This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 14 contributing scholarly metadata sources and uses AI-assisted classification to identify signals related to measurement, policy narratives, outcomes, implementation, industrial adoption, and verification.
The goal is not only to discover papers, but to observe how GX research is distributed across research substance, implementation narratives, external expectations, implementation substance, and judgment formation.
Summaries are AI-assisted. Always refer to the original paper for authoritative conclusions.
Showing 1–15 of 15 papers
Manish Pushpadh
This chapter reviews 2019–2026 research and policy integrating biodiversity into ESG and nature-related financial disclosure. It examines the Kunming–Montreal Global Biodiversity Framework, TNFD, ISSB standards, the EU CSRD, biodiversity cr…
Xiaowang, Shen
This paper proposes a nine-dimensional coherent pricing framework for natural capital, integrating biodiversity risk premiums and a five-factor model. It applies the framework to five 2026 empirical cases (e.g., Gabon debt-for-nature, Chile…
Xi Ji, Jie Lin, Pengfei Liu +1
This paper provides empirical evidence that solar land use harms bird biodiversity, highlighting a trade-off between climate mitigation and ecosystem conservation. It underscores the need to integrate ecological impacts into renewable energ…
Zhu, Ziwei, Clements, Hayley, Zhang, Xiaoling
This study quantifies the impact of energy-transition mineral mining on biodiversity, measured as species abundance loss. It decomposes effects into direct conversion, disturbance, and fragmentation, and projects future mining pressure unde…
Stuart Hyde, Renata Karkowska, Szczepan Urjasz
This study analyzes dynamic spillover effects among biodiversity indices, traditional energy assets, and oil/gas prices in the US and Europe using a TVP-VAR model. It finds significant interconnections and shows biodiversity indices can ser…
Vu Tuan Anh, Vu Thi Phuong Thao
Using firm-level data from Asian markets (2000-2024), this study finds that biodiversity impact reduction improves ESG scores by about 13.5%, with the strongest effect on the social pillar. Robust to IV and matching methods, the benefits ar…
Sami El Geneidy, Maiju Peura, Viivi-Maija Aumanen +4
This paper proposes a method to compute integrated carbon and biodiversity footprints from organizational activity data, using spatially explicit potential species loss as a biodiversity equivalent. It provides a country-specific dataset an…
Nicola Del Sarto, Maria Cristina Quirici, L. Gai
This paper provides a bibliometric and interpretative review of biodiversity finance based on 309 peer-reviewed articles (2015–April 2026). It identifies five clusters: natural capital valuation, biodiversity risk and asset pricing, firm-le…
Tina Parkhurst, R. Standish
This paper presents practical guidelines for identifying and quantifying biodiversity co-benefits in carbon plantings, based on a real-world case study. It provides desktop analysis and monitoring approaches, and integrates with Natural Cap…
Xiaowang, Shen
This paper proposes the Wood‑Force balance sheet as a unified mathematical language to integrate TNFD, ISSB, and GRI 101 disclosure standards. Using Chinese biodiversity finance cases, it demonstrates a technical pathway for pricing biodive…
Xiaowang, Shen
This paper proposes an eight-dimensional ecological balance sheet (RCE-B/S 3.0) based on the IPBES Business and Biodiversity Assessment, creating a unified alignment matrix with TNFD, ISSB, and GRI 101. Using three empirical cases (Amazon r…
(著者不明)
This report reveals that global finance flows remain heavily skewed toward nature-negative activities, with US$7.3 trillion harmful vs US$220 billion for Nature-based Solutions in 2023. It calls for a 2.5x increase in NbS investment to US$5…
Correia-Pinto, Patrícia, Castro, Antonio J., Rebelo, Hugo +1
This harmonized dataset compiles 1,798 nature-related indicators from 25 business and policy initiatives, aligned with SEEA-EA, EBVs, and EESVs. It includes metadata on type, thematic scope, spatial scale, and confidence level, supporting i…
Miyuki Nagai
This study develops a scoring framework to evaluate biodiversity practices of clean beauty brands, comparing 10 international and Japanese brands. Findings show that biodiversity performance depends more on governance mechanisms (e.g., thir…
(著者不明)
This paper examines the relationship between firms' biodiversity-related disclosures and stock returns and idiosyncratic risk, providing empirical evidence on how greenwashing concerns affect market valuations and investor perception.
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