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.
🌍 Global📚 Peer-reviewed · JournalEnvironmental Law Review2025#Supply ChainDOI
Achieving net zero carbon through construction procurement and contracting
Mosey D.
This paper explores procurement and contracting methods to achieve net zero carbon in the construction industry. It analyzes contractual terms and procurement policies that incentivize emission reductions across the supply chain. The paper …
CN📚 Peer-reviewed · JournalSustainability2026#Supply ChainDOI
Symbolic Compliance Along the Supply Chain: Customer Climate Pressure and Supplier Value-Chain Carbon Accountability in Chinese Listed Firms
Shanxin Mao, Yeting Li
This study examines downstream customer climate pressure on suppliers' green supply-chain management and value-chain carbon disclosure among Chinese listed firms. It constructs an exposure-weighted customer pressure measure and decomposes i…
🌍 Global📚 Peer-reviewed · JournalFrontiers in Sustainable Food Systems2026#Supply ChainDOI
Carbon-intensive logistics and food security: structural vulnerability in global food imports
Omar Abu Risha, Jifan Ren, Mohammed Ismail Alhussam +3
This study examines the relationship between transport emissions from imported food and national food security. Using a dynamic panel model on 169 countries, it finds that higher transport emissions are negatively associated with food secur…
🇨🇳 China📚 Peer-reviewed · JournalEnvironmental Impact Assessment Review2026#Supply ChainDOI
Spatially decoupled sulfur emissions in global photovoltaic supply chains and their vulnerability to trade barriers
Shuxian Zheng, Tong He, Ying Liu +4
This paper analyzes the spatial distribution of sulfur emissions in global photovoltaic supply chains and evaluates the impact of trade barriers. It finds that spatial decoupling creates emission hotspots and trade barriers increase supply …
🇺🇸 USA📚 Peer-reviewed · JournalEnvironmental Science & Technology2026#Supply ChainDOI
Tracking U.S. Liquefied Natural Gas Supply Chain Greenhouse Gas Emission Intensity through Direct Measurements
Yuanrui Zhu, Gregory B. Ross, Jenna Brown +8
This study directly measures GHG emissions across the US LNG supply chain including production, processing, liquefaction, and transport. The emission intensity data enables buyers to improve Scope 3 accounting and supports climate disclosur…
🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#Supply ChainDOI
THE GLOBAL CHARTER FOR STRATEGIC MINERALS AND CIRCULAR SUPPLY CHAIN SOVEREIGNTY 2025-2050 A VERIFIABLE FRAMEWORK FOR SECURING THE ENERGY DIGITAL AND HEALTH TRANSITIONS IN AN AGE OF GEOPOLITICAL AND CLIMATE VOLATILITY INTEGRATED GLOBAL GOVERNANCE REFERENCE EDITION
mohamed kamal arafa elrakhawi
This paper proposes a global charter for strategic minerals and circular supply chains to secure energy, digital, and health transitions. It offers a verifiable governance framework addressing geopolitical and climate volatility, aiming for…
🇨🇳 China📚 Peer-reviewed · JournalRenewable Energy2026#Supply ChainDOI
Interplay of China's copper supply chain and renewable energy transition: a scenario-based risk assessment
Yujia Zhao, Xinyi Chen, Jing SHUAI +2
This paper evaluates how China's copper supply chain can meet increased demand from renewable energy transition using scenario analysis. It identifies supply risks and policy implications.
🇨🇳 China📚 Peer-reviewed · JournalENGINEERING Management2026#Supply ChainDOI
Surging demand for energy storage systems exacerbates lithium supply challenges in green transition
Juan Tan, Xin Ouyang, Shuangjiao Xue +5
This paper analyzes how the surging demand for energy storage systems intensifies lithium supply challenges, highlighting a critical bottleneck for the green transition.
🇨🇳 China📚 Peer-reviewed · JournalCommunications Earth & Environment2026#Supply ChainDOI
Revealing environmental, social, and governance-driven conflict risk in global energy transition minerals supply
Yongguang Zhu, Jinning Zhu, Xiaoyang Lin +5
This paper introduces a framework using machine learning to evaluate ESG-driven conflict risks in the supply of critical minerals for the energy transition. Analyzing 112,766 conflict events, it finds high risks in the Middle East, North Af…
CN📚 Peer-reviewed · JournalCarbon Footprints2025#Supply ChainDOI
Reducing greenhouse gas emissions in China’s automobile manufacturing with circular economy strategies
Tong X.
This paper examines how circular economy strategies can reduce GHG emissions in China's automobile manufacturing. It analyzes specific measures such as using recycled materials and waste reduction, quantifying emission reduction potentials.…
🌍 Global📚 Peer-reviewed · JournalAdvances in Economics, Management and Political Sciences2026#Supply ChainDOI
From ESG Finance to Supply Chain Governability: Mechanistic Barriers and Corrective Pathways in Sustainable Corporate Supply Chains
Wenduan Zhao
This article examines why ESG finance fails to translate into effective supply-chain governance. It analyzes four issues: information identification, financing incentives, green innovation absorption, and transmission across multi-tier chai…
CN📚 Peer-reviewed · JournalIndustry and Innovation2026#Supply ChainDOI
Digital technology enables carbon neutrality: the impact of supply chain digitisation on corporate carbon emissions
Liang Zhang, Yuedi Xu, Xi Zhong
This study empirically investigates the impact of supply chain digitization on corporate carbon emissions using Chinese firm-level data. The findings demonstrate that digitization significantly reduces emissions, though the effect varies by…
🇨🇳 China📚 Peer-reviewed · JournalEcological Economics2026#Supply ChainDOI
The dynamic complexity of critical mineral supply chains reveals the paradox of energy transition
Junhui Li, Yongguang Zhu, Shiquan Dou +7
This paper analyzes the dynamic complexity of critical mineral supply chains essential for energy transition, highlighting the paradox that supply constraints and geopolitical risks may hinder the deployment of clean energy technologies.
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Supply ChainDOI
Supply Chain Low-Carbon Awareness and Carbon Reduction: Micro-Evidence from China
Gang Yao, Pingfan Song, Zhi Liu +2
This study constructs a supply chain low-carbon awareness (LCA) index via text analysis and examines its impact on corporate carbon emissions and low-carbon behaviors. It finds that LCA significantly improves carbon reduction performance, e…
🌍 Global📚 Peer-reviewed · JournalBusiness Strategy and the Environment2026#Supply ChainDOI
Sustainable Resilience in Critical Mineral Supply Chains: An ESG and Circular Economy Perspective
Hasan Tutar, C. Erden
This systematic review of 106 studies (2015-2025) analyzes how ESG factors and circular economy practices shape resilience in critical mineral supply chains. It proposes the Critical Minerals Integrated Sustainability Framework (CMISF) link…
🌍 Global📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#Supply ChainDOI
Geopolitics of Green Transition
Jubaer Shah
This paper examines the geopolitical dynamics of rare-earth mineral exploitation for green technologies, highlighting neo-colonial patterns, environmental costs, and labor issues in producing countries. It analyzes governance approaches and…
🌍 Global📚 Peer-reviewed · JournalBusiness Strategy & Development2026#Supply ChainDOI
Carbon Finance in Sustainable Supply Chains: Insights From a Systematic Review of the Literature
M. Rana, T. Rao
This systematic review analyzes how carbon finance integrates into supply chain management, covering 47 articles (2011-2024) from top ABDC journals. It categorizes mechanisms like carbon pricing and offsets, identifies research gaps, and ou…
🌍 Global📚 Peer-reviewed · JournaliScience2026#Supply ChainDOI
Strategies for decarbonizing printed circuit board supply chain
Suraj Negi, Aishwarya Rani, Shu‐Yuan Pan
This paper evaluates decarbonization strategies for the printed circuit board (PCB) supply chain, integrating life cycle assessments and product carbon footprint disclosures. It identifies key hotspots (copper-intensive materials, energy-in…
🌍 Global📚 Peer-reviewed · JournalJournal of Circular Economy2026#Supply ChainDOI
Microfiber and GHG Emission Analysis Across the Textile Value Chain: Shifting from End-of-Pipe Solution to Circularity
Elias Wagari
This study assesses the textile value chain to identify hotspots: printing/dyeing for microfibers and dyeing/finishing for GHG emissions (projected 1.8 Gt CO2-eq by 2030). End-of-pipe wastewater treatment removes >99% of microfibers but pos…
🌍 GlobalPreprintCrossref2025#Supply ChainDOI
Probabilistic, Measurement-Informed Greenhouse Gas Emissions from Global Liquefied Natural Gas Supply Chains Reveal Wide Country-Level Variation
Haoming Ma, Yuanrui Zhu, Wennan Long +6
This paper develops a probabilistic, geospatial, and measurement-informed life cycle assessment model covering over 90% of global LNG trade to estimate GHG emissions intensity (EI) of supply chains. It finds a ~5x range in EI from 8.6 g CO2…