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Greenhouse Gas Emissions

Greenhouse Gas (GHG) Emissions, including carbon dioxide and methane, trap heat in the atmosphere and drive climate change. Reducing emissions is vital to mitigating global warming risks and aligning with climate targets like the Paris Agreement, influencing long-term corporate and investment strategies.

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Climate data in the investment process: Challenges, resources, and considerations

CFA Institute Research & Policy Centre
The report examines how climate-related data are used in investment decision-making, highlighting limitations in availability, consistency, and comparability. It reviews greenhouse gas metrics, evolving global disclosure standards, and regulatory milestones, and outlines practical strategies for investors managing imperfect climate data.
Research
10 April 2024

Quantitative climate scenario analysis in financial decisions: Case studies

Climate Financial Risk Forum (CFRF)
This CFRF report presents nine case studies demonstrating how quantitative climate scenario analysis informs financial decisions. It assesses physical and transition risks across assets, sectors and geographies, translating climate pathways into impacts on valuations, credit risk and losses to support risk-based decision-making.
Research
22 October 2025

The alignment of companies' sustainability behavior and emissions with global climate targets

The study analyses sustainability reports from major listed companies to assess alignment with Paris climate targets. Using natural language processing, it finds alignment depends on the type of actions taken. Firms prioritising innovation and energy transition outperform those focused on risk mitigation.
Research
5 December 2023

Chipping point: Tracking electricity consumption and emissions from AI chip manufacturing

Greenpeace East Asia
The report estimates AI chip manufacturing electricity use rose from 218 GWh in 2023 to 984 GWh in 2024, driven by East Asian production. By 2030, demand could reach 11,550 - 37,238 GWh, sharply increasing emissions unless renewable electricity adoption accelerates.
Research
8 April 2025

Towards common criteria for sustainable fuels

International Energy Agency (IEA)
This IEA report examines how common, transparent criteria for sustainable fuels could support decarbonisation. It compares existing standards, highlights inconsistencies in definitions, and proposes supply-chain greenhouse gas intensity as a basis for fair comparison and policy alignment.
Research
25 September 2024

Changing markets foundation

Issue Focused NGOs & Think Tanks
Changing Markets Foundation accelerates sustainability market shifts by exposing irresponsible corporate practices and promoting environmentally and socially beneficial solutions. Working with NGOs and research partners, it drives campaigns on climate, plastics, food systems and fashion to influence markets and public policy. It is an independent environmental advocacy nonprofit.
Organisation
1 research item

Resilient LLP

Other
Resilient LLP is a specialist climate change and clean energy law firm providing expert legal, policy and regulatory advice to public and private energy companies, governments, financial institutions and NGOs. It focuses on carbon markets, net-zero strategy, sustainable finance and Indigenous rights in the energy transition.
Organisation
1 research item

Building resilient supply chains: Getting the most out of supplier engagement

We Mean Business
The report outlines how climate-related risks threaten supply chains and presents seven practical steps to strengthen resilience through supplier engagement. It stresses clear objectives, data use, prioritisation, incentives and cross-functional collaboration to drive emissions reduction, improve transparency and align procurement with long-term sustainability and risk-management goals.
Research
4 November 2025

Guidance Handbook

International Capital Market Association
ICMA’s June 2025 Guidance Handbook clarifies practical application of Green, Social, Sustainability and Sustainability-Linked Bond Principles, covering use of proceeds, governance, reporting, verification and market issues. It supports consistent labelling, transparency and market integrity across sustainable debt instruments.
Research
24 June 2025

SME Climate Hub

Other Industry / Sector Specific Groups & Sponsored Organisations
SME Climate Hub is a non-profit global initiative empowering small and medium-sized enterprises (SMEs) to take climate action, halve emissions by 2030 and achieve net zero by 2050. It offers free tools, resources and a recognised climate commitment framework to help SMEs measure, reduce and report their carbon emissions.
Organisation
1 research item

Exponential Roadmap Initiative

Finance / Corporate Focused NGOs & Think Tanks
Exponential Roadmap Initiative (ERI) is a global, mission-driven organisation accelerating science-aligned climate action. It works with companies, investors and partners to scale climate solutions, assess climate performance, and support pathways to halve global greenhouse gas emissions by 2030 through practical frameworks and collaborative initiatives across business, finance and policy contexts.
Organisation
1 research item

Green finance was supposed to contribute solutions to climate change. So far, it’s fallen well short

The article argues that while climate disclosure and green finance initiatives have expanded since Mark Carney’s “tragedy of the horizon” speech, they have failed to shift capital at the scale required to address climate and nature risks. It contends that deeper structural reforms to financial valuation, incentives and capital allocation are needed to move beyond managing symptoms toward financing real-world solutions.
Article
5 January 2026

Beliefs about the climate impact of green investing

Leibniz Institute for Financial Research SAFE
The study finds retail investors substantially overestimate green funds’ climate impact compared with academic experts, mainly due to limited understanding of financial-market transmission. Providing expert information lowers investors’ impact beliefs and willingness to pay, indicating misaligned expectations may drive capital towards products with limited real-world emissions effects.
Research
5 December 2025

3D investing: Implications for net zero

CFA Institute Research & Policy Centre
The report evaluates 3D investing, extending mean–variance optimisation to include sustainability. It shows how integrating forward-looking climate metrics enables portfolios to balance risk, return, and decarbonisation, supporting alignment with Paris-aligned net-zero pathways under realistic investment constraints.
Research
8 November 2024

ITI’s sustainable technology policy guide: Understanding AI’s role in the energy transition

Information Technology Industry Council (ITI)
The report outlines how AI increases energy demand yet supports sustainability through efficiency gains, improved forecasting, and advanced grid management. It recommends grid modernisation, expanded low-carbon power, enhanced data-centre resource efficiency, and lifecycle carbon management to enable reliable, sustainable deployment of next-generation technologies.
Research
21 September 2024

Moving forward imagining a sustainable transport system

New Economics Foundation
The report outlines a universal basic services approach to UK transport, highlighting inequitable access, high emissions, and car dependence. It assesses current government reforms and recommends long-term, publicly oriented investment to expand affordable, integrated, low-carbon mobility, prioritising public transport and active travel within environmental limits.
Research
18 December 2024
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