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🇪🇺 EuropeJournalClimate Law2026#PolicyDOI
Climate Change Mitigation Obligations in the Paris Agreement
Christina Voigt
The paper argues that the Paris Agreement imposes binding legal obligations, not voluntary bottom-up pledges. Article 2.1(a)'s temperature goal functions as a legal standard, requiring parties to prepare, communicate and maintain NDCs with …
Peer-reviewed🇯🇵 JapanJournalOpen Collections2026#PolicyDOI
Exploring actor beliefs and strategies in climate policy for beef cattle in Canada, a nascent policy subsystem
Charly Phillips
A qualitative content analysis of Canadian parliamentary committee documents applies the advocacy coalition framework to beef cattle climate policy. Agribusiness groups framed beef as part of the solution and contained conflict, while other…
Peer-reviewed🇯🇵 JapanJournalFrontiers in Education2026#PolicyDOI
Climate change education in Thailand: from curriculum presence to system coherence and climate-smart schools
Fernando Reimers, Jomphong Mongkhonvanit
Thailand's climate change education (CCE) has policy entry points but fragmented implementation, weak teacher training, and climate hazards disrupting schooling. A 2025 survey of 329 schools found all had faced extreme weather in three year…
Preprint🌍 GlobalZenodo2026#PolicyDOI
From Model to Scenario Engine: A Reproducible ABM for UK Net Zero Analysis
Alves, Marcela, Palola, Pirta, Bailey, Emma +3
This talk shares software-engineering work transforming a baseline macroeconomic ABM into a scenario engine for comparing UK Net Zero policy interventions. It combines economic shocks, a UK-specific data pipeline, Monte Carlo simulation, re…
Peer-reviewedCNJournalApplied Artificial Intelligence Research2026#PolicyDOI
Can Public Health Policies Drive Carbon Reduction? — Forecasting China's Carbon Emissions and Attribution of Policy Contributions Based on SHAP-BiLSTM
Haoyu Cheng, Yuanfang Du
This study proposes a SHAP-BiLSTM approach to forecast China's daily carbon emissions (2,466 observations, Jan 2019–Sep 2025) and quantify policy contributions. BiLSTM outperformed comparison models, showing that excessive algorithmic stack…
Peer-reviewedCNJournalSustainable Development2026#PolicyDOI
Policy Coordination for Sustainable Development: Evidence From Low‐Carbon Energy Transitions
Yugang He
Using panel data for 30 Chinese provinces (2004–2023), this study tests whether formal adoption of circular economy, energy conservation, and resource-utilization policies is associated with lower CO2 emissions. Two-way fixed effects with F…
Preprint🌍 Global2026#PolicyDOI
Climate policy is domestic politics: Mechanisms shaping the political feasibility of mitigation
E. Keith Smith, Christina Eder, Sarah Gomm +2
The Paris Agreement shifted mitigation's core challenge from international burden-sharing to domestic politics. This review examines political feasibility across four dimensions: stakeholder interests, public opinion and norms, political-ec…
Peer-reviewed🇪🇺 EuropeJournalUNC Libraries2026#PolicyDOI
Compromise over Commitment: An Evaluation of the Impact of Intra-Coalition Dynamics on German Energy and Climate Policy During the Schröder and Scholz Governments
Samuel Sjöberg
This paper examines how intra-coalition bargaining shaped German climate and energy policy under the Schröder (1998-2005) and Scholz (2021-2025) governments, both including the Green Party. Combining Veto-Player Theory and the Coalition Com…
Peer-reviewed🇯🇵 JapanJournalEPRA International Journal of Climate and Resource Economic Review2026#PolicyDOI
ASSESSING INDIA’S PROGRESS TOWARDS SDG 13 (CLIMATE ACTION): EVIDENCE FROM THE NATIONAL INDICATOR FRAMEWORK
Manjunatha Swamy K P, Manoj Dolli
Using India's MoSPI SDG National Indicator Framework Progress Report 2026, this study assesses seven SDG 13 indicators covering disaster resilience, risk reduction, climate policy integration, emission-intensity reduction, industrial enviro…
Peer-reviewedJournalInternational journal of social inquiry2026#PolicyDOI
Agriculture in Türkiye's 2024–2030 Climate Change Policies: Ecological Modernization or Ecological Transformation?
Buşra Korkmaz, Yasemin Kaya
This study examines the bidirectional relationship between climate change and agriculture, analyzing Türkiye's climate policies to determine whether they envision ecological modernization or transformation for the agricultural sector. Using…
Peer-reviewed🇨🇳 ChinaJournalNature Communications2026#PolicyDOI
The Hidden Health and Climate Burden of Black Carbon under China’s Dual Carbon Strategy
Haoran Xu, Wenxiao Zhang, Shuxiu Zheng +9
This study reassesses the health and climate impacts of black carbon (BC) in China under the Dual Carbon strategy using a localized inventory and revised health risk function. It finds over 540,000 premature deaths attributable to BC in 201…
Peer-reviewed🇨🇳 ChinaJournalEconomic Change and Restructuring2026#PolicyDOI
Effect of low-carbon policy on cross-regional investment: An inverse U-shape linkage from an emerging economy
Shenglin Ma, Jian Hu, Hongjun Zeng +1
This paper examines the relationship between low-carbon policies and cross-regional investment in an emerging economy, finding an inverse U-shaped linkage. Moderate policy stringency promotes investment, while excessive regulation may deter…
Peer-reviewedJournalResults in Engineering2026#PolicyDOI
Resource Governance and Low-Carbon Transition in Externally-Constrained Economies: Quantitative Evidence on the Policy–Performance Gap from Iran's Mining Sector
Hamid Sarkheil, Taha Salahjou, Emad Karimkhani
This paper quantitatively examines the policy-performance gap in resource governance and low-carbon transition in Iran's mining sector, an externally-constrained economy. It provides empirical evidence on how policy intentions diverge from …
Peer-reviewed🇪🇺 EuropeJournalManagement Decision2026#PolicyDOI
Carbon neutrality targets and optimal policy: a multicriteria analysis
Simone Marsiglio, Fabio Privileggi
This study analyzes the interaction between public policy and individual behavior using a dynamic model to identify optimal subsidy structures for achieving carbon neutrality. It finds that complete neutrality is not optimal; a controlled d…
Preprint🇪🇺 EuropeResearch Square2026#PolicyDOI
Methanol shipping compliance under FuelEU Maritime and EU ETS
Makridis G, Separdani MM
This paper evaluates methanol's decarbonization value under IMO CII, FuelEU Maritime, and EU ETS regulatory accounting frameworks. Analyzing 2024 THETIS-MRV data, it finds fossil methanol is costlier and more carbon-intensive than VLSFO and…
Preprint🌍 GlobalEarthArXiv2026#PolicyDOI
Biodiversity conservation policies alter the solution space of climate mitigation scenarios
Steinhauser, Jan, Riahi, Keywan, Sengupta, Sreyam +9
This study uses an integrated modeling framework to explore synergies and trade-offs between biodiversity conservation and climate mitigation. It finds that sustainable bioenergy potential compatible with ambitious biodiversity targets is b…
Peer-reviewedJournalJurnal IUS Kajian Hukum dan Keadilan2026#PolicyDOI
Hospital Decarbonization : International Climate Obligations and Implementation in Indonesia
Kana Purwadi, Ade Maman Suherman, Sulistyadari Sulistyadari +2
This paper analyzes gaps between international climate obligations and Indonesia's legal framework for hospital decarbonization, proposing an integrative governance design and a 2025-2045 roadmap. It emphasizes MRV, carbon economic instrume…
Peer-reviewedJournalNature Food2026#PolicyDOI
Green innovations are the best policy option for reducing greenhouse gas emissions from agrifood systems
Vos R.
This paper argues that green innovations are the most effective policy option for reducing greenhouse gas emissions from agrifood systems. Specific methods and findings are unclear, but it offers implications for agricultural decarbonizatio…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#PolicyDOI
Significant Near-Term Inequity under China’s 2035 NDC due to a Time Lag in Mitigation Effects across Regions
Zeyuan Liu, Yihao Wang, Jinchi Dong +2
This study evaluates China's 2035 NDC impacts on climate and air quality co-benefits using an integrated model, finding a net benefit increase of $1.5 trillion over 2025-2060. However, near-term climate benefits decline in underdeveloped re…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Technology & Innovation2026#PolicyDOI
Does bioenergy innovation strengthen the effectiveness of nationally determined contributions in mitigating CO₂ emissions? Evidence from developed and developing countries
Sadia Tariq, Sarah Amir, Shoukat Iqbal Khattak +1
Using panel data from 49 countries (2000-2023), this study simultaneously estimates bioenergy patents and CO2 emissions. NDCs spur bioenergy patenting in developing countries but have negative effects in developed ones. Contrary to EKC, emi…