Spatiotemporal evolution and endogenous contributions of the coordinated development of carbon reduction, pollution control, green expansion, and economic growth in China’s five major urban agglomerations
Insights from the XGBoost–SHAP model
Bibliographic Data
| ID | 24218236 |
|---|---|
| Authors | Jie Zhang (0000-0002-6538-2770), Jiahui Yang (0009-0006-3078-6544) |
| Year | 2026 |
| Volume | 150 |
| Pages | 107946 |
| Publication date | 2026-10-01 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Sustainable Cities and Society (JOURNAL) |
| Journal identifiers | ISSN: 2210-6707 • E-ISSN: 2210-6715 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.scs.2026.107946 |
| OpenAlex | W7214519601 |
| Language | EN |
| References cited | 47 |
coupling coordination degree · Economic growth · feature contribution analysis · green investment · green transition · spatiotemporal evolution · urban agglomerations · XGBoost-SHAP · Energy, Environment, Economic Growth · Environmental Sustainability and Technology · Sustainable Development and Environmental Policy
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Productivity and Undesirable Outputs
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From local explanations to global understanding with explainable AI for trees
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Energy and CO2 emission performance in electricity generation
Greedy function approximation
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Random Forests
The value of the world's ecosystem services and natural capital
Economic Growth and the Environment
Toward urban high-quality development
Efficiency and equity
Spatiotemporal patterns and influencing factors of green development efficiency in China's urban agglomerations
Impact of digital economy on urban sustainable development
Sociology, environment, and modernity
Development of a low-carbon indicator system for China
Carbon Taxes, Path Dependency, and Directed Technical Change
Transition to Clean Technology
Endogenous Technological Change
Toward a New Conception of the Environment-Competitiveness Relationship
| Highly cited | No |
|---|