European Centre for Medium-Range Weather Forecasts (ECMWF) is an independent intergovernmental organisation providing global numerical weather prediction and climate data. ECMWF supports forecasting, climate risk analysis, Copernicus services, research, and decision-making through high-resolution models, reanalysis datasets, and open scientific expertise.

Carbon Brief’s Attribution Studies Interactive Map is a searchable database mapping published climate-event attribution research. It shows how climate change influenced the likelihood or severity of extreme weather events globally, categorised by country and event type, with visual indicators of study findings on human-caused warming.

TransitionArc is a public-facing platform that aggregates leading corporate climate transition data and analysis, enabling comparison of companies’ progress on science-aligned targets and disclosure metrics to support investment, engagement and policy decisions. It streamlines disparate assessments into a coherent view of corporate transition performance

Sustainability Reporting Navigator (SRNAV) is an online database and benchmarking platform providing access to over 500 mandatory CSRD sustainability reports, interactive comparison tools and research insights to support systematic analysis of corporate sustainability disclosures. It includes a free benchmarking hub for reports and disclosure data under the EU CSRD regime. Accounting Research Centre (ARC) is a research centre operated within the EAA, created to develop and host research tools and databases such as SRNAV.

Climate Arc is a non-profit organisation focused on accelerating capital flows to climate solutions. It develops data tools, research, and insights to assess transition performance across companies, sectors, and markets. Climate Arc supports investors, policymakers, and practitioners seeking credible, decision-useful climate intelligence, with a global perspective and independent analytical approach.

This literature review assesses evidence on how delayed, failed or uneven climate transitions affect UK and global financial stability. It finds intensifying physical and transition risks, potential mispricing and spillovers, and significant uncertainty, highlighting EMDE transitions as central to managing systemic financial risk.

En-ROADS is an interactive global climate and energy policy simulation tool developed by Climate Interactive. It enables users to test policy scenarios and assess impacts on emissions, energy systems and temperature pathways to 2100, supporting climate risk analysis, strategy development and decision-making.

Global Energy Monitor is an open-access research database that compiles and analyses global energy infrastructure data, including fossil fuel and renewable projects, via interactive tools, maps and downloadable datasets to support informed analysis of energy trends and ownership structures.

The GHG Protocol Life Cycle Databases page lists third-party life cycle inventory and emissions datasets to support product life cycle and corporate value chain (Scope 3) greenhouse gas accounting. It links to multiple global and sector-specific LCI sources, with summaries of content, formats and accessibility.

openLCA Nexus is an online repository providing access to life cycle assessment databases for environmental and sustainability analysis. It hosts free and licensed datasets from multiple providers, covering energy, materials, agriculture, transport and waste, designed for use within the openLCA software environment.

Climate Interactive creates and shares scientifically grounded climate simulators and interactive tools that help users explore climate solutions, energy policy impacts and systems thinking. It supports workshops, role-playing games and training to inform effective, equitable climate action worldwide, with tools like En-ROADS and C-ROADS widely used by educators and policymakers.

Orbae is an open-data platform by AdAstra Sustainability that quantifies greenhouse gas emissions from agricultural land-use change. It provides high-resolution, spatially explicit data to assess land conversion impacts across crops, regions and supply chains, supporting climate risk analysis, reporting and sustainable finance decision-making.

OS-Climate Transition Analysis is an open-source scenario-modelling tool that simulates economic, energy and climate system interactions. It supports assessment of transition risks, technology pathways and investment trade-offs under alternative decarbonisation scenarios for financial and strategic analysis.

An interactive data explorer for the Shared Socioeconomic Pathways (SSPs) used in IPCC climate modelling, allowing comparison of socioeconomic and emissions trajectories under different future scenarios. It presents scenario data on population, economy, energy and related variables to analyse possible climate outcomes.

The Global Energy and Climate Model is an integrated analytical tool developed by the International Energy Agency to assess long-term global energy systems. It supports scenario analysis of energy demand, supply, investment and emissions under different policy and technology pathways.

GlobalCarbonAtlas.org is an online platform for exploring, visualising and downloading up-to-date global and regional carbon flux and emissions data from human activities and natural processes, supporting analysis of CO₂, methane and nitrous oxide trends across countries and sectors.