Machine Learning methods in climate finance: a systematic review

A Alonso, JM Carbó, JM Marqués - 2023 - papers.ssrn.com
Preventing the materialization of climate change is one of the main challenges of our time.
The involvement of the financial sector is a fundamental pillar in this task, which has led to …

Where and how machine learning plays a role in climate finance research

A Alonso-Robisco, J Bas, JM Carbo… - … Finance & Investment, 2024 - Taylor & Francis
The financial sector, by mobilizing capital, is fundamental to adapt and mitigate the impact of
climate change in the economy. This has led to the emergence of a new research field …

Predictive analytics in climate finance: Assessing risks and opportunities for investors

OC Ofodile, AT Oyewole… - GSC Advanced …, 2024 - gsconlinepress.com
Predictive analytics is increasingly recognized as a pivotal tool in climate finance, offering
investors invaluable insights into both the risks posed by climate change and the …

A review of the global climate finance literature

R Kouwenberg, C Zheng - Sustainability, 2023 - mdpi.com
This study conducts a bibliometric analysis and literature review of studies on climate
finance. Since the Paris Agreement was adopted in December 2015, the academic …

The 2023 climate risk landscape

D Carlin, J Falk, D Johnson, W Li, L Lorkowski - 2023 - policycommons.net
The impacts of climate change and the necessary transition will impact almost every human
and natural system. Successful companies and communities will be ones that are resilient in …

Climate finance: What we know and what we should know?

S Long, B Lucey, S Kumar, D Zhang, Z Zhang - Journal of Climate Finance, 2022 - Elsevier
This study summarizes the literature in the area of climate finance. For this review we
employ bibliometric analysis. The analysis of the corpus reveals that the major contributions …

Getting started on Physical climate risk analysis in finance-Available approaches and the way forward. ClimINVEST Research Project Work Package 1

R Hubert, J Evain, M Nicol, M Cardona, C Clapp… - 2018 - inis.iaea.org
[en] The 2018 edition of the World Economic Forum's Risk report places extreme weather
events, natural disasters and failure of climate change mitigation and adaptation in the top …

[图书][B] Decomposing Climate Risks in Stock Markets

Y Yang, C Huang, Y Zhang - 2023 - books.google.com
Climate change poses an unprecedented challenge to the world economy and the global
financial system. This paper sets out to understand and quantify the impact of climate …

Decrypting the Triad of Climate Policies, Macroeconomic Interdependencies and Quantitative Modelling: A Literature Review on Quantifying Climate Risks

M Vogl, M Kojić, S Schlüter - … on Quantifying Climate Risks (July 30 …, 2023 - papers.ssrn.com
This structured keyword-based literature review analyses the quantification of climate risks
and their impact on financial markets and economic influences. Through an extensive …

How much finance is in climate finance? A bibliometric review, critiques, and future research directions

R Carè, O Weber - Research in International Business and Finance, 2023 - Elsevier
This study describes and analyses the research hotspots and evolution trends in climate
finance research. Seven literature clusters that elucidate how different perspectives …