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This study aims to analyze the spatiotemporal dynamics of ecosystem services supply, demand, and mismatches in Harbin-Changchun Urban Agglomeration.

May 31, 2026Ecological IndicatorsOpen Access

Understanding the spatial heterogeneity of ecosystem services supply-demand bundles and driving mechanisms toward spatially-targeted management in Harbin-Changchun urban agglomeration, China

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This study aims to analyze the spatiotemporal dynamics of ecosystem services supply, demand, and mismatches in Harbin-Changchun Urban Agglomeration.
Evaluated supply-demand patterns and spatial distribution of ecosystem service bundles.
Utilized geographical detector and geographically weighted regression models to explore driving factors.
Categorized the study area into five ecosystem service bundles with distinct supply-demand dynamics.
Identified significant spatial mismatches between ecosystem services supply and demand.
Found ecological deficits in urbanized centers and surpluses in southeastern regions.
Observed considerable variability in interactions among ecosystem services, with synergies and notable trade-offs identified.

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Randomized trial evaluates spatial mismatches in ecosystem services supply-demand in urban agglomeration, suggesting targeted management strategies.

Kai et al. (2026) studied this question.

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Randomized trial evaluates spatial mismatches in ecosystem services supply-demand in urban agglomeration, suggesting targeted management strategies.