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-reviewedCNJournalEnvironmental Modelling & Software2026#Carbon AccountingDOI
Knowledge-guided graph time-series modelling for regional carbon emission prediction and decision support: An integrated assessment of carbon peaking pathways in Guangxi
Yang Luo, Xujiang Qin, Xiyue Cao +4
This study applies a knowledge-guided graph time-series model to predict regional carbon emissions and assess carbon-peaking pathways in Guangxi, China. It integrates machine learning with regional economic and industrial structure knowledg…
Peer-reviewedJournalDiscover Forests2026#Carbon AccountingDOI
Stand structure drives vegetation carbon storage while soil texture regulates soil organic carbon in Nepalese mid-hill community forests
Binayak Poudel, Shubhashis Bhattarai, Sandesh Koirala +2
This study quantified vegetation carbon and soil organic carbon (SOC) across three community forest types in Nepal's mid-hills using 19 nested plots and stratified soil sampling to 80 cm. Shorea robusta forests stored the most carbon; basal…
Peer-reviewed🇨🇳 ChinaJournalSustainable Production and Consumption2026#Carbon AccountingDOI
Plastic-related carbon inequality and mitigation pathways in China
Li Ruifei, Hailun Huang, Yu Luo +5
This study examines carbon inequality and mitigation pathways in China's plastics sector, mapping how emissions are distributed across the value chain and who bears responsibility. It likely combines carbon accounting with scenario analysis…
Peer-reviewedJournalHeart2026#Carbon AccountingDOI
Carbon footprint of cardiovascular technologies: a new dimension of value
Ana Paula Beck da Silva Etges, Carisi Anne Polanczyk
This paper frames the carbon footprint of cardiovascular technologies as a new dimension of clinical value. It argues environmental burden should be weighed alongside efficacy in health technology assessment. Authored by Brazilian hospital-…
Preprint2026#Carbon AccountingDOI
Accounting for short-term durability in carbon offsetting
Bodie Cabiyo, Alex Dolginow, John Dees
This paper addresses how to account for the durability of carbon offsets, particularly short-term storage. It engages the question of how permanence risk in credits (e.g. forestry) should be reflected in corporate net-zero and GHG accountin…
Peer-reviewed🇪🇺 EuropeJournalResources Conservation & Recycling Advances2026#Carbon AccountingDOI
Improving biogenic carbon modelling of harvested wood products using dynamic LCA: Assessing the climate change mitigation potential of underutilised wood
D Von Dufving, Andrew Norton, Patricia Schneider-Marin +4
This study improves dynamic LCA for biogenic carbon in harvested wood products (HWPs), presenting a novel GWP-biogenic framework that captures climate-domain, species, and component differences. Using detailed biomass inventories, it shows …
Peer-reviewedJournalCroatian Operational Research Review2026#Carbon AccountingDOI
A sustainable EPQ model
Shilpy Tayal, Prachi Jain, Mohit Rastogi +1
This paper presents an EPQ (Economic Production Quantity) model integrating carbon-emission mitigation into inventory management. It incorporates carbon trading and tree-plantation offsets to determine the optimal production period maximizi…
Peer-reviewed🌍 GlobalJournalCarbon Balance and Management2026#Carbon AccountingDOI
Quantifying carbon benefits from protecting and restoring tropical forest landuse mosaics in Vanuatu
Clint Cameron, Olivia Bird, Jeffery Lava +1
This study quantifies forest carbon stocks and deforestation drivers for the Life & Land PES project across three sites in Vanuatu. Mature primary rainforest averaged 490.7 Mg C ha−1, while vine-degraded forests held only 107–128 Mg C ha−1.…
Peer-reviewed🌍 GlobalJournalTrees Forests and People2026#Carbon AccountingDOI
LiDAR-based assessment of above-ground biomass and carbon stocks in coffee agroforestry systems: Implications for climate mitigation and smallholder livelihoods at different elevations
Malluri Goñas, Ligia García, Manuel Oliva +9
Aerial LiDAR and field data were combined to assess canopy height, aboveground biomass (AGB), and carbon stocks across six coffee agroforestry plots in northern Peru. A mixed-effects log model showed a significant positive height-biomass re…
PreprintSSRN#Carbon Accounting
A Proto-Standard for Carbon Accounting and Auditing using the E ...
(著者不明)
This paper proposes a proto-standard for carbon accounting and auditing. Based on the title, it appears to build on an 'E...' method or framework to standardize emissions measurement and verification. No abstract is available, so specific c…
Peer-reviewedJournalScientia Agricultura Sinica2025#Carbon AccountingDOI
A Review of Soil Carbon Sequestration and Greenhouse Gas Emissions Quantification in Cropland
Sun J.F.
A review of methods for quantifying soil carbon sequestration and greenhouse gas emissions in cropland. It surveys measurement and estimation approaches, highlighting limitations in agricultural carbon accounting and directions for improvem…
Peer-reviewed🌍 GlobalJournalUrban Science2026#Carbon AccountingDOI
Life Cycle Assessment of Ephemeral Cultural Installations: Implications for Sustainable Urban Tourism and Event Management
César Ayabaca-Sarria, Salvatore Reina-Guzman, Mario Cesén-Arteaga +3
An LCA of a temporary cultural installation at Ecuador's Festival of Fruits and Flowers found total emissions of 408.46 kg CO2e, dominated by the construction phase (272.00 kg), followed by transport (85.00 kg) and raw material extraction (…
Peer-reviewed🌍 GlobalJournalAmbiente Construído2026#Carbon AccountingDOI
A data quality matrix for carbon footprint of buildings: a framework for identifying and communication uncertainty sources
L. Caldas, Carolina Mendonça de Freitas Mendes de Souza, Marcella Carimundo
This study develops a Data Quality Matrix for Carbon Footprint of Buildings (DQM-CF) to identify, classify, and communicate uncertainty sources in building carbon footprint assessments. Using a systematic literature review and a Brazilian c…
🇪🇺 Europe2026#Carbon AccountingDOI
The effect of procurement and construction site decisions on the embodied carbon emissions of buildings: a Finnish perspective
Tiina Vainio-Kaila, R. V. D. van den Brink, Paula Ala-Kotila +2
This paper examines how procurement choices and construction-site decisions affect the embodied carbon emissions of buildings, drawing on Finnish cases. It shows that material sourcing and on-site practices materially shift embodied CO2, of…
Preprint🇺🇸 USAbioRxiv (Cold Spring Harbor Laboratory)2026#Carbon AccountingDOI
Large and persistent social risks to forest carbon projects
Jacob I. Levine, Libby Blanchard, Danny Cullenward +1
Analyzing 244 forest-based carbon projects, this study finds the voluntary carbon market systematically underestimates social risks such as fraud, mismanagement, and land conflicts. Even under optimistic assumptions, projects are roughly tw…
Peer-reviewedJournalDesalination2026#Carbon AccountingDOI
Toward carbon-neutral desalination: Scope 1–3 carbon accounting, technological pathways, circular resource recovery, and future perspectives
Muhammad Yaqub, Wontae Lee
This review examines Scope 1–3 carbon accounting and decarbonization pathways for seawater desalination. It integrates renewable energy, energy recovery, and circular resource recovery from brine to align water infrastructure with net-zero …
Peer-reviewed🇪🇺 EuropeJournalLand2026#Carbon AccountingDOI
Voluntary Carbon Markets in Scotland: A Geospatial Analysis Linking Land Systems, Climate Change, and Ecosystem Services
Jason P. Julian, Fatema Tarin, Anupa Bhatta +2
A geospatial analysis of 906 Woodland Carbon Code and 253 Peatland Code projects in Scotland (2000–2025) reveals 74,909 ha of planned woodland planting and 35,448 ha of peatland restoration. Benefits accrue disproportionately to few large l…
Peer-reviewed🌍 GlobalJournalEarth2026#Carbon AccountingDOI
Selected Energy-Related Emissions and Indicative Forest Carbon Uptake: An IPCC-Based Screening Assessment
Merve Erol, Meral Korkmaz, Alban Kuriqi
Using IPCC Tier 1 methodology, this study estimates 2022 energy-related CO2 emissions for Tunceli Province, Eastern Türkiye, at 288.47 Gg CO2-eq/yr. Indicative forest gross uptake (275–689 Gg CO2/yr) is of the same order of magnitude as emi…
Preprint🌍 GlobalarXiv (Cornell University)2026#Carbon AccountingDOI
Learning Principal-Agent Contracts for Equitable Smallholder Carbon Farming under Moral Hazard and Adverse Selection
Rishi Bharadwaj, Y. Narahari
This study examines why smallholder farmers are largely excluded from carbon farming programs through the lens of contract design. Modeling an aggregator's pooled contract as a POMDP with adverse selection and moral hazard, reinforcement le…
Peer-reviewedCNJournalSustainability2026#Carbon AccountingDOI
An Integrated Carbon Emission Assessment and Decarbonization Decision-Support System for Open-Pit Metal Mines
Bin Bai, Guoqing Li, Jie Hou +1
This study develops an integrated carbon-emission assessment and decarbonization decision-support system for open-pit metal mines, combining a MySQL database, standardized data interfaces, a process-level accounting model, and a production-…
