets perform under climate stress (e.g., floods, heatwaves, droughts). 🔹 5. Integrated Assessment Models (IAMs) Examples: IMAGE, GCAM 🧪 Best suited for: Research, policy planning, national adaptation strategies ➤ Support long-term planning by integrating environmental, economic, and social variables. 🎯 Why This Matters Industry-wise: Financial institutions need it for risk disclosure Manufacturing sectors need it for supply chain resilience Agriculture & energy sectors rely on it for long-term sustainability planning Policymakers require it for adaptation and mitigation roadmaps 💡 Bottom Line: A "one-size-fits-all" approach doesn't work for climate risk. Aligning the right framework with your sectoral priorities ensures better preparedness, compliance, and resilience. ✅ #ClimateRisk #SustainabilityStrategy #TCFD #ESG #ClimateFrameworks #IndustryFocus #NetZero #RiskManagement #BRSRCore #ClimateAction #ResiliencePlanning #SustainableFinance

🌍 Climate Risk Scenario Modeling — Why It Matters How will climate change reshape economies, industries, and communities—especially in the Global South? Climate risk scenario modeling offers a way to find out. Using frameworks like the NGFS Scenarios and IPCC models, we can assess how different climate futures might unfold. 🔥 Physical Risks – heatwaves, droughts, floods ⚡ Transition Risks – policy shifts, carbon pricing, market disruptions These tools help governments, investors, and development planners build more resilient strategies. 🔧 With tools like Python and R, climate data becomes insight—and insight drives smarter decisions. This isn’t just about forecasting. It’s about shaping a sustainable, adaptive future. #ClimateRisk #ScenarioModeling #NGFS #IPCC #Resilience #GlobalSouth #ClimateFinance #SustainableDevelopment #SustainableFinance #ClimateData #TransitionRisk #PhysicalRisk #PythonForClimate