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Handbook of artificial intelligence and big data applications in investments

CFA Institute
This handbook provides a comprehensive overview of artificial intelligence (AI) and big data applications in investments. It covers topics such as machine learning, natural language processing, trading algorithms, and AI-driven customer service. Aimed at finance professionals, it offers insights into practical use cases, challenges, and evolving trends in AI adoption, making it a valuable resource for those navigating the integration of these technologies in investment strategies.

Research
17 April 2023

WWF water risk filter

World Wide Fund for Nature (World Wildlife Fund – WWF)
The WWF Water Risk Filter is an online tool that helps businesses and investors assess, understand, and respond to water-related risks globally. It offers comprehensive data, including customised risk assessments and mitigation strategies, enabling informed decision-making to manage water risks effectively.
Online tool/database

WWF biodiversity risk filter

World Wide Fund for Nature (World Wildlife Fund – WWF)
The WWF Biodiversity Risk Filter tool helps finance professionals assess biodiversity-related risks to companies and portfolios. It provides data-driven insights to better understand exposure and dependencies on nature, supporting more informed decision-making in risk management and sustainable finance strategies.
Online tool/database

From financial inclusion to financial health

Bank for International Settlements
This report explores the transition from financial inclusion to financial health, emphasising the need for accessible, high-quality financial services. It highlights that while inclusion is essential, poor service provision or lack of financial literacy can undermine financial health. Public policy recommendations focus on financial literacy, consumer protection, and regulatory measures.
Research
28 March 2024

Understanding the drivers of investment portfolio decarbonisation

United Nations Environment Programme Finance Initiative (UNEP FI)
The report discusses emissions attribution analysis for net-zero investment portfolios. It highlights key decarbonisation drivers, including portfolio reallocation, real-world emissions reductions, and changes in data coverage. The analysis helps financial professionals understand and steer investment strategies toward decarbonisation, aligning with climate goals set by the UN-convened Net-Zero Asset Owner Alliance.
Research
11 December 2023

Embedding just transition into corporate climate action strategies

ERM SustainAbility Institute
This report explores how businesses can integrate the concept of a just transition into their climate action strategies. It outlines key frameworks, corporate responsibilities, and challenges, offering guidance for ensuring social and environmental considerations are embedded in decarbonisation efforts.
Research
20 September 2024

Finance for nature positive: Building a working model

Finance for Biodiversity Foundation
The paper seeks feedback from the financial sector on a proposed model for aligning finance with nature-positive outcomes. It provides strategies and definitions aimed at guiding financial institutions in contributing to global biodiversity goals, helping to mitigate negative impacts while supporting nature-positive financial practices. The paper outlines key actions financial institutions can take to improve biodiversity outcomes.
Research
23 September 2024

Bioscience's annual state of the climate reports

This series offers an annual overview of climate trends, examining key indicators and events that impact the global environment. It provides insights into planetary vital signs, climate impacts, and extreme weather, making it an essential resource for finance professionals seeking to understand the implications of climate change on economic systems.
Benchmark/series

Improving governance on nature-related risks and opportunities

Climate Governance Initiative
This brief highlights how biodiversity loss poses risks to businesses and urges company directors to integrate nature considerations into strategic planning. It assesses companies' practices using the World Benchmarking Alliance's Nature Benchmark and provides key insights for directors to manage nature-related risks and opportunities, enhancing corporate resilience in a nature-positive transition.
Research
5 March 2024

World Bioeconomy Forum

Other Industry / Sector Specific Groups & Sponsored Organisations
World Bioeconomy Forum (WBF) is dedicated to advancing the bioeconomy, focusing on sustainable development through the use of renewable biological resources. It connects experts, policymakers, and businesses to foster innovation and collaboration. WBF promotes initiatives that enhance resource efficiency and environmental sustainability, driving the transition to a circular bioeconomy.
Organisation
1 research item

Accelerating finance for nature: Barriers and recommendations for scaling private sector investment

PricewaterhouseCoopers (PwC)
This report assesses the barriers and opportunities for scaling private sector investment in natural capital. It outlines key recommendations, including the establishment of a Nature Finance Accelerator, to drive financial flows towards nature. The study highlights the importance of overcoming low returns, small deal sizes, and high transaction costs to attract private investment.
Research
5 May 2023

Setting sail: Target setting in the sustainable blue economy

United Nations Environment Programme
This report provides a manual to guide financial institutions in implementing target-setting practices within the blue economy. It outlines the principles of sustainable finance, focusing on sectors like seafood and aquaculture. The document includes guidance for creating actionable targets, monitoring progress, and integrating environmental and social risks, with case studies and examples for practical application.
Research
16 February 2024

Reporting framework for the Sustainable Blue Economy Finance Initiative

United Nations Environment Programme
This framework outlines the reporting requirements for signatories to the Sustainable Blue Economy Finance Principles. It provides guidelines on what to report, how to report, and the annual reporting process. This framework supports transparency and accountability, with a focus on actions, targets, and governance structures aligned with sustainable blue economy principles.
Research
21 April 2023

Young people's climate activism: A review of the literature

This review of literature on young people's climate activism highlights methodological trends and key themes since 2018. It identifies a shift toward youth-centered qualitative research, focusing on the composition, practices, and outcomes of climate activism. Notable gaps include the overemphasis on Greta Thunberg, mass mobilisations, and activism in the Global North.
Research
4 August 2022

Enhancing impact performance in agriculture through non-financial support and sustainable practices

Global Impact Investing Network (GIIN)
This report examines the relationship between sustainable agricultural practices and non-financial support in impact investments, highlighting how such support can enhance performance. Findings reveal that non-financial support improves outcomes for smallholder farmers, especially women, by increasing service provision and adoption of sustainable farming, contributing to resilience and profitability.
Research
13 December 2023
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