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GRI risk viewer

Oxford Programme for Sustainable Infrastructure Systems (OPSIS)
The Global Resilience Index (GRI) Risk Viewer provides global‑scale risk metrics across hazard, exposure and vulnerability to assess risks to people, planet and prosperity via open, publicly available datasets.
Online tool/database

Oxford Programme for Sustainable Infrastructure Systems (OPSIS)

Academic Institutions
Oxford Programme for Sustainable Infrastructure Systems (OPSIS) delivers research and education on resilient, sustainable infrastructure across energy, transport, water and digital systems. Based at the University of Oxford’s Environmental Change Institute, OPSIS develops system‑of‑systems models to assess climate risks and support data‑driven decision‑making for infrastructure resilience.
Organisation
1 research item

Guidance for leveraging the Singapore-Asia taxonomy in green and transition financing

Singapore Sustainable Finance Association (SSFA)
This report provides practical guidance for applying the Singapore-Asia Taxonomy (SAT) in green and transition financing. It addresses data gaps, evolving criteria, transition plans, and scenarios where full alignment with SAT is not possible, promoting credible financing practices across Southeast Asia’s key sectors.
Research
10 July 2025

Singapore Sustainable Finance Association (SSFA)

Finance Industry Groups
Singapore Sustainable Finance Association (SSFA) supports Singapore’s emergence as a trusted, vibrant and inclusive sustainable‑finance centre. Established in January 2024 by Monetary Authority of Singapore (MAS) and financial industry stakeholders, SSFA drives collaboration across financial, corporate and academic sectors via workstreams on taxonomy, carbon markets, transition finance, blended finance and natural capital.
Organisation
1 research item

Mobilising institutional capital towards the SDGs and a Just Transition

Impact Investing Institute
This report outlines pathways for mobilising institutional capital towards the Sustainable Development Goals and a Just Transition. It focuses on investment vehicles, emerging markets, and private asset classes, providing practical recommendations, case studies, and frameworks to integrate environmental, social, and community considerations into scalable, impactful financial strategies.
Research
17 December 2021

Interpreting the corporate standard for U.S. public sector organizations

World Resources Institute
This guide interprets the Greenhouse Gas Protocol Corporate Standard for U.S. public sector organisations. It provides standardised methods for accounting and reporting greenhouse gas emissions, supports inventory quality, and addresses public sector-specific scenarios such as leased assets, joint operations, and regulatory compliance.
Research
13 October 2010

Guidelines for quantifying GHG reductions from grid-connected electricity projects

World Resources Institute
These guidelines provide a standardised, policy-neutral framework for quantifying greenhouse gas (GHG) reductions from grid-connected electricity projects. They cover both generation and electricity reduction activities, using simplified methods to estimate baseline emissions and avoided emissions. Intended for project developers and programme designers, the guidelines emphasise accuracy, transparency, and conservativeness.
Research
31 July 2007

Estimating and reporting the comparative emissions impacts of products

World Resources Institute
This report outlines a neutral framework for estimating and reporting the greenhouse gas impacts of products, both positive and negative. It advocates the use of consequential methods for decision-making, highlights methodological challenges in attributional approaches, and recommends transparency and completeness in emissions assessments and corporate reporting.
Research
23 March 2023

The GHG protocol for project accounting

World Resources Institute
This report outlines standards and procedures for quantifying and reporting greenhouse gas (GHG) reductions from mitigation projects. It provides a framework to estimate baseline emissions, assess additionality, and apply consistent accounting principles. The guide supports transparency, credibility, and harmonisation across project-based GHG initiatives.
Research
6 December 2005

Policy and action standard: An accounting and reporting standard for estimating the greenhouse gas effects of policies and actions

World Resources Institute
The Policy and Action Standard provides a consistent framework for estimating and reporting the greenhouse gas (GHG) impacts of policies and actions. It outlines methods for ex-ante and ex-post assessments, defines principles of GHG accounting, and offers guidance on defining policy boundaries, estimating baseline emissions, and assessing uncertainty to support transparent, accurate decision-making.
Research
11 March 2015

Global protocol for community-scale greenhouse gas inventories: An accounting and reporting standard for cities version 1.1

World Resources Institute
The Global Protocol for Community-Scale Greenhouse Gas Inventories (Version 1.1) provides a standardised framework for cities to measure and report greenhouse gas emissions. It enables consistent, transparent accounting across six sectors, including energy, transport, and waste, supporting emissions tracking, target setting, and aggregation with national inventories.
Research
6 October 2021

The greenhouse gas protocol: A corporate accounting and reporting standard

World Resources Institute
The Greenhouse Gas Protocol Corporate Standard provides a framework for businesses to quantify and report greenhouse gas emissions. It establishes standardised accounting principles, categorises emissions by scope, and offers guidance for setting organisational and operational boundaries. The Standard promotes transparency, consistency, and comparability in corporate GHG inventories.
Research
13 April 2004

Green and intelligent: the role of AI in the climate transition

Artificial intelligence (AI) can support the climate transition by reducing global emissions by up to 5.4 GtCO₂e annually by 2035 in the power, food, and transport sectors, surpassing its own energy footprint. Strategic government action is essential to ensure AI accelerates low-carbon solutions equitably and effectively.
Research
16 June 2025

The path to a new era for nuclear energy

International Energy Agency (IEA)
Nuclear energy is gaining momentum as a reliable, low-emissions electricity source. The report outlines growth drivers, investment needs, emerging technologies such as small modular reactors, and policy frameworks required for scale-up. Financing challenges, supply chain risks, and workforce planning are key to realising nuclear’s role in future energy systems.
Research
28 January 2025

Nature positive: Leaders’ insights for the transition in cities

Oliver Wyman
The report outlines strategies and case studies from global cities integrating nature into urban development to address climate and biodiversity challenges. It highlights the importance of public-private collaboration, compact planning, and nature-based infrastructure in fostering resilient, sustainable, and equitable cities. Solutions are scalable and grounded in real-world examples.
Research
11 November 2024

Starting up: Responsible investment in venture capital

Principles for Responsible Investment (PRI)
This report examines how environmental, social, and governance (ESG) factors are being adopted in venture capital. It outlines current practices, challenges, and industry-specific considerations, and highlights the need for tailored guidance, collaboration, and early-stage engagement to advance responsible investment across the venture capital ecosystem.
Research
19 January 2022
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