Identifying Berkeley’s Most Accessible “Green” Restaurants...

1
Identifying Berkeley’s Most Accessible “Green” Restaurants Tara Harmon & Kathleen M c Cully Graduate Student Instructor Michelle Wray Geography/Landscape Architecture C188 - Lab 107 December 8, 2017 Our Client Berkeley residents are concerned about the environment, but sustainable businesses are not always accessible or advertised to them. We wanted to help residents be conscious consumers by identifying the most accessible of Berkeley’s certified “Green” restaurants. Approach Accessibility Factors 1. Green restaurants: greenbiz.ca.gov 2. Census, network, & contour data: GEOG/LDA C188, Prof. John Radke 3. Price, Restroom, ADA, and dietary accessibility: Yelp, individual restaurant websites and phone calls 4. Transportation data: UC Berkeley geodata Source Data Collection Projection & Datum All of our data is projected in NAD 83 State Plane III (US ft) Three Analysis Methods Suitability Digitize each restaurant Create attribute table of accessibility factors Assign weights Add weights together 3D Analysis Create Triangulated Irregular Network from contours Select and export slopes of 0-5 degrees for wheelchair access Network Analysis Service Area Create service area around AC Transit bus stations with 100 meter breaks Create service area around BART stations with 500 meter breaks. Export service areas to individual layers Union transportation service areas with wheelchair access Target Market Share Set Target Market Share (%) to 75 Set Impedance Cutoff to 1 mile (1609 meters) Restaurant Accessibility Landscape Accessibility Total Accessibility Extrude restaurants 40 feet Drape restaurant accessibility over landscape accessibility Accessibility & Population Demand Convert restaurant features to polygons Overlay target market share on landscape accessibility Black lines show demand filled by any green businesses; blue lines show demand filled by only the most accessible restaurants. Conclusions Total Accessibility highlights several important things. First, most of the certified green businesses are concentrated around campus and the accessibility of the restaurants and landscape across Berkeley varies greatly. This demonstrates the importance of having a database of business practices for consumers, not only for green businesses, but for all businesses in general. Additionally, while a business itself may be accessible, the surrounding area may not be, and vice versa. The target market share analysis demonstrates that the four green restaurants that can serve 75% of the population (in black) are not necessarily the most accessible. When we ran the target market share again with only restaurants of the highest 2 accessibility ratings (in blue) as possible facilities, we needed more businesses to accommodate the same number of people. However, there were two businesses that were both the most accessible and the most convenient: Le Bateau Ivre and Sweet Adeline Bakery (seen in the target market share maps as the southernmost overlapping icons). Physical Accessibility ADA Slope Proximity to public transit Economic Accessibility Average price Social Accessibility Dietary Restrictions Gender Neutral Restrooms Results

Transcript of Identifying Berkeley’s Most Accessible “Green” Restaurants...

  • Identifying Berkeley’s Most Accessible

    “Green” Restaurants Tara Harmon & Kathleen McCully

    Graduate Student Instructor Michelle Wray

    Geography/Landscape Architecture C188 - Lab 107

    December 8, 2017Our Client

    Berkeley residents are concerned

    about the environment, but sustainable

    businesses are not always accessible or

    advertised to them. We wanted to help

    residents be conscious consumers by

    identifying the most accessible of

    Berkeley’s certified “Green” restaurants.

    Approach

    Accessibility Factors

    1. Green restaurants:

    greenbiz.ca.gov

    2. Census, network, & contour data:

    GEOG/LDA C188, Prof. John Radke

    3. Price, Restroom, ADA, and dietary

    accessibility:

    Yelp, individual restaurant websites

    and phone calls

    4. Transportation data:

    UC Berkeley geodata

    Source Data Collection

    Projection &

    Datum

    All of our data is

    projected in NAD 83

    State Plane III (US ft)

    Three Analysis Methods

    Suitability

    Digitize each restaurant

    Create attribute table of

    accessibility factors

    Assign weights

    Add weights together

    3D Analysis

    Create Triangulated Irregular

    Network from contours

    Select and export slopes of 0-5

    degrees for wheelchair access

    Network Analysis

    Service Area

    Create service area around

    AC Transit bus stations with

    100 meter breaks

    Create service area around

    BART stations with 500 meter

    breaks.

    Export service areas to

    individual layers

    Union transportation service

    areas with wheelchair access

    Target Market Share

    Set Target Market Share (%)

    to 75

    Set Impedance Cutoff to 1

    mile (1609 meters)

    Restaurant

    Accessibility

    Landscape

    Accessibility

    Total Accessibility

    Extrude restaurants 40 feet

    Drape restaurant accessibility over

    landscape accessibility

    Accessibility & Population

    Demand

    Convert restaurant features to

    polygons

    Overlay target market share on

    landscape accessibility

    Black lines show demand filled by any green

    businesses; blue lines show demand filled by

    only the most accessible restaurants.

    Conclusions

    Total Accessibility

    highlights several important

    things. First, most of the

    certified green businesses

    are concentrated around

    campus and the

    accessibility of the

    restaurants and landscape

    across Berkeley varies

    greatly. This demonstrates

    the importance of having a

    database of business

    practices for consumers,

    not only for green

    businesses, but for all

    businesses in general.

    Additionally, while a

    business itself may be

    accessible, the surrounding

    area may not be, and vice

    versa.

    The target market share

    analysis demonstrates that

    the four green restaurants

    that can serve 75% of the

    population (in black) are not

    necessarily the most

    accessible. When we ran

    the target market share

    again with only restaurants

    of the highest 2 accessibility

    ratings (in blue) as possible

    facilities, we needed more

    businesses to

    accommodate the same

    number of people. However,

    there were two businesses

    that were both the most

    accessible and the most

    convenient: Le Bateau Ivre

    and Sweet Adeline Bakery

    (seen in the target market

    share maps as the

    southernmost overlapping

    icons).

    Physical Accessibility

    • ADA• Slope• Proximity to public transit

    Economic Accessibility

    • Average price

    Social Accessibility

    • Dietary Restrictions• Gender Neutral Restrooms

    Results