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indicators.yml
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---
nearest_node_analyses:
Destinations:
categories:
- fresh_food_market
- convenience
- pt_any
category_field: dest_name
filter_field: null
filter_iterations: null
geopackage: '{gpkg}'
layers:
- destinations
notes: The initial value for pt_any will be based on analysis using OSM data;
this will later be copied to a seperate pt_any_osm result, and the final pt_any
variable will be based on the 'best result' out of analysis using GTFS data
(where available) and OSM data
output_names:
- fresh_food_market
- convenience
- pt_osm_any
Public open space:
categories: []
category_field: null
filter_field: null
filter_iterations: null
geopackage: '{gpkg}'
layers:
- aos_public_any_nodes_30m_line
- aos_public_large_nodes_30m_line
notes: null
output_names:
- public_open_space_any
- public_open_space_large
Public transport (GTFS):
categories: null
category_field: []
filter_field: headway
filter_iterations:
- '>=0'
- <=30
- <=20
geopackage: '{gpkg}'
layers:
- pt_stops_headway
notes: null
output_names:
- pt_gtfs_any
- pt_gtfs_freq_30
- pt_gtfs_freq_20
sample_point_analyses:
Best PT (any) access score:
sp_access_pt_any_score:
axis: 1
columns:
- sp_access_pt_osm_any_score
- sp_access_pt_gtfs_any_score
formula: max
Daily living score:
sp_daily_living_score:
axis: 1
columns:
- sp_access_fresh_food_market_score
- sp_access_convenience_score
- sp_access_pt_any_score
formula: sum
Walkability index:
sp_walkability_index:
axis: 0
columns:
- sp_daily_living_score
- sp_local_nh_avg_pop_density
- sp_local_nh_avg_intersection_density
formula: sum_of_z_scores
output:
basic_attributes:
- grid_id
- study_region
- area_sqkm
- pop_est
- pop_per_sqkm
- intersection_count
- intersections_per_sqkm
- urban_sample_point_count
sample_point_variables:
- sp_access_fresh_food_market_score
- sp_access_convenience_score
- sp_access_pt_osm_any_score
- sp_access_public_open_space_any_score
- sp_access_public_open_space_large_score
- sp_access_pt_gtfs_any_score
- sp_access_pt_gtfs_freq_30_score
- sp_access_pt_gtfs_freq_20_score
- sp_access_pt_any_score
- sp_local_nh_avg_pop_density
- sp_local_nh_avg_intersection_density
- sp_daily_living_score
- sp_walkability_index
neighbourhood_variables:
- pct_access_500m_fresh_food_market_score
- pct_access_500m_convenience_score
- pct_access_500m_pt_osm_any_score
- pct_access_500m_public_open_space_any_score
- pct_access_500m_public_open_space_large_score
- pct_access_500m_pt_gtfs_any_score
- pct_access_500m_pt_gtfs_freq_30_score
- pct_access_500m_pt_gtfs_freq_20_score
- pct_access_500m_pt_any_score
- local_nh_population_density
- local_nh_intersection_density
- local_daily_living
- local_walkability
city_variables:
- pop_pct_access_500m_fresh_food_market_score
- pop_pct_access_500m_convenience_score
- pop_pct_access_500m_pt_osm_any_score
- pop_pct_access_500m_public_open_space_any_score
- pop_pct_access_500m_public_open_space_large_score
- pop_pct_access_500m_pt_gtfs_any_score
- pop_pct_access_500m_pt_gtfs_freq_30_score
- pop_pct_access_500m_pt_gtfs_freq_20_score
- pop_pct_access_500m_pt_any_score
- pop_nh_pop_density
- pop_nh_intersection_density
- pop_daily_living
- pop_walkability
extra_unweighted_vars:
- local_nh_population_density
- local_nh_intersection_density
- local_daily_living
- local_walkability
report:
accessibility:
pop_pct_access_500m_fresh_food_market_score:
title: Food market
ghscic_reference:
p25: 19.66
p50: 35.18
p75: 50.65
pop_pct_access_500m_convenience_score:
title: Convenience store
ghscic_reference:
p25: 28.66
p50: 40.09
p75: 48.15
pop_pct_access_500m_public_open_space_any_score:
title: Any public open space
ghscic_reference:
p25: 59.22
p50: 84.94
p75: 90.07
pop_pct_access_500m_public_open_space_large_score:
title: Large public open space
ghscic_reference:
p25: 24.60
p50: 46.75
p75: 62.81
pop_pct_access_500m_pt_any_score:
title: Public transport stop
ghscic_reference:
p25: 63.15
p50: 86.45
p75: 91.40
pop_pct_access_500m_pt_gtfs_freq_20_score:
title: Public transport with regular service
ghscic_reference:
p25: 38.71
p50: 56.71
p75: 76.16
thresholds:
"Mean 1000 m neighbourhood population per km\xB2":
field: local_nh_population_density
scale: log
title: "Neighbourhood population density (per km\xB2)"
criteria: 5677
relationship: ">="
"Mean 1000 m neighbourhood street intersections per km\xB2":
field: local_nh_intersection_density
scale: log
title: "Neighbourhood intersection density (per km\xB2)"
criteria: 106
relationship: ">="
walkability:
ghscic_walkability_reference: -0.447735
ghscic_reference:
local_nh_population_density: {'mean': 11093.1, 'sd': 13637.9}
local_nh_intersection_density: {'mean': 98.44, 'sd': 36.96}
local_daily_living: {'mean': 1.028, 'sd': 0.915}
# These are mean and sd for local neighbourhood statistics from 25 city analysis dated 21 June 2021
# As published in Lancet Global Health series on Urban Design, Transport and Health
# Their use here, for now, is as an empirical reference for comparison purposes
spatial_distribution_figures:
all_cities_walkability:
label: '{phrases[Neighbourhood walkability relative to 25 global cities]}'
outfile: 'all_cities_walkability_{language}.jpg'
range: [-6,6]
tick_labels: ['{phrases[Low]}','','','{phrases[Average]}','','','{phrases[High]}']
pct_access_500m_pt_gtfs_freq_20_score:
label: '{phrases[Percentage of population with access to public transport with service frequency of 20 minutes or less]}'
outfile: 'pct_access_500m_pt_{language}.jpg'
range: [-0,100]
tick_labels: null
pct_access_500m_public_open_space_large_score:
label: '{phrases[Percentage of population with access to public open space of area 1.5 hectares or larger]}'
outfile: 'pct_access_500m_public_open_space_large_score_{language}.jpg'
range: [-0,100]
tick_labels: null
policy:
analyses:
- Presence
- Checklist
- POS
- PT
comparisons:
presence: 15.5
quality: 25.5