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Sizing the inevitable investment opportunity: Climate adaptation

Government of Singapore Investment Corporation (GIC)
This report estimates the climate adaptation market will grow from US\$1tn in 2024 to US\$4tn by 2050, with US\$2tn driven by global warming. Investment opportunities could reach US\$9tn, spanning emerging and established solutions, largely resilient to climate scenario differences over the next 25 years.
Research
2 May 2025

Local sea-level projections

Climate Analytics
This tool shows local sea-level projections (relative to 2000) using tide-gauge and gridded data from Kopp et al (2014), extended by Rasmussen et al (2018) and Bamber et al (2019). It provides scenarios labelled RCP26, RCP45 and RCP85, with uncertainty ranges and attention to regional differences.
Online tool/database

Climate Analytics

Finance / Corporate Focused NGOs & Think Tanks
Climate Analytics is a global climate science and policy institute driving climate action aligned to the 1.5 °C warming limit. It empowers vulnerable countries via targeted research, analysis, diplomacy and tools—from impact and risk assessment to decarbonisation pathways—to inform national planning and international negotiations.
Organisation
2 research items

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

Government of Singapore Investment Corporation (GIC)

Government Sponsored / Multilateral Organisations
GIC (Government of Singapore Investment Corporation) is a global long-term sovereign investor managing Singapore’s foreign reserves. Established in 1981, it delivers disciplined, diversified portfolio management across equities, fixed income, real estate and infrastructure. Committed to preserving and enhancing long-term purchasing power, GIC emphasises risk management and sustainable investing.
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

LMI Solutions

Commercial Research Providers
LMI provides advanced logistics, supply chain resilience and analytics solutions for U.S. federal agencies. With more than 60 years of public‑sector expertise, LMI delivers applied artificial intelligence, machine learning, modelling and simulation to enable risk‑informed decisions, optimisation of inventory and fleet sustainment, and rapid technology deployment.
Organisation
1 research item

ICLEI - Local Governments for Sustainability

Issue Focused NGOs & Think Tanks
ICLEI – Local Governments for Sustainability (ICLEI) is a global network of 2,500+ cities, towns and regions across 125+ countries. It supports local governments with technical assistance, peer exchange and tools to accelerate climate action, sustainable urban development, biodiversity protection and resilient, equitable and circular outcomes.
Organisation
2 research items

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

RIAA policy platform: Sustainable finance for a thriving Aotearoa New Zealand 2023 and beyond

Responsible Investment Association Australasia
This report outlines RIAA’s policy platform to strengthen sustainable finance in Aotearoa New Zealand. It recommends a national strategy, clearer ESG disclosures, taxonomy alignment with global standards, anti-greenwashing measures, Māori inclusion, human rights protections, and alignment with biodiversity and the Sustainable Development Goals.
Research
28 August 2023

Corporate value chain (scope 3) accounting and reporting standard: Supplement to the GHG protocol corporate accounting and reporting standard

World Resources Institute
The Corporate Value Chain (Scope 3) Accounting and Reporting Standard provides a consistent framework for measuring and reporting indirect greenhouse gas (GHG) emissions across a company’s value chain. It outlines 15 categories of Scope 3 emissions, offers guidance on boundary setting, data collection, and reporting, and aims to improve transparency, enable emissions reduction, and support strategic decision-making.
Research
16 April 2013

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
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