GX Research Hub · English

GX & Decarbonization Research

This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open 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.

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Topic: #Scope 3 (clear)

Showing 81–100 of 215 papers

Peer-reviewedCNJournalResources Conservation & Recycling Advances2026#Scope 3DOI

From EEIO Hotspot Screening to Supplier-Specific Scope 3 Data Prioritization: A Public-Data Framework for Low-Carbon Transmission and Distribution Equipment Procurement in China

Zhiyuan Yang, Ziyi Liu, Xuan Zhang +7

This paper proposes a public-data framework that combines EEIO hotspot screening with supplier-specific data prioritization for Scope 3 emission reduction in transmission and distribution equipment procurement in China. It leverages only pu…

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Peer-reviewed🇨🇳 ChinaJournalEnvironmental Research Letters2026#Scope 3DOI

Carbon footprints of global tourism enterprises: a firm-level MRIO assessment

Qingyu Hao, Jiaoyan Li, Zhenyu Wang +4

This study quantifies carbon footprints of 80 major listed tourism enterprises (2018-2022) using an MRIO framework. Total emissions declined due to COVID-19, but Scope 3 supply-chain emissions exceeded 70% of total. Firm-specific strategies…

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🇨🇳 ChinaDatasetZenodo (CERN European Organization for Nuclear Research)2026#Scope 3DOI

Australian Spend-Based Emission Factor dataset (Scope 3 data)

Richard Wood

An Australian spend-based emission factor dataset providing Scope 1, 2, and upstream Scope 3 factors per industry, in kt CO2-e per million AUD. Derived from input-output tables, greenhouse gas accounts, and EXIOBASE, covering 2019-2023 for …

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Peer-reviewedJournalDiscover Sustainability2026#Scope 3DOI

Optimizing carbon footprint reduction ın supply chains through blockchain enabled transparency and business analytics for high emission industries

Sezai Tunca, Zinnet Karakaş Kelten, Yavuz Selim Balcıoğlu

This paper proposes a framework leveraging blockchain-enabled transparency and business analytics to optimize carbon footprint reduction in supply chains for high-emission industries. It provides methods for visualizing emissions across the…

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Peer-reviewed🇪🇺 EuropeJournalInternational Journal of Gynecology & Obstetrics2026#Scope 3DOI

Carbon footprint of single‐use surgical drapes in an Irish gynecology service

Isabel Waters, Ola Løkken Nordrum, Cathy Burke

This paper assesses the carbon footprint of single-use surgical drapes in an Irish gynecology service. It quantifies the environmental impact of disposable medical materials, highlighting the importance of decarbonization in healthcare.

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PreprintSSRN#Scope 3

A Hybrid Approach for Net Zero Supply Chains

(著者不明)

This paper proposes a hybrid approach combining AI and traditional accounting to enhance Scope 3 emissions calculation and optimize resource use across supply chains. Empirical analysis demonstrates improved accuracy and cost reduction pote…

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Peer-reviewedJournalEnergy Economics2026#Scope 3DOI

The decarbonization effect of data elements in the supply chain

Dan Ma, Fang Xiao, Chien-Chiang Lee

This study analyzes how data sharing and analytics in supply chains can contribute to decarbonization. It quantifies the emission reduction potential from data-driven decisions, offering insights for corporate Scope 3 strategies.

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Peer-reviewedJournalEnvironmental and Sustainability Indicators2026#Scope 3DOI

Beyond compliance: A cross-case analysis of MNCs’ decarbonisation strategies in smallholder cocoa, coffee, and palm oil systems

Ron Cörvers, Sidi Amar, Ama Asante +2

This paper presents a cross-case analysis of multinational corporations' decarbonisation strategies in smallholder-based supply chains for cocoa, coffee, and palm oil. It examines practices that go beyond compliance, highlighting Scope 3 em…

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