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-reviewedJournalEnvironment Systems & Decisions2026#ESGDOI
A fuzzy multi-criteria decision framework for sustainability-oriented prioritization of nature-based solutions in circular economy investments
Gabriel Ayodeji Ogunmola, Bakhodir Abdullaev, Safina Nafisa Talgatovna +3
This paper proposes a fuzzy multi-criteria decision-making framework for prioritizing nature-based solutions (NBS) in circular economy investments, integrating multiple sustainability criteria to support investment decisions.
Peer-reviewedJournalNew Forests2026#Carbon AccountingDOI
High yielding Eucalyptus clones as nature-based solution for carbon sequestration and soil restoration in eastern India
N. Bhol, Subhasmita Parida, Prajnashree Mallick +6
This study evaluates high-yielding Eucalyptus clones in eastern India for carbon sequestration and soil restoration. It presents data on biomass growth and soil carbon accumulation, highlighting potential as a nature-based solution for clim…
Peer-reviewed🌍 GlobalJournalDiscover Sustainability2026#BiodiversityDOI
Global research trends in ecosystem health assessment for nature-based solutions using scientometric analysis
Chhanu Sutradhar, Jayanta Das, Brototi Biswas +1
This study uses scientometric analysis of 1,273 articles (2015-2024) to map research trends in ecosystem health assessment and nature-based solutions (NbS). It finds the field is multidisciplinary, led by Chinese, US, Australian, and UK ins…
Peer-reviewed🌍 GlobalJournalnpj Urban Sustainability2026#Climate RiskDOI
Relationality must be at the heart of climate adaptation evaluation: insights from urban nature-based solutions
Sean Goodwin, Cecilia Alda-Vidal, Ana Terra Amorim‐Maia +3
Drawing on five urban nature-based solutions worldwide, this paper shows how relationships shape adaptation processes and outcomes. Relationality is a concrete enabling condition for successful climate adaptation, evolving over time. The au…
Peer-reviewed🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#OtherDOI
Where Broad Marsh used to be: Navigating nature-based solutions in Nottingham
Clara Dunphy
This presentation examines Nottingham's Green Heart, a nature-based solution implemented in 2024 within the Broad Marsh redevelopment, focusing on civic engagement, knowledge outsourcing, and political governance. The first-year PhD researc…
Peer-reviewed🌍 GlobalJournalEnvironmental Research Letters2026#climate_adaptationDOI
Global evidence on scaling nature-based solutions for compound hazards
Sina Razzaghi Asl, Anahita Azadgar
A systematic review of 38 studies on nature-based solutions (NbS) for climate adaptation to compound hazards. Only six studies directly measured hazard reduction; most evidence is proxy, prioritization, or qualitative. Evidence concentrates…
Peer-reviewed🇨🇳 ChinaJournalMathematics2026#Climate FinanceDOI
On Preliminarily Exploring Multiple-Objective Capital Asset Pricing Models for the Investments of Carbon Offset: Heuristically Proving Different Tangent Planes
Long Lin, Yue Qi
This paper proposes a multiple-objective portfolio selection model (MOPS) and explores multiple-objective capital asset pricing models (MOCAPM) for carbon offset investments. It proves mathematical properties such as convexity of the minimu…
Peer-reviewed🌍 GlobalJournalNature Communications2026#Climate ScienceDOI
Increased maximum carbon release offsets half of the growth trend in annual land carbon sink
Yu Bai, Zheng Fu, Josep Peñuelas +12
This dataset provides code and data for Bai et al.'s study showing that increased maximum carbon release offsets half of the growth trend in annual land carbon sink. The research clarifies the relationship between interannual variability of…
Peer-reviewed🇨🇳 ChinaJournalChemical Engineering Science2026#CCUSDOI
A computational mass transfer and wavelet analysis investigation of mass transfer characteristics and operating window of Geldart A, B-, and B + particles in circulating turbulent fluidized beds for carbon capture
Chenghao Deng, Xu Li, Qiaona Hu +2
This study investigates mass transfer characteristics and operating windows of Geldart A, B-, and B+ particles in circulating turbulent fluidized beds for carbon capture, using computational mass transfer and wavelet analysis. It clarifies …
Peer-reviewed🇨🇳 ChinaJournalSeparation and Purification Technology2026#CCUSDOI
NH4Cl-assisted demineralization and intrinsic nitrogen reconstruction of crayfish shell waste to prepare N-rich porous carbons for flue gas CO2 capture
Jianguo Sun, Qian Liu, Wenqi Zhong +3
This study converts crayfish shell waste into N-rich porous carbons via NH4Cl-assisted demineralization and nitrogen reconstruction. The resulting materials show promising CO2 capture performance for flue gas, offering a waste-to-value appr…
Peer-reviewedJournalIndustrial Crops and Products2026#CCUSDOI
Integrated direct air capture and solar redox cycles for carbon-neutral methanol production
Manman Sun, Chunfeng Liu
This paper proposes and evaluates an integrated system combining direct air capture (DAC) with solar-driven redox cycles to produce carbon-neutral methanol. It offers a sustainable alternative to fossil-based methanol production by utilizin…
Peer-reviewedJournalEnergy & Environment2026#CCUSDOI
Seawater as a promising absorption solvent in sustainable carbon capture and utilization
Seung-Min Cheon, Su-Min Kwon, Chae-Eun Lee +1
This study proposes a Seawater-Based Carbon Capture (SBCC) system for coastal industrial complexes, substituting freshwater with seawater as a solvent. Leveraging pH-buffering mechanisms, SBCC achieved a 54–86% increase in total carbon capt…
Peer-reviewed🇨🇳 ChinaJournalJournal of environmental chemical engineering2026#CCUSDOI
Advances in Biomimetic Carbon Dioxide Capture and Catalytic Conversion
Zirui Liu, Xianjin Wu, Jiawei Fu +4
This paper reviews recent advances in biomimetic approaches for CO2 capture and catalytic conversion, aiming to mimic natural enzymes and processes for efficient and sustainable CO2 utilization. Specific findings are unclear, but it contrib…
Peer-reviewed🇨🇳 ChinaJournalGels2026#CCUSDOI
Aerogels for Carbon Dioxide Capture: Classification Design, Preparation Strategies, and Capture Scenarios
Yang Yang, Yu Mao, Chao Sun +2
This paper systematically reviews aerogels for CO2 capture, covering classification, design strategies, and preparation methods such as supercritical, ambient pressure, and freeze drying. It analyzes applications in direct air capture, post…
JournalBENTHAM SCIENCE PUBLISHERS eBooks2026#CCUSDOI
Carbon Capture and Bioenergy Integration: A Sustainable Approach for Mitigating Climate Change
Suyog Gupta
This chapter reviews the current state and development of Bioenergy with Carbon Capture and Storage (BECCS), highlighting its environmental and economic benefits. It analyzes challenges such as biomass supply chains, CCS costs, and policy f…
🇨🇳 ChinaJournalPubMed2026#Energy TransitionDOI
[Spatio-temporal Evolution Patterns and Influencing Factors of the Coupling Coordination Effect Between Low-carbon Transportation and New Quality Productive Forces Development： A Case Study of the Yangtze River Economic Belt].
Yan-Fei Li, Cheng Li
Using panel data from 11 provinces in the Yangtze River Economic Belt (2012-2022), this study evaluates the coupling coordination between low-carbon transportation and new quality productive forces. Methods include entropy-weighted TOPSIS, …
Peer-reviewed🇨🇳 ChinaJournalSustainable materials and technologies2026#Energy TransitionDOI
Efficient feature reconstruction mechanisms drive highly reliable modeling of multi-system low-carbon cementitious materials under small-sample constraints
Yuchen Zhao, Yanxi Li, Shuangyan He +2
This study proposes an efficient feature reconstruction mechanism to enhance the reliability of predicting properties of low-carbon cementitious materials under small-sample constraints. By integrating multi-system material data, it improve…
Peer-reviewed🇨🇳 ChinaJournalAdvanced Functional Materials2026#HydrogenDOI
Boron‐Doped Carbon Overlayers Conquer Sulfur Poisoning of Nickel‐Based Catalysts for Ultrastable Low‐Energy Hydrogen Production Coupled With Sulfion Oxidation
Zhaoyue Zhang, Shangguo Liu, Chaoyue Sun +5
This study develops a boron-doped carbon-coated nickel catalyst (Ni@BC) that overcomes sulfur poisoning for low-energy hydrogen production. Ni@BC optimizes sulfur adsorption, suppressing insulating sulfur accumulation, achieving over 1500 h…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#AI × ESGDOI
Different Paths to Success, but a Common Source of Failure: The Configuration Path of Green and Low-Carbon Development for Large Mining Groups in China
Dan Qiu, Bangjun Wang
Using TOE-P framework with NCA and dynamic fsQCA on Chinese listed mining firms (2015-2025), this study identifies multiple configurational paths to high green and low-carbon performance. No single condition is necessary; synergy among tech…
Peer-reviewedJournalElectricity2026#Energy TransitionDOI
Deep Learning-Based Hydrothermal Scheduling Integrating Wind Power and Pumped-Storage Hydropower for Low-Carbon Economic Dispatch
Clóvis Melo, V. Leonardo Paucar, Raimundo Nonato Diniz Costa Filho
This study applies four deep learning architectures (KAN, LSTM, GRU, DFF) to solve hydrothermal scheduling in hybrid power systems with wind and pumped-storage hydropower, optimizing economic and emission objectives. Evaluated on a 10-gener…
