Climate Finance with Big Data Analytics

Jingli Ren, Fan Jia and Yutong Sun
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Jingli Ren: Zhengzhou University, China
Fan Jia: Zhengzhou University, China
Yutong Sun: Chinese Academy of Sciences, China

in World Scientific Books from World Scientific Publishing Co. Pte. Ltd.

Abstract: This book offers a deep dive into the investment and business implications of climate change, uncovering both the emerging opportunities and pressing challenges. Through a powerful lens of big data analytics, it guides readers across four critical pillars of climate finance: climate data, indices, pricing, and reporting and engagement.

Keywords: Climate Finance; Climate Change; Carbon; Big Data; ESG; Large Language Models; Generative AI; Machine Learning; Climate Index; Physical Risk; Transition Risk; Climate Events; Climate Pricing; Carbon Markets; Climate Report; Climate Engagement; Event Study Analysis; Factor Investing; Portfolio Construction (search for similar items in EconPapers)
JEL-codes: C55 G11 Q51 Q54 (search for similar items in EconPapers)
Date: 2026
ISBN: 9789819817733
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