Global Energy Monitor (GEM) is a non-profit research organisation that develops and publishes open-access data, interactive tools, and analysis on global energy infrastructure, including fossil fuels and renewable projects. GEM’s datasets and reports inform energy transition, climate policy and public understanding worldwide.

MIT Sloan Sustainability Initiative is an academic sustainability hub at MIT Sloan School of Management offering sustainability education, research and community engagement. It delivers sustainability courses, internships, events and research projects to develop sustainable business leadership and systems change, connecting students, faculty and partners globally.

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.

Open Geospatial Consortium develops and promotes open standards for geospatial and location-based data. Open Geospatial Consortium (OGC) supports interoperability across climate, environment, urban planning and risk analysis by enabling consistent sharing, integration and use of spatial data across public and private sectors worldwide.

Climate Central is an independent, non-profit organisation that researches and communicates climate science. It produces data-driven analysis, visual tools, and reports on climate change, sea-level rise, and extreme weather. Climate Central supports journalists, decision-makers, and the public with accessible, evidence-based climate information for global risk assessment and climate literacy initiatives.

UN Biodiversity Lab (UNBL) is a UN-supported platform providing spatial biodiversity and nature data for policy and decision-making.UNBL integrates global and national datasets, interactive maps and dashboards to support governments, researchers and organisations working on biodiversity conservation, land use planning and sustainable development.

Norwegian Geotechnical Institute (NGI) is an independent research institute specialising in geotechnical engineering and engineering geoscience. It delivers applied research, testing and consulting on infrastructure, landslides, offshore energy and climate resilience, supporting public authorities and industry with science-based solutions worldwide. Founded in Norway, it works globally across mitigation and development.

Linux Foundation is a global non-profit that enables open source collaboration at scale. It hosts and supports critical projects across cloud, Linux, security and AI. Activities include governance, research, training, certification and events, helping organisations build, adopt and sustain open source technologies worldwide for industry, public sector and developer communities.

OS-Climate is an open-source initiative hosted by the Linux Foundation building climate data and analytics infrastructure to integrate climate risk into financial decision-making at scale. It unites financial institutions, tech leaders and scientists to develop transparent tools for climate risk, portfolio alignment and transition analysis.

United Nations Department of Economic and Social Affairs (UN DESA) supports global sustainable development through policy analysis, data, and capacity-building. It leads work on Sustainable Development Goals (SDGs), economic and social policy, population trends, and public governance, providing evidence-based resources for governments, researchers, and international stakeholders worldwide.

data.org is a global initiative advancing data science and artificial intelligence for social impact. It convenes governments, foundations and practitioners, funds innovation challenges, publishes applied research, and builds capacity to use data responsibly across climate, health, equity and development, supporting evidence-based decision-making worldwide through partnerships, training programmes and open collaboration.

The report analyses US climate-driven mortgage risk, showing floods as the dominant driver of post-disaster foreclosures. Rising insurance costs, coverage gaps and falling property values create hidden credit losses. It argues climate risk should be treated as a sixth core credit assessment factor.

IQAir is a commercial air quality technology company providing real-time air pollution data, analytics and monitoring solutions. It operates a global air quality platform, publishes World Air Quality Reports, and supplies air monitoring hardware. IQAir data supports public health, environmental research, urban planning and policy decision-making worldwide across multiple regions.

The study shows only transformative sustainability initiatives predict higher future profitability and generate positive abnormal stock returns. Advocacy, preparation and standard ESG ratings do not. Markets initially mispriced transformative actions, but learning gradually eliminated the alpha by 2022.

GARP benchmarks 13 vendors’ asset-level climate physical risk models, finding wide dispersion in hazard and damage estimates due to differing data, assumptions and methods. The report stresses due diligence, transparency and improved asset data when selecting vendors.

This study analyses 202 US cities, linking historic redlining to higher present-day cumulative environmental burdens. Using EJScreen data and modelling, it finds redlined neighbourhoods face significantly greater combined pollution exposures, particularly from traffic, hazardous waste and wastewater sites, with strongest disparities in western regions.