GX Research Hub · English

GX & Decarbonization Research

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.

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Topic: #Scope 3 (clear)

Showing 201–220 of 380 papers

Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#Scope 3DOI

Considerations on Scope 3 Category 11 Calculation for ICT Solution Services

ICTソリューション・サービスのスコープ3 カテゴリ11算定における考察

(著者不明)

This paper discusses the calculation of Scope 3 Category 11 (use of sold products) for ICT solution services. It proposes practical approaches considering the unique usage patterns and data collection challenges of ICT services.

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Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#Scope 3DOI

Simple Estimation Method of CO2 Emissions by Route for International Maritime Container Logistics

国際海上コンテナ物流を対象とした経路別CO2排出量の簡易算定手法

(著者不明)

This paper proposes a simplified method for calculating CO2 emissions by route in international maritime container logistics. It considers distance, vessel type, and load factor, enabling companies to estimate Scope 3 emissions from freight…

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Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#Scope 3DOI

Scope 3 and Organizational LCA

Scope 3と組織のLCA

(著者不明)

This paper explains how to use organizational Life Cycle Assessment (LCA) for Scope 3 (supply chain GHG emissions) calculation. Organizational LCA enables accurate emission capture and reduction strategy development. Includes practical exam…

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Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#Scope 3DOI

Calculation Method for Scope 3 Category 11 (Use of Sold Products)

Scope 3算定におけるカテゴリ11(販売した製品の使用)の算定方法

(著者不明)

This paper explains the calculation method for Scope 3 Category 11 (use of sold products). It organizes emission factors for the use phase and calculation methods based on product usage patterns, highlighting practical challenges and soluti…

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Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalJ-STAGE#Scope 3DOI

Supply chain (Scope 1, 2, 3) emission calculation methods and future CO2 reduction trends

サプライチェーン(Scope 1,2,3)排出量算出手法と今後のCO<sub>2</sub>削減動向

(著者不明)

This paper explains methods for calculating Scope 1, 2, and 3 emissions across the entire supply chain and discusses future CO2 reduction trends. It provides practical guidance for corporate carbon footprint measurement.

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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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