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 61–80 of 211 papers

PreprintSSRN#Scope 3

From circularity to decarbonisation

(著者不明)

This paper examines the tradeoff between product longevity and use-phase impacts in energy-using products, particularly Scope 3 Category 11 (Use of Sold Products). It provides an integrated perspective on circular economy strategies and dec…

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🇪🇺 EuropeDatasetZenodo (CERN European Organization for Nuclear Research)2026#Scope 3DOI

Hospital water carbon footprint panel - Madrid SERMAS (2016-2024)

David Campos Vásquez, Mercedes del Río Merino, Paola Villoria Sáez

This paper provides a hospital-year panel dataset and Stata replication code for estimating the Scope 3 water carbon footprint of 12 intermediate-complexity public hospitals in Madrid, Spain from 2016 to 2024. It includes 108 hospital-year …

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Preprint🌍 GlobalResearch Square2026#Scope 3DOI

<p class="MsoNormal" style="margin-bottom: 12.0pt; text-align: left; mso-line-height-alt: 14.0pt; layout-grid-mode: char; mso-layout-grid-align: none;" align="left">Towards Low-Carbon and Climate-Resilient Immunization Supply Chains Through Reduced Waste, Environmental Impact and Carbon Emissions

Kumar H, Singh SK, Syed S

This review examines interventions to reduce greenhouse gas emissions and enhance climate resilience in immunization supply chains. It analyzes UNICEF's Scope 3 emissions (3.9 MtCO2e) and low-carbon measures such as solar refrigeration, rou…

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PreprintSSRN2024#Scope 3

Accounting for Carbon Emissions Through Green Supply ...

(著者不明)

This paper discusses Scope 3 emission accounting practices and the importance of interoperability in data sharing. It presents strategies to develop supply-chain carbon accounting and clarifies challenges in standardizing and linking emissi…

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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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