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-reviewedJournalRevista Argentina de Economía Agraria2026#Climate ScienceDOI
Soluciones de la naturaleza para el cambio climático en el Gran Chaco Argentino
Andrés Said, Pablo Elverdin, Sabine Papendieck +1
This study analyzes Natural Climate Solutions (NCS) in the Argentine Gran Chaco, evaluating mitigation potential and economic costs. Silvopastoral management and improved livestock efficiency show negative marginal abatement costs (-4 to -1…
Peer-reviewedJournalEnergies2026#Renewable EnergyDOI
Harnessing Direct Geothermal Uses for a Just Energy Transition in Sonora (Northwestern México)
Orlando Miguel Espinoza-Ojeda, Héctor Miguel Aviña-Jiménez, E. Pérez‐González +8
This study examines how low- to medium-enthalpy geothermal resources in Sonora, Mexico, can be harnessed for a just energy transition. It integrates spatial analysis and socio-territorial indicators (GSI, SPEDI, TVI) to identify municipalit…
Peer-reviewed🌍 GlobalJournalDiscover Soil.2026#OtherDOI
Trends and hotspots in biochar research for soil quality improvement in tropical and semi-arid regions based on bibliometric analysis
Ana Beatriz Alves, Ana Luiza Veras de Souza, Ingrid Lima +10
This bibliometric analysis examines global research trends in biochar for soil quality improvement in tropical and semi-arid regions from 2009 to 2024. China leads with 183 articles, and three main themes emerge: carbon sequestration, agric…
Peer-reviewed🌍 GlobalJournalNext Energy2026#Energy TransitionDOI
China-US tensions over renewable energy technologies and their potential to delay the energy transition
Jonathan Senior, Krista Halttunen, Iain Staffell
This paper examines how US-China tensions over renewable energy technologies could delay the global energy transition. It highlights geopolitical risks to clean energy deployment.
Preprint🌍 GlobalResearch Square2026#ESGDOI
ESG and the Green Economy in Emerging Markets: A Systematic Review of Mechanisms, Dynamics, and Drivers for SDG Acceleration
Setyawan AI, Wahid M, Rakinaung MR +7
This systematic review examines how ESG criteria and green economy transitions drive SDG acceleration in emerging markets. Synthesizing 11 studies, it identifies six key mechanisms: (1) green finance and renewable energy improving human dev…
PreprintResearch Square2026#AI × ESGDOI
Enhancing Solar Power Forecasting Accuracy Using HMPCS and Machine Learning Techniques: An Applied Study
Abdul-Hussein Aziz A, Abbas IT
This study proposes a hybrid HMPCS algorithm combined with ML models (LSTM, LightGBM) to improve solar power forecasting accuracy. Experiments show the HMPCS-optimized LSTM achieves RMSE 0.139 and R² 0.93, reducing error by 23% over baselin…
PreprintResearch Square2026#Renewable EnergyDOI
Genetic Algorithm–Optimized Active Disturbance Rejection Control for Robust Voltage Regulation in Standalone DFIG-Based Wind Energy Systems with Battery Storage: Real-Time Experimental Implementation
Mrabet N, Chakib M, Benzazah C +1
This paper proposes a genetic algorithm-optimized active disturbance rejection controller for voltage regulation in standalone DFIG wind energy systems with battery storage. A battery management algorithm maintains state of charge. Simulati…
Preprint🇪🇺 EuropeResearch Square2026#Renewable EnergyDOI
A Systematic Review of the Economic Feasibility of Implementing Renewable Energy Systems in European Buildings
Darabi A, Shamsi S
This systematic review compares economic feasibility of renewable energy in European buildings by technology, region, and policy. Solar PV shows high residential IRR (>15%), while heat pump efficiency varies greatly by climate. Hybrid polic…
Preprint🌍 GlobalResearch Square2026#PolicyDOI
Decoupling Economic Growth from Environmental Degradation in Developing Countries: A Systematic Review of Policy Effectiveness
Putri FS, Amalia VM, Tuanaya DAC +8
This systematic review synthesizes 23 empirical studies on decoupling policies in developing countries. Carbon taxes and environmental taxes reduce CO₂ emissions by 0.112-0.140 percentage points. Green finance and renewable energy show sign…
PreprintResearch Square2026#Transition FinanceDOI
Institutionally conditioned green bond architecture: A framework for cotton processing in Uzbekistan
Khaydarov NK
This paper develops the ICGBA conceptual model for green bonds in Uzbekistan's cotton processing. Using AHP/BWM, it prioritizes eligible expenditure categories (water efficiency 0.42, energy efficiency/renewables 0.37, certification 0.21) a…
PreprintResearch Square2026#Scope 3DOI
Eco-ITAD: A Real-Time Automated Hardware Diagnostics and Scope 3 ESG Compliance Framework for Sustainable E-Waste Management
Islam MS, Sarkar J
This paper proposes Eco-ITAD, an automated system for hardware diagnostics that translates metrics like CPU utilization and drive wear into Scope 3 carbon avoidance using UK DEFRA guidelines. It integrates data sanitization and PDF report g…
PreprintResearch Square2026#AI × ESGDOI
Validation Rigor Determines Apparent Predictive Skill of UAV-LiDAR Carbon Models: A Cautionary Case Study in a Heterogeneous Tropical Savanna
Louzada RO, Silva RHd, Correia SAC +6
This study demonstrates that ignoring spatial autocorrelation in validation inflates apparent accuracy of UAV-LiDAR and machine-learning carbon stock models. Testing 98 scenario-response combinations in a Brazilian savanna, single-partition…
Preprint🇪🇺 EuropeZenodo2026#Renewable EnergyDOI
Development of Floating Solar Photovoltaics in Greece. A PESTEL Analysis
Vourdoubas John
Floating solar photovoltaics (FPV) is an emerging technology installed on water bodies, not yet deployed in Greece. This study applies a PESTEL analysis to assess the political, economic, social, technological, environmental, and legal fact…
Preprint🌍 GlobalZenodo2026#GreenwashingDOI
DIVULGAÇÃO DE INFORMAÇÕES ESG E GREENWASHING: O PAPEL DO AUDITOR NA GARANTIA DA CONFIABILIDADE DE DADOS NÃO FINANCEIROS
DA SILVA, Ana Paula Felismino
This paper examines the role of auditors in ensuring the reliability of ESG information and reducing greenwashing risks. Through a literature review and analysis of standards (ISSB, IAASB, GRI, etc.), it discusses audit procedures, internal…
DatasetZenodo2026#AI × ESGDOI
PEMANFAATAN GENERATIVE DESIGN DALAM OPTIMASI KINERJA ENERGI BANGUNAN
Suryawinata, Bonny, Darmadi, Herru, Mansuan, Melki
This systematic literature review (47 papers, 2019-2025) examines generative design (GD) for optimizing building energy, daylighting, and thermal comfort. Rhino/Grasshopper with multi-objective genetic algorithms dominate (87.2%), while gen…
🌍 GlobalDatasetZenodo2026#Carbon PricingDOI
CCTS-745: A National Standardized Facility-Level Dataset for India's Carbon Credit Trading Scheme (CCTS)
Hiremath, Prakul
This paper presents CCTS-745, the first standardized facility-level research dataset for India's Carbon Credit Trading Scheme (CCTS), consolidating 745 facilities across 9 sectors from official notifications. It includes baseline emissions,…
Preprint🌍 GlobalZenodo2026#Energy TransitionDOI
The Growth-Emissions Paradox: Assessing the Offset of Climate Mitigation by Economic Expansion in Ethiopia
Belay Sitotaw Goshu, Muhammad Ridwan
This study assesses Ethiopia's climate mitigation under the CRGE framework (2010-2023). Renewables (mainly hydropower) and afforestation achieved 34,006 tCO₂ reductions, but GDP growth drove emissions up 196%. Decoupling analysis shows full…
PreprintarXiv2026#AI × ESG
Emission-Forecasting-Based Spatial-Temporal Carbon Response: A Multi-Agent Attention-Enhanced Deep Learning Framework
Feiyu Cai, Jing Qiu, Yi Yang +4
This paper proposes a proactive spatial-temporal carbon response framework combining deep learning and LLM-based multi-agent systems to accurately forecast day-ahead nodal carbon intensity (NCI). It integrates geographically dispatchable lo…
🇨🇳 ChinaDatasetScience Data Bank2026#HydrogenDOI
Dataset of Molten Metal-Catalyzed Methane Pyrolysis for Hydrogen Production under Different Operating Conditions
Zhong Lei, Wang Xiaobo
This dataset records experimental results on molten metal-catalyzed methane pyrolysis for hydrogen production, including key performance indicators under various operating conditions. It helps analyze effects of temperature, flow rate, and …
🇨🇳 ChinaDatasetScience Data Bank2026#Energy TransitionDOI
Intelligent Energy Management in Electricity–Hydrogen–Thermal Integrated Systems via Reward-driven Adaptive Reinforcement Learning
Chenyu Wang
This study proposes an intelligent energy management method for electricity-hydrogen-thermal integrated systems using reward-driven adaptive reinforcement learning. It contributes to optimizing system efficiency and decarbonization.