├── .gitignore ├── 01-intro.Rmd ├── 02-Feature-representation.Rmd ├── 03-Data-Management.Rmd ├── 04-Symbolizing-features.Rmd ├── 05-statistical-maps.Rmd ├── 06-Pitfalls-to-avoid.Rmd ├── 07-Map-making-tips.Rmd ├── 08-Spatial-Operations-and-Vector-Overlays.Rmd ├── 09-Coordinate-systems.Rmd ├── 10-Map-Algebra.Rmd ├── 11-Intro.rmd ├── 12-polynomial_functions.rmd ├── 13-Spatial-Autocorrelation.Rmd ├── 14-Point_Patterns_1st.Rmd ├── 15-Point_Patterns_2nd.Rmd ├── 16-Spatial-Interpolation.Rmd ├── 404.html ├── A01-Data-Manipulation.Rmd ├── A02-Mapping-data.Rmd ├── A03-sf-objects.Rmd ├── A04-Vector-Operations.Rmd ├── A05-Mapping-rates.Rmd ├── A06-Raster-Operations.Rmd ├── A07-Coordinate-Systems.Rmd ├── A08-Point-pattern-analysis.Rmd ├── A09-Spatial-Autocorrelation.Rmd ├── A10-Interpolation.Rmd ├── Common.R ├── Data ├── Dist_sf.rds ├── Elev.tif ├── Highway_sf.rds ├── Income_schooling.dbf ├── Income_schooling.prj ├── Income_schooling.sbn ├── Income_schooling.sbx ├── Income_schooling.shp ├── Income_schooling.shx ├── Income_schooling.zip ├── Income_schooling_sf.rds ├── ME2010_pop.csv ├── Precipitation_subset.dbf ├── Precipitation_subset.prj ├── Precipitation_subset.sbn ├── Precipitation_subset.sbx ├── Precipitation_subset.shp ├── Precipitation_subset.shp.xml ├── Precipitation_subset.shx ├── Starbucks.cpg ├── Starbucks.dbf ├── Starbucks.prj ├── Starbucks.sbn ├── Starbucks.sbx ├── Starbucks.shp ├── Starbucks.shx ├── TX.gpkg ├── Texas.dbf ├── Texas.prj ├── Texas.sbn ├── Texas.sbx ├── Texas.shp ├── Texas.shp.xml ├── Texas.shx ├── Walmarts.dbf ├── Walmarts.prj ├── Walmarts.sbn ├── Walmarts.sbx ├── Walmarts.shp ├── Walmarts.shx ├── bath_world.RDS ├── bathymetry.rds ├── continent_global.RDS ├── elev.RDS ├── elev.img ├── elev_world.RDS ├── elevation.rds ├── inter_sf.RDS ├── kansas_precip_2020.tif ├── ma.rds ├── ma2.rds ├── moransI.RData ├── p_sf.RDS ├── pop_sqmile.img ├── pop_sqmile.img.aux.xml ├── pop_sqmile.img.xml ├── pop_sqmile.rds ├── ppa.RData ├── precip.rds ├── rail_inters.gpkg ├── rail_sf.RDS ├── s_sf.RDS ├── starbucks.rds ├── texas.rds └── world.rds ├── LICENSE ├── Spatial.Rproj ├── _book ├── 01-intro_files │ └── figure-html │ │ └── f01-ppp-1.png ├── 02-Feature-representation_files │ └── figure-html │ │ ├── unnamed-chunk-1-1.png │ │ ├── unnamed-chunk-2-1.png │ │ ├── unnamed-chunk-3-1.png │ │ ├── unnamed-chunk-4-1.png │ │ ├── unnamed-chunk-7-1.png │ │ └── unnamed-chunk-8-1.png ├── 03-Data-Management_files │ └── figure-html │ │ └── pixeldepth-1.png ├── 04-Symbolizing-features_files │ └── figure-html │ │ ├── f04-divergent-1.png │ │ ├── f04-divergent-map-1.png │ │ ├── f04-hue-1.png │ │ ├── f04-lightness-1.png │ │ ├── f04-munsell-1.png │ │ ├── f04-munsell-bis-1.png │ │ ├── f04-munsell-slice-1.png │ │ ├── f04-qualitative-1.png │ │ ├── f04-qualitative-map-1.png │ │ ├── f04-saturation-1.png │ │ ├── f04-sequential-1.png │ │ └── f04-sequential-map-1.png ├── 05-statistical-maps_files │ └── figure-html │ │ ├── ComPlot-1.png │ │ ├── boxmap-1.png │ │ ├── compInt-1.png │ │ ├── continuous-1.png │ │ ├── equalint-1.png │ │ ├── f07-5sim-maps-1.png │ │ ├── f07-MoE-plot1-1.png │ │ ├── f07-map-MoE-1.png │ │ ├── f07-map1-1.png │ │ ├── f07-sim-map-1.png │ │ ├── f07-sim-values-1.png │ │ ├── iqrmap-1.png │ │ ├── outlier1-1.png │ │ ├── outlier2-1.png │ │ ├── outlier3-1.png │ │ ├── quantile-1.png │ │ └── sdmap-1.png ├── 09-Coordinate-systems_files │ └── figure-html │ │ ├── unnamed-chunk-10-1.png │ │ └── unnamed-chunk-9-1.png ├── 10-Map-Algebra_files │ └── figure-html │ │ ├── f10-boolean01-1.png │ │ ├── f10-boolean02-1.png │ │ ├── f10-combining01-1.png │ │ ├── f10-focal01-1.png │ │ ├── f10-focal02-1.png │ │ ├── f10-focal03-1.png │ │ ├── f10-focal04-1.png │ │ ├── f10-global01-1.png │ │ ├── f10-local01-1.png │ │ ├── f10-local02-1.png │ │ ├── f10-local03-1.png │ │ ├── f10-logical01-1.png │ │ └── f10-zonal01-1.png ├── 12-polynomial_functions_files │ └── figure-html │ │ ├── fig1212-1.png │ │ ├── fig1213-1.png │ │ ├── fig1214-1.png │ │ ├── fig1216-1.png │ │ ├── fig1218-1.png │ │ ├── fig1219-1.png │ │ ├── fig122-1.png │ │ ├── fig123-1.png │ │ ├── fig124-1.png │ │ ├── fig125-1.png │ │ ├── fig126-1.png │ │ ├── fig127-1.png │ │ ├── fig128-1.png │ │ └── fig129-1.png ├── 13-Spatial-Autocorrelation_files │ └── figure-html │ │ ├── chunk10-1.png │ │ ├── fig03-1.png │ │ ├── fig05-1.png │ │ ├── fig06-1.png │ │ ├── fig07-1.png │ │ ├── fig08-1.png │ │ ├── fig09-1.png │ │ ├── fig10-1.png │ │ ├── fig11-1.png │ │ ├── fig12-1.png │ │ ├── fig13-1.png │ │ ├── fig14-1.png │ │ ├── fig14a-1.png │ │ ├── fig14b-1.png │ │ ├── fig14c-1.png │ │ ├── fig14d-1.png │ │ ├── fig14e-1.png │ │ ├── fig15-1.png │ │ ├── fig17-1.png │ │ ├── fig19-1.png │ │ ├── fig20-1.png │ │ ├── fig21-1.png │ │ └── ma-dataset-1.png ├── 14-Point_Patterns_1st_files │ └── figure-html │ │ ├── f11-gobal-dens-1.png │ │ ├── f11-kernel01-1.png │ │ ├── f11-kernel02-1.png │ │ ├── f11-kernel03-1.png │ │ ├── f11-kernel04-1.png │ │ ├── f11-pppm01-1.png │ │ ├── f11-quad01-1.png │ │ ├── f11-quad02-1.png │ │ ├── f11-quad03-1.png │ │ ├── f11-quad04-1.png │ │ ├── f11-quad05-1.png │ │ ├── f11-starbucks-1.png │ │ ├── f11-walmarts-1.png │ │ └── f11b_Ho_vs_H-1.png ├── 15-Point_Patterns_2nd_files │ └── figure-html │ │ ├── f11-ANN-plot-1.png │ │ ├── f11-diff-ANN-plots-1.png │ │ ├── f11-diff-patterns-1.png │ │ ├── f11-diff-ppp02-1.png │ │ └── f11-ppp-dist-1.png ├── 16-Spatial-Interpolation_files │ └── figure-html │ │ ├── f13-confidence-map-1.png │ │ ├── f13-detrend-map-1.png │ │ ├── f13-poly0-1.png │ │ ├── f13-poly1-1.png │ │ ├── f13-poly2-1.png │ │ ├── f13-two-sites-1.png │ │ ├── f14-idw1-1.png │ │ ├── f14-idw2-1.png │ │ ├── f14-krige01-1.png │ │ ├── f14-krige02-1.png │ │ ├── f14-krige03-1.png │ │ ├── f14-model-explained-1.png │ │ ├── f14-precip-map-1.png │ │ ├── f14-proximity-1.png │ │ ├── f14-rmse-plot-1.png │ │ ├── f14-sample-variogram-1.png │ │ ├── f14-spherical-model-1.png │ │ ├── f14-variogram-1.png │ │ └── f14-variogram-models-1.png ├── A02-Mapping-data_files │ └── figure-html │ │ ├── unnamed-chunk-10-1.png │ │ ├── unnamed-chunk-11-1.png │ │ ├── unnamed-chunk-12-1.png │ │ ├── unnamed-chunk-13-1.png │ │ ├── unnamed-chunk-14-1.png │ │ ├── unnamed-chunk-15-1.png │ │ ├── unnamed-chunk-16-1.png │ │ ├── unnamed-chunk-17-1.png │ │ ├── unnamed-chunk-18-1.png │ │ ├── unnamed-chunk-19-1.png │ │ ├── unnamed-chunk-20-1.png │ │ ├── unnamed-chunk-21-1.png │ │ ├── unnamed-chunk-22-1.png │ │ ├── unnamed-chunk-23-1.png │ │ ├── unnamed-chunk-24-1.png │ │ ├── unnamed-chunk-25-1.png │ │ ├── unnamed-chunk-26-1.png │ │ ├── unnamed-chunk-27-1.png │ │ ├── unnamed-chunk-28-1.png │ │ ├── unnamed-chunk-3-1.png │ │ ├── unnamed-chunk-30-1.png │ │ ├── unnamed-chunk-31-1.png │ │ ├── unnamed-chunk-32-1.png │ │ ├── unnamed-chunk-33-1.png │ │ ├── unnamed-chunk-34-1.png │ │ ├── unnamed-chunk-36-1.png │ │ ├── unnamed-chunk-37-1.png │ │ ├── unnamed-chunk-38-1.png │ │ ├── unnamed-chunk-39-1.png │ │ ├── unnamed-chunk-4-1.png │ │ ├── unnamed-chunk-40-1.png │ │ ├── unnamed-chunk-41-1.png │ │ ├── unnamed-chunk-42-1.png │ │ ├── unnamed-chunk-43-1.png │ │ ├── unnamed-chunk-44-1.png │ │ ├── unnamed-chunk-45-1.png │ │ ├── unnamed-chunk-46-1.png │ │ ├── unnamed-chunk-47-1.png │ │ ├── unnamed-chunk-48-1.png │ │ ├── unnamed-chunk-49-1.png │ │ ├── unnamed-chunk-5-1.png │ │ ├── unnamed-chunk-50-1.png │ │ ├── unnamed-chunk-6-1.png │ │ ├── unnamed-chunk-7-1.png │ │ ├── unnamed-chunk-8-1.png │ │ └── unnamed-chunk-9-1.png ├── A03-sf-objects_files │ └── figure-html │ │ ├── unnamed-chunk-12-1.png │ │ ├── unnamed-chunk-19-1.png │ │ ├── unnamed-chunk-20-1.png │ │ ├── unnamed-chunk-21-1.png │ │ ├── unnamed-chunk-22-1.png │ │ ├── unnamed-chunk-30-1.png │ │ ├── unnamed-chunk-36-1.png │ │ ├── unnamed-chunk-42-1.png │ │ ├── unnamed-chunk-44-1.png │ │ └── unnamed-chunk-49-1.png ├── A04-Vector-Operations_files │ └── figure-html │ │ ├── unnamed-chunk-13-1.png │ │ ├── unnamed-chunk-14-1.png │ │ ├── unnamed-chunk-18-1.png │ │ ├── unnamed-chunk-19-1.png │ │ ├── unnamed-chunk-20-1.png │ │ ├── unnamed-chunk-21-1.png │ │ ├── unnamed-chunk-22-1.png │ │ ├── unnamed-chunk-24-1.png │ │ ├── unnamed-chunk-25-1.png │ │ ├── unnamed-chunk-29-1.png │ │ ├── unnamed-chunk-30-1.png │ │ ├── unnamed-chunk-31-1.png │ │ ├── unnamed-chunk-4-1.png │ │ ├── unnamed-chunk-5-1.png │ │ ├── unnamed-chunk-6-1.png │ │ ├── unnamed-chunk-7-1.png │ │ └── unnamed-chunk-8-1.png ├── A05-Mapping-rates_files │ └── figure-html │ │ ├── unnamed-chunk-10-1.png │ │ ├── unnamed-chunk-11-1.png │ │ ├── unnamed-chunk-12-1.png │ │ ├── unnamed-chunk-12-2.png │ │ ├── unnamed-chunk-13-1.png │ │ ├── unnamed-chunk-14-1.png │ │ ├── unnamed-chunk-14-2.png │ │ ├── unnamed-chunk-5-1.png │ │ ├── unnamed-chunk-5-2.png │ │ ├── unnamed-chunk-7-1.png │ │ ├── unnamed-chunk-7-2.png │ │ ├── unnamed-chunk-8-1.png │ │ └── unnamed-chunk-9-1.png ├── A06-Raster-Operations_files │ └── figure-html │ │ ├── unnamed-chunk-10-1.png │ │ ├── unnamed-chunk-12-1.png │ │ ├── unnamed-chunk-15-1.png │ │ ├── unnamed-chunk-17-1.png │ │ ├── unnamed-chunk-19-1.png │ │ ├── unnamed-chunk-21-1.png │ │ ├── unnamed-chunk-23-1.png │ │ ├── unnamed-chunk-25-1.png │ │ ├── unnamed-chunk-27-1.png │ │ ├── unnamed-chunk-28-1.png │ │ ├── unnamed-chunk-32-1.png │ │ ├── unnamed-chunk-36-1.png │ │ ├── unnamed-chunk-38-1.png │ │ ├── unnamed-chunk-41-1.png │ │ ├── unnamed-chunk-46-1.png │ │ ├── unnamed-chunk-48-1.png │ │ ├── unnamed-chunk-5-1.png │ │ ├── unnamed-chunk-50-1.png │ │ ├── unnamed-chunk-52-1.png │ │ ├── unnamed-chunk-57-1.png │ │ ├── unnamed-chunk-58-1.png │ │ ├── unnamed-chunk-60-1.png │ │ ├── unnamed-chunk-61-1.png │ │ ├── unnamed-chunk-63-1.png │ │ ├── unnamed-chunk-64-1.png │ │ ├── unnamed-chunk-65-1.png │ │ ├── unnamed-chunk-65-2.png │ │ └── unnamed-chunk-8-1.png ├── A07-Coordinate-Systems_files │ └── figure-html │ │ ├── unnamed-chunk-23-1.png │ │ ├── unnamed-chunk-24-1.png │ │ ├── unnamed-chunk-25-1.png │ │ ├── unnamed-chunk-26-1.png │ │ ├── unnamed-chunk-27-1.png │ │ ├── unnamed-chunk-28-1.png │ │ ├── unnamed-chunk-29-1.png │ │ ├── unnamed-chunk-30-1.png │ │ ├── unnamed-chunk-31-1.png │ │ ├── unnamed-chunk-33-1.png │ │ ├── unnamed-chunk-35-1.png │ │ ├── unnamed-chunk-41-1.png │ │ ├── unnamed-chunk-42-1.png │ │ └── unnamed-chunk-43-1.png ├── A08-Point-pattern-analysis_files │ └── figure-html │ │ ├── unnamed-chunk-10-1.png │ │ ├── unnamed-chunk-12-1.png │ │ ├── unnamed-chunk-14-1.png │ │ ├── unnamed-chunk-16-1.png │ │ ├── unnamed-chunk-17-1.png │ │ ├── unnamed-chunk-18-1.png │ │ ├── unnamed-chunk-19-1.png │ │ ├── unnamed-chunk-20-1.png │ │ ├── unnamed-chunk-21-1.png │ │ ├── unnamed-chunk-22-1.png │ │ ├── unnamed-chunk-23-1.png │ │ ├── unnamed-chunk-24-1.png │ │ ├── unnamed-chunk-26-1.png │ │ ├── unnamed-chunk-27-1.png │ │ ├── unnamed-chunk-31-1.png │ │ ├── unnamed-chunk-32-1.png │ │ ├── unnamed-chunk-33-1.png │ │ ├── unnamed-chunk-34-1.png │ │ ├── unnamed-chunk-35-1.png │ │ ├── unnamed-chunk-38-1.png │ │ ├── unnamed-chunk-39-1.png │ │ ├── unnamed-chunk-41-1.png │ │ ├── unnamed-chunk-42-1.png │ │ ├── unnamed-chunk-5-1.png │ │ ├── unnamed-chunk-6-1.png │ │ ├── unnamed-chunk-7-1.png │ │ └── unnamed-chunk-9-1.png ├── A09-Spatial-Autocorrelation_files │ └── figure-html │ │ ├── unnamed-chunk-12-1.png │ │ ├── unnamed-chunk-14-1.png │ │ ├── unnamed-chunk-19-1.png │ │ ├── unnamed-chunk-23-1.png │ │ ├── unnamed-chunk-28-1.png │ │ ├── unnamed-chunk-3-1.png │ │ ├── unnamed-chunk-30-1.png │ │ ├── unnamed-chunk-32-1.png │ │ └── unnamed-chunk-4-1.png ├── A10-Interpolation_files │ └── figure-html │ │ ├── unnamed-chunk-10-1.png │ │ ├── unnamed-chunk-11-1.png │ │ ├── unnamed-chunk-12-1.png │ │ ├── unnamed-chunk-13-1.png │ │ ├── unnamed-chunk-14-1.png │ │ ├── unnamed-chunk-2-1.png │ │ ├── unnamed-chunk-3-1.png │ │ ├── unnamed-chunk-5-1.png │ │ ├── unnamed-chunk-6-1.png │ │ ├── unnamed-chunk-8-1.png │ │ └── unnamed-chunk-9-1.png ├── anatomy-of-simple-feature-objects.html ├── chp02_0.html ├── chp09_0.html ├── chp10_0.html ├── chp11_0.html ├── chp12_0.html ├── chp13_0.html ├── chp14_0.html ├── chp15_0.html ├── chp16_0.html ├── coordinate-systems-in-r.html ├── gis-data-management.html ├── good-map-making-tips.html ├── img │ ├── 1st_2nd_order_property.png │ ├── ANN_hist.png │ ├── ANN_pop_dens.png │ ├── Africa_conflicts.png │ ├── ArcCatalog.jpg │ ├── ArcGIS_UTMNAD83.jpg │ ├── Bad_map.jpg │ ├── Boston_large_scale.jpg │ ├── Boston_small_scale.jpg │ ├── Cities_earthquakes.svg │ ├── Clip.svg │ ├── Colby_location_sphere.jpg │ ├── ColorBrewer.png │ ├── Color_space_std_small.jpg │ ├── Conical_Examples.svg │ ├── Conical_projection_secant.svg │ ├── Conical_projection_tangent.svg │ ├── Cylindrical_Examples.svg │ ├── Cylindrical_projection_secant.svg │ ├── Cylindrical_projection_tangent.svg │ ├── Datum_geocentric.svg │ ├── Datum_local.svg │ ├── Diff_neighbors.png │ ├── EBRate_vs_pop_log.png │ ├── EPSG_search.jpg │ ├── Ellipsoid.svg │ ├── Ellipsoid_vs_sphere_distances.svg │ ├── Exclamation_marks.png │ ├── Fonts.svg │ ├── GCS_diff_coord_values.png │ ├── Good_map.jpg │ ├── Income_and_uncertainty.jpg │ ├── Intersect.svg │ ├── K_MC_sim_results_CSR.png │ ├── K_MC_sim_results_inhomogeneous.png │ ├── K_bands.png │ ├── K_function.png │ ├── K_function_iso.png │ ├── K_function_iso_theo.png │ ├── K_vs_g_bands.png │ ├── L_function.png │ ├── Map_elements.png │ ├── Median_income_map.png │ ├── Median_income_results.png │ ├── Moll_Tissot.png │ ├── Moll_Tissot_Zoom.png │ ├── MoranI_distance_band.png │ ├── Non_hom_2.png │ ├── Planar_Examples.svg │ ├── Planar_projection_secant.svg │ ├── Planar_projection_tangent.svg │ ├── Pop_dens.png │ ├── Population.png │ ├── Random_maps.png │ ├── Rate_vs_pop.png │ ├── Rate_vs_pop_log.png │ ├── Sample_rnd_pts.png │ ├── ScaleBar.svg │ ├── Select_attribute_1.jpg │ ├── Select_attribute_2.jpg │ ├── Select_cities.svg │ ├── Select_cities_2.svg │ ├── Select_location_1.jpg │ ├── Three_breaks_compared_2.png │ ├── Three_hist_intervals.png │ ├── Union.svg │ ├── bottom10.png │ ├── bottom10EB.png │ ├── centrography.svg │ ├── datum.png │ ├── field_vs_object.png │ ├── g_function.png │ ├── geodatabase.png │ ├── geoid.png │ ├── geopackage.png │ ├── globe_0_0_center.png │ ├── globe_0_0_center_wide.png │ ├── grid_vs_tess_counts.svg │ ├── grid_vs_tess_density.svg │ ├── grid_vs_tess_layout.svg │ ├── irr_aggr.svg │ ├── labels.png │ ├── lat_vs_lon.png │ ├── poly_fig1.png │ ├── poly_fig2.png │ ├── poly_fig3.png │ ├── poly_fig4.png │ ├── poly_fig5.png │ ├── raw_rates.png │ ├── sf_fig1.png │ ├── sf_fig2.png │ ├── sf_fig3.png │ ├── sf_fig4.png │ ├── sf_fig5.png │ ├── top10.png │ ├── top10EB.png │ ├── unif_aggr.svg │ ├── union_output.png │ ├── v1_and_v2_raw.png │ └── vector_vs_raster.jpg ├── index.html ├── interpolation-in-r.html ├── introGIS.html ├── libs │ ├── Proj4Leaflet-1.0.1 │ │ └── proj4leaflet.js │ ├── anchor-sections-1.1.0 │ │ ├── anchor-sections-hash.css │ │ ├── anchor-sections.css │ │ └── anchor-sections.js │ ├── gitbook-2.6.7 │ │ ├── css │ │ │ ├── fontawesome │ │ │ │ └── fontawesome-webfont.ttf │ │ │ ├── plugin-bookdown.css │ │ │ ├── plugin-clipboard.css │ │ │ ├── plugin-fontsettings.css │ │ │ ├── plugin-highlight.css │ │ │ ├── plugin-search.css │ │ │ ├── plugin-table.css │ │ │ └── style.css │ │ └── js │ │ │ ├── app.min.js │ │ │ ├── clipboard.min.js │ │ │ ├── jquery.highlight.js │ │ │ ├── plugin-bookdown.js │ │ │ ├── plugin-clipboard.js │ │ │ ├── plugin-fontsettings.js │ │ │ ├── plugin-search.js │ │ │ └── plugin-sharing.js │ ├── htmltools-fill-0.5.8.1 │ │ └── fill.css │ ├── htmlwidgets-1.6.4 │ │ └── htmlwidgets.js │ ├── jquery-3.6.0 │ │ └── jquery-3.6.0.min.js │ ├── kePrint-0.0.1 │ │ └── kePrint.js │ ├── leaflet-1.3.1 │ │ ├── images │ │ │ ├── layers-2x.png │ │ │ ├── layers.png │ │ │ ├── marker-icon-2x.png │ │ │ ├── marker-icon.png │ │ │ └── marker-shadow.png │ │ ├── leaflet.css │ │ └── leaflet.js │ ├── leaflet-binding-2.2.3 │ │ └── leaflet.js │ ├── leafletfix-1.0.0 │ │ └── leafletfix.css │ ├── lightable-0.0.1 │ │ └── lightable.css │ ├── proj4-2.6.2 │ │ └── proj4.min.js │ └── rstudio_leaflet-1.3.1 │ │ └── rstudio_leaflet.css ├── mapping-data-in-r.html ├── mapping-rates-in-r.html ├── pitfalls-to-avoid.html ├── point-pattern-analysis-in-r.html ├── raster-operations-in-r.html ├── reading-and-writing-spatial-data-in-r.html ├── reference-keys.txt ├── references.html ├── search_index.json ├── spatial-autocorrelation-in-r.html ├── spatial-operations-and-vector-overlays.html ├── statistical-maps.html ├── style.css ├── symbolizing-features.html └── vector-operations-in-r.html ├── _bookdown.yml ├── _main.rds ├── _output.yml ├── analytics_header.html ├── book.bib ├── elev.img ├── img ├── 1st_2nd_order_property.png ├── 1st_2nd_order_property.svg ├── ANN_graphic1.jpg ├── ANN_graphic2.jpg ├── ANN_graphic3.jpg ├── ANN_graphic4.jpg ├── ANN_hist.png ├── ANN_hist.svg ├── ANN_pop_dens.png ├── ANN_pop_dens.svg ├── Africa_conflicts.jpg ├── Africa_conflicts.png ├── ArcCatalog.jpg ├── ArcGIS_UTMNAD83.jpg ├── Bad_map.jpg ├── Boston_large_scale.jpg ├── Boston_small_scale.jpg ├── Cities_earthquakes.png ├── Cities_earthquakes.svg ├── Clip.png ├── Clip.svg ├── Colby_location_sphere.jpg ├── ColorBrewer.png ├── Color_space_std.jpg ├── Color_space_std_small.jpg ├── Conical_Examples.png ├── Conical_Examples.svg ├── Conical_projection_secant.svg ├── Conical_projection_tangent.svg ├── Cylindrical_Examples.png ├── Cylindrical_Examples.svg ├── Cylindrical_projection_secant.svg ├── Cylindrical_projection_tangent.svg ├── Data │ ├── 2012MaineElections.xls │ ├── ME_elections_2012.dbf │ ├── ME_elections_2012.prj │ ├── ME_elections_2012.sbn │ ├── ME_elections_2012.sbx │ ├── ME_elections_2012.shp │ ├── ME_elections_2012.shp.xml │ ├── ME_elections_2012.shx │ ├── Maine_income_ed.dbf │ ├── Maine_income_ed.prj │ ├── Maine_income_ed.sbn │ ├── Maine_income_ed.sbx │ ├── Maine_income_ed.shp │ ├── Maine_income_ed.shp.xml │ ├── Maine_income_ed.shx │ └── metwp24.shx ├── Datum_geocentric.svg ├── Datum_local.svg ├── Diff_neighbors.png ├── Diff_neighbors.svg ├── EBRate_vs_pop_log.png ├── EBRate_vs_pop_log.svg ├── EPSG_search.jpg ├── Ellipsoid.svg ├── Ellipsoid_vs_sphere_distances.svg ├── Exclamation_marks.png ├── Fonts.svg ├── GCS_diff_coord_values.png ├── GeographicInformationAnalysis_cover.png ├── Globe_0_0_center.png ├── Globe_0_0_center_wide.png ├── Good_map.jpg ├── HH_LL_P.png ├── HH_LL_P.svg ├── HH_LL_P_map.png ├── HH_LL_P_map.svg ├── HH_LL_noP.png ├── HH_LL_noP.svg ├── HH_LL_noP_map.png ├── HH_LL_noP_map.svg ├── HR90.svg ├── IRP_CSR.png ├── IRP_CSR.svg ├── Income_and_uncertainty.jpg ├── Income_and_uncertainty.png ├── Income_and_uncertainty.svg ├── Intersect.png ├── Intersect.svg ├── Invalid_PP.jpg ├── K_MC_sim_results_CSR.png ├── K_MC_sim_results_CSR.svg ├── K_MC_sim_results_inhomogeneous.png ├── K_MC_sim_results_inhomogeneous.svg ├── K_bands.png ├── K_function.png ├── K_function_iso.png ├── K_vs_g_bands.png ├── K_vs_g_bands.svg ├── L_function.png ├── Labels.svg ├── MA.png ├── MA.svg ├── MC_sim_1.png ├── MC_sim_1.svg ├── Maine_income.png ├── Maine_income.svg ├── Map_Critique_1.jpg ├── Map_Critique_2.jpg ├── Map_Critique_3.jpg ├── Map_elements.png ├── Map_elements.svg ├── Median_income_map.png ├── Median_income_map.svg ├── Median_income_results.png ├── Median_income_results.svg ├── Moll_Tissot.png ├── Moll_Tissot_Zoom.png ├── MoranI_distance_band.png ├── MoranI_distance_band.svg ├── MoranI_scatter_plot.png ├── MoranI_scatter_plot.svg ├── Non_hom_2.png ├── Non_hom_2.svg ├── Planar_Examples.png ├── Planar_Examples.svg ├── Planar_projection_secant.svg ├── Planar_projection_tangent.svg ├── Pop_dens.png ├── Pop_dens.svg ├── Population.png ├── Population.svg ├── Random_maps.png ├── Random_maps.svg ├── Rate_vs_pop.png ├── Rate_vs_pop.svg ├── Rate_vs_pop_log.png ├── Rate_vs_pop_log.svg ├── Sample_rnd_pts.png ├── Sample_rnd_pts.svg ├── ScaleBar.svg ├── Select_attribute_1.jpg ├── Select_attribute_2.jpg ├── Select_cities.svg ├── Select_cities_2.svg ├── Select_location_1.jpg ├── Three_breaks_compared_2.png ├── Three_breaks_compared_2.svg ├── Three_hist_intervals.pdf ├── Three_hist_intervals.png ├── Three_hist_intervals.svg ├── Union.png ├── Union.svg ├── Valid_PP.jpg ├── bottom10.png ├── bottom10.svg ├── bottom10EB.png ├── centrography.svg ├── datum.png ├── field_vs_object.png ├── g_function.png ├── geodatabase.png ├── geoid.png ├── geopackage.png ├── grid_vs_tess_counts.jpg ├── grid_vs_tess_counts.svg ├── grid_vs_tess_density.jpg ├── grid_vs_tess_density.svg ├── grid_vs_tess_layout.jpg ├── grid_vs_tess_layout.svg ├── img519.jpg ├── img520.jpg ├── irr_aggr.svg ├── k_function_iso_theo.png ├── labels.png ├── lat_vs_lon.png ├── lat_vs_lon.svg ├── poly_fig1.png ├── poly_fig2.png ├── poly_fig3.png ├── poly_fig4.png ├── poly_fig5.png ├── raw_rates.png ├── raw_rates.svg ├── sf_fig1.png ├── sf_fig2.png ├── sf_fig3.png ├── sf_fig4.png ├── sf_fig5.png ├── top10.png ├── top10.svg ├── top10EB.png ├── unif_aggr.svg ├── union_output.odp ├── union_output.png ├── v1_and_v2_raw.png ├── v1_and_v2_raw.svg └── vector_vs_raster.jpg ├── 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