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Scientific Climate Ratings

EDHEC Business School
Scientific Climate Ratings delivers forward-looking, science-based climate risk ratings quantifying financial materiality of physical and transition risks for infrastructure assets globally.
Online tool/database

Using scenario analysis for future resilience: Top tips for pension fund chairs and trustees

Accounting for Sustainability (A4S)
This guide from Accounting for Sustainability supports pension fund chairs and trustees to move beyond simplified climate scenario analysis. It outlines the limitations of current models, provides practical examples from USS, NBIM and APG, and offers six actionable tips to embed scenario insights into strategic decision making.
Research
1 June 2026

AI data centers and electricity demand: Taming the energy guzzlers

Research Institute of Economy, Trade and Industry (RIETI)
This paper examines AI data centre electricity demand and its costs for ratepayers and the environment. It finds that Big Tech market capitalisations have risen far above predicted levels since ChatGPT's 2022 launch, while data centres drive up electricity prices and fossil fuel use. Regulatory reforms and innovations are recommended.
Research
1 February 2026

From climate crisis to insurance crisis: Designing solidarity-based natural disaster insurance

Urgewald
This report examines rising climate-related insurance losses and Germany's lack of comprehensive natural disaster coverage, with only 57% of residential buildings insured against such risks. It analyses international public-private insurance models — particularly France's CatNat system — and recommends a solidarity-based approach alongside measures to hold the fossil fuel industry financially accountable.
Research
9 April 2026

Looking beyond greenhouse gas emissions: Interlinkages between the commercial vehicle industry and nature

World Wide Fund for Nature (World Wildlife Fund – WWF)
Published by WWF Sweden in collaboration with TRATON GROUP, this report examines the commercial vehicles sector's interlinkages with nature across its full value chain. It analyses six key commodities and value chain stages, identifies nature-related risks for businesses, and calls for sector-wide collaborative action towards a nature-positive future.
Research
13 February 2026

Potential business cases in measuring biodiversity state and impact in agriculture

Svensk Kolinlagring
A joint Mistra FinBio and Svensk Kolinlagring report identifying three business cases linking biodiversity data to agricultural finance: baseline databanks for bank and insurance risk assessment, and an MRV system for biodiversity claims. It highlights the financing gap in regenerative agriculture and outlines potential biodiversity-linked financial products.
Research
1 December 2025

Beyond the parcel: Unlocking risk assessment of complex infrastructure assets

First Street
This First Street report applies climate risk modelling to five infrastructure asset types — airports, residential developments, rail networks, transmission lines, and toll roads — demonstrating how localised physical hazards translate into material revenue losses and operational downtime, and why traditional parcel-based risk tools are inadequate for complex infrastructure.
Research
28 May 2026

Urban heat risk management: Resource package

United Nations Office for Disaster Risk Reduction (UNDDR)
This resource package provides practical guidance for local and national governments on managing urban heat risks through governance, planning, nature-based solutions and emergency preparedness. Drawing on global evidence and city case studies, it outlines strategies to strengthen urban resilience to increasing extreme heat.
Resource hub
14 April 2025

Unlocking climate risk insurance: The role of public development banks

Climate Policy Initiative
This report examines how public development banks (PDBs) can expand climate risk insurance in emerging markets and developing economies. It identifies five key barriers to insurance uptake, analyses distinct roles for national, regional, and multilateral development banks, and provides recommendations to scale insurance solutions that build climate resilience.
Research
7 May 2026

Climate Central

Climate Central
Climate Central Resources is an online library of climate science content, interactive tools, graphics and datasets. It provides evidence-based information on climate change impacts, extreme weather, sea level rise and climate risk, supporting analysis, communication and decision-making across sectors, including finance.
Resource hub

ResilienceArc

ARC Centre of Excellence for Climate Extremes
ResilienceArc is an open-access platform assessing corporate exposure and resilience to physical climate risks by linking asset-level data.
Online tool/database
4 November 2025

Navigating nature-related data: Metrics, sources and uses

Network of Central Banks and Supervisors for Greening the Financial System (NGFS)
This NGFS information note examines available nature-related data resources and methods for integrating them into financial risk assessment. It reviews metrics and indicators against five key criteria, presents four case studies, and identifies data quality, availability, and standardisation challenges. Public-private collaboration and targeted investment are recommended to address data gaps.
Research
2 April 2026

Biodiversity loss will decrease the future creditworthiness of nations

This study examines how biodiversity and ecosystem service loss affect sovereign creditworthiness across 23 countries. Using ecological-economic modelling, it finds that a partial ecosystem collapse could generate US$162 billion in additional annual debt servicing costs globally, highlighting that sovereign credit ratings are systematically underpricing nature-related financial risks.
Research
27 May 2026

Don't mess with the ETS: Priorities for the upcoming EU emissions trading system revision

Carbon Market Watch
Carbon Market Watch presents a 10-point plan for improving the EU Emissions Trading System ahead of its upcoming revision. The report argues against weakening the cap, free allocation phase-out, or the Market Stability Reserve, and calls for expanded coverage of aviation, shipping, and biomass, alongside eliminating fossil fuel subsidies from ETS revenues.
Research
10 May 2026

Modeling ghost GDP: Macro-financial risk and diversified portfolios in the age of artificial intelligence, automation, and populism

The Predistribution Initiative
This PDI working paper stress-tests four AI-driven labour displacement scenarios against US macro-financial data, modelling cascading losses across household debt, corporate credit, equities, pensions, insurance, and fiscal channels. Total economy-wide value at risk ranges from approximately $15–18 trillion (Light) to $62–72 trillion (Aggressive). Predistributive mechanisms are proposed as structural solutions.
Research
8 June 2026

National climate change risk assessment for Aotearoa New Zealand series

He Pou a Rangi – Climate Change Commission
This benchmark series provides a comprehensive evaluation of climate change risks across Aotearoa New Zealand. It assesses vulnerabilities within the natural environment, built infrastructure, economy, society, and governance frameworks. The series serves as a critical resource for guiding long-term adaptation planning, resilient investment, and strategic policy development.
Benchmark/series
28 April 2026
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