Skills

• Statistics/Spatial Statistics

  • ANOVA (Analysis of Variance)/Spatial ANOVA

  • Moran's I (Spatial Autocorrelation)

  • LISA (Local Moran's I)

  • Hot Spot (Getis-Ord Gi*, Spatial Clustering)

  • Emerging Hot Spot (Spatio-temporal Clustering)

  • GWR/MGRW (Spatial Regression/Multiscale GWR)

• Spatial Analysis

  • Slope/Aspect

  • Hillshade (Shade Analysis)

  • 2SFCA/E2SFCA (Accessibility)

  • Service Area (Road Network Analysis)

• AI

  • Deep Learning

    • Graph Neural Network (GNN)

  • Machine Learning

    • K-means Clustering

    • Random Forest/Spatial RF

• Network Analysis

  • Community Detection

  • Keywork Network Analysis

  • Topic Modeling

Graphics