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.
Preprint🇨🇳 China2023#Energy Efficiency
Material Flow–Based Study of Household Energy Consumption in Urban Communities on the Qinghai Plateau
Jiang Lu^1,2^, Liu Yanjuan^1^, Shi Xiaonan^3^, Ding Bowenpeng^4^, Chen Hongyu^1^
Using 2021 field survey data and ordinary least squares regression, this study analyzes household energy consumption in Xining, a plateau city critical to China's ecological security. It finds households are a major contributor to energy-re…
Preprint🇨🇳 China2023#Climate Finance
E Rating and Carbon Risk Premium: Evidence from the Chinese Stock Market
Shao Zhenghan
This paper measures carbon risk using E ratings of Chinese A-share firms from 2009 to 2020, and demonstrates a reversal in the sign of the carbon premium during 2015-2016. Using simulated portfolios and firm-characteristic regressions, it f…
Preprint🇨🇳 China2023#Energy Transition
Irreversibility Evaluation Method for Cross-Seasonal Heat Storage Systems and Analysis of Cold-Hot Mixing Phenomenon in Thermal Storage Reservoirs
Xu Tianhao
This paper proposes an irreversibility evaluation method for cross-seasonal heat storage systems and analyzes the cold-hot mixing phenomenon in thermal storage reservoirs. It addresses the mismatch between supply and demand of zero-carbon t…
Preprint🇨🇳 China2024#Energy Transition
Postprint: Study on Characteristics of Xinjiang's Water-Energy-Carbon Coupled System Based on Ecological Network Analysis
Wang Zhiqiang
This study examines Xinjiang's water-energy-carbon coupled system using environmental input-output and ecological network analysis on 2007/2012/2017 input-output tables. It quantifies linkage effects and ecological pressure transmission amo…
Preprint🇨🇳 China2024#Carbon Accounting
Comprehensive Measurement of Carbon Emission Efficiency of Tourism in the Yellow River Basin and Analysis of Influencing Factors
Comprehensive Measurement of Carbon Emission Efficiency of Tourism in the Yellow River Basin and Analysis of Influencing Factors: Postprint
Du Yaming
Using panel data from nine provinces in the Yellow River Basin (2000-2019) and a Super-SBM model, this study measures tourism carbon emission efficiency from static and dynamic perspectives, revealing spatiotemporal evolution and analyzing …
Preprint🇨🇳 China2024#AI × ESG
New Applications of Smart Meters in Carbon Emissions Trading and Energy Conservation and Carbon Emission Reduction Activities
ZHANG Chunhui^1^ ZHANG Zhen^2^
This paper examines the power generation sector, the first to launch domestic carbon emissions trading. It presents management measures and implementation schemes for emissions trading, highlighting the role of smart meters in emissions acc…
Preprint🇨🇳 China2024#Carbon Accounting
On the Origin of Carbon Emission Factors for Electric Carbon Meters and an Assessment of Their Accuracy
ZHANG Chunhui<sup>1</sup> ZHANG Zhen<sup>2</sup>
This paper examines the origin and accuracy of carbon emission factors used in electric carbon meters. By comparing literature sources, it raises critical questions about the reliability of these factors and their application in carbon acco…
Preprint🇨🇳 China2024#Climate Science
Spatiotemporal Variation and Multi-Scenario Simulation of Terrestrial Ecosystem Carbon Storage in the Turpan-Hami Basin Using the PLUS-InVEST Model: A Postprint
Han Chuqiao
This study analyzes land cover changes and their impacts on terrestrial carbon storage in the Turpan-Hami Basin, China, using the PLUS-InVEST model. It simulates future carbon storage under multiple scenarios, offering insights for carbon n…
Preprint🇨🇳 China2024#Carbon Accounting
Environmental Protection and Ecological Restoration
Niu Zhenchuan, Wang Peng, Wu Shugang +1
China's dual-carbon targets demand accurate CO2 emission data. This paper discusses combining atmospheric CO2 observations with modeling for emissions verification, following IPCC recommendations, to support carbon neutrality goals and inte…
Preprint🇨🇳 China2024#EV & Transport
Electric vehicles contribute to China’s energy security and carbon peaking and carbon neutrality.
Citation format: Guo Jianfeng, Zhang Xuemei, Cao Qi, et al. Electric vehicles contribute to China’s energy security and carbon peaking and carbon neutrality. *Bulletin of Chinese Academy of Sciences*, 2024, 39(2): 397–407, doi: 10.16418/j.issn.1000-3045.20230306001. (in Chinese)
Guo Jianfeng**<sup>1,2</sup> **Zhang Xuemei**<sup>1,2</sup> **Cao Qi**<sup>1,3</sup> **Gu Fu**<sup>4,5*</sup>
This paper analyzes the contribution of electric vehicles (EVs) to China's energy security and its dual carbon goals (carbon peak and carbon neutrality). Against a complex international backdrop, it argues that while energy security underpi…
Preprint🇨🇳 China2024#Policy
Strategy & Policy Decision Research
Gu Baihe^1,2^ Yu Donghui^1,2^ Wang Can^3^ Wang Yi^1,2*^
This paper studies strategy and policy decisions for achieving carbon peaking and carbon neutrality in China. It proposes a systematic roadmap for the dual-carbon transformation integrating objectives, technology, capital, and policy. It id…
Preprint🇨🇳 China2024#AI × ESG
Policy & Management Research
Wei Yigang, Shi Jiawei, Xu Guannan
This study analyzes 1,743 low-carbon policies issued in China from 2000 to 2021 using text mining and policy econometrics within a framework of 'policy objectives—policy themes—policy fluctuations.' It systematically reviews the development…
Preprint🇨🇳 China2025#Carbon Accounting
Evolution of the Spatial Network Structure of Indirect Carbon Emissions from Chinese Household Consumption: A Postprint Based on Social Network Analysis
Fu Wei, Gong Haixiu, Chen Jiancheng
This study calculates indirect carbon emissions from household consumption in China and applies social network analysis to examine the spatial correlation network structure, identifying clustering patterns and interregional linkages from 20…
Preprint🇨🇳 China2025#Carbon Accounting
Spatiotemporal Evolution Characteristics of Carbon Source/Sink Effects from Cropland Use in Xinjiang and Their Contributing Factors
Lü Ning, Mandarin, Peng Qin +5
This study assesses carbon emissions, absorption, and net sinks from cropland use in Xinjiang from 1991 to 2021, analyzing spatiotemporal dynamics and contributing factors. The findings reveal regional carbon sequestration potentials, offer…
Preprint🇨🇳 China2025#Hydrogen
Impact of Hydrogen Storage Tanks and Environmental Conditions on the Safety of Nuclear Hydrogen Production Systems
Gao Qunxiang, Zhang Zixuan, Lin Xiangdong +4
This study analyzes hydrogen leakage and diffusion behavior in nuclear hydrogen production systems using ultra-high temperature gas-cooled reactors, focusing on how hydrogen storage tank placement and environmental conditions affect safety …
Preprint🇨🇳 China2025#Energy Transition
The Impact of Urban Compactness on Carbon Emission Performance in the Yellow River Basin
Cheng Lanhua<sup>1</sup>, Yang Xianming<sup>1,2</sup>, Wu Xinyan<sup>3</sup>
Using 77 prefecture-level cities in the Yellow River Basin, this study evaluates urban compactness through a multi-dimensional index and analyzes its impact on carbon emission performance using entropy weighting, kernel density estimation, …
Preprint🇨🇳 China2025#Carbon Accounting
Spatiotemporal Variation Characteristics and Influencing Factors of Agricultural Carbon Emissions in Gansu Province
Ma Haiqing**^1^, **Chen Qiangqiang**^1,2^
This paper estimates agricultural carbon emissions in Gansu Province (2014–2022) and analyzes their spatiotemporal variation using Moran's I. It identifies key influencing factors, providing evidence for targeted agricultural carbon reducti…
Preprint🇨🇳 China2025#Energy Transition
Numerical Simulation of Pressure Boundary Failure Accident in Lead-Bismuth Eutectic-Supercritical Carbon Dioxide Printed Circuit Heat Exchangers
Huang, Mr. Xi, Lixiang Zhang, Huang, Mr. Yuxin +3
This study numerically simulates the pressure boundary failure accident of a printed circuit heat exchanger (PCHE) connecting a lead-cooled fast reactor and a supercritical CO2 Brayton cycle, focusing on the large pressure difference betwee…
Preprint🇨🇳 China2025#Policy
Coupling Interaction between New-Type Urbanization and Low-Carbon Development in the Ningxia Yellow River Basin Urban Agglomeration
Zhou Tao<sup>1</sup>, Wang Yaping<sup>1</sup>, Liu Xiaopeng<sup>2,3</sup>
This study examines the coupling and interaction between new-type urbanization and low-carbon development using panel data (2012–2022) for the Ningxia Yellow River urban agglomeration. Applying a modified coupling coordination model, PVAR, …
Preprint🇨🇳 China2016#blue_carbon
Carbon Cycle and Blue Carbon Potential in China's Coastal Zone and Offshore Waters: Postprint
Wang Xiujun, Haibo Zhang, Han Guangxuan
This study evaluates carbon cycling and blue carbon sink potential in China's coastal and offshore waters, highlighting how natural and anthropogenic stressors create complexity and uncertainty in carbon source-sink dynamics. It provides im…