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Fig 1.

Flow chart of the study.

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Fig 2.

Land use map in Suzhou (2010 and 2022) based on GlobeLand30 classification.

(Republished from Ministry of Natural Resources of China, http://bzdt.ch.mnr.gov.cn).

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Table 1.

Data sources and descriptions.

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Table 2.

Example of manual identification.

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Table 3.

DNN model input indicators for urban-fringe-rural classification.

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Table 4.

Methodologies and principles for assessing ecosystem services (ESs).

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Table 5.

Coupling coordination types.

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Fig 3.

Spatiotemporal patterns of urban–fringe–rural structure in Suzhou.

(Republished from Ministry of Natural Resources of China, http://bzdt.ch.mnr.gov.cn).

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Table 6.

Transfer matrix of urban–fringe–rural spatial structure in Suzhou, 2010–2022.

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Fig 4.

Spatial patterns and changes of ESs in Suzhou from 2010 to 2022. (Republished from Ministry of Natural Resources of China, http://bzdt.ch.mnr.gov.cn).

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Fig 5.

ESs Changes in urban, fringe, and rural areas from 2010 to 2022.

(Republished from Ministry of Natural Resources of China, http://bzdt.ch.mnr.gov.cn).

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Fig 6.

Correlation coefficients of ESs pairs.

* FP—Food production; CS—Carbon storage; WY—Water yield; HQ—Habitat quality; SC—Soil conservation; TN—Nitrogen output; TP—Phosphorus output; LA—Landscape aesthetics.

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Fig 7.

Multiple ESs interaction relationships under CCDM and trend direction analysis.

(Republished from Ministry of Natural Resources of China, http://bzdt.ch.mnr.gov.cn).

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Fig 8.

Spatiotemporal patterns of interactions among multiple ESs.

(Republished from Ministry of Natural Resources of China, http://bzdt.ch.mnr.gov.cn). Composition and relative magnitude of ESs in the village scale. Longer segments represent higher ES supply. * FP—Food production; CS—Carbon storage; WY—Water yield; HQ—Habitat quality; SC—Soil conservation; TN—Nitrogen output; TP—Phosphorus output; LA—Landscape aesthetics.

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Fig 9.

Structure diagram of dynamic urban–fringe–rural areas.

(Republished from Ministry of Natural Resources of China, http://bzdt.ch.mnr.gov.cn).

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