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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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
2 research items

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
The ESG and the Sustainable Economy Handbook series is a multi-part research and guidance series that explains how environmental, social and governance (ESG) considerations intersect with legal, operational and investment practices across global markets, supporting finance professionals and corporate actors to understand and integrate ESG into business and investment 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

Oxygen Consulting

Commercial Research Providers
Oxygen Consulting offers specialist sustainability consulting services across carbon, climate and nature, sustainability strategy and advisory, disclosure and reporting, audit and assurance, and capability development. Serving organisations in New Zealand across diverse sectors, it supports measurement, strategy formation and robust sustainability-governance frameworks to drive meaningful business impact.
Organisation
1 research item

Our world in data

Our World in Data is a free, open-access research platform maintained by the UK-based non-profit Global Change Data Lab that collates, visualises and publishes global long-term data on topics such as health, economy, environment and development.
Online tool/database

Increasing climate ambition, decreasing emissions: The third progress report of the net-zero asset owner alliance

United Nations Environment Programme Finance Initiative (UNEP FI)
The report outlines the Net-Zero Asset Owner Alliance’s progress in reducing financed emissions, strengthening target-setting, and expanding climate-solution investments. It highlights updated methodologies, increased engagement with companies and policymakers, and rising member participation, underscoring the need for credible transition pathways and supportive policy environments to advance alignment with 1.5°C goals.
Research
19 October 2023

Responsible investment: Australian perspectives on private equity practices

&Bloom
This report outlines how Australian private equity firms are integrating ESG across the investment cycle in response to mandatory climate reporting, taxonomy alignment, and stakeholder expectations. It highlights evolving screening, due diligence, ownership, and exit practices, and shows how ESG integration can support value creation and strengthen competitive positioning.
Research
24 September 2025

Firm‐level climate change exposure

European Corporate Governance Institute (ECGI)
The report develops a machine-learning method to measure firm-level climate change exposure from earnings calls across 34 countries. It identifies opportunity, physical, and regulatory dimensions and shows that these exposures predict green hiring, green patenting, and are reflected in options and equity markets.
Research
1 March 2023
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