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.
Peer-reviewed🇨🇳 ChinaJournalACS Sustainable Chemistry & Engineering2026#Carbon AccountingDOI
Life Cycle Carbon Footprint Assessment of Different Methanol Production Processes
S K Wang, Yinuo Gou, Siyu Chen +5
This study conducts a life cycle carbon footprint assessment comparing various methanol production pathways, including conventional steam reforming and emerging CO2-based routes. The analysis quantifies greenhouse gas emissions across the e…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
Machine Learning Model Carbon Footprint Classification Dataset
Onur Sevli
This paper presents a benchmark dataset (1,000 records, 12 features, 3 balanced classes) for classifying carbon footprint of ML model training, grounded in the Green AI emission formula. It adds log-space Gaussian noise (sigma=0.20) to mimi…
Peer-reviewedJournalJournal of Agriculture and Plant Sciences2026#Carbon AccountingDOI
SOIL CARBON DYNAMICS AND CROP RESPONSE IN BARLEY AND CHICKPEA GROWN UNDER CARBON-FARMING AND CONVENTIONAL PRACTICES: A REGIONAL ASSESSMENT IN NORTH MACEDONIA
Biljana Balabanova, Verica Ilieva, Saša Mitrev +3
This study evaluates soil organic carbon (SOC) dynamics in barley and chickpea under carbon farming (CF) vs conventional practices in North Macedonia. CF increased SOC from 1.25% to 1.68% in barley and 1.18% to 1.57% in chickpea, while conv…
Peer-reviewedJournalBiology and Fertility of Soils2026#Climate ScienceDOI
Double-edged sword effects of degradable microplastics as carbon-active inputs on soil net carbon balance: A critical perspective
Shuai Zhou, Ruimin Qi, Amit Kumar +3
This critical perspective examines the dual role of degradable microplastics as carbon-active inputs in soil net carbon balance, highlighting both potential benefits as carbon sources and risks such as altered microbial activity. It calls f…
Peer-reviewedJournalPlant and Soil2026#Climate ScienceDOI
Carbon storage patterns in high Andean wetlands: local factors explain the variability of soil carbon stocks in the Argentine Puna
M. Fernanda Chiappero, María V. Vaieretti, Norma Gallardo +1
This study analyzes soil carbon stock variability in high Andean wetlands of the Argentine Puna, identifying local factors that explain carbon storage patterns. It provides empirical data on nature-based carbon sequestration, relevant for c…
Peer-reviewed🇨🇳 ChinaJournalChemical Engineering Science2026#Energy TransitionDOI
Molecular engineering of alkali lignin: Precise regulation of carbon layer and closed porosity for high-performance hard carbon anodes
Dezhe Fan, Fengyi Luo, Conghua Yi +3
This paper reports a molecular engineering approach to process alkali lignin, precisely controlling carbon layer and closed porosity to achieve high-performance hard carbon anodes. This advances the use of biomass-derived carbon materials f…
Peer-reviewedJournalGreen Carbon2026#Carbon AccountingDOI
Let us establish a Green Carbon Index
Rolf D. Schmid
This paper proposes the establishment of a 'Green Carbon Index', a new metric for evaluating corporate carbon emissions and environmental performance. The framework likely integrates carbon accounting data and green finance principles. Full…
Peer-reviewed🇨🇳 ChinaJournalChem Circularity2026#OtherDOI
Unlocking cost and carbon parity with polyethylene recycling
Li Gao, Bingsen Zhang
This paper explores the potential of polyethylene recycling to achieve cost and carbon parity, analyzing the economic feasibility and emissions reductions. It highlights the role of recycling in the transition to a circular economy.
Peer-reviewed🇨🇳 ChinaJournalAngewandte Chemie International Edition2026#CCUSDOI
Direct Electrosynthesis of Glycolate From Carbon Dioxide
X H Chen, Shuaiqiang Jia, Jianxin Zhai +10
This work reports the direct electrochemical conversion of CO2 to glycolate in aqueous media using unsaturated Cu sites, achieving a production rate of 305±24 mmol h⁻¹ g⁻¹. It represents a new product from electrocatalytic CO2 reduction, ad…
Peer-reviewed🇨🇳 ChinaJournalGlobal Change Biology2026#Climate ScienceDOI
Responses of Soil Carbon Release to Freeze–Thaw Cycles Mediated by Carbon Availability at Regional and Global Scales
S K Wang, Shuqi Qin, Yan Yang +5
Using topsoil samples along a 1000-km transect across the Tibetan permafrost region, freeze-thaw microcosm experiments showed that freeze-thaw cycles significantly increased soil CO2 release by 20% on average. This response was primarily dr…
Journal2026#HydrogenDOI
Carbon containing membranes for hydrogen separation
Ralf Wyrwa, Hannes Richter, Marcus Weyd +2
This paper reports on carbon-containing membranes for hydrogen separation. Hydrogen is important as a clean energy carrier, and membrane separation technology contributes to cost reduction.
🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
Report on the CARBON FARMING MED tool
AZOLLA
This report evaluates the Carbon Farming MED tool designed to support Mediterranean carbon farming projects. It assesses the tool's MRV functionality, alignment with Verra VM0042 methodology, and potential compliance with the EU Carbon Remo…
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalACS Applied Nano Materials2026#Energy TransitionDOI
Mechanochemical Preparation of Activated Carbon–Carbon Nanotube Composite Electrode for Zn-Air Battery
Munsuree Kalong, Noriaki Sano, Tetsuo Suzuki +2
This paper investigates the mechanochemical preparation of activated carbon-carbon nanotube composite electrodes for Zn-air batteries. The composite electrode aims to improve battery performance, contributing to energy storage technologies …
Peer-reviewedJournalNature Climate Change2026#Carbon AccountingDOI
Responsible carbon accounting
(著者不明)
This paper discusses responsible carbon accounting practices, emphasizing the importance of accurate measurement and disclosure of corporate GHG emissions. It argues that reliable emissions data is essential for achieving decarbonization ta…
Peer-reviewedJournalJurnal Sylva Scienteae2026#Climate ScienceDOI
STAKEHOLDERS MAPPING PROGRAM REHABILITASI MANGROVE “BLUE CARBON INITIATIVE” DI DELTA MAHAKAM KALIMANTAN TIMUR
Choiriatun Nur Annisa, Fitria Dewi Kusuma, Marya Tiara Hapsari
This qualitative exploratory study maps stakeholders of the Blue Carbon Initiative's mangrove rehabilitation program in Mahakam Delta, East Kalimantan, Indonesia. It finds that village governments, forest farmer groups, forestry offices, pr…
Peer-reviewed🌍 GlobalJournalChemical Engineering Journal2026#CCUSDOI
Green and blue methanol: Biomass or DAC carbon combined with SMR and Allam–Fetvedt cycle
Junghwan Kim, Junsu Kim, Matthew J. Realff
This paper examines the production of green and blue methanol by combining biomass or direct air capture (DAC) carbon with steam methane reforming (SMR) and the Allam–Fetvedt cycle for efficient CO2 capture. It evaluates the techno-economic…
Peer-reviewed🇨🇳 ChinaJournalRenewables2026#Energy TransitionDOI
Long-Life Aqueous Bismuth-Iodine Battery Based on Conversion-Type Bismuth Anode and Nitrogen-Rich Carbon-Confined Iodine Cathode
Jujing Zhang, Yuzhu Qian, Xin Huang +7
This paper reports a long-life aqueous bismuth-iodine battery using a conversion-type bismuth anode and a nitrogen-rich carbon-confined iodine cathode, demonstrating potential for safe and sustainable energy storage.
Peer-reviewed🇨🇳 ChinaJournalJournal of Hydrology2026#Climate ScienceDOI
Co-metabolic-like effects induced by eutrophication-intensified cyanobacterial blooms enhanced sediment carbon emissions in shallow lakes
Yu Peng, Weizheng Xie, Yaoqing Peng +7
This study reveals co-metabolic-like effects where eutrophication-intensified cyanobacterial blooms enhance sediment carbon emissions in shallow lakes. It contributes to understanding natural carbon cycles in climate change but has limited …
Peer-reviewed🌍 GlobalJournalPLOS Climate2026#AI × ESGDOI
A hybrid machine learning framework for land use carbon accounting: A case study of Tanzania
Talemwa Byomutonzi Johansen, Mwema Felix Mwema, Silas Mirau +1
This study proposes a hybrid framework integrating regression, time-series, and machine learning models for land-use carbon accounting, demonstrated via a Tanzanian case study. Random Forest and XGBoost showed lower prediction errors, but r…
Peer-reviewed🇨🇳 ChinaJournalCoordination Chemistry Reviews2026#Energy TransitionDOI
Carbon-based cathodes for aqueous zinc‑iodine batteries: mechanisms, optimization, and prospects
De Yang, Yuxiao Zhu, Xueting Chen +3
This paper reviews carbon-based cathodes for aqueous zinc-iodine batteries, covering reaction mechanisms, optimization strategies, and future prospects.