Library | Sustainable Finance Practices

ESG Integration and analysis

Tools, methodologies, and frameworks for embedding ESG factors into financial analysis, valuation, credit assessment, underwriting, and portfolio management, while separating out broader strategic elements.

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CDC: Climate Data Center

German Weather Service (DWD)
The CDC-Portal is an interactive web interface from the Deutscher Wetterdienst’s Climate Data Center that provides searchable access to climate data sets, enabling graphical and tabular previews and downloads of observational and derived climate data for research and analysis.
Online tool/database

MapX

United Nations Environment Programme
This MapX project is part of an open-source web platform for managing, analysing and visualising geospatial data. It enables interactive mapping of spatial datasets and statistics within themed projects, supporting environmental, resource and risk assessments through layered maps and related tools.
Online tool/database

Minerals Intelligence Network for Europe (Minerals4EU)

Geological Survey of Finland (GTK)
Minerals4EU was a European mineral intelligence platform providing harmonised spatial and statistical data on mineral occurrences, mines and resources across EU member states. It featured a web portal, a European Minerals Yearbook and supported decision-making on raw materials supply and policy through integrated, interoperable data.
Online tool/database

OS-Climate: Transition Analysis

OS-Climate (Open Source Climate)
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.
Online tool/database

UN Biodiversity Lab

Government Sponsored / Multilateral Organisations
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.
Organisation
1 research item

INGENIAR Risk Intelligence

Commercial Research Providers
Ingeniar: Risk Intelligence is a commercial risk management consultancy specialising in disaster risk assessment, climate resilience, and probabilistic risk modelling. It provides technical studies, analytics, and software tools supporting infrastructure planning, adaptation strategies, and financial risk decision-making for public and private sector clients globally.
Organisation
1 research item

CIMA Research Foundation

Scientific Bodies
CIMA Research Foundation is a non-profit scientific organisation specialising in environmental monitoring, climate risk and disaster risk reduction. It develops forecasting models, early warning systems and applied research for civil protection, climate adaptation and resilience, working with governments, academia and international programmes across Europe and globally in multiple hazard domains.
Organisation
1 research item

NGFS Scenarios Portal

Network of Central Banks and Supervisors for Greening the Financial System (NGFS)
The NGFS Scenarios Portal is a publicly available database developed by the Network for Greening the Financial System, providing harmonised climate and macroeconomic scenarios. It supports central banks and supervisors in assessing short- and long-term climate-related financial risks through consistent, transparent scenario analysis.
Online tool/database

Electricity Maps

Electricity Maps
Electricity Maps is a global electricity data platform offering historical, real-time and forecasted information on generation mix, carbon intensity, prices and flows via interactive maps and an API. It supports integration into applications for sustainability insights, carbon accounting and energy analysis across regions worldwide.
Online tool/database

WESR: Air Visual

IQAir
The IQAir × UNEP air quality tool aggregates real-time PM2.5 data from thousands of monitors worldwide to show current air pollution exposure and estimates by age group, relative to WHO guidelines. It supports global air quality assessment through an interactive map and hourly updated exposure statistics.
Online tool/database

UNEP Strata

United Nations Environment Programme
UNEP Strata is a free, web-based geospatial platform that maps where climate, environmental and security stresses overlap with socio-economic vulnerabilities to support analysis, planning and monitoring by practitioners, analysts and policymakers.
Online tool/database

Minamata Convention Data Platorm

Minamata Convention Data Platorm is an open-source, cloud-based geospatial platform for managing, analysing and visualising spatial data on natural resources and the environment. It supports dashboards, maps and story maps to aggregate and share authoritative data for decision-making and impact monitoring.
Online tool/database

World Bank CMIP5 Global Climate Change Viewer

The World Bank
The World Bank’s Climate Knowledge Portal – CMIP5 section provides access to historical and future climate projections based on the Coupled Model Intercomparison Project Phase 5. It supports analysis of temperature, precipitation and climate risks for countries/regions using multi-model ensemble data to inform climate risk assessment and adaptation planning.
Online tool/database

FIRMS Fire Information for Resource Management System

National Aeronautics and Space Administration (NASA)
NASA’s Fire Information for Resource Management System (FIRMS) provides global near-real-time satellite data on active fires and thermal anomalies, viewable via interactive maps, alerts and downloadable files. It uses MODIS and VIIRS instruments to detect fire locations and deliver data within hours for monitoring, analysis and decision-making.
Online tool/database

Éclaircies

Other
Éclaircies is an independent expert collective producing open-source climate, energy and environmental analysis. It develops data tools, methodologies and reports to improve transparency on fossil fuel exposure, emissions and transition risks. Outputs support researchers, journalists, civil society and policymakers seeking evidence-based insights across global climate finance and energy systems worldwide.
Organisation
1 research item

Data for Good

Issue Focused NGOs & Think Tanks
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.
Organisation
1 research item
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