2022
DOI: 10.1016/j.jenvman.2021.114371
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An ecological perspective for understanding regional integration based on ecosystem service budgets, bundles, and flows: A case study of the Jinan metropolitan area in China

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Cited by 58 publications
(20 citation statements)
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“…While the InVEST model provides good estimates of regional water production, soil conservation, carbon sequestration and oxygen production, and habitat quality, the simplicity of the model and the lack of extensive observational data [ 54 ] add to the uncertainty of the study results [ 58 ]. Therefore, future research should strengthen the observation and verification of field test data, and use the measured experimental data to calibrate the model parameters to obtain greater confidence in the quantitative output [ 59 ], and further verify the model output.…”
Section: Discussionmentioning
confidence: 99%
“…While the InVEST model provides good estimates of regional water production, soil conservation, carbon sequestration and oxygen production, and habitat quality, the simplicity of the model and the lack of extensive observational data [ 54 ] add to the uncertainty of the study results [ 58 ]. Therefore, future research should strengthen the observation and verification of field test data, and use the measured experimental data to calibrate the model parameters to obtain greater confidence in the quantitative output [ 59 ], and further verify the model output.…”
Section: Discussionmentioning
confidence: 99%
“…A unified conceptual framework, or a comprehensive evaluation index system for regional integration, has not been yet formed, and the calculation of the level of regional integration is also still in the preliminary exploration stage. Most scholars have only focused on the specific external performance of regional integration, and they have measured the level of regional integration by calculating economic integration, market integration, spatial integration, or transportation integration [4,[6][7][8][9][10]. In fact, as a special form of spatial and regional evolution, regional integration is also a process of horizontal development and in-depth promotion.…”
Section: Explanatory Variable: Regional Integrationmentioning
confidence: 99%
“…On the one hand, regional integration can accelerate the factors flow and optimize the industrial layout. This, in turn, will generate different energy consumption and pollutant emission requirements, thereby changing the UGDE [8][9][10][11]. On the other hand, changes in government governance behaviors in regional integration, such as pollution control and urban planning [9,12,13], will help improve the UGDE.…”
Section: Introductionmentioning
confidence: 99%
“…For example, Zoderer et al (2019) investigated social perceptions to represent the demand side in ES bundles. Li et al (2022) quanti ed ES supply-demand budget bundles for the Jinan metropolitan area in China. Baro et al (2017) analyzed the ES supply-demand bundles along the urbanization gradient of Barcelona.…”
Section: Introductionmentioning
confidence: 99%
“…It can encourage consideration of the multiple tradeoffs and synergies involved in landscape management decisions(Mouchet et al, 2014). ES supply-demand bundle studies differ from the traditional ES supply bundle studies in that they are more conducive to helping design landscape management strategies by combining multiple ES supplies with ES demands(Li et al, 2022). ES supply-demand bundle studies also differ from the widely studied ES supply-demand mismatch.…”
mentioning
confidence: 99%