2022
DOI: 10.3390/rs14071755
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Impacts of Land Use Changes on Net Primary Productivity in Urban Agglomerations under Multi-Scenarios Simulation

Abstract: Land use is closely related to the sustainability of ecological development. This paper employed a patch-generating land use simulation (PLUS) model for the multi-scenario simulation of urban agglomerations. In addition, mathematical analysis methods such as Theil-Sen Median trend analysis, R/S analysis, Getis-Ord Gi* index and unary linear regression were used to study the temporal and spatial evolution characteristics of net primary productivity (NPP) for the impact of land use changes on NPP in urban agglom… Show more

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Cited by 38 publications
(27 citation statements)
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References 57 publications
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“…The total accuracy of the GlobeLand30 V2010 and V2020 is 83.50% and 85.72%, respectively, with Kappa coefficients of 0.78 and 0.82. These results were obtained from the validation of more than 150,000 points and 230,000 points, respectively [29]. Additionally, we found that the data better distinguished between cultivated and forested land than the other two data, and the patches were more aggregated.…”
Section: Dataset and Preprocessingsupporting
confidence: 57%
See 1 more Smart Citation
“…The total accuracy of the GlobeLand30 V2010 and V2020 is 83.50% and 85.72%, respectively, with Kappa coefficients of 0.78 and 0.82. These results were obtained from the validation of more than 150,000 points and 230,000 points, respectively [29]. Additionally, we found that the data better distinguished between cultivated and forested land than the other two data, and the patches were more aggregated.…”
Section: Dataset and Preprocessingsupporting
confidence: 57%
“…Under the combined influence of the natural environment and social economy, Beijing's urban land has gradually expanded over the past 20 years, with a development intensity of about 45% in plain areas. The conflict between ecological security and urban development has become increasingly prominent, and local governments are faced with the challenge of balancing ecological protection and urban development [29]. To alleviate this conflict, the Beijing Municipal Government has formulated several ecological conservation-related plans to strictly control the increase in construction land and gradually transition from stock development to reduced development.…”
Section: Dataset and Preprocessingmentioning
confidence: 99%
“…Some researchers combined multiple scenarios with the UN's SDG development goals or the IPCC's climate development goals [40,41]. The common features of the multi-scenario simulations were that one scenario represented a non-interventionist development trend, one scenario focused on ecological protection, and one or more scenarios focused on economic development and its synergies [42,43]. Generally, the neighborhood weights of woodland, grassland, and water increased in the EC scenario and the scale of land use increased, while the neighborhood weight of construction land was generally the highest value in the ED scenario.…”
Section: Land Use Simulationmentioning
confidence: 99%
“…The specific method is as follows: the improvement and degradation areas for each stage of ecosystem health change are calculated and determined separately by ArcGIS 10.8. The resulting area was used as the extent of land use data extraction [43] to generate the land use transfer matrix, and the impact of each transfer type on ecosystem health is calculated. The degree of effect of land use transfer on the ecosystem was calculated using the contribution indicator [44,45] with the following equation:…”
Section: Measuring the Impact Of Land Use Change On Ecosystem Health ...mentioning
confidence: 99%