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🇨🇳 ChinaJournalScientific Reports2026#AI × ESGDOI
A coupled LSTM model for predicting blue carbon and fishery dynamics in tropical coastal wetlands under climate change
Yanhua Zhang, Gongguo Wu, Chujun Zou +4
This study developed the first coupled LSTM framework to predict bidirectional relationships between blue carbon stocks and fishery abundance in tropical coastal wetlands. Using 96 monthly field observations from 15 sites in China (2018-202…
Peer-reviewedJournalJurnal Sylva Lestari2026#Carbon AccountingDOI
Multi-Intervention Scenarios in the Mangrove Blue Carbon Project Can Enhance Emission Reductions and Increase the Economic Value of Carbon
Aswin Rahadian, Lilik Budi Prasetyo, Yudi Setiawan +1
This study evaluates integrated mangrove conservation and restoration scenarios on Java's northern coast, Indonesia, using a Tier 3 carbon accounting framework with Landsat data and field measurements. Average emission reduction potential i…
Peer-reviewed🇪🇺 EuropeJournal2026#Carbon AccountingDOI
The Lagoon as Ledger: Making Blue Carbon Legible in Venice's Transitional Waters
Wang Jiaxi
This paper proposes 'Lagoon Wallet,' a public-learning prototype for blue carbon in the Venice Lagoon, translating ecological indicators like water transparency and seagrass coverage into a playable ledger. Through user testing (N=12), it d…
Peer-reviewed🇨🇳 ChinaJournalEarth-Science Reviews2026#OtherDOI
Risks of mercury release from disturbance of blue carbon ecosystems
Fan Zhang, 胡静柔, Ana Carolina Ruíz-Fernández +8
This review assesses the risk of mercury release from blue carbon ecosystems (BCEs) when disturbed. A meta-analysis shows that physical disturbance remobilizes ~54% of sediment-bound metals. Applying this to BCE mercury stocks yields an est…
Peer-reviewed🇨🇳 ChinaJournalNano-Micro Letters2026#OtherDOI
Engineering Fe–Ni Dual-Atom Sites Via Ru Nanoclusters on 3D Carbon Aerogel for Enhanced Bifunctional Oxygen Electrocatalysis
Yifan Zhang, Kexin Kong, Hongyuan Jie +7
This study reports a 3D carbon aerogel with Fe-Ni dual-atom sites and Ru6 nanoclusters for efficient oxygen electrocatalysis. The Ru clusters modulate electronic structure, enhancing ORR/OER activity. When used in zinc-air batteries, it ach…
Peer-reviewed🇺🇸 USAJournalJournal of Geophysical Research Biogeosciences2026#Climate ScienceDOI
Soil Carbon Assimilation Effectively Constrains Carbon‐Cycle Model Forecasting
Qianyu Li, Dongchen Zhang, Alexis Helgeson +2
This study assimilates SoilGrids SOC data into a process-based model at 39 US NEON sites, showing that direct SOC data assimilation significantly improves accuracy and precision of SOC and ecosystem respiration estimates. Indirect constrain…
Peer-reviewed🇨🇳 ChinaJournalJournal of Environmental Management2026#Transition FinanceDOI
Green credit as a catalytic mechanism for carbon intensity reduction in China: A novel GDI-ARDL modeling approach
Yaxian Wang, Shanlu Chen, Nan Jiang
This paper analyzes the impact of green credit policy on carbon intensity in China using a novel GDI-ARDL model. Findings suggest green credit significantly reduces carbon intensity, providing empirical evidence for transition finance effec…
🇪🇺 EuropeJournalHAL (Le Centre pour la Communication Scientifique Directe)2026#Scope 3
Double claiming of agricultural carbon credits: time to stop worrying
Clothilde Tronquet, Simon Martel, Valentin Bellassen
After seven years of France's Low Carbon Label (LBC), agricultural projects remain underfunded. Agri-food companies fear 'double claiming' if suppliers sell carbon credits to third parties while they report those reductions in their scope 3…
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#Supply ChainDOI
STRATEGIES FOR MITIGATING ENVIRONMENTAL IMPACTS AND ASPECTS: FROM REGULATION TO GREEN SUPPLY CHAINS, DIGITAL MONITORING AND URBAN NATURE-BASED SOLUTIONS
2Sher Muhammad Ghoto 1Sami Ul Haq*
This paper provides an overview of strategies for mitigating environmental impacts, covering regulation, green supply chains, digital monitoring, and urban nature-based solutions. It serves as a broad framework for corporate and municipal e…
Peer-reviewed🇪🇺 EuropeJournalJournal of Environmental Management2026#BiodiversityDOI
Beyond the label: Do coastal nature-based solutions fulfill the scope of European Commission and IUCN definitions? A systematic review
Pedro F. P. Rocha, Theocharis A. Plomaritis, Susana Costas
This systematic review of 119 papers examines how well coastal nature-based solutions (NbS) align with definitions from the European Commission (EC) and IUCN. Results show 66% compliance with EC and 63% with IUCN definitions, but fundamenta…
Peer-reviewed🇨🇳 ChinaJournalMobilities2026#Carbon PricingDOI
Environmental policy mobilities for building a global Ecological Civilization: China’s experiments with carbon markets and nature-based solutions
Xin Zou, Annah Lake Zhu, Qinhong Wu
This paper examines China's experiments with carbon markets and nature-based solutions within the framework of building a global Ecological Civilization. It analyzes policy mobilities and how these environmental policies are adapted and tra…
Peer-reviewedJournalIOP Conference Series Earth and Environmental Science2026#OtherDOI
Swale Application as a Nature-Based Solution (NBS) Method for Urban Stormwater Runoff Management in Jakarta Context
Paskasius Andrew Nandya Pradanantyo Soeradji, Ova Candra Dewi, Kartika Rahmasari
This study evaluates the effectiveness of swales as a nature-based solution for urban stormwater runoff management in Jakarta, Indonesia. Findings show that swales can reduce runoff and pollutants by 58-82% when properly designed with conte…
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#Climate ScienceDOI
Assessing the Potential of Mangrove Restoration as a Nature-Based Solution for Carbon Sequestration in the Niger Delta Region, Nigeria
Chidiebele E. J. Uzoagba
This paper assesses the potential of mangrove restoration for carbon sequestration in the Niger Delta, Nigeria. Using field data, it estimates biomass and soil carbon stocks, evaluating effectiveness as a climate mitigation strategy. While …
Peer-reviewed🌍 GlobalJournalAMBIO2026#BiodiversityDOI
Who leads matters: A governance-informed typology for implementing and scaling nature-based solutions
Kirk B. Enu, Christian Albert, Beate Jessel
This paper proposes a governance-informed typology for nature-based solutions (NbS) based on implementation leadership, addressing the gap in existing classifications that prioritize technical form over governance. Analyzing 35 urban NbS ca…
Peer-reviewed🇪🇺 EuropeJournalLand Use Policy2026#OtherDOI
Greening drylands: The potential and limits of afforestation as a nature-based solution in the Aralkum Desert
Shahzoda Alikhanova, Alison Smith, Cristina Tarantino +1
This paper presents the first integrated assessment of large-scale afforestation in the South Aral Sea, combining carbon storage, albedo effects, and climate vulnerability. Vegetated areas store 20.4 million tonnes of carbon. Albedo changes…
Peer-reviewed🇨🇳 ChinaJournalForests2026#BiodiversityDOI
Nature-Based Solutions for Enhancing Ecosystem Services: Mechanisms, Benefits, and Challenges
Jinyu Gong, Lin-Xuan He, Luyao Cui +3
This review categorizes Nature-based Solutions (NbS) into ecological restoration, infrastructure-related, and ecosystem management approaches, summarizing their ecological, social, and economic benefits globally and in China. It highlights …
Peer-reviewed🇨🇳 ChinaJournalRenewable Energy2026#Renewable EnergyDOI
Bifacial Photovoltaic-Micro Agriculture Integrated System for Urban Distributed Energy Applications: Optical-Thermal Coupling, Realizable Rear-Side Gains, and Parallel Carbon Offsets
Pengxu Chen, Wei Zhang, Jiahong Guo +3
This paper proposes a system integrating bifacial photovoltaic and micro-agriculture for urban distributed energy applications, examining optical-thermal coupling, rear-side gains, and parallel carbon offsets.
Peer-reviewed🇨🇳 ChinaJournalEnergy and Buildings2026#AI × ESGDOI
Quantifying community carbon offsets - a method based on building and environment point cloud data segmentation
Xiaoyu Yang, Liyong Yan, Haichao Zheng
This paper proposes a method to quantify community carbon offsets using point cloud segmentation of buildings and environment. By extracting vegetation and structures, it estimates carbon storage and emissions, supporting local GHG manageme…
Peer-reviewed🇪🇺 EuropeJournalEnergy Conversion and Management2026#CCUSDOI
Techno-economic and life cycle assessment of Fischer-Tropsch and Methanol-to-Jet processes to produce SAF from captured carbon dioxide and green hydrogen
P. Licastro, Celeste Scicchitano, Luca Mendicino +2
This study conducts a techno-economic and life cycle assessment of two processes for producing sustainable aviation fuel (SAF) from captured CO2 and green hydrogen: Fischer-Tropsch and Methanol-to-Jet. It compares costs, energy efficiency, …
Peer-reviewedJournalChemical Engineering Journal Green and Sustainable2026#CCUSDOI
Co-integration of phosphates and triazines in designing novel covalent organic polymers (COPs) for efficient iodine vapor and carbon dioxide capture
Prashant Yevale, Devendra Khade, Vaishnavi Naik +3
This study synthesizes three triazine-based covalent organic polymers (COPs) with phosphate ester linkages. MPO-COP achieves exceptional iodine vapor uptake of 410 wt% at 75°C and CO2 uptake of 42 cm³ g⁻¹ at 0.03 bar/273 K, with excellent r…