In a comprehensive study focused on the dynamic interplay between urbanization and ecosystem services, researchers have systematically explored the intricate relationships that shape three-dimensional (3D) urbanization within China’s urban agglomerations. This research employs a robust meta-coupling framework complemented by a Coupling Coordination Degree (CCD) model, culminating in insights about the spatiotemporal dynamics of urban development and ecosystem service values (ESVs) across 19 distinct urban agglomerations in China. The interplay between urban growth and ecological health is increasingly recognized as critical to fostering sustainable urban landscapes.
At the core of this investigation is the innovative construction of the 3D Urbanization Intensity Index (3D-UII), a metric designed to quantify the multidimensional aspects of urbanization. This index integrates two significant components: horizontal impervious surface expansion, capturing the spread of urban land, alongside vertical building height growth, which reflects urban density. By blending these dimensions, the 3D-UII provides an intricate portrait of urban expansion that moves beyond traditional two-dimensional assessments. The results are a pioneering step in understanding how urbanization manifests in both the physical layout of cities and their architectural profiles.
The researchers utilized time-series data—specifically GAIA data for horizontal measurement and CMTBH-30 data for vertical analysis—to derive the Horizontal Urbanization Intensity Index (HUII) and Vertical Urbanization Intensity Index (VUII). The HUII reflects the ratio of impervious surface area relative to total city area, while the VUII captures the relationship between average and maximum building heights. This dual approach allows for a nuanced view of urban growth, indicating that cities are not simply expanding horizontally but are also rising vertically, presenting new challenges for managing urban ecosystems.
The study then delves into analyzing the spatiotemporal evolution of ESVs, examining eleven key values associated with ecosystem services and aggregating them into a total ESV. This comprehensive analysis spans fifteen years of data, from 2005 to 2020, affording researchers the opportunity to uncover trends and patterns associated with biodiversity, air and water quality, and other critical environmental indicators. Descriptive statistical methods reveal a compelling narrative of how these ecosystem services have evolved alongside urbanization efforts, providing policymakers with vital information for sustainable city planning.
To frame the analysis within a structured context, the research employed meta-coupling theory—theoretical underpinnings that facilitate the understanding of the interconnectedness of various systems across different spatial and temporal scales. By establishing this framework, the study offers a thorough lens through which the relationships between urbanization and ecosystem services can be examined critically. The complexity of interactions highlights both the benefits and the burdens urban growth places on ecological systems in urban areas.
The CCD model adds another layer of sophistication to the study by quantifying the dynamic evolution and coupling coordination states between 3D urbanization and ESVs. This model distinguishes between intra-coupling (interactions within city limits), peri-coupling (relationships within urban clusters), and tele-coupling (connections across distinct urban agglomerations), thereby facilitating a nuanced understanding of how urbanization impacts ecosystems at various spatial levels. These insights are essential in devising strategies that promote harmony between urban expansion and environmental preservation.
For further analysis, the researchers incorporated the relative development model, which investigates the interplay between urbanization and ecosystem services through a metric of relative development (R). This approach allows for a dynamic assessment of how urban growth corresponds with the health of ecological systems. A value greater than one indicates that urbanization outpaces ecosystem service development, signaling potential environmental degradation, while values less than one point to the constraints imposed by ecological health on urban expansion.
The introduction of the Dagum Gini coefficient to analyze regional disparities in coupling coordination relationships presents an innovative method of understanding spatial inequality across the various urban agglomerations. By dissecting the overall Gini coefficient into components that measure intra-regional differences and inter-regional discrepancies, the research reveals layers of complexity in how urban and ecological equilibriums are distributed across China. These findings bear significant implications for targeted policy interventions aimed at achieving ecological balance amid rapid urban development.
As cities continue to expand at unprecedented rates in China and worldwide, understanding the intricate dynamics of urbanization and ecosystem services is crucial. The findings from this study do not merely highlight existing tensions; they also point towards potential pathways for sustainable urban growth strategies that consider both economic development and ecological health. Policymakers empowered with these insights can make informed decisions that seek not only to expand urban boundaries but also to preserve the ecosystem services that underpin public health and well-being.
Furthermore, this research has implications far beyond the borders of China. The methodologies and frameworks established can be adapted for application in urban centers globally, providing a template for multi-dimensional urban studies aimed at reconciling growth and sustainability. The holistic view fostered by the 3D-UII, combined with practical modeling approaches, presents a comprehensive toolkit for urban planners and environmental scientists seeking to foster sustainable development in burgeoning metropolitan areas.
In summary, as the synergy between urbanization and ecosystem services unfolds, the meticulous study showcases an advanced understanding of how cities shape their environments and in turn, how those environments influence urban trajectories. The interdependencies detailed in this analysis underscore the need for integrated approaches to urban planning that account for environmental impacts and strive for equilibrium. The lessons drawn from China’s urban agglomerations provide a critical framework for future research, fostering an informed dialogue on balancing urban ambition with ecological integrity.
Ultimately, the findings of this research represent a significant contribution to the field of urban ecology, offering valuable insights that can influence both theoretical discourse and practical urban management strategies. As global urbanization accelerates, the relevance of such studies becomes increasingly pronounced, marking an essential step towards achieving more sustainable urban futures.
Subject of Research: Coupling Coordination Relationships Between 3D Urbanization and Ecosystem Services
Article Title: A meta-coupling analysis between three-dimensional urbanization and ecosystem services in China’s urban agglomerations
Article References:
Li, Y., Jia, N., Zheng, L. et al. A meta-coupling analysis between three-dimensional urbanization and ecosystem services in China’s urban agglomerations. Commun Earth Environ 7, 125 (2026). https://doi.org/10.1038/s43247-025-03047-w
Image Credits: AI Generated
DOI: https://doi.org/10.1038/s43247-025-03047-w
Keywords: 3D Urbanization, Ecosystem Services, Coupling Coordination Degree, Meta-Coupling Theory, Spatiotemporal Analysis.

