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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Investing in tomorrow: A guide to building climate-resilient investment portfolios

Investment Leaders Group
This guide outlines how investors can integrate physical climate risks into listed equity and debt portfolios, strengthen portfolio resilience, and mobilise capital for adaptation through asset allocation, due diligence, engagement, and collaboration across policy, finance and the real economy.
Research
15 January 2025

Making money talk nicely: Biodiversity impact assessment for investors

This study compares eight biodiversity impact assessment tools used by investors. It finds low consistency in company rankings due to non-standardised methods, weak transparency and limited validation, concluding that reliance on single tools risks mispricing nature-related financial risk and calling for improved disclosures and spatially explicit approaches.
Research
26 June 2025

Combined climate stress testing of supply-chain networks and the financial system with nation-wide firm-level emission estimates

This study utilises comprehensive Hungarian firm-level data to stress-test the economy and banking system against carbon pricing shocks. While direct impacts at €45/t appear minimal, supply chain contagion significantly amplifies losses, potentially by 4000% if essential inputs cannot be substituted. This highlights critical risks in systemic supply network dependencies.
Research
30 January 2025

Corporate sustainability and scandals

The report analyses global listed firms from 2010–2022 and finds that stronger alignment with UN Sustainable Development Goals is associated with fewer, less severe corporate scandals, especially in highly scrutinised sectors such as energy and utilities, offering investors predictive insight beyond conventional ESG ratings.
Research
14 August 2024

Leveraging physical climate risk data

Central Banks and Supervisors Network for Greening the Financial System
The report outlines data requirements for assessing physical climate risks, highlighting gaps in hazard, exposure, vulnerability, and adaptation information. It reviews emerging tools, stresses limitations in insurance and asset-level data, and recommends capacity building, collaboration, and improved data systems to enhance financial sector climate-risk analysis.
Research
29 September 2025

Assessment of the biodiversity impacts and dependencies of globally listed companies

Finance for Biodiversity Foundation
The report assesses biodiversity impacts and ecosystem service dependencies of 2,369 globally listed companies using multiple footprinting tools. It finds impacts highly concentrated among few firms, driven mainly by climate change, pollution and land use, with food, energy and chemicals sectors prioritised for investor engagement.
Research
10 February 2024

Integrating ESG and AI: A comprehensive responsible AI assessment framework

The report introduces an ESG-AI framework enabling investors to assess AI-related environmental, social, and governance risks. Drawing on insights from 28 companies, it provides use-case materiality analysis, governance indicators, and deep-dive assessments to support transparent, responsible AI evaluation and investment decisions.
Research
10 June 2025

SDGs in Latin America and the Caribbean: Statistical knowledge management hub

Economic Commission for Latin America and the Caribbean (ECLAC)
The tool Regional Statistical Monitoring on the Economic Commission for Latin America and the Caribbean (ECLAC) portal aggregates comparable regional data on Sustainable Development Goals (SDG) indicators — combining global databases with regional-specific statistics and trend projections — to track progress towards the 2030 Agenda for Sustainable Development in Latin America and the Caribbean.
Online tool/database

Institute for Sustainable Finance (ISF)

Academic Institutions
Institute for Sustainable Finance (ISF) at Smith School of Business, Queen’s University, is Canada’s first multi-disciplinary hub aligning finance with environmental sustainability. It conducts research, publishes policy guidance, and runs education and collaboration programmes to help policymakers, investors, and firms integrate climate risk, nature, and ESG considerations into capital allocation and regulation.
Organisation
1 research item

International Union for Conservation of Nature (IUCN)

Government Sponsored / Multilateral Organisations
International Union for Conservation of Nature (IUCN) is a global membership Union—comprising governments, NGOs and civil-society organisations—that works to conserve biodiversity and promote sustainable use of natural resources. Founded in 1948, IUCN mobilises a network of over 1,400 Member organisations and around 16,000 experts worldwide. IUCN monitors species and ecosystems, develops data-driven policy guidance, and supports conservation and restoration projects across lands, oceans, freshwater systems and climate-sensitive regions.
Organisation
1 research item

CLIMATEWATCH

World Resources Institute
Climate Watch is a free, open-data platform aggregating global and national climate information: historical greenhouse-gas emissions, future scenarios, and countries’ climate commitments (NDCs, long-term strategies, net-zero pledges).
Online tool/database

The (climate) Health Attribution Library

The Health Attribution Library is a curated “living” database compiling peer-reviewed studies that quantify human-health impacts of anthropogenic climate change through end-to-end detection and attribution analysis.
Online tool/database

Essential guide to valuations and climate change

Accounting for Sustainability (A4S)
This guide provides a framework for incorporating climate-related risks and opportunities into business valuations. It outlines a five-step process, highlights data and disclosure challenges, and illustrates application through case studies. The aim is to support more consistent, transparent and informed valuation practice as climate impacts become increasingly material.
Research
10 December 2020

Guidance on value chains

Taskforce on Nature-related Financial Disclosures (TNFD)
This guidance outlines how organisations can assess nature-related dependencies, impacts, risks and opportunities across their value chains. It explains common challenges, approaches using the TNFD LEAP framework, and the role of primary and secondary data. It also summarises how major sustainability frameworks address value chain considerations.
Research
27 June 2024

ESG and the sustainable economy handbook series

K&L Gates
This benchmark series outlines key legal, operational, and investment considerations shaping ESG and the sustainable economy. It provides structured guidance for investors, operators, and policymakers on evolving practices, regulatory expectations, and sector-level developments, offering a consistent foundation for understanding how sustainability themes influence financial and organisational decision-making.
Benchmark/series
11 November 2025

Freshwater ecosystem explorer

United Nations Environment Programme
FreshExplorer is an interactive mapping tool that displays data on water, sanitation, and hygiene services globally, assisting policymakers and researchers to view coverage statistics, trends, and service gaps. The platform enables data exploration by country, service type, and time period, using Aus/UK spelling and grammar conventions.
Online tool/database
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