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  • 1. Introduction
  • 2 Materials and methods
    • 2.1. Study area
    • 2.2. Data sources and pre-processing
    • 2.3. Methods
      • 2.3.1. Habitat quality (HQ) evaluation
      • 2.3.2. Selection of impact factors
      • 2.3.3. Grid analysis
      • 2.3.4. Construct the spatial weight matrix
      • 2.3.5. Bivariate spatial autocorrelation
      • 2.3.6. Geodetector
  • 3. Results
    • 3.1. Spatial distribution and dynamics of HQ
    • 3.2. Spatial autocorrelation analysis of HQ and different impact factors
      • 3.2.1. Global autocorrelation
      • 3.2.2. Local autocorrelation
    • 3.3. Driving force analysis of different impact factors
  • 4. Discussion
    • 4.1. Mechanisms influencing changes in HQ distribution
      • 4.1.2. Changes in the correlation between different indicators and HQ
    • 4.2. Policy’s driver and suggestions for urban planning
    • 4.3. Limitation
  • 5. Conclusions
  • Data availability statement
  • Acknowledgments
  • References
  • Appendix 1
  • Appendix 2
  • Appendix 3
  • Supplementary material
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