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-reviewedJournalJournal of International Logistics and Trade2026#Climate RiskDOI
Mitigation or adaptation? Unveiling the temporal scenario-based priorities of port climate resilience strategies using fuzzy Dombi-Bonferroni best-worst method
Qian Fu, Sang Yoon Lee
This study prioritizes Port Climate Resilience Strategies (PCRSs) by integrating a time-horizon perspective, using the Fuzzy Dombi-Bonferroni Best-Worst Method with nine Korean maritime experts. Results show a preference for mitigation over…
Peer-reviewed🇨🇳 ChinaJournalWater Resources Research2026#Climate RiskDOI
Disentangling the Regional and Contextual Dependencies of Climate Effects on Global Maize Yield
Yunmeng Zhao, Chiyuan Miao
This study uses random forests and SHAP to analyze the impact of climate variability on global maize yield from 1982-2016. Climate variability explains 23-45% of yield variability across climate zones, increasingly offsetting technological …
Peer-reviewedJournalSmart and Sustainable Built Environment2026#Climate RiskDOI
Climate-triggered land transition and sustainable district planning: GIS-based allocation for housing, renewable energy and open space
Shabtai Isaac, Tal Svoray, Boaz Fux +1
This study presents a GIS-based workflow that uses climate-driven agricultural threshold crossing as a trigger for district-scale planning of housing, solar PV, and open space. Scenario analysis shows that PV allocation depends strongly on …
🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#Climate RiskDOI
Global Warming Levels: Bringing Global Warming Levels into Regional Climate Planning for the Energy Sector
Will Krantz, Jacola Roman, Victoria L. Ford +5
This paper discusses the importance of the Global Warming Level (GWL) framework in regional climate planning, mitigating uncertainties from the CMIP5 to CMIP6 transition. Using Cal-Adapt as an example, it shows how GWL enables scenario-agno…
Preprint2026#Climate RiskDOI
Economic Gauge Theory: Stock-Flow Consistency, Thermodynamic Constraints, and Climate Risk on the Pacioli Manifold
Buckley, Ian R. C.
This paper proposes Economic Gauge Theory (EGT), a geometric framework integrating climate risk and carbon pricing on the Pacioli manifold based on double-entry bookkeeping. It treats environmental externalities as curvature and formulates …
Peer-reviewed🌍 GlobalJournalPLoS ONE2026#Climate RiskDOI
Beyond the 1.5°C planetary boundary: AI-forecast of Global Disease Burden and Health inequities
Hanif Abdul Rahman, Hein Minn Tun
This study uses AI (Random Forest, XGBoost, SHAP) to quantify global disease burden under climate warming scenarios of 1.5°C, 2.0°C, and 2.5°C. Heat-related deaths and cardiovascular disease burden escalate exponentially with warming, dispr…
Peer-reviewedCNJournalFrontiers in Environmental Science2026#Climate RiskDOI
Quantifying climatic drivers and identifying spatial risks of vegetation carbon sink instability: a case study of central–western Inner Mongolia
Yang Liu, Pai Wen, Ailian Wang
This study assesses vegetation carbon sink stability in central-western Inner Mongolia using time-series analysis, XGBoost-SHAP, and MaxEnt modeling. From 2014-2023, NEP showed a slight upward trend with ~25,500 km2 switching between sink a…
Peer-reviewedJournalScientific Reports2026#Climate RiskDOI
Urban green spaces as nature-based solutions for carbon storage and human thermal comfort: evidence from Jimma City, Ethiopia
Biratu Bobo Merga, Kenate Worku Tabor
This study assesses urban green spaces in Jimma City, Ethiopia, for carbon storage and thermal comfort using a locally calibrated Urban Green Space Condition Index (UGSCI) from Landsat 8 imagery. Only 18% of the area has good green space co…
Peer-reviewed🌍 GlobalJournalnpj Clean Water2026#Climate RiskDOI
Sector-specific clean water scarcity and competition under global change
Gabriel A. Cárdenas Belleza, L. P. H. Rens van Beek, Marc F. P. Bierkens +2
This study uses a global modeling framework to assess future cross-sectoral clean water gaps, considering both water quantity and quality under climate change. Results show that by 2100, nearly 67% of the world's population will face severe…
Peer-reviewedCNJournalPLoS ONE2026#Climate RiskDOI
Disaster mechanisms and hazard assessment of rapid and steep-gully debris flows based on FLO-2D simulation.
Hai-Wei Du, Runsen Lai, Jianhua Zhu
This study integrates field surveys, lab tests, and FLO-2D modeling to analyze debris flow mechanisms and hazard zonation in a steep gully in the North Tianshan Mountains. The model was validated against a 2024 event with 89.01% accuracy fo…
Peer-reviewedJournal2026#Climate RiskDOI
Evaluating Nature-Based Solutions Implementation Factors in Urban Green Infrastructure Using SWARA in Fermatean Fuzzy Environment
Mouhamed Bayane Bouraima
This study evaluates factors affecting the implementation of Nature-Based Solutions (NBS) in urban green infrastructure using a Fermatean fuzzy SWARA method. Based on expert assessments, integrated governance strategies and financial resour…
Peer-reviewed🇨🇳 ChinaJournalJournal of Cleaner Production2026#Climate RiskDOI
Global perspectives on the curricular integration of nature-based solutions in hydrology and water resources management education
Mark Bryan Alivio, Kristina Potočki, Pavel Raška +30
This study surveyed 25 countries across 8 regions to assess the integration of Nature-based Solutions (NbS) in university curricula for water resources management and hydrology. Findings show NbS are predominantly embedded in engineering an…
Peer-reviewedJournalAgEcon Search (University of Minnesota, USA)2026#Climate RiskDOI
Climate Change, Global Uncertainty, and Operational Costs: Evidence from Indonesian SMEs
Syaiful Hasani, Danardana Murwani, Sopiah +2
This study analyzes survey data from 270 Indonesian garment SMEs using PLS-SEM. Climate change directly increases operational costs and stimulates digital technology adoption and digital financial literacy, which in turn raise short-term co…
Peer-reviewed🇺🇸 USAJournalEarth s Future2026#Climate RiskDOI
Extreme Heat and Rainfall Risk Attributed to Cumulative CO 2 Emissions From Fossil Fuel Producers
Christopher W. Callahan
This study leverages the proportionality between cumulative CO2 emissions and global warming to develop statistical models that attribute extreme climate risk to individual emitters. Results show US emissions increased extreme heat risk by …
Peer-reviewedJournalJournal of Risk and Financial Management2026#Climate RiskDOI
Climate Risk, Corporate Sustainability, and Firm Performance: An Integrated Bibliometric and Systematic Review
A. Akanksha, Thirupathi Manickam
This study synthesizes 643 peer-reviewed articles (1993-2025) via bibliometric analysis and systematic review, revealing a shift from environmental measurement to climate-risk management, carbon disclosure, and sustainable finance. Financia…
Peer-reviewed🇺🇸 USAJournalCommunications Earth & Environment2026#Climate RiskDOI
Carbon emissions exacerbating the Western US water crisis
Emily Williams, John T. Abatzoglou, Carly Phillips +6
This study quantifies the contribution of Carbon Majors to water resource changes in the western US, attributing roughly half of climate-driven supply decreases and demand increases to these entities, and about one-third of observed groundw…
Peer-reviewed🇺🇸 USAJournalJournal of Waterway Port Coastal and Ocean Engineering2026#Climate RiskDOI
Delft3D Model of Nature-Based Solutions: Comparing a Sand Engine, Living Shoreline, and Reef at Sand Point and Keller Bay, Texas
Rusty A. Feagin, Nail Beisekenov, Tim Osting +3
This study compares four nature-based solutions (NbS) for shoreline protection in a shallow Texas bay using a Delft3D-FM model validated with field data. Living shorelines provide immediate wave and current reduction, while a sand engine of…
PreprintResearch Square2026#Climate RiskDOI
A construction sector environmental climate change risk management system to achieve sustainable development goals
Kemala Hayati, Nurunnashiha Nurunnashiha, Aryana Rachmad Sulistya +3
This paper proposes a climate change risk management system for the construction sector to support the achievement of Sustainable Development Goals (SDGs). It focuses on the Indonesian construction industry, integrating environmental risk a…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Climate RiskDOI
Climate Policy Uncertainty and Transition Risk in High-Carbon Industries: Evidence from China
Cunpu Li, Chenbo Liu, Pu Wang
This study constructs a firm-specific climate policy uncertainty exposure by integrating China's aggregate index with annual report text. Using panel data of A-share listed firms (2010-2023) and partial-linear double/debiased machine learni…
Peer-reviewed🇨🇳 ChinaJournalSustainable Cities and Society2026#Climate RiskDOI
Assessing Roof Retrofit Cooling Potential under Synergistic Climate–Urbanization Impacts in Wuhan: An Integrated WRF-Based Framework Using PLUS-Predicted LCZs
Xilin Zhou, Shuangjiang Peng, Zhengyuan XU +1
This study proposes an integrated WRF-based framework using PLUS-predicted Local Climate Zones to assess roof retrofit cooling potential in Wuhan under synergistic climate and urbanization impacts. It offers insights for urban heat island m…
