Library | Sustainable Finance Practices

Issue/sector focused research

General research and analysis that provides deep dives and insights into specific sustainability issues or industry sectors, addressing the current status, trends, risks, and opportunities for the issue but not specifically addressing a finance or business audience.

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Climate impacts online (KlimafolgenOnline)

Potsdam Institute for Climate Impact Research (PIK)
A free, interactive web tool developed by the Potsdam Institute for Climate Impact Research, KlimafolgenOnline provides country‑ and region‑level projections—using historical observations and future scenarios—for multiple sectors, including agriculture, forestry, biodiversity, tourism and health. It enables visualisation of climate impacts via maps and charts.
Online tool/database

Copernicus interactive climate atlas (C3S atlas)

Copernicus Climate Change Service (C3S)
The Copernicus Interactive Climate Atlas (C3S Atlas) is a web‑based tool from the Copernicus Climate Change Service offering flexible exploration of past, present and future climate data. It integrates observational, reanalysis and projection datasets, and allows users to customise regional analyses and visualise key climate variables via maps, charts and time series.
Online tool/database

Climate impact explorer

Climate Analytics
The Climate Impact Explorer is a web‑based visualisation tool by Climate Analytics that presents maps and graphs of projected climate‑change impacts such as temperature, precipitation and economic damages across global regions and provinces under different warming levels (e.g. 1.5 °C, 2 °C) and emission scenarios.
Online tool/database

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

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

Global protocol for community-scale greenhouse gas inventories: Supplemental guidance for forests and trees

World Resources Institute
This supplemental report provides standardised methods for communities to estimate greenhouse gas emissions and carbon removals from forests and trees. It expands the global protocol for community-scale greenhouse gas inventories by offering detailed guidance for accounting Scope 1 emissions and removals, supporting local climate action planning and integration with national inventories.
Research
23 March 2023

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

Greenhouse gas protocol land sector and removals initiative: Project overview

World Resources Institute
The greenhouse gas protocol’s land sector and removals initiative aims to develop internationally accepted corporate guidance for accounting and reporting emissions and removals from land use, bioenergy, and carbon removal. It seeks to improve transparency, support target-setting, and align with climate goals through a multi-stakeholder, science-based process.
Research
18 October 2024

GHG protocol agricultural guidance: Interpreting the corporate accounting and reporting standard for the agricultural sector

World Resources Institute
The GHG protocol agricultural guidance provides a framework for agricultural companies to develop greenhouse gas (GHG) inventories aligned with the Corporate Standard. It offers sector-specific methodologies to account for direct and indirect emissions, carbon stock changes, and unique agricultural factors such as land use change and biological processes. The guidance enhances consistency, transparency, and usability of agricultural GHG data for decision-making and reporting.
Research
26 May 2014

The greenhouse gas protocol: Land use, land-use change, and forestry (LULUCF) guidance for GHG project accounting

World Resources Institute
The land use, land-use change, and forestry (LULUCF) guidance for GHG project accounting provides structured methods to quantify and report greenhouse gas (GHG) reductions from reforestation and forest management projects. It supplements the GHG Protocol for Project Accounting, detailing baseline procedures, monitoring, and risk mitigation approaches specific to land-based carbon projects.
Research
1 November 2006

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

Opportunities for methane mitigation in agriculture: Technological, economic, and regulatory considerations

World Resources Institute
This report assesses cost-effective methods to reduce methane emissions from enteric fermentation, manure management, and rice cultivation. It outlines region-specific strategies and underscores the need for research, regulatory frameworks, and cross-sector collaboration to support implementation and scale-up of mitigation solutions.
Research
5 March 2025

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
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