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Advancing Research with Comprehensive ESG Data
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Accurate and Granular Climate and Biodiversity Data for Improved Academic Insights
Deepen your research and academic papers with Iceberg Data Lab's robust and science-based metrics.
Climate and Biodiversity Insights Tailored to Your Needs
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From sustainable finance research to understanding biodiversity pricing impacts on markets, Iceberg Data Lab offers a wide range of biodiversity impact data to support your research needs.
Trusted by leading universities worldwide, our impartial and granular datasets empower scholars to publish influential academic papers, explore the full value chain of environmental impacts, and advance theory in biodiversity, ESG, and sustainable finance.
We offer reduced pricing for universities and research institutions. Reach out to us today to find out more.
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"The Biodiversity Premium". Coqueret, G., Giroux, T., & Zerbib, O. D. (2025).
Using Iceberg Data Lab's biodiversity footprint, this paper documents a negative risk premium linked to the biodiversity footprint on sectors most exposed to the double materiality of biodiversity risks.
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"Do investors care about biodiversity?". Garel, A., Romec, A., Sautner, Z., & Wagner, A. F. (2024).
This paper investigates the interplay between finance and biodiversity by introducing a measure of Iceberg Data Labâs CBF and exploring whether it is priced by investors.
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"Chinese corporate biodiversity exposure". He, F., Chen, L., & Lucey, B. M. (2024).
Developed Chinese corporate biodiversity exposure indices of over 4,000 companies across 15 years, revealing that biodiversity risk in China has exceeded U.S. levels and has been rising since 2007.
Read MoreWhat Makes Iceberg Data Lab the Preferred Choice for Top Research Institutions?
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Accurate measurement of investment impacts on climate and biodiversity across scopes 1, 2 and 3
Why care about Scope 3? Because these indirect emissionsâthink of them as the âhiddenâ carbon footprints from companies you invest in or lend toâmake up a huge 74% of Iceberg Data Lab's Global Universe total biodiversity impact.
By tracking these emissions, you not only stay ahead of upcoming regulations, but also spot risks and opportunities before your competitors do.
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Environmental impacts at a product and service level
Do you want to dig into a specific issuer's supply chain to support your engagement efforts? Or simply looking to create and screen a portfolio of the least impactful issuers on biodiversity? Either way, our data has you covered.
While many ESG data providers quantify impacts at a sub-sector level, we cover over 2,300 products and services across all sectors, geographies and scopes in our LCA assessments, offering unparalleled granularity for more meaningful analysis.
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Not just an AI report-scrapping tool
We combine the efficiency of AI with the expertise of our team of in-house Sectoral Analysts and Modellers to ensure ultimate data-quality.
Our clients have access to Iceberg Data Lab experts to support with queries and to better understand and use our data.
Explore Our ESG Solutions
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Climate Solutions
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Biodiversity Solutions
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Reporting and Regulatory Solutions
Learn MoreGet in touch!
Want to know more? Fill out the form or reach us directly via email at contact@icebergdatalab.com.
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