diff --git a/figures/globe.png b/figures/globe.png
deleted file mode 100644
index b6bc092..0000000
Binary files a/figures/globe.png and /dev/null differ
diff --git a/figures/01-cranlogs.png b/images/01-cranlogs.png
similarity index 100%
rename from figures/01-cranlogs.png
rename to images/01-cranlogs.png
diff --git a/figures/02-sfdiagram.png b/images/02-sfdiagram.png
similarity index 100%
rename from figures/02-sfdiagram.png
rename to images/02-sfdiagram.png
diff --git a/figures/02_datum_fig.png b/images/02_datum_fig.png
similarity index 100%
rename from figures/02_datum_fig.png
rename to images/02_datum_fig.png
diff --git a/figures/02_vector_crs.png b/images/02_vector_crs.png
similarity index 100%
rename from figures/02_vector_crs.png
rename to images/02_vector_crs.png
diff --git a/figures/03_cont_categ_rasters.png b/images/03_cont_categ_rasters.png
similarity index 100%
rename from figures/03_cont_categ_rasters.png
rename to images/03_cont_categ_rasters.png
diff --git a/figures/04-congruence.png b/images/04-congruence.png
similarity index 100%
rename from figures/04-congruence.png
rename to images/04-congruence.png
diff --git a/figures/04-local-operations.png b/images/04-local-operations.png
similarity index 100%
rename from figures/04-local-operations.png
rename to images/04-local-operations.png
diff --git a/figures/04-ndvi.png b/images/04-ndvi.png
similarity index 100%
rename from figures/04-ndvi.png
rename to images/04-ndvi.png
diff --git a/figures/04_focal_example.png b/images/04_focal_example.png
similarity index 100%
rename from figures/04_focal_example.png
rename to images/04_focal_example.png
diff --git a/figures/04_raster_subset.png b/images/04_raster_subset.png
similarity index 100%
rename from figures/04_raster_subset.png
rename to images/04_raster_subset.png
diff --git a/figures/06-contour-tmap.png b/images/06-contour-tmap.png
similarity index 100%
rename from figures/06-contour-tmap.png
rename to images/06-contour-tmap.png
diff --git a/figures/07-s2geos.png b/images/07-s2geos.png
similarity index 100%
rename from figures/07-s2geos.png
rename to images/07-s2geos.png
diff --git a/figures/08_metro_areas.png b/images/08_metro_areas.png
similarity index 100%
rename from figures/08_metro_areas.png
rename to images/08_metro_areas.png
diff --git a/images/09_cycle_hire_app.png b/images/09_cycle_hire_app.png
new file mode 100644
index 0000000..a38236d
Binary files /dev/null and b/images/09_cycle_hire_app.png differ
diff --git a/figures/09_shortest_route.png b/images/09_shortest_route.png
similarity index 100%
rename from figures/09_shortest_route.png
rename to images/09_shortest_route.png
diff --git a/figures/09_twi.png b/images/09_twi.png
similarity index 100%
rename from figures/09_twi.png
rename to images/09_twi.png
diff --git a/figures/10-qgis-raster-map.png b/images/10-qgis-raster-map.png
similarity index 100%
rename from figures/10-qgis-raster-map.png
rename to images/10-qgis-raster-map.png
diff --git a/figures/10-saga-segments.png b/images/10-saga-segments.png
similarity index 100%
rename from figures/10-saga-segments.png
rename to images/10-saga-segments.png
diff --git a/figures/10-sliver.png b/images/10-sliver.png
similarity index 100%
rename from figures/10-sliver.png
rename to images/10-sliver.png
diff --git a/figures/10_shortest_route.png b/images/10_shortest_route.png
similarity index 100%
rename from figures/10_shortest_route.png
rename to images/10_shortest_route.png
diff --git a/figures/12_cv.png b/images/12_cv.png
similarity index 100%
rename from figures/12_cv.png
rename to images/12_cv.png
diff --git a/figures/12_ml_abstraction_crop.png b/images/12_ml_abstraction_crop.png
similarity index 100%
rename from figures/12_ml_abstraction_crop.png
rename to images/12_ml_abstraction_crop.png
diff --git a/figures/12_partitioning.png b/images/12_partitioning.png
similarity index 100%
rename from figures/12_partitioning.png
rename to images/12_partitioning.png
diff --git a/figures/13_bristol.png b/images/13_bristol.png
similarity index 100%
rename from figures/13_bristol.png
rename to images/13_bristol.png
diff --git a/figures/14_census_stack.png b/images/14_census_stack.png
similarity index 100%
rename from figures/14_census_stack.png
rename to images/14_census_stack.png
diff --git a/figures/14_metro_areas.png b/images/14_metro_areas.png
similarity index 100%
rename from figures/14_metro_areas.png
rename to images/14_metro_areas.png
diff --git a/figures/15_rf_pred.png b/images/15_rf_pred.png
similarity index 100%
rename from figures/15_rf_pred.png
rename to images/15_rf_pred.png
diff --git a/figures/15_sa_mongon_sampling.png b/images/15_sa_mongon_sampling.png
similarity index 100%
rename from figures/15_sa_mongon_sampling.png
rename to images/15_sa_mongon_sampling.png
diff --git a/figures/15_study_area_mongon.png b/images/15_study_area_mongon.png
similarity index 100%
rename from figures/15_study_area_mongon.png
rename to images/15_study_area_mongon.png
diff --git a/figures/15_tree.png b/images/15_tree.png
similarity index 100%
rename from figures/15_tree.png
rename to images/15_tree.png
diff --git a/figures/15_xy_nmds.png b/images/15_xy_nmds.png
similarity index 100%
rename from figures/15_xy_nmds.png
rename to images/15_xy_nmds.png
diff --git a/figures/CycleHireApp-2.png b/images/CycleHireApp-2.png
similarity index 100%
rename from figures/CycleHireApp-2.png
rename to images/CycleHireApp-2.png
diff --git a/figures/animus.png b/images/animus.png
similarity index 100%
rename from figures/animus.png
rename to images/animus.png
diff --git a/figures/bikeshop-berlin-1.png b/images/bikeshop-berlin-1.png
similarity index 100%
rename from figures/bikeshop-berlin-1.png
rename to images/bikeshop-berlin-1.png
diff --git a/figures/bookstats-1.png b/images/bookstats-1.png
similarity index 100%
rename from figures/bookstats-1.png
rename to images/bookstats-1.png
diff --git a/figures/bristol_cycleways_zoomed.png b/images/bristol_cycleways_zoomed.png
similarity index 100%
rename from figures/bristol_cycleways_zoomed.png
rename to images/bristol_cycleways_zoomed.png
diff --git a/figures/codecheck.png b/images/codecheck.png
similarity index 100%
rename from figures/codecheck.png
rename to images/codecheck.png
diff --git a/figures/coffeeApp-1.png b/images/coffeeApp-1.png
similarity index 100%
rename from figures/coffeeApp-1.png
rename to images/coffeeApp-1.png
diff --git a/figures/cycle-hire-1.png b/images/cycle-hire-1.png
similarity index 100%
rename from figures/cycle-hire-1.png
rename to images/cycle-hire-1.png
diff --git a/figures/editme.png b/images/editme.png
similarity index 100%
rename from figures/editme.png
rename to images/editme.png
diff --git a/figures/interactive-facets.png b/images/interactive-facets.png
similarity index 100%
rename from figures/interactive-facets.png
rename to images/interactive-facets.png
diff --git a/figures/interactive.png b/images/interactive.png
similarity index 100%
rename from figures/interactive.png
rename to images/interactive.png
diff --git a/figures/leaflet-1.png b/images/leaflet-1.png
similarity index 100%
rename from figures/leaflet-1.png
rename to images/leaflet-1.png
diff --git a/figures/lsl-map-1.png b/images/lsl-map-1.png
similarity index 100%
rename from figures/lsl-map-1.png
rename to images/lsl-map-1.png
diff --git a/figures/lsl-susc-1.png b/images/lsl-susc-1.png
similarity index 100%
rename from figures/lsl-susc-1.png
rename to images/lsl-susc-1.png
diff --git a/figures/mapdeck-mini.png b/images/mapdeck-mini.png
similarity index 100%
rename from figures/mapdeck-mini.png
rename to images/mapdeck-mini.png
diff --git a/figures/mapview-example.png b/images/mapview-example.png
similarity index 100%
rename from figures/mapview-example.png
rename to images/mapview-example.png
diff --git a/figures/mapview.png b/images/mapview.png
similarity index 100%
rename from figures/mapview.png
rename to images/mapview.png
diff --git a/figures/osm-data-id-editor-lnd-cycle-hire.png b/images/osm-data-id-editor-lnd-cycle-hire.png
similarity index 100%
rename from figures/osm-data-id-editor-lnd-cycle-hire.png
rename to images/osm-data-id-editor-lnd-cycle-hire.png
diff --git a/figures/sf-classes.png b/images/sf-classes.png
similarity index 100%
rename from figures/sf-classes.png
rename to images/sf-classes.png
diff --git a/figures/shiny-app.png b/images/shiny-app.png
similarity index 100%
rename from figures/shiny-app.png
rename to images/shiny-app.png
diff --git a/figures/tmview-1.png b/images/tmview-1.png
similarity index 100%
rename from figures/tmview-1.png
rename to images/tmview-1.png
diff --git a/figures/urban-animated.gif b/images/urban-animated.gif
similarity index 100%
rename from figures/urban-animated.gif
rename to images/urban-animated.gif
diff --git a/figures/urban-animated.png b/images/urban-animated.png
similarity index 100%
rename from figures/urban-animated.png
rename to images/urban-animated.png
diff --git a/figures/vector_lonlat.png b/images/vector_lonlat.png
similarity index 100%
rename from figures/vector_lonlat.png
rename to images/vector_lonlat.png
diff --git a/figures/vector_projected.png b/images/vector_projected.png
similarity index 100%
rename from figures/vector_projected.png
rename to images/vector_projected.png
diff --git a/figures/zotero-settings.png b/images/zotero-settings.png
similarity index 100%
rename from figures/zotero-settings.png
rename to images/zotero-settings.png