Research graph
References from A Catalyst for Emissions Reduction or a Barrier to Carbon Mitigation? The Impact of New-Type Infrastructure on Carbon Emissions in China. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
External reference
Digital economics
10.1257/jel.20171452 · 2019 · External reference
Beyond computation: Information technology, organizational transformation and business performance
10.1257/jep.14.4.23 · 2000 · External reference
Recalibrating global data center energy-use estimates
10.1126/science.aba3758 · 2020 · External reference
The energy rebound effect of digital development: Evidence from 285 cities in China
10.1016/j.energy.2023.126837 · 2023 · External reference
Digitalization as a trigger for a rebound effect of electricity use
10.1016/j.energy.2024.131585 · 2024 · External reference
10.3389/fenvs.2025.1510118
10.3389/fenvs.2025.1510118 · External reference
Research on the impact of digital infrastructure construction on enterprise carbon emissions
10.1038/s41598-025-15091-9 · 2025 · External reference
Information and communication technology, upgrading of industrial structure and spatial spillover effect
10.1038/s41598-025-02957-1 · 2025 · External reference
Broadband infrastructure and economic growth
10.1111/j.1468-0297.2011.02420.x · 2011 · External reference
ICT and economic growth—Comparing developing, emerging and developed countries
10.1016/j.worlddev.2017.11.024 · 2018 · External reference
Infrastructure, information & communication technology and firms’ productive performance of the Indian manufacturing
10.1016/j.jpolmod.2016.02.013 · 2016 · External reference
Telecommunications infrastructure and economic development: A simultaneous approach
10.1257/aer.91.4.909 · 2001 · External reference
Broadband infrastructure and urban carbon emissions: Quasi-experimental evidence from China
10.1016/j.uclim.2024.101863 · 2024 · External reference
10.3390/su152416842
10.3390/su152416842 · External reference
10.3389/fenvs.2024.1432534
10.3389/fenvs.2024.1432534 · External reference
Measurement and coupling mechanism of the coupling and coordinated development of new infrastructure construction and strategic emerging industries
2021 · External reference
Does new-type infrastructure improve total factor carbon productivity? Experimental evidence from China
10.1016/j.jclepro.2024.142620 · 2024 · External reference
Measurement and spatial-temporal pattern evolution of the coupling and coordination level between new infrastructure investment and technological innovation capability
2023 · External reference
High-speed rail, technological improvement, and carbon emission efficiency
10.1016/j.trd.2025.104685 · 2025 · External reference
Does the development of high-speed rail benefit carbon emissions reduction?
10.1016/j.tranpol.2025.07.039 · 2025 · External reference
Study on the impact of population migration on transport carbon emissions
10.1016/j.tranpol.2025.103957 · 2026 · External reference
Do technological innovations and financial development improve environmental quality in Egypt?
10.1007/s11356-019-07585-7 · 2020 · External reference
10.3390/en17215274
10.3390/en17215274 · External reference
Impacts of urbanization on carbon emissions: An empirical analysis from OECD countries
10.1016/j.enpol.2021.112171 · 2021 · External reference
The impact of environmental regulation on carbon emissions: Evidence from China
10.1016/j.eap.2023.09.032 · 2023 · External reference
Research on the impact of enterprise digital transformation on carbon emissions in the manufacturing industry
10.1016/j.iref.2024.02.009 · 2024 · External reference
Carbon emissions forecasting based on a new hybrid model under carbon reduction target: A case study of eastern region in China
10.1016/j.jclepro.2025.144957 · 2025 · External reference
Can China achieve its 2030 carbon emissions commitment? Scenario analysis based on an improved general regression neural network
10.1016/j.jclepro.2019.118558 · 2020 · External reference
Random Forests
10.1023/a:1010933404324 · 2001 · External reference
A graph-factor-based random forest model for assessing and predicting carbon emission patterns—Pearl River Delta urban agglomeration
10.1016/j.jclepro.2024.143220 · 2024 · External reference
Support-vector networks
10.1023/a:1022627411411 · 1995 · External reference
A data decomposition and end-to-end optimization-based monthly carbon emission intensity of electricity forecasting method
10.1155/etep/9159507 · 2025 · External reference
A building carbon emission prediction model by PSO-SVR method under multi-criteria evaluation
2021 · External reference
Scenario analysis in environmental impact assessment: Improving explorations of the future
10.1016/j.eiar.2006.11.001 · 2007 · External reference
Scenario analysis under climate extreme of carbon peaking and neutrality in China: A hybrid interpretable machine learning model prediction
10.1016/j.jclepro.2025.145086 · 2025 · External reference
Environmental Kuznets curve hypothesis: A survey
10.1016/j.ecolecon.2004.02.011 · 2004 · External reference
10.3386/w3914
10.3386/w3914 · External reference
Economic growth, carrying capacity, and the environment
10.1016/0921-8009(95)00059-3 · 1995 · External reference
Powering green digitalization: Evidence from 5G network infrastructure in China
10.1016/j.resconrec.2022.106286 · 2022 · External reference
Designing and regulating clean energy data centres
10.1038/s44359-025-00062-0 · 2025 · External reference
The impact of digital economy on energy rebound effect in China: A stochastic energy demand frontier approach
10.1016/j.enpol.2024.114418 · 2025 · External reference
Can digital infrastructure improve corporate productivity? Evidence from a quasi-natural experiment in China
10.1016/j.eap.2025.02.030 · 2025 · External reference
The digital path to carbon neutrality: Examining the carbon abatement effect of digital place-based policy in China
10.1016/j.eneco.2025.108537 · 2025 · External reference
The impact of digital infrastructure on the geographical supply chain layout of firms—Evidence from Chinese microdata
10.1016/j.chieco.2024.102249 · 2024 · External reference
Sustainable digital infrastructure and firm-level energy consumption: Evidence from China’s manufacturing sector
10.1016/j.energy.2026.141277 · 2026 · External reference
New infrastructure, optimization of resource allocation and upgrading of industrial structure
10.1016/j.frl.2023.103754 · 2023 · External reference
10.3390/buildings13102580
10.3390/buildings13102580 · External reference
Asymmetric effects of industrial structure rationalization on carbon emissions: Evidence from thirty Chinese provinces
10.1016/j.jclepro.2023.139347 · 2023 · External reference
Modelling the role of industrial structure adjustment on China’s energy efficiency: Insights from technology innovation
10.1016/j.jclepro.2024.140861 · 2024 · External reference
Match your innovation strategy to your innovation ecosystem
2006 · External reference
Digital economy evaluation, regional differences and spatio-temporal evolution: Case study of Yangtze River economic belt in China
10.1016/j.scs.2024.105685 · 2024 · External reference
Information infrastructure and corporate green innovation quality incentive
10.1016/j.heliyon.2024.e30784 · 2024 · External reference
Green innovation and China’s CO2 emissions—The moderating effect of institutional quality
10.1080/09640568.2021.1915260 · 2022 · External reference
Increasing returns and economic geography
10.1086/261763 · 1991 · External reference
The impact of digital technology development on carbon emissions: A spatial effect analysis for China
10.1016/j.resconrec.2022.106445 · 2022 · External reference
Seeing green: How does digital infrastructure affect carbon emission intensity?
10.1016/j.eneco.2023.107085 · 2023 · External reference
The spatial spillover effects and equity of carbon emissions of digital economy in China
10.1016/j.jclepro.2023.139885 · 2024 · External reference
Does digital investment affect carbon efficiency? Spatial effect and mechanism discussion
10.1016/j.scitotenv.2022.154321 · 2022 · External reference
Inspiration or perspiration: Diffusion of China’s low-carbon city pilot policies nationwide
10.1016/j.jclepro.2023.139291 · 2023 · External reference
How does the digitization of government environmental governance affect environmental pollution? Spatial and threshold effects
10.1016/j.jclepro.2023.137670 · 2023 · External reference
Applied Spatial Econometrics: Raising the Bar
10.1080/17421770903541772 · 2010 · External reference
10.1371/journal.pone.0264017
10.1371/journal.pone.0264017 · External reference
The inhibitory effect of agricultural fiscal expenditure on agricultural green total factor productivity
10.1038/s41598-022-24225-2 · 2022 · External reference
Global carbon budget 2024
10.5194/essd-17-965-2025 · 2025 · External reference
Insights into the spatial distribution of global, national, and subnational greenhouse gas emissions in the Emissions Database for Global Atmospheric Research (EDGAR v8.0)
10.5194/essd-16-2811-2024 · 2024 · External reference
New digital infrastructure, digital capacity and total factor productivity
2022 · External reference
Research on the technology innovation effect of new digital infrastructure
2022 · External reference
New-type infrastructure and urban economic resilience: Evidence from China
10.1016/j.iref.2024.103560 · 2024 · External reference
10.1371/journal.pone.0291718
10.1371/journal.pone.0291718 · External reference
Exploring how green location-oriented industrial policies promote urban energy efficiency: Evidence from national eco-industrial demonstration parks in China
10.1038/s41598-025-30186-z · 2025 · External reference
10.3390/su142113759
10.3390/su142113759 · External reference
Equity-based carbon neutral plan induces cross-regional coal leakage and industrial relocation
10.1016/j.isci.2024.109079 · 2024 · External reference
10.3390/su14010041
10.3390/su14010041 · External reference
10.3390/su15054079
10.3390/su15054079 · External reference
Spatial spillovers and nonlinear drivers of water-supply carbon emissions in China
10.1016/j.ese.2026.100665 · 2026 · External reference
10.3389/fenvs.2024.1438927
10.3389/fenvs.2024.1438927 · External reference
10.3390/su17093867
10.3390/su17093867 · External reference
Conjunctive use of surface water and groundwater: Application of support vector machines (SVMs) and genetic algorithms
10.1007/s11269-013-0307-2 · 2013 · External reference
Particle swarm optimization
10.1109/icnn.1995.488968 · 1995 · External reference
US Food aid and civil conflict
10.1257/aer.104.6.1630 · 2014 · External reference
How does internet development affect green technology innovation in China?
2022 · External reference
How does digital economy influence urban common prosperity? Evidence from China’s demonstration area for common prosperity
10.1016/j.iref.2025.104629 · 2025 · External reference
Can digital economy promote innovation of the tourism industry? Empirical evidence from China
10.1177/21582440251342881 · 2025 · External reference
Initial conditions and moment restrictions in dynamic panel data models
10.1016/s0304-4076(98)00009-8 · 1998 · External reference
A note on the theme of too many instruments
10.1111/j.1468-0084.2008.00542.x · 2009 · External reference
Research on distribution dynamics, regional differences, and convergence of development for digital innovation ecosystem
10.1007/s00168-024-01310-0 · 2024 · External reference
The effects of between-group pay dispersion
10.5465/amj.2021.0799 · 2023 · External reference
Does digital infrastructure cut carbon emissions in Chinese cities?
2023 · External reference
The carbon emission reduction effect of digital infrastructure development: Evidence from the broadband China policy
10.1016/j.jclepro.2023.140060 · 2024 · External reference
The impact of the urban digital economy on China’s carbon intensity: Spatial spillover and mediating effect
10.1016/j.resconrec.2022.106762 · 2023 · External reference
How does digitalization drive carbon emissions? The inverted U-shaped effect in China
10.1016/j.eiar.2023.107203 · 2023 · External reference
The dynamic impact of digital economy on carbon emission reduction: Evidence city-level empirical data in China
10.1016/j.jclepro.2022.131570 · 2022 · External reference
Effects of digital economy on carbon emission reduction: New evidence from China
10.1016/j.enpol.2022.113271 · 2022 · External reference
A review of assessments of the greenhouse gas footprint and abatement potential of information and communication technology
10.1016/j.eiar.2022.107033 · 2023 · External reference
Digitalization and energy consumption. Does ICT reduce energy demand?
10.1016/j.ecolecon.2020.106760 · 2020 · External reference
Research on distribution dynamics, regional differences, and convergence of development for digital innovation ecosystem
10.1007/s00168-024-01310-0 · ExternalCitation · doi-reference
Conjunctive use of surface water and groundwater: Application of support vector machines (SVMs) and genetic algorithms
10.1007/s11269-013-0307-2 · ExternalCitation · doi-reference
Do technological innovations and financial development improve environmental quality in Egypt?
10.1007/s11356-019-07585-7 · ExternalCitation · doi-reference
Economic growth, carrying capacity, and the environment
10.1016/0921-8009(95)00059-3 · ExternalCitation · doi-reference
The impact of digital infrastructure on the geographical supply chain layout of firms—Evidence from Chinese microdata
10.1016/j.chieco.2024.102249 · ExternalCitation · doi-reference
The impact of environmental regulation on carbon emissions: Evidence from China
10.1016/j.eap.2023.09.032 · ExternalCitation · doi-reference
Can digital infrastructure improve corporate productivity? Evidence from a quasi-natural experiment in China
10.1016/j.eap.2025.02.030 · ExternalCitation · doi-reference
Environmental Kuznets curve hypothesis: A survey
10.1016/j.ecolecon.2004.02.011 · ExternalCitation · doi-reference
Digitalization and energy consumption. Does ICT reduce energy demand?
10.1016/j.ecolecon.2020.106760 · ExternalCitation · doi-reference
Scenario analysis in environmental impact assessment: Improving explorations of the future
10.1016/j.eiar.2006.11.001 · ExternalCitation · doi-reference
A review of assessments of the greenhouse gas footprint and abatement potential of information and communication technology
10.1016/j.eiar.2022.107033 · ExternalCitation · doi-reference
How does digitalization drive carbon emissions? The inverted U-shaped effect in China
10.1016/j.eiar.2023.107203 · ExternalCitation · doi-reference
Seeing green: How does digital infrastructure affect carbon emission intensity?
10.1016/j.eneco.2023.107085 · ExternalCitation · doi-reference
The digital path to carbon neutrality: Examining the carbon abatement effect of digital place-based policy in China
10.1016/j.eneco.2025.108537 · ExternalCitation · doi-reference
The energy rebound effect of digital development: Evidence from 285 cities in China
10.1016/j.energy.2023.126837 · ExternalCitation · doi-reference
Digitalization as a trigger for a rebound effect of electricity use
10.1016/j.energy.2024.131585 · ExternalCitation · doi-reference
Sustainable digital infrastructure and firm-level energy consumption: Evidence from China’s manufacturing sector
10.1016/j.energy.2026.141277 · ExternalCitation · doi-reference
Impacts of urbanization on carbon emissions: An empirical analysis from OECD countries
10.1016/j.enpol.2021.112171 · ExternalCitation · doi-reference
Effects of digital economy on carbon emission reduction: New evidence from China
10.1016/j.enpol.2022.113271 · ExternalCitation · doi-reference
The impact of digital economy on energy rebound effect in China: A stochastic energy demand frontier approach
10.1016/j.enpol.2024.114418 · ExternalCitation · doi-reference
Spatial spillovers and nonlinear drivers of water-supply carbon emissions in China
10.1016/j.ese.2026.100665 · ExternalCitation · doi-reference
New infrastructure, optimization of resource allocation and upgrading of industrial structure
10.1016/j.frl.2023.103754 · ExternalCitation · doi-reference
Information infrastructure and corporate green innovation quality incentive
10.1016/j.heliyon.2024.e30784 · ExternalCitation · doi-reference
Research on the impact of enterprise digital transformation on carbon emissions in the manufacturing industry
10.1016/j.iref.2024.02.009 · ExternalCitation · doi-reference
New-type infrastructure and urban economic resilience: Evidence from China
10.1016/j.iref.2024.103560 · ExternalCitation · doi-reference
How does digital economy influence urban common prosperity? Evidence from China’s demonstration area for common prosperity
10.1016/j.iref.2025.104629 · ExternalCitation · doi-reference
Equity-based carbon neutral plan induces cross-regional coal leakage and industrial relocation
10.1016/j.isci.2024.109079 · ExternalCitation · doi-reference
Can China achieve its 2030 carbon emissions commitment? Scenario analysis based on an improved general regression neural network
10.1016/j.jclepro.2019.118558 · ExternalCitation · doi-reference
The dynamic impact of digital economy on carbon emission reduction: Evidence city-level empirical data in China
10.1016/j.jclepro.2022.131570 · ExternalCitation · doi-reference
How does the digitization of government environmental governance affect environmental pollution? Spatial and threshold effects
10.1016/j.jclepro.2023.137670 · ExternalCitation · doi-reference
Inspiration or perspiration: Diffusion of China’s low-carbon city pilot policies nationwide
10.1016/j.jclepro.2023.139291 · ExternalCitation · doi-reference
Asymmetric effects of industrial structure rationalization on carbon emissions: Evidence from thirty Chinese provinces
10.1016/j.jclepro.2023.139347 · ExternalCitation · doi-reference
The spatial spillover effects and equity of carbon emissions of digital economy in China
10.1016/j.jclepro.2023.139885 · ExternalCitation · doi-reference
The carbon emission reduction effect of digital infrastructure development: Evidence from the broadband China policy
10.1016/j.jclepro.2023.140060 · ExternalCitation · doi-reference
Modelling the role of industrial structure adjustment on China’s energy efficiency: Insights from technology innovation
10.1016/j.jclepro.2024.140861 · ExternalCitation · doi-reference
Does new-type infrastructure improve total factor carbon productivity? Experimental evidence from China
10.1016/j.jclepro.2024.142620 · ExternalCitation · doi-reference
A graph-factor-based random forest model for assessing and predicting carbon emission patterns—Pearl River Delta urban agglomeration
10.1016/j.jclepro.2024.143220 · ExternalCitation · doi-reference
Carbon emissions forecasting based on a new hybrid model under carbon reduction target: A case study of eastern region in China
10.1016/j.jclepro.2025.144957 · ExternalCitation · doi-reference
Scenario analysis under climate extreme of carbon peaking and neutrality in China: A hybrid interpretable machine learning model prediction
10.1016/j.jclepro.2025.145086 · ExternalCitation · doi-reference
Infrastructure, information & communication technology and firms’ productive performance of the Indian manufacturing
10.1016/j.jpolmod.2016.02.013 · ExternalCitation · doi-reference
Powering green digitalization: Evidence from 5G network infrastructure in China
10.1016/j.resconrec.2022.106286 · ExternalCitation · doi-reference
The impact of digital technology development on carbon emissions: A spatial effect analysis for China
10.1016/j.resconrec.2022.106445 · ExternalCitation · doi-reference
The impact of the urban digital economy on China’s carbon intensity: Spatial spillover and mediating effect
10.1016/j.resconrec.2022.106762 · ExternalCitation · doi-reference
Does digital investment affect carbon efficiency? Spatial effect and mechanism discussion
10.1016/j.scitotenv.2022.154321 · ExternalCitation · doi-reference
Digital economy evaluation, regional differences and spatio-temporal evolution: Case study of Yangtze River economic belt in China
10.1016/j.scs.2024.105685 · ExternalCitation · doi-reference
Does the development of high-speed rail benefit carbon emissions reduction?
10.1016/j.tranpol.2025.07.039 · ExternalCitation · doi-reference
Study on the impact of population migration on transport carbon emissions
10.1016/j.tranpol.2025.103957 · ExternalCitation · doi-reference
High-speed rail, technological improvement, and carbon emission efficiency
10.1016/j.trd.2025.104685 · ExternalCitation · doi-reference
Broadband infrastructure and urban carbon emissions: Quasi-experimental evidence from China
10.1016/j.uclim.2024.101863 · ExternalCitation · doi-reference
ICT and economic growth—Comparing developing, emerging and developed countries
10.1016/j.worlddev.2017.11.024 · ExternalCitation · doi-reference
Initial conditions and moment restrictions in dynamic panel data models
10.1016/s0304-4076(98)00009-8 · ExternalCitation · doi-reference
Random Forests
10.1023/a:1010933404324 · ExternalCitation · doi-reference
Support-vector networks
10.1023/a:1022627411411 · ExternalCitation · doi-reference
The inhibitory effect of agricultural fiscal expenditure on agricultural green total factor productivity
10.1038/s41598-022-24225-2 · ExternalCitation · doi-reference
Information and communication technology, upgrading of industrial structure and spatial spillover effect
10.1038/s41598-025-02957-1 · ExternalCitation · doi-reference
Research on the impact of digital infrastructure construction on enterprise carbon emissions
10.1038/s41598-025-15091-9 · ExternalCitation · doi-reference
Exploring how green location-oriented industrial policies promote urban energy efficiency: Evidence from national eco-industrial demonstration parks in China
10.1038/s41598-025-30186-z · ExternalCitation · doi-reference
Designing and regulating clean energy data centres
10.1038/s44359-025-00062-0 · ExternalCitation · doi-reference
Green innovation and China’s CO2 emissions—The moderating effect of institutional quality
10.1080/09640568.2021.1915260 · ExternalCitation · doi-reference
Applied Spatial Econometrics: Raising the Bar
10.1080/17421770903541772 · ExternalCitation · doi-reference
Increasing returns and economic geography
10.1086/261763 · ExternalCitation · doi-reference
Particle swarm optimization
10.1109/icnn.1995.488968 · ExternalCitation · doi-reference
A note on the theme of too many instruments
10.1111/j.1468-0084.2008.00542.x · ExternalCitation · doi-reference
Broadband infrastructure and economic growth
10.1111/j.1468-0297.2011.02420.x · ExternalCitation · doi-reference
Recalibrating global data center energy-use estimates
10.1126/science.aba3758 · ExternalCitation · doi-reference
A data decomposition and end-to-end optimization-based monthly carbon emission intensity of electricity forecasting method
10.1155/etep/9159507 · ExternalCitation · doi-reference
Can digital economy promote innovation of the tourism industry? Empirical evidence from China
10.1177/21582440251342881 · ExternalCitation · doi-reference
US Food aid and civil conflict
10.1257/aer.104.6.1630 · ExternalCitation · doi-reference
Telecommunications infrastructure and economic development: A simultaneous approach
10.1257/aer.91.4.909 · ExternalCitation · doi-reference
Digital economics
10.1257/jel.20171452 · ExternalCitation · doi-reference
Beyond computation: Information technology, organizational transformation and business performance
10.1257/jep.14.4.23 · ExternalCitation · doi-reference
10.1371/journal.pone.0264017
10.1371/journal.pone.0264017 · ExternalCitation · doi-reference
10.1371/journal.pone.0291718
10.1371/journal.pone.0291718 · ExternalCitation · doi-reference
10.3386/w3914
10.3386/w3914 · ExternalCitation · doi-reference
10.3389/fenvs.2024.1432534
10.3389/fenvs.2024.1432534 · ExternalCitation · doi-reference
10.3389/fenvs.2024.1438927
10.3389/fenvs.2024.1438927 · ExternalCitation · doi-reference
10.3389/fenvs.2025.1510118
10.3389/fenvs.2025.1510118 · ExternalCitation · doi-reference
10.3390/buildings13102580
10.3390/buildings13102580 · ExternalCitation · doi-reference
10.3390/en17215274
10.3390/en17215274 · ExternalCitation · doi-reference
10.3390/su14010041
10.3390/su14010041 · ExternalCitation · doi-reference
10.3390/su142113759
10.3390/su142113759 · ExternalCitation · doi-reference
10.3390/su15054079
10.3390/su15054079 · ExternalCitation · doi-reference
10.3390/su152416842
10.3390/su152416842 · ExternalCitation · doi-reference
10.3390/su17093867
10.3390/su17093867 · ExternalCitation · doi-reference
Insights into the spatial distribution of global, national, and subnational greenhouse gas emissions in the Emissions Database for Global Atmospheric Research (EDGAR v8.0)
10.5194/essd-16-2811-2024 · ExternalCitation · doi-reference
Global carbon budget 2024
10.5194/essd-17-965-2025 · ExternalCitation · doi-reference
The effects of between-group pay dispersion
10.5465/amj.2021.0799 · ExternalCitation · doi-reference
