What question did this study set out to answer?

The aim is to develop an optimization framework that uses recreational networks to address mismatches in the supply and demand of recreational services.

May 25, 2026Ecological IndicatorsOpen Access

Utilizing the network to optimize the mismatch between supply and demand of recreational services: a case study of Guangdong-Hong Kong-Macao Greater Bay Area

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The aim is to develop an optimization framework that uses recreational networks to address mismatches in the supply and demand of recreational services.
Developed a framework identifying recreational supply and demand sources based on mapped service patterns.
Constructed recreational networks and overlaid them with deficit patterns to extract deficit-optimized corridors.
Delineated various types of connectivity corridors and identified substantial recreational sources.
Recreational service supply and demand showed a significant imbalance with deficit, balance, and surplus zones at 8.50%, 12.10%, and 79.40%, respectively.
Identified 426 recreational supply sources and 63 demand sources, revealing varied distribution across cities.
Delineated 1199 connectivity corridors and 402 orientation corridors, with 1579 DOCs covering 72.42% of deficit areas.

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Implication

Randomized trial optimizes recreational service supply-demand in Guangdong-Hong Kong-Macao Greater Bay Area, highlighting network potential.

Cite This Study

Shen et al. (2026) studied this question.

synapsesocial.com/papers/6a13e71a0e02ee3982d31ca7 https://doi.org/10.1016/j.ecolind.2026.114982

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Implication

Randomized trial optimizes recreational service supply-demand in Guangdong-Hong Kong-Macao Greater Bay Area, highlighting network potential.

Utilizing the network to optimize the mismatch between supply and demand of recreational services: a case study of Guangdong-Hong Kong-Macao Greater Bay Area

Key Points

Discussion

Implication

Cite This Study

Utilizing the network to optimize the mismatch between supply and demand of recreational services: a case study of Guangdong-Hong Kong-Macao Greater Bay Area

Key Points

Discussion

Implication

Cite This Study

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