North West Corridor: Land Use Impacts Final report Ernst & Young September 2013 130301 Final Report This report has been prepared for Ernst & Young. SGS Economics and Planning has taken all due care in the preparation of this report. However, SGS and its associated consultants are not liable to any person or entity for any damage or loss that has occurred, or may occur, in relation to that person or entity taking or not taking action in respect of any representation, statement, opinion or advice referred to herein. SGS Economics and Planning Pty Ltd ACN 007 437 729 www.sgsep.com.au Offices in Brisbane, Canberra, Hobart, Melbourne, Sydney 130301 Final Report CONTENTS 1 2 2.1 2.2 2.3 OVERVIEW INTRODUCTION Project background Project objective Project options 2 5 5 5 5 3 3.1 3.2 3.3 3.4 LAND USE OBJECTIVES Strategic land use plans Distillation of challenges, goals and objectives Strategic assessment of options against goals & objectives Overall strategic alignment 8 8 15 15 16 4 FUTURE LAND USE 4.1 Scenario Modelling 4.2 Urban Consolidation Benefits 17 24 28 EJD APPENDIX 30 North West Corridor: Land Use Impacts 1 1 OVERVIEW This report has examined a range of possible transport investments for the North West Corridor in Adelaide. These possible transport investments include both heavy rail and light rail, with combinations of both. From a strategic assessment the various options contribute to the land use objectives set out in the various relevant planning documents (structure plans and the 30 Year Plan). Changes in accessibility, that is the ease by which jobs and services can be accessed, has a significant impact on the location of housing and employment growth. This relationship is well established in the urban economics literature and has been observed in Adelaide between 2006 and 2011 using regression analysis. The impact on the urban form from the various project cases has been modelled for 2036. The input used to understand the impact on the urban form has been the results of MASTEM modelling of the various options. All of these options have been compared to the 2036 Base Case. The Base Case reflects the “do nothing” or “do minimum” which the project case is compared with. The North West Corridor itself is expecting significant development with the current transport network and successful implementation of the planning vision outlined within the 30 Year Plan. The successful implementation of the 30 Year Plan will require key catalysts projects and investments. The most powerful of which are transport investments. To isolate the impact of the transport scenarios on the urban form a revised Base Case which removed the assumed success of the 30 Year Plan has been developed. TABL E 1. DWEL L IN G PRO JE CT IO N S & PUBL IC T RAN S PORT 2011 2036 Growth Revised Base Case (No 30 Year Plan) North Haven 6,447 7,417 15% 7,000 1.8% Public Transport Mode Share Origin 3.7% Largs Bay - Semaphore Port Adelaide Woodville - Cheltenham Beverley Royal Park - Hendon - Albert Park West Lakes Seaton - Grange Hindmarsh - Brompton 7,499 5,326 6,690 3,481 10,658 7,260 11,663 5,320 42% 36% 74% 53% 2.0% 2.5% 2.7% 1.7% 4.6% 3.2% 3.5% 3.1% 2,708 3,226 19% 9,500 6,800 9,000 4,600 3,100 1.6% 2.9% 6,897 7,694 8,084 8,841 9,940 14,146 28% 29% 75% 8,700 9,100 12,900 0.9% 1.0% 3.2% 2.3% 3.7% 3.4% SA2 Public Transport Mode Share Destination Source: MASTEM Base Case Land Use Projections Examining recent development along existing light rail corridors both in Adelaide and elsewhere has shown that light rail can unlock roughly a 1 per cent year higher increase in dwelling densities than other forms of transport. So over a twenty five year period light rail can yield 10 per cent more dwellings than other transport modes. That is assuming that the transport outcomes are not significantly different. The MASTEM modelling suggests that public transport usage travel along the North West Corridor will play a very minimum role. Most locations along the corridor have on average less than 5 per cent of journeys by public transport. Public transport will have a much greater role in trips to the Adelaide CBD (36.9 per cent). North West Corridor: Land Use Impacts 2 Accessing opportunities under the Base Case will be predominately be provided by car travel. The modelling suggests that changes to public transport offer in the North West Corridor will influence the locational decisions of a small segment of the population. The various project cases are summarised below: Project Case 1 Electrified Heavy Rail from Outer Harbor to Adelaide Railway Station, with a light rail extension from AEC along Port Road median to Woodville, then linking to West Lakes and Grange (post 2021). Project Case 1A In addition to Project Case 1 there is an underground rail link under the Adelaide CBD post 2021 Project Case 1B In addition to Project Case 1 there is a light rail link from AEC along an alternative corridor to Woodville/West Lakes and Grange via Grange Road/Crittendon Road/Findon Road/Woodville Road and thence along the Grange rail corridor. This alignment has been proposed as an alternative corridor. Project Case 1C Is an extension of PC1. It includes a new tram service between South Terrace and Port Wharf (10min frequency). This service runs along Port Road, and has new stops at Old Port Road, Queenstown, Commercial Road and Port Wharf. Project Case 2 Light rail along the existing OH rail corridor between Outer Harbor and the AEC, with on-street running into the CBD. Light rail services link to Port Adelaide/Grange and to West Lakes (post 2021). The light rail would operate on-street through Port Adelaide, and services would link from Woodville to Grange and West Lakes. Project Case 2B In additional to the Project Case 2 there would be light rail city loop around the Adelaide CBD area, linking North Terrace west through the western, southern and eastern sectors of the CBD Project Case 2C is a cross between PC1C and PC2. All tram services are realigned to run along Port Road, instead of the rail corridor. The Outer Harbor service is changed to operate along Port Road to Port Adelaide (as in PC1C), and then follows PC2 route from Port Adelaide to Outer Harbor. TABL E 2. S CE NARIO DW EL LI NG I M PAC T SA2 North Haven Largs Bay - Semaphore Port Adelaide Woodville - Cheltenham Beverley Royal Park - Hendon - Albert Park West Lakes Seaton - Grange Hindmarsh - Brompton Northwest Corridor - Subtotal Rest of Adelaide Total Adelaide Project Case 1 Project Case 1a Project Case 1b Project Case 1c Project Case 2 Project Case 2b Project Case 2c 30 25 20 35 185 255 220 45 80 30 15 45 75 30 10 30 75 15 10 55 145 55 15 270 325 200 85 350 250 320 135 10 10 10 10 110 90 265 475 220 80 95 50 50 330 45 45 95 70 10 45 70 75 370 340 240 325 290 330 435 415 280 520 640 100 380 2,385 285 1,200 830 120 2,080 960 2,455 1,685 2,570 740 2,765 1,485 950 3,040 4,140 Source: SGS Economics & Planning North West Corridor: Land Use Impacts 3 1,985 4,555 In summary the Project Case 2s appear to provide the greatest opportunities for urban consolidation than the Project Case 2s. While these scenarios have poorer travel time outcomes, the impact of light rail will tended to offset this from an urban renewal point of view. TABL E 3. S CE NARIO EM PLOYM EN T IM PACT SA2 North Haven Largs Bay - Semaphore Port Adelaide Woodville - Cheltenham Beverley Royal Park - Hendon - Albert Park West Lakes Seaton - Grange Hindmarsh - Brompton Northwest Corridor - Subtotal Rest of Adelaide Total Adelaide Project Case 1 Project Case 1a Project Case 1b Project Case 1c Project Case 2 Project Case 2b Project Case 2c 65 60 55 95 200 265 230 115 310 55 20 115 305 55 15 100 305 40 15 100 105 200 85 305 370 195 75 385 460 315 125 290 875 215 75 15 15 15 55 55 85 90 150 150 155 145 145 15 170 110 5 55 415 450 310 310 155 360 395 265 515 335 315 1,035 45 1,080 870 2,330 3,200 815 535 1,350 1,560 85 1,645 1,975 1,110 3,085 2,655 1,560 4,215 2,940 1,840 4,780 Source: SGS Economics & Planning However, unlocking increased uplifts (in both dwellings and employment) is an interaction between transport accessibility, land use controls / incentives and commercial feasibility. There is a feedback loop between these various aspects. The analysis of various options suggests that a PC1 transport option could unlock 740 additional dwellings. However, modelling of other scenarios shows that land use / transport changes along the corridor could unlock up to 4,555 dwellings (PC2C). Investigating the policy interventions which can achieve help to achieve the higher dwelling uplift can be used to refine and optimise the various options. North West Corridor: Land Use Impacts 4 2 2.1 INTRODUCTION Project background SGS Economics and Planning Pty Ltd (SGS), as part of a team led by Ernest & Young (EY) has previously reviewed the strategic merit of the public transport options for the North West Corridor of Adelaide. This review identified that a Light Rail only option offers a number of important strategic advantages, which render it a promising alternative to a mix of Heavy Rail and Light Rail in the long term. However, the initial review found that additional or more detailed analysis was required to reach an investment decision or to justify the inclusion of a particular option within the State’s focus on integrating transport and land use. 2.2 Project objective The consulting team has subsequently been commissioned by the Department for Planning, Transport and Infrastructure (DPTI) to undertake this additional work. SGS’s role within this context was as follows: Document the key land use challenges for the NW Corridor Define land use goals and objectives for the NW Corridor At a strategic level, assess how the public transport options for the corridor contribute to these goals and objectives, and Determine and agree the scope of analysis for assessing the land use uplifts associated with each public transport option. Undertake the analysis to estimate the land use uplift, in terms of population, dwellings and employment (by major industry group) suitable for MASTEM modelling over the long term. This report documents the high level assessment of each public transport option with respect to the land use goals and objectives for the Corridor. It also described the results from the land use forecasts. 2.3 Project options There are a range of public transport options under consideration. A brief summary of each option and some implications which will be considered are presented in Figure 1. North West Corridor: Land Use Impacts 5 F I GU RE 1 S U MM ARY O F PRO JEC T O PT IO N S Project Case 1 Electrified Heavy Rail from Outer Harbor to Adelaide Railway Station, with a light rail extension from AEC along Port Road median to Woodville, then linking to West Lakes and Grange (post 2021). Project Case 1A In addition to Project Case 1 there is an underground rail link under the Adelaide CBD post 2021 Project Case 1B In addition to Project Case 1 there is a light rail link from AEC along an alternative corridor to Woodville/West Lakes and Grange via Grange Road/Crittendon Road/Findon Road/Woodville Road and thence along the Grange rail corridor. This alignment has been proposed as an alternative corridor. Project Case 1C Is an extension of PC1. It includes a new tram service between South Terrace and Port Wharf (10min frequency). This service runs along Port Road, and has new stops at Old Port Road, Queenstown, Commercial Road and Port Wharf. Project Case 2 Light rail along the existing OH rail corridor between Outer Harbor and the AEC, with on-street running into the CBD. Light rail services link to Port Adelaide/Grange and to West Lakes (post 2021). The light rail would operate on-street through Port Adelaide, and services would link from Woodville to Grange and West Lakes. Project Case 2B In additional to the Project Case 2 there would be light rail city loop around the Adelaide CBD area, linking North Terrace west through the western, southern and eastern sectors of the CBD. Project Case 2C This is a cross between PC1C and PC2. All tram services are realigned to run along Port Road, instead of the rail corridor. The Outer Harbor service is changed to operate along Port Road to Port Adelaide (as in PC1C), and then follows PC2 route from Port Adelaide to Outer Harbor. Factors to be considered Avoid the need for Torrens Junction grade separation and reduces cost for South Road overpass Removes service extensions from Grange (or Port) Roads Enables flexibility with station locations Frequency of services Is capacity at Adelaide Rail Station increased, enabling enhanced servicing on other rail corridors? Removes mode transfer requirements in CBD Costs less to deliver and therefore may be delivered earlier. Includes no express services. Has longer in-vehicle travel times to CBD (but similar door to door travel times). Forces more patrons to stand vs. sit (reduced comfort). May have adverse road traffic implications, potentially requiring Kilkenney Rd and Woodville Road grade. separations, and increased capacity on tram city loop. May limit very long term rail capacity. The background information also suggests that, from a land use perspective, the light rail options would better enables transit oriented development (TOD) at Bowden and Port Adelaide, and acts as a broader development catalyst along the corridor. However, to some extent the light rail land use development superiority may be offset by heavy rail enhanced activation of Port Road. North West Corridor: Land Use Impacts 6 The background information also highlights that both options have a broadly similar network footprint and service catchments, with the MASTEM derived population catchment for heavy rail being 38,000 in 2036, and light rail catchment being 34,850. The extent to which station location drives this difference is unclear. The growth forecast along Port Road enabled by heavy rail might explain some of this difference. North West Corridor: Land Use Impacts 7 3 3.1 LAND USE OBJECTIVES Strategic land use plans 30 Year Plan for Greater Adelaide The 30 Year Plan for Greater Adelaide (the Plan) released in 2009 anticipates a population increase of 560,000, approximately 258,000 additional dwellings and the creation of at least 282,000 jobs over a thirty year period. In accommodating that growth the plan identifies a new urban form. Characteristics of this new urban form include: Concentrating new housing in existing areas Locating new housing and new jobs in transport corridors Establishing new transit-oriented development Increasing densities around stations and transport interchanges Creating vibrant mixed-use precincts Revitalising the Adelaide City centre and other higher-order activity centres. To achieve the new urban form requires the transition from the current urban development pattern of 50 per cent of new development in infill locations and 50 per cent in greenfield areas to 70 per cent infill development and 30 per cent greenfield over 30 years. This will result in more than 50 per cent of the region’s new housing growth being concentrated in transit corridors that have, or are planned to have mass transit. The various heavy and light rail options being assessed in this report are located in the western region of Greater Adelaide. Figure 1 shows a map of the western region. The Western Region has a target of an additional 83,000 people over 30 years. Approximately 75% of this new population, or 62,100 people, are to be located within transport corridors including Transit Oriented Development sites (TODs). 42,560 new dwellings are to be developed in the western region with 33,060 to be located in corridors (including TODs) and 9,500 outside corridors. The region has a target of 40,500 additional jobs over 30 years. The Plan identifies four TODs in the western region: Woodville Bowden West Lakes Port Adelaide. Corridors for increased densities in the region are: Adelaide – Outer Harbour rail corridor Woodville – Grange rail corridor Grange line – West Lakes planned mass transit corridor Grange Road potential mass transit corridor Major road corridors including Port Road. North West Corridor: Land Use Impacts 8 F I GU RE 2 . W EST ERN ADE L AI DE DI RE CT IO NS M AP Source: Department of Planning, Transport and Infrastructure (SA), 2010 North West Corridor: Land Use Impacts 9 Capital City Development Plan Amendment The Capital City Development Plan Amendment (DPA) was approved by the Minister for Planning by notice in the South Australian Government Gazette on 25 October 2012. The policies will provide a sound platform for development, attract investment and stimulate more activity and vibrancy in the heart of the city and around the Adelaide Park Lands. The DPA also allow for changes in building heights, a greater mix of uses and more vibrant main streets. This should allow better defined boulevards and activation of the city squares. The DPA also allows for innovative developments on large ‘catalyst sites’ that will stimulate more vibrant neighbourhoods around them. Inner Metro Rim Structure Plan Broadly defined, the Inner Metropolitan Rim is the part of inner metropolitan Adelaide adjacent to the parklands and roughly within one km from the outer edge of Adelaide’s Central Business District. Given the existing concentration of infrastructure, employment opportunities, mixed-use infill corridors identified in The 30-Year Plan for Greater Adelaide, access to public transport, and proximity to the CBD, it is considered to be an important area for future development. To help guide future development in these locations, the State Government released the Inner Metro Rim Structure Plan to further refine the directions set out in The 30-Year Plan for Greater Adelaide. The inner rim has been divided into 14 sectors (see Figure 3). F I GU RE 3 . S EC TO R PL AN BO UN DARIE S Source: Department of Planning, Transport and Infrastructure (SA), 2012 Most relevant to this discussion is Sector 13 (River Torrens (West) – Sixth Street). Sector 13 is centred on Port Road between the northern edge of the parklands and South Road (see Figure 4). Key built form elements identified for this sector include: North West Corridor: Land Use Impacts 10 A ‘Port Road gateway’ at the corner of Port Road and Park Terrace with a vision for 6-14 storey buildings with commercial and office uses on the ground level with office and residential above. Higher density mixed use development for the majority of the sector including: 4-6 storey development along Port Road 3-8 storey buildings along Gibson Street, Bowden’s proposed high street 3-14 storeys in the immediate surrounds of Gibson Street. Commercial infill development of 3-5 storeys along Adam Street and South Road with 4-5 storey building heights at the intersection of Manton and Holden Streets. F I GU RE 4 . S EC TO R PL AN 13 Source: Department of Planning, Transport and Infrastructure (SA), 2012 Key corridor master plans for Transit Oriented Developments In the western region four sites for Transit Oriented Developments were identified in The 30 Year Plan for Greater Adelaide: Bowden, Woodville, Port Adelaide and West Lakes. To date, Master Plans have been developed for Bowden and Woodville. The Master Plan for Port Adelaide is currently being updated, however, a review of background documents has been undertaken to inform the development of the Master Plan, which discusses the key priorities and challenges for the area. This background report is reviewed in this section. Bowden Urban Village Revised Master Plan The site covers approximately 40 hectares predominantly located north of the Outer Harbour Rail Line and approximately three kilometres north-west of the Adelaide CBD. The site includes the Bowden North West Corridor: Land Use Impacts 11 Urban Village (approximately 20 hectares), a small strip of land between the train line and Port Road and two former industrial sites: the former Clipsal factory site and the Origin Energy site. F I GU RE 5 . BOW DE N CON TEX T M AP Source: Annand Alcock Urban Design and LFA Pacific, 2011 The site has been divided into six precincts (see Figure 6). Development of these precincts is anticipated to include areas of low to mid rise residential development (the Urban Village component of the site is anticipated to yield 2,400 new dwellings at a site density of 145 dwellings per hectare); a retail and mixed use core; a Port Road Gateway with significant commercial based mixed use development and commercial and mixed use development along Port Road. The railway line is to be undergrounded to enable the development of Bowden Station Square which is to be the focus of the village where the rail interacts with the commercial, retail and community heart. North West Corridor: Land Use Impacts 12 F I GU RE 6 . PRE CI N CT M AP Source: Annand Alcock Urban Design and LFA Pacific, 2011 Woodville Village Masterplan The study area is located approximately 7.5 kilometres north-west of the Adelaide CBD. It is centred on Woodville Road between Torrens Road and Port Road and consists of land covered by the Woodville District Centre Zone. The Woodville Railway Station is located centrally in the study area and is the junction of the Outer Harbour and Grange train lines. North West Corridor: Land Use Impacts 13 F I GU RE 7 . S TU DY ARE A Source: Jensen Planning + Design, 2010 Key elements of the master plan include: A gateway to the study area with increased densities of 4-6 storeys and mixed uses at the Port Road/ Torrens Road junction but with a particular focus on health services. A civic and retail heart with a mix of retail, residential and commercial uses in 4-6 storey buildings lining Woodville Road. New residential development with a mix of medium and higher density housing options in medium to high rise buildings. Port Adelaide Master Plan Review of Background Documents Planning for the revitalisation of Port Adelaide has been the subject of a number of plans over the past twenty year. Renewal SA is currently working with the community to create a ‘living port’. The aim is to have more people living, working, investing and spending time in Port Adelaide. Together with City of Port Adelaide Enfield, Renewal SA has commenced promoting a series of events and infrastructure works to increase public open space areas, restore historic building and activate Port Adelaide for both locals and visitors. North West Corridor: Land Use Impacts 14 These projects are intended to revitalise the use of land and space at Port Adelaide, providing access to the waterfront of the Inner Harbour. With these investments and initiatives over time Port Adelaide will attract more private sector investment which will aid in the revitalisation of the centre. West Lakes (AAMI Stadium Precinct) West Lakes is the site of the current AAMI Stadium home to the SANFL. From 2015, AFL games will move to the redeveloped Adelaide Oval. This has presented the opportunity for a significant urban renewal. The Development Plan Amendment (DPA) to allow this renewal to take place was on was on public consultation during February and April 2013. The DPA proposes a mix of uses and higher density housing for the area affected. It introduces: an Urban Core Zone to support compact, medium to high density development around public transport improvements a Main Street Policy Area to support a hub for community activities, residents and businesses 3.2 Distillation of challenges, goals and objectives From the above review of The 30 Year Plan for Greater Adelaide and of completed master plan for TODs within Western Adelaide (which cover the NW Corridor), the following distillation of land use challenges, goals and objectives can be conceived: Increased residential and commercial density (in the TODs and along corridors) Higher densities at key intersections / gateways (at the edge of relevant TODs) Mixed uses (within TODs and along corridors) Integration of train stations (with surrounding land uses) Improved public realm (in TODs and corridors specifically, and more generally) Revitalising the Adelaide City centre and other higher-order activity centres. 3.3 Strategic assessment of options against goals & objectives Land use characteristic Heavy Rail Options Increased residential and commercial density (in the TODs and along corridors) Heavy rail is likely to intensify density around stations but with more limited development along the corridor. This may be dependent to some extent on the spacing of stations. Light Rail Options Light rail is likely to have a greater benefit for development along the rail corridor, as well as in the TODs (outside of the immediate catchment of the station). However, the intensity of development that eventuates may be less around railway stations than with heavy rail. This may be dependent to some extent on the spacing of stations/ the number of light rail stops. Given the larger footprint of development opportunities enabled by light rail, i.e. along the corridor, the actual delivery of increased residential and commercial density might be better facilitated under Option 2. Higher densities at key intersections / gateways (at the edge of relevant Heavy rail could contribute to higher density development at these locations if they are close to a train station. However, Light rail could contribute to higher density development at these locations if they are close to a train station/ stop. North West Corridor: Land Use Impacts 15 Land use characteristic Heavy Rail Options Light Rail Options TODs) the intensity of development in these locations will be heavily impacted by other factors including the commercial viability of higher density development. However, intensity of development in these locations will be heavily impacted by other factors including the commercial viability of higher density development. Mixed uses (within TODs and along corridors) Would promote mixed uses but would be focussed around railway stations. Would promote mixed uses at stations and also along corridors. Integration of train stations (with surrounding land uses) Heavy rail corridors have limited permeability and restrict movement across the corridor. However, this can be overcome by undergrounding the railway station, as proposed in Bowden. Light rail corridors and stations are more open and permeable than heavy rail and therefore better enable land use integration. Improved public realm (in TODs and corridors specifically, and more generally) Public realm improvements are possible along a heavy rail corridor and at stations. However, the scale and permeability of heavy rail can impact the quality of public realm improvements. Undergrounding the station can ameliorate some of those impacts and potentially provide more public space in centres. The permeability and scale of light rail lines and stations makes it more amenable, enabling better quality public space both along the corridor and at stations/ stops. Revitalising the Adelaide City centre and other higher-order activity centres The termination of the line at the Adelaide Railway Station, located on the northern edge of the CBD, would have benefits for the development of the northern end of the CBD (which is already the centre of commercial employment) but with more limited impact for the CBD as it extends south. The flexibility of light rail means it could travel down King William Street terminating centrally in the CBD at Victoria Square or even further south. This would contribute to the revitalisation of a greater area of the CBD. 3.4 Overall strategic alignment While both options contribute to the land use objectives distilled from available policy documents and plans, the light rail options appears to provide greater support. Light rail supports intensification of development in both TODs and along transit corridors, is better able to be integrated with surrounding land uses, better supports improvements to the public realm both at stations and along the corridor, and is more flexible enabling the line to extend into the CBD. North West Corridor: Land Use Impacts 16 4 FUTURE LAND USE Well established economic theory indicates that over time, firms will tend to locate closer to areas that improve their land use efficiency. Locating in areas with superior accessibility reduces transaction costs through ease of contact with suppliers and customers. Crucially, this also increases access to a skilled labour force. The theoretical underpinnings of the relationship between land price and accessibility can be seen graphically in Figure 8. F I GU RE 8 . DE M AN D F O R DI FF ERE NT L AN D U SE AS A F U NC TI ON O F AC CES S I BI L ITY Source: SGS Economics & Planning Whilst all firms prefer locations with high levels of accessibility, their ability to pay for locational advantages will differ, as do their aggregate land use demands. Land use demands between industries and the collar of the workers (blue and white) generally differ based on the functioning of their industries. Land use demands by service industries are small relative to other industries, such as manufacturing and wholesale trade. Those industries require large amounts of land, relative to service firms. Furthermore, land rents can be shared across multiple firms as office towers use the relatively cheaper option of expanding vertically, rather than having large parcels of land. This contributes to the ability of service firms to locate within the confines of a heavily dense area of employment and population such as the CBD, whereas Manufacturing and Wholesale Trade tend to locate further away from highly dense areas for their larger land requirements. Ways to improve accessibility of firms differ across industries based on their customer and supplier base. Generally, Manufacturing requires quality road infrastructure and as a consequence tend to locate closer to areas where they have access to major road networks. Both their suppliers and customers tend to have a similar accessibility requirement. Therefore efficiencies can be gained for those industries when they locate closer to points of road infrastructure. However, this is not necessarily the case for service industries. Whilst all firms require timely access to their suppliers, employees and customers, their strategic ability to access those people differ based on the function of their business models. North West Corridor: Land Use Impacts 17 Opportunities for access to employment apply in a similar way to households as they do for industries. People, over time, will adjust their residential location due to a wide range of factors, some of which are access to employment, education, essential services and recreation. Literature indicates that these choices tend to be constrained due to factors such as family and historical ties to a region or corridor. For these reasons many people and families may tend to locate ‘within corridors’, rather than moving ‘across town’. However, when moves are made within this context the relative accessibility of the two areas is a key consideration. Measuring accessibility through Effective Job Density SGS has developed a measure of accessibility within a specified geographical region and the ability of an area to access overall economic activity across the whole of Adelaide, known as Effective Job Density (EJD). The change in EJD associated with an infrastructure or land use initiative is estimated via the same method used to calculate the base EJD. The difference between the base case EJD and a project case EJD will depend on the project inputs and data availability. Both projected travel times and the share of public transport use could be affected by a project. Additionally, the level of future employment in a particular location could change. A project case EJD can then be estimated using these altered inputs and compared to a base EJD estimated for the corresponding year. Each of the changes to EJD inputs will have a differing impact on EJD. Increasing employment in a particular location will impact on EJD. A reduction in travel times (both public and private transport) has an impact of increasing EJD. Increasing the share of public transport use can have adverse impacts on EJD depending on the project. If a greater share of commuters are travelling on public transport which still has a longer average travel time than private vehicle, EJD will fall. Quantifying changes to relative accessibility is achieved by translating the absolute EJD values into a relative EJD index (which takes values between 0 and 1). The index is based on the SA2 that has the highest EJD across the base case and the various project cases. The relative EJDs of selected SA2s are shown below for the base case. The highest EJD was observed in Adelaide, giving it a relative EJD value of 1. Conversely, the lowest relative EJD occurs in Light. TABL E 4. REL AT IV E E J DS – EX AM PL E S A2S SA2 Base Case EJD Index Adelaide 0.998 Port Adelaide 0.425 Beverley 0.517 Paradise – Newton 0.367 West Beach 0.387 Woodville - Cheltenham 0.533 Light 0.001 Source: SGS Economics & Planning The regression equation used to estimate the relationship between industry movements, accessibility and households is shown below. For employment there is a secondary effect resulting from the estimated shifts in households. That is, many industries depend on a local population as either customers or skilled workers. Therefore, an increase in population in an area often results in a further increase in population servicing employment. North West Corridor: Land Use Impacts 18 𝐼𝑛𝑑𝑢𝑠𝑡𝑟𝑦 𝑆ℎ𝑎𝑟𝑒𝑖 = 𝛽0 + 𝛽1 𝑅𝑒𝑙𝑎𝑡𝑖𝑣𝑒 𝐸𝐽𝐷𝑖 + 𝛽2 𝐻𝐻 𝑆ℎ𝑎𝑟𝑒𝑖 + 𝜀 and 𝐻𝑜𝑢𝑠𝑒ℎ𝑜𝑙𝑑 𝑆ℎ𝑎𝑟𝑒𝑖 = 𝛽0 + 𝛽1 𝑅𝑒𝑙𝑎𝑡𝑖𝑣𝑒 𝐸𝐽𝐷𝑖 + 𝛽3 𝐶𝐵𝐷𝑖 + 𝜀 Where: 𝑅𝑒𝑙𝑎𝑡𝑖𝑣𝑒 𝐸𝐽𝐷𝑖 = Relative Effective Job Density for SA2 i 𝐼𝑛𝑑𝑢𝑠𝑡𝑟𝑦 𝑆ℎ𝑎𝑟𝑒𝑖 = The share of an industry’s metropolitan employment within SA2 i 𝐻𝐻 𝑆ℎ𝑎𝑟𝑒𝑖 = The share of metropolitan Households within SA2 i 𝛽0 = Constant term 𝐶𝐵𝐷𝑖 = Indicator variable identifying whether SA2 i forms part of the CBD 𝜀= Error term Housing growth is often focused on two broad regions, fringe growth areas or inner city. Greenfield growth is predominately a result of large amounts of land supply from significant areas of land being rezoned as urban residential. Strong growth within the inner city can be attributed to a preference to be close to jobs, services and the city’s core (i.e. accessibility). As a result households have been estimated to have a strong propensity to relocate due to changes in accessibility. The estimated relationship is shown below. 𝐻𝑜𝑢𝑠𝑒ℎ𝑜𝑙𝑑 𝑆ℎ𝑎𝑟𝑒𝑖 0.0055 0.0099 ∗ 𝑅𝑒𝑙𝑎𝑡𝑖𝑣𝑒 𝐸𝐽𝐷𝑖 0.0006𝐶𝐵𝐷𝑖 = + + (0) (𝑝 𝑣𝑎𝑙𝑢𝑒𝑠) (0) (0.9) This statistical relationship and the travel time data from the various options are used to determine the future location of households and jobs relative to the base case. If an area becomes more accessible it will draw in households and jobs from across Adelaide. The model is static in that new jobs and households are not created. The total number of households and jobs remains fixed to the base case totals. They can only be redistributed across Adelaide. Light Rail Vs Heavy Rail Urban amenity enhancements undoubtedly have an impact on land development potential. When comparing electric trains and light rail vehicles, the question of relative amenity is largely determined by: Noise and emissions levels The need for corridor fencing and in some places grading (recessed or elevated tracks) and the severance this causes, and The aesthetics of suppoting rail infrastructure requirements, along the corridor and around station locations. It is for these types of reasons that light rail is becoming increasingly common investment. New light rail lines have been recently constructed in internationally including in France, United Kingdom and there are a range of projects in Australia at various stages of development. The introduction of light rail into an urban renewal site is not a guarantee of increase activity and investment attraction. There are some key points which must be considered: Would the light rail provide better accessibility than other forms of transport? Is land use planning aligned with the introduction of the light rail? Are the economic fundamentals of the city robust? Can the light rail provide branding opportunities for investment attraction? How does the public view light rail as a form of transport? Will the light rail link together existing commercial hubs or provide business with access to a potential labour force? North West Corridor: Land Use Impacts 19 Examining recent development along Adelaide’s current light rail corridor and other light rail corridors in Australia (particular Melbourne) has shown that light rail can unlock roughly a 1 per cent year higher increase in dwelling densities than other forms of transport. So over a twenty five year period light rail can yield 10 per cent more dwellings than other transport modes. That is assuming that the transport outcomes are not significantly different. This light rail effect has been included in the modelling approach. 2036 Base Case The Base Case reflects the “do nothing” or “do minimum” which the project case is compared with. The Base Case small area land use projections are those currently used in MASTEM. Figure 9 and Figure 10 present the travel zone household and employment growth expected under this Base Case between 2011 and 2036. The North West Corridor itself is expecting significant development with the current transport network and planning vision outlined within the 30 Year Plan. The MASTEM modelling suggests that public transport usage to travel to and from the North West Corridor will play a very minimum role. Most locations along the corridor have on average less than 5 per cent of journeys by public transport. Public transport will play a much greater role in trips to the Adelaide CBD (36.9 per cent). TABL E 5. 2036 BASE C AS E DWE LL I NG PROJE CT IO NS SA2 15% Public Transport Mode Share Destination 1.8% Public Transport Mode Share Origin 3.7% 10,658 7,260 11,663 5,320 3,226 8,841 9,940 14,146 42% 36% 74% 53% 19% 28% 29% 75% 2.0% 2.5% 2.7% 1.7% 1.6% 0.9% 1.0% 3.2% 4.6% 3.2% 3.5% 3.1% 2.9% 2.3% 3.7% 3.4% 20,484 5,749 133% 22% 36.9% 20.5% 7.9% 3.7% 2011 2036 Growth North Haven 6,447 7,417 Largs Bay - Semaphore Port Adelaide Woodville - Cheltenham Beverley Royal Park - Hendon - Albert Park West Lakes Seaton - Grange Hindmarsh - Brompton 7,499 5,326 6,690 3,481 2,708 6,897 7,694 8,084 Adelaide North Adelaide 8,809 4,717 Source: MASTEM Base Case Land Use Projections Accessing opportunities under the Base Case will be predominately provided by car travel. The modelling suggests that public transport in the North West Corridor will only service a small segment of the population. As a result of changes of to the public transport offer in the North West Corridor will influence the locational decisions of a small segment of the population. North West Corridor: Land Use Impacts 20 F I GU RE 9 BASE C AS E HO USE HOL D G ROW T H (2011 – 2 0 3 6 ) North West Corridor: Land Use Impacts 21 F I GU RE 1 0 B ASE C AS E E M PLOY ME NT GROW T H (2011 – 2 0 3 6) North West Corridor: Land Use Impacts 22 TABL E 6. 2036 BASE C AS E E M PLOY ME NT PROJE CT IO N S SA2 2011 2036 Growth Public Transport Mode Share North Haven Largs Bay - Semaphore Port Adelaide Woodville - Cheltenham Beverley Royal Park - Hendon - Albert Park West Lakes Seaton - Grange Hindmarsh - Brompton 3,166 2,830 9,193 7,211 5,696 3,014 4,001 1,743 10,425 3,335 3,463 10,644 7,966 6,104 2,670 5,531 1,886 11,881 15% 42% 36% 74% 53% 19% 28% 29% 75% 1.8% 2.0% 2.5% 2.7% 1.7% 1.6% 0.9% 1.0% 3.2% Adelaide North Adelaide 98,562 9,138 132,115 12,031 133% 22% 36.9% 20.5% Source: MASTEM Base Case Land Use Projections Have Transport Improvements already built into the Base Case? The Base Case has a significant amount of developments along the corridor over the next 25 years when compare to the past twenty five years. Much of this growth is based on the assumed successful implementation of the 30 Year Plan. The 30 Year Plan has a strong transport corridor focus which implies transport improvements. Recent trends and the growth anticipated with the successful implementation of the 30 Year Plan is somewhat misaligned. The table below presents population growth as an example. While there are a range of factors (including average person per household and residential development) which influence the population growth the past trends are at odds with the 30 Year Plan Base Case. TABL E 7. PO PU L AT IO N GRO WT H AN D PRO JE CT IO NS SA2 North Haven Largs Bay - Semaphore Port Adelaide Woodville - Cheltenham Beverley Royal Park - Hendon - Albert Park West Lakes Seaton - Grange Hindmarsh - Brompton 1991 14,409 2011 14,426 Growth 17 2031 14,946 Growth 520 14,240 10,688 14,395 7,957 14,966 11,114 15,785 7,452 726 426 1,390 -505 20,601 13,792 22,042 10,475 5,635 2,678 6,257 3,023 5,811 5,858 47 6,710 852 16,279 15,188 14,786 14,521 16,285 17,210 -1,758 1,097 2,424 17,111 20,052 27,344 2,590 3,767 10,134 Source: ABS Regional Population Growth, Australia (cat. no. 3218.0) and MASTEM Base Case Land Use Projections To understand what impact the transport investments may have on urban development a new Base Case has been developed which uses a more trend based approach to understand future growth. Major redevelopment sites such as Bowden and West Lakes which can be easily developed are assumed to continue to proceed. This revised Base Case has been used to isolate the impact of the various transport scenarios on urban development. North West Corridor: Land Use Impacts 23 TABL E 8. DWEL L IN G PRO JE CT ION S SA2 2011 2036 Revised Base Case (No 30 Year Plan) North Haven 6,447 7,417 7,000 Largs Bay - Semaphore Port Adelaide Woodville - Cheltenham Beverley Royal Park - Hendon - Albert Park West Lakes Seaton - Grange Hindmarsh - Brompton 7,499 5,326 6,690 3,481 2,708 6,897 7,694 8,084 10,658 7,260 11,663 5,320 3,226 8,841 9,940 14,146 9,500 6,800 9,000 4,600 3,100 8,700 9,100 12,900 Source: MASTEM Base Case Land Use Projections 4.1 Scenario Modelling This section provides an overview of the impact of each scenario. Table 9 presents the employment and dwelling impact for each scenario and the Table 11 shows the public transport. The North West Corridor is the focus of the analysis but other parts of the Adelaide (including the CBD) are impacted by a lesser degree by the transport options. Project Case 1 This scenario has the introduction of electrified heavy rail from Outer Harbour to Adelaide Rail Station and light rail to Grange and West Lakes via Port Road. The modelling of this scenario by PB indicates that there is a very small mode shift towards public transport (Table 11). From a land use point of view, this modelling outcome suggests that residents view the new transport option more favourable and hence would place a greater value on them. Although in some cases this preference for the public transport options creates slightly longer travel times. The modelling also suggests some small adverse impacts on private car travel times. This increased preference / value on public transport is very small. Based on the observed historical relationships very few additional dwellings would be drawn to locate into the North West Corridor as a result of the change in accessibility. Project Case 1a This scenario has the introduction of electrified heavy rail from Outer Harbour to Adelaide Rail Station with the addition of an underground rail link and light rail to Grange and West Lakes via Port Road. The introduction of the underground rail link is the only difference between this scenario and the previous scenario. The outcome is broadly consistent along the corridor with the expectation of the CBD which has a significant change in mode share towards public transport. The CBD improved accessibility acts to draw in some additional dwellings from along the North West Corridor. The increased public transport trips to the CBD has a flow on effect on congestion and travel times surrounding the CBD. North West Corridor: Land Use Impacts 24 TABL E 9. S CE NARIO S DWE LL I NG IM PACT S Project Case 1 Project Case 1a Project Case 1b Project Case 1c Project Case 2 Project Case 2b Hindmarsh - Brompton 30 45 80 30 15 10 50 50 330 25 45 75 30 10 10 45 45 95 20 30 75 15 10 10 70 10 45 35 55 145 55 15 10 70 75 370 185 270 325 200 85 110 340 240 325 255 350 250 320 135 90 290 330 435 Northwest Corridor - Subtotal 640 380 285 830 2,080 2,455 Rest of Adelaide 100 2,385 1,200 120 960 1,685 Total Adelaide 740 2,765 1,485 950 3,040 4,140 SA2 North Haven Largs Bay - Semaphore Port Adelaide Woodville - Cheltenham Beverley Royal Park - Hendon - Albert Park West Lakes Seaton - Grange North West Corridor: Land Use Impacts 25 TABL E 10 . SC EN ARIO S E M PLOY ME NT IM PACT S SA2 Project Case 1 Project Case 1a Project Case 1b Project Case 1c Project Case 2 Project Case 2b Project Case 2c North Haven Largs Bay - Semaphore 65 115 60 115 55 100 35 55 200 305 265 385 230 290 Port Adelaide 310 305 305 145 370 460 875 Woodville - Cheltenham Beverley Royal Park - Hendon - Albert Park 55 20 15 55 15 15 40 15 15 55 15 10 195 75 55 315 125 85 215 75 90 West Lakes Seaton - Grange 150 150 145 145 170 110 70 75 310 310 360 395 515 335 Hindmarsh - Brompton 155 15 5 370 155 265 315 Northwest Corridor - Subtotal 1,035 870 815 830 1,975 2,655 2,940 Rest of Adelaide 45 2,330 535 120 1,110 1,560 1,840 Total Adelaide 1,080 3,200 1,350 950 3,085 4,215 4,780 North West Corridor: Land Use Impacts 26 TABL E 11 . SC EN ARIO S PU BL IC T RANS PORT MO DE S HARE – T Z UN WE IG HTED AVE RAG E SA2 Project Case 1 Project Case 1a Project Case 1b Project Case 2 Project Case 2b North Haven 4.7% 4.6% 4.7% 3.2% 3.3% Largs Bay – Semaphore 5.6% 5.7% 5.7% 4.0% 4.0% Port Adelaide 3.7% 3.8% 3.7% 2.9% 2.9% Woodville – Cheltenham 3.8% 4.0% 3.9% 3.3% 3.3% Beverley 3.8% 3.9% 4.0% 3.0% 3.0% Royal Park - Hendon - Albert Park 3.5% 3.5% 3.3% 3.3% 3.3% West Lakes 3.0% 3.0% 2.9% 2.5% 2.4% Seaton – Grange 3.4% 3.4% 3.3% 3.5% 3.5% Hindmarsh – Brompton 3.7% 3.8% 3.8% 3.5% 3.6% Source: Travel Zones averages of MASTEM modelling outputs Project Case 1b This scenario has the introduction of electrified heavy rail from Outer Harbour to Adelaide Rail Station and light rail to Grange and West Lakes via Grange Road. The light rail travelling down Grange Road rather than Port Road is the only difference between this scenario and the Project Case 1. Without the light rail travelling down Port Road, car travel times improve to and from Port Adelaide. The improved accessibility acts to draw in some additional dwellings from along the North West Corridor. The results of transport models also suggest that West Lakes gains an accessibility benefit. Project Case 1c Is an extension of PC1. It includes a new tram service between South Terrace and Port Wharf (10min frequency). This service runs along Port Road, and has new stops at Old Port Road, Queenstown, Commercial Road and Port Wharf. It produces broadly the same impact as PC1. There are some changes in the distribution along the corridor. Project Case 2 This scenario has the introduction of light rail along the existing Outer Harbour rail corridor with an onstreet section through Port Adelaide. Light rail will travel from Woodville to Grange and West Lakes. However, it has been observed that in various studies light rail can have a positive impact on urban densities. These tend to vary depending on the location and the design of the project. The Glenelg Corridor (and other light rail corridor analysis) has been used to assess what impact light rail can have in Adelaide. The key outcome from the MASTEM modelling of this scenario was the adverse impact on public transport and private car travel times along the North West Corridor when compared to the Base Case. That is, the accessibility along the whole corridor is adversely impacted. Future households would be less inclined to locate in the corridor based on the accessibility provided. This light rail effect has offset the decreased travel time performance of this scenario and draws additional dwellings into the North West Corridor. North West Corridor: Land Use Impacts 27 Project Case 2B This scenario has the introduction of light rail along the existing Outer Harbour rail corridor with an onstreet section through Port Adelaide. Light rail will travel from Woodville to Grange and West Lakes. In addition there will be a light rail loop within the CBD. The CBD loop is the only difference between this scenario and the previous scenario. The addition of the CBD loop does have impact on the overall accessibility along the corridor and the CBD. The modelling suggests that the corridor becomes more attractive for development due to improved access to different parts of the CBD when compared to Project Case 2. Project Case 2C This is a cross between PC1C and PC2. All tram services are realigned to run along Port Road, instead of the rail corridor. The Outer Harbor service is changed to operate along Port Road to Port Adelaide (as in PC1C), and then follows PC2 route from Port Adelaide to Outer Harbor. The increase frequencies along Port Road and having only a single transport line along which to cluster (which acts to improves commercial feasibility) increases the dwelling uplifts. 4.2 Urban Consolidation Benefits Trubka et al (2009) drew from the Future Perth work for the WAPC (2001) to identify the infrastructure servicing cost differences in developments in inner, middle and fringe areas of cities. This included reviewing information from 22 studies across Australia, America and Canada over the 1972 to 2000 period. They found significant savings with respect to road, water and sewer, electricity, gas, health and education infrastructure. Less significant savings were found with respect to telecommunications and emergency services. This work suggests that overall infrastructure servicing costs are much less in innercity redevelopment locales than in urban fringe areas, i.e. about $60,000 and $160,000 respectively. SGS has applied a conservative figure of $60,000 per dwelling. The conservative figure has been used as the capacity for infill development in Adelaide has significant potential and it could be argued that the not all additional dwellings located in the North West Corridor would be directly from the fringe. The urban consolidation benefit has been allocated between 2021 (some development would take place before some of the transport operations become fully operation) and 2036 so it can be used in the cost benefit analysis. North West Corridor: Land Use Impacts 28 TABL E 12 . U RBAN CO N SOL I DATIO N BE N EF IT S Project Case 1 Project Case 1a Project Case 1b Project Case 1c Project Case 2 Project Case 2b 2013 - - - - - - 2014 - - - - - - 2015 - - - - - - 2016 - - - - - - 2017 - - - - - - 2018 - - - - - - 2019 - - - - - - Year 2020 - - - - - - 2021 417,000 1,659,000 846,000 570,000 1,620,000 2,298,000 2022 834,000 3,318,000 1,692,000 1,140,000 3,240,000 4,596,000 2023 1,251,000 4,977,000 2,538,000 1,710,000 4,860,000 6,894,000 2024 1,668,000 6,636,000 3,384,000 2,280,000 6,480,000 9,192,000 2025 2,043,300 8,129,100 4,145,400 2,793,000 7,938,000 11,260,200 2026 2,085,000 8,295,000 4,230,000 2,850,000 8,100,000 11,490,000 2027 2,085,000 8,295,000 4,230,000 2,850,000 8,100,000 11,490,000 2028 2,085,000 8,295,000 4,230,000 2,850,000 8,100,000 11,490,000 2029 2,085,000 8,295,000 4,230,000 2,850,000 8,100,000 11,490,000 2030 2,126,700 8,460,900 4,314,600 2,907,000 8,262,000 11,719,800 2031 4,086,600 16,258,200 8,290,800 5,586,000 15,876,000 22,520,400 2032 4,128,300 16,424,100 8,375,400 5,643,000 16,038,000 22,750,200 2033 4,170,000 16,590,000 8,460,000 5,700,000 16,200,000 22,980,000 2034 4,170,000 16,590,000 8,460,000 5,700,000 16,200,000 22,980,000 2035 4,211,700 16,755,900 8,544,600 5,757,000 16,362,000 23,209,800 2036 4,253,400 16,921,800 8,629,200 5,814,000 16,524,000 23,439,600 Total 41,700,000 165,900,000 84,600,000 57,000,000 162,000,000 229,800,000 Source: SGS Economics & Planning and MASTEM Base Case Land Use Projections North West Corridor: Land Use Impacts 29 EJD APPENDIX A travel time matrix shows how long it takes to travel from one zone in the city to all other zones by car and public transport separately. Travel time matrices can are also produced for a specific time period, such as morning or afternoon peak and off-peak. For the purposes of EJD calculation, SGS has used morning peak matrices from MASTEM. Also required with the travel time matrix is an estimate of the share of public transport use by workers travelling to their place of work. Including this share into the measure of effective job density enables a more ‘real life’ representation of the proximity (in terms of travel time) component of accessibility Throughout the estimation process, a small area has been defined as an SA2. However, the MASTEM travel time matrix is produced at a smaller geography due to the detailed nature of transport modelling. SGS has developed a methodology to convert these matrices. This method could be applied to any travel time matrix given a concordance between the travel zones and the relevant small area. The steps involved in this method1 are outlined below: Step 1: Convert the travel zone by travel zone travel time matrix (or generalised cost matrix) into an area unit by travel zone travel time matrix. 𝑇𝑇𝑋𝑗 = ∑ 𝑇𝑇𝑖𝑗 × (𝐺𝑒𝑛𝑒𝑟𝑎𝑡𝑜𝑟𝑖 ÷ ∑ 𝐺𝑒𝑛𝑒𝑟𝑎𝑡𝑜𝑟𝑖 ) 𝑖𝜖𝑋 𝑖𝜖𝑋 Step 2: Convert the area unit by travel zone travel time matrix into a area unit by area unit travel time (or generalised cost) matrix. 𝑇𝑇𝑋𝑌 = ∑ 𝑇𝑇𝑖𝑗 × (𝐴𝑡𝑡𝑟𝑎𝑐𝑡𝑜𝑟𝑗 ÷ ∑ 𝐴𝑡𝑡𝑟𝑎𝑐𝑡𝑜𝑟𝑗 ) 𝑗𝜖𝑌 𝑗𝜖𝑌 Where: 𝑇𝑇𝑖𝑗 = Travel Time from travel zone i to travel zone j 𝑇𝑇𝑋𝑌 = Travel Time from area unit X to area unit Y 𝐺𝑒𝑛𝑒𝑟𝑎𝑡𝑜𝑟𝑖 = Population in Travel Zone i 𝐴𝑡𝑡𝑟𝑎𝑐𝑡𝑜𝑟𝑗 = Employment in Travel Zone j Calculate Effective Job Density (Small Area Level) In calculating EJD SGS uses the level of employment relative to the time taken to gain access to that employment and the mode split that is currently experienced by those workers in their travel to employment. The formula used to calculate EJD at an area unit level is presented below. 𝑃𝑇 𝑀𝑜𝑑𝑒 𝑆ℎ𝑎𝑟𝑒𝑗 × 𝐸𝑚𝑝𝑗 (1 − 𝑃𝑇 𝑀𝑜𝑑𝑒 𝑆ℎ𝑎𝑟𝑒𝑗 ) × 𝐸𝑚𝑝𝑗 𝐸𝐽𝐷𝑖 = ∑ ( + ) 𝑃𝑇 𝑇𝑟𝑎𝑣𝑒𝑙 𝑇𝑖𝑚𝑒𝑖𝑗 𝑃𝑉 𝑇𝑟𝑎𝑣𝑒𝑙 𝑇𝑖𝑚𝑒𝑖𝑗 𝑗 1 It is possible the aggregation calculation from travel zone to small area could be conducted in a number of ways. However, a ll methods should produce broadly the same result. North West Corridor: Land Use Impacts 30 Where: 𝐸𝐽𝐷𝑖 = Effective Job Density for area unit i 𝑃𝑇 𝑀𝑜𝑑𝑒 𝑆ℎ𝑎𝑟𝑒𝑗 = per cent of work trips which involve public transport for area unit j 𝐸𝑚𝑝𝑗 = number of jobs/employment within area unit j 𝑃𝑇 𝑇𝑟𝑎𝑣𝑒𝑙 𝑇𝑖𝑚𝑒𝑖𝑗 = time it takes to travel on public transport from area unit i to area unit j 𝑃𝑉 𝑇𝑟𝑎𝑣𝑒𝑙 𝑇𝑖𝑚𝑒𝑖𝑗 = time it takes to travel by private vehicle from area unit i to area unit j The public transport mode share and public transport and private vehicle travel times will comes from MASTEM. 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