The Multiscale Spatiotemporal Heterogeneity of Ecosystem Service Trade-Offs/Synergies and Bundles and Socioecological Drivers in the Yangtze River Delta Region of China

A comprehensive exploration of the trade-offs/synergies and drivers of ecosystem services (ESs) is essential for formulating ecological plans. However, owing to the limited attention given to multiple scales, the relationship of ESs still needs to be further explored. Taking the Yangtze River Delta region of China as the study area, a multiscale data framework with a 1 km grid and 10 km grid and county was established, and six ESs were evaluated for 2000, 2010, and 2020. Then, the trade-offs and synergies between ESs were explored by Spearman’s correlation analysis and geographically weighted regression (GWR), and the ecosystem service bundles (ESBs) were identified by self-organizing maps (SOMs). Finally, the socioecological drivers of ESs were further analyzed via GeoDetector. The results showed that (1) the distribution of ESs exhibited spatial heterogeneity. (2) At the grid scale, there were very strong trade-off effects between crop production and the other ESs. The synergistic effects between ESs at the county level were further strengthened. (3) The ESBs identified at different temporal and spatial scales were different. (4) Land use had the strongest explanatory power for all the ESs. At the grid scale, climatic and biophysical factors had great impacts on ESs, whereas population density and night light remote sensing had significant impacts on crop production, carbon storage, and water yield at the county scale.

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Publication Details

Journal
Sustainability
Published
2025-08-08
DOI
https://doi.org/10.3390/su17167200
Citations
2
Primary Topic
Land Use and Ecosystem Services
Type
article
Field-Weighted Citation Impact
2.21
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article

The Multiscale Spatiotemporal Heterogeneity of Ecosystem Service Trade-Offs/Synergies and Bundles and Socioecological Drivers in the Yangtze River Delta Region of China

Yachao Chang, Zhimin Zhang, Chun-Hsu Yao
2 citations
Sustainability
Land Use and Ecosystem Services
2.21
article

The Multiscale Spatiotemporal Heterogeneity of Ecosystem Service Trade-Offs/Synergies and Bundles and Socioecological Drivers in the Yangtze River Delta Region of China

Yachao Chang, Zhimin Zhang, Chun-Hsu Yao
article en
2 citations

Abstract

A comprehensive exploration of the trade-offs/synergies and drivers of ecosystem services (ESs) is essential for formulating ecological plans. However, owing to the limited attention given to multiple scales, the relationship of ESs still needs to be further explored. Taking the Yangtze River Delta region of China as the study area, a multiscale data framework with a 1 km grid and 10 km grid and county was established, and six ESs were evaluated for 2000, 2010, and 2020. Then, the trade-offs and synergies between ESs were explored by Spearman’s correlation analysis and geographically weighted regression (GWR), and the ecosystem service bundles (ESBs) were identified by self-organizing maps (SOMs). Finally, the socioecological drivers of ESs were further analyzed via GeoDetector. The results showed that (1) the distribution of ESs exhibited spatial heterogeneity. (2) At the grid scale, there were very strong trade-off effects between crop production and the other ESs. The synergistic effects between ESs at the county level were further strengthened. (3) The ESBs identified at different temporal and spatial scales were different. (4) Land use had the strongest explanatory power for all the ESs. At the grid scale, climatic and biophysical factors had great impacts on ESs, whereas population density and night light remote sensing had significant impacts on crop production, carbon storage, and water yield at the county scale.

SustainabilityVol. 17(16)
Suzhou University of Science and Technology (CN)
Openalex Percentile: Top 12%
Land Use and Ecosystem Services
2.21
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The Multiscale Spatiotemporal Heterogeneity of Ecosystem Service Trade-Offs/Synergies and Bundles and Socioecological Drivers in the Yangtze River Delta Region of China — Yachao Chang, Zhimin Zhang, et al. · Sustainability (2025) | TGRS Research Map | TGRS