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.
🇪🇺 Europe📚 Peer-reviewed · JournalGeophysical Research Letters2026#Carbon AccountingDOI
An Upper Bound on Carbon Emissions of Drained Peat Soil Grasslands From Satellite Radar Interferometry
Philip Conroy, Ramon F. Hanssen
This study uses satellite SAR interferometry to estimate daily land motion in drained peat grasslands in the western Netherlands, separating reversible and irreversible components to derive an upper bound of CO2-equivalent emissions. The re…
📚 Peer-reviewed · JournalResearch in Agricultural Sciences2026#Carbon AccountingDOI
Industrial Greenhouse Gas Emissions and Carbon Footprint in Horticulture
Muhammed Küpe
This review examines industrial greenhouse gas emissions and carbon footprint in horticulture, evaluating the impact of energy use and input intensity. It finds that perennial systems like orchards have better carbon balances due to biomass…
🇨🇳 China📚 Peer-reviewed · JournalJournal of Forestry Research2026#Carbon AccountingDOI
Spatio-temporal changes of biomass carbon stocks in China’s mixed forests
Gaoyang Wu, Zhen Yu, Feng Zhou +3
This study quantifies spatio-temporal changes in biomass carbon stocks of China's mixed forests from 1999 to 2018 using National Forest Inventory data and remote sensing. Carbon stocks increased nearly fourfold, mainly due to conversion fro…
🇪🇺 Europe📚 Peer-reviewed · JournalJournal of Industrial Ecology2026#Carbon AccountingDOI
Structural drivers and outsourcing effects in Germany’s greenhouse gas emissions: a multi-perspective, sectoral decomposition (1996−2022)
Philipp Daun, Jonathan Kummer, Aaron Praktiknjo
This study applies Structural Decomposition Analysis to Germany's GHG emissions from 1996-2022 using the TOAD tool. Across four accounting perspectives, efficiency improvements are the main reduction driver while final demand growth remains…
📚 Peer-reviewed · JournalTransactions on Maritime Science2026#Carbon AccountingDOI
Determination of Carbon Footprint: Case Study of a Marine Company
Yasir Numan Balçık, Ayhan Menteş, Şebnem Helvacıoğlu
This case study calculates the carbon footprint of a maritime technology company in Turkey for 2023, following the GHG Protocol and ISO 14064 for Scope I, II, and III emissions using DEFRA emission factors. Total emissions were 179,325 tCO2…
📚 Peer-reviewed · JournalOpen MIND2026#Carbon AccountingDOI
Carbon Credit Quantification Tool: Intelligence System for Coal Mines Simulation and Credit Forecasting
Vaishnavi Bhavekar, Sakshi Ighe, Bhagyashri Ghadge +4
This paper proposes a web-based carbon credit quantification tool for coal mines to accurately measure and manage GHG emissions. It integrates real-time data and user inputs, featuring modules for emission prediction, carbon credit calculat…
📚 Peer-reviewed · JournalEnergy Reports2026#Carbon AccountingDOI
Carbon footprint discrepancy between design and construction phases in maritime engineering projects: A case study of land reclamation at the port of Taipei
I-Fan Tseng, Chih-Hung Hsu
This paper quantifies the discrepancy between design-stage and construction-stage carbon emissions for a land reclamation project at the Port of Taipei. Design and construction emissions were 12,874,621 and 13,521,035 kg CO2e, respectively,…
CN📚 Peer-reviewed · JournalProcesses2026#Carbon AccountingDOI
Carbon Emission Accounting and Multi-Objective Analysis for Steel Slag Road Paving: A Case Study from Xinjiang
Dongping Liu, L. Fan, Luyao Zhang +1
This study evaluates the technical feasibility and carbon reduction potential of using steel slag as a substitute for natural aggregates in road pavement in Xinjiang, China, through experimental testing and regional life cycle assessment. R…
🇨🇳 China📚 Peer-reviewed · JournalAgriculture2026#Carbon AccountingDOI
Carbon Balance Analysis of Agricultural Production System in Lanzhou City (2000–2023)
Jinxiang Wang, Xu Cui, Panliang Liu +6
This study analyzes carbon emissions and crop carbon sequestration in Lanzhou's agricultural system (2000–2023) using the emission factor method. Plastic film and fertilizers are major emission sources; sheep contribute about half of livest…
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Carbon AccountingDOI
Socio-Ecological Sustainability of Urban Parks in Linyi City: Carbon Sequestration, Carbon Resilience and Spatial Equity
Yu Fan, Yuxing Wang, Shimei Li
This study quantifies carbon sequestration and spatial equity of 20 urban parks in Linyi City using CASA and gravity models (2019-2024). Woody vegetation dominates carbon uptake; a Gini coefficient of 0.59 reveals extreme supply-demand imba…
🇨🇳 China📚 Peer-reviewed · JournalMitigation and Adaptation Strategies for Global Change2026#Carbon AccountingDOI
MRV systems for agricultural soil organic carbon in offset markets: methods, uncertainty, and policy
Weihong Wu, Baoyi Lin
This paper analyzes MRV (Monitoring, Reporting, and Verification) systems for agricultural soil organic carbon in offset markets, addressing methodologies, uncertainty, and policy implications. It provides practical insights to enhance the …
🇨🇳 China📚 Peer-reviewed · JournalIndustria Textila2026#Carbon AccountingDOI
A literature review of textile industry carbon emissions research: research hotspots, themes and emerging trends
Xu Chen, XUFENG WU, Peihua Han +1
This bibliometric review of textile industry carbon emissions (2005-2025) from Web of Science shows exponential growth since 2012, concentration in environmental journals, and rising focus on clean production and circular economy models, po…
🇨🇳 China📚 Peer-reviewed · JournalCarbon Balance and Management2026#Carbon AccountingDOI
Spatial-temporal evolution and predictive analysis of carbon effect efficiency in farmland in Jiangsu Province, China
Xiaowen Wang, Bowen Yu, Yì Wáng +2
This study analyzes the spatiotemporal evolution of farmland carbon effects (emissions, absorption, net sequestration) in Jiangsu, China from 2011-2021 using SBM, entropy-weighted TOPSIS, and GM(1,1) prediction. Results show an overall upwa…
🇨🇳 China📚 Peer-reviewed · JournalBiological Diversity2026#Carbon AccountingDOI
Restoring Trust: Rebuilding the Forest Carbon Credit System Through Scientific Rigor
Xiaoqian Che, Shaokun Li
This paper identifies four systemic challenges in forest carbon credit systems (subjective additionality, overestimated permanence, inadequate leakage accounting, neglected biophysical effects) and proposes a comprehensive accounting framew…
🇨🇳 China📚 Peer-reviewed · JournalForests2026#Carbon AccountingDOI
Monitoring Carbon Stock Change at the Individual-Plant Scale: A Methodological Review and Integrative Framework
Ruiying Ren, K Zhang, Liang Qi +4
This review categorizes methods for monitoring carbon stock change at the individual-plant scale into three pathways: process-based, state-based, and sensing-based. It compares their theoretical bases and uncertainties, and proposes a struc…
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Carbon AccountingDOI
Life Cycle Carbon Emission Analysis of a Sludge Dewatering Facility: A South-to-North Water Diversion Case Study
Cuimin Feng, Yihao Li, Sairui Guan +2
This study calculates carbon emissions of a sludge dewatering facility using the emission factor method, covering construction and operation phases. Results show 1385.57 tCO2-eq in construction (materials dominant) and 19.38 tCO2-eq in oper…
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Carbon AccountingDOI
Multi-Level Structural Dynamics and Carbon Responsibility Redistribution in China’s Power Sector: Implications for Sustainable Energy Transition
Siqi Chang, Changchun Gao, Hanshen Li
This study develops a carbon-extended multi-dynamic interregional input-output shift-share framework to examine how structural dynamics reshape carbon emission responsibilities in China's power sector. Using provincial data for 31 provinces…
🇨🇳 China📚 Peer-reviewed · JournalLand2026#Carbon AccountingDOI
Spatiotemporal Dynamics and Multi-Scenario Simulations of Land-Use Carbon Emissions and Carbon Storage in Xinjiang Under SSP-RCP Scenarios Using the SD-PLUS-InVEST Model
Jianqiang Li, Feiyun Zhang, Ao Ma +3
This study evaluates spatiotemporal dynamics of land-use carbon emissions and storage in Xinjiang using an integrated SD-PLUS-InVEST model. Historical trends (2000-2020) are analyzed, and future scenarios (2021-2060) under multiple SSP-RCP …
🇨🇳 China📚 Peer-reviewed · JournalApplied Sciences2026#Carbon AccountingDOI
Optimizing Carbon Emission Reduction Pathways in Prefabricated Building Materialization Stages: A Cloud Entropy and NK Model Approach
Daopeng Wang, Huan Liu, Jiaming Xu +2
This study investigates influencing factors and optimization pathways for embodied carbon emissions in prefabricated building materialization. Using field data from a large precast factory in western China, it develops a cloud entropy model…
🇨🇳 China📚 Peer-reviewed · JournalNetworks and Spatial Economics2026#Carbon AccountingDOI
Reconstruction and Forecasting of Carbon Footprints and Embodied Transfers in Advanced Manufacturing: A Hybrid WOA-GNN Framework Applied to Western China
Yan Zou, Yinlong Li, Zhijie Han
This paper proposes a hybrid WOA-GNN framework for reconstructing and forecasting carbon footprints and embodied carbon transfers in advanced manufacturing, applied to Western China. It demonstrates a data-driven approach for supply chain e…