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Carbon Auditing the Last Mile: Modelling the Environmental Impacts of Conventional and Online Non-food Shopping Dr. Julia Edwards Prof. Alan McKinnon Logistics Research Centre Heriot-Watt University, UK Typical conventional or online


  1. Carbon Auditing the “Last Mile”: Modelling the Environmental Impacts of Conventional and Online Non-food Shopping Dr. Julia Edwards Prof. Alan McKinnon Logistics Research Centre Heriot-Watt University, UK

  2. Typical conventional or online shoppers? We usually shop in the comfort of our own home but the computer crashed

  3. Stages of production and distribution (after Green Press Initiative, 2008) Distribution Return / Disposal of unsold books 8% % figures indicate relative portion of greenhouse gas emissions Landfill (Methane) Release Point of Divergence Last Mile Loss of Biomass & Paper Printing Publishing Distribution Consumer Wood Production & Retailing Harvest 46% 21% 4% 7% 14% Borealis Centre for Environment and Trade Research, 2007 Distribution & Retailing 8.85lbs (4.02kg) CO 2 per book (excluding the last mile) = < 600gCO 2

  4. Environmental claims by some online retailers The Guardian, 12 September 2007 Evening Standard, 20 June 2007

  5. Personal travel choices & the impact of Home Delivery Shopping Remove Usually walk / Shop for other trips shopping from use public additional / eliminated multi-purpose transport to related trips shops products Continue to Browse Substitute shop for some before with other products buying car-based online travel Neutral Negative Positive Effects on car traffic

  6. Environmental Impact of Online Shopping • Frequent purchases of small quantities, often from several different web-based companies; • Additional sortation requirements to combine multiple customers’ orders prior to delivery; • Internet-browsing encouraging people to go shopping for additional &/or supplementary purchases; • Little travel savings when conventionally goods were purchased as part of multi-activity trip; • Treatment of failed deliveries and returns.

  7. Products & Delivery Methods Typical Main delivery vehicle type Product type order size • Parcel delivery van Books 2-3 items • Postman (walk / bike) Small electrical c 2 items • Parcel delivery van • Postman (walk / bike) Large electrical 1 item or set • Two-man delivery • Parcel delivery van Clothing 2 items • Postman (walk / bike) • Home delivery courier (private car) Groceries • Temperature-controlled vans c 15-20 orders Source: Iain Beveridge Associates

  8. Last Mile Modelling: Methodology Devised an Excel spreadsheet to model: 1. CO 2 emissions for home delivery for the last mile (from parcel depot to the consumer’s home); & 2. dedicated shopping trips (single trips) versus multi-purpose trips by consumers (trip chaining). � Representative delivery scenarios; � Issue of returns (unwanted goods).

  9. Freight transport to the home • What type of vehicle is used for the delivery? (diesel / electric van; courier’s private car) • What type of round? (urban / rural ) • How many drops per round? • What happens to failed deliveries? • Does the parcel carrier collect product returns?

  10. Typical conventional shopping behaviour? • Where do people shop? • How do they travel to the shops? • How long is a typical shopping trip (distance)? • How many items do they buy in that one trip? • What type of goods are bought? • Do shoppers combine shopping with other activities?

  11. The Last Mile: Trip assumptions HOME DELIVERY ROUND DROPS DISTANCE Average van home delivery round 120 50-miles City centre van delivery round 25-miles 110 Rural van delivery round 80-miles 70 Car-based courier delivery round 40 25-miles (for direct comparison) 1 Items per drop (books/CDs/DVDs) 1.4 2.5 (clothing & household) CONVENTIONAL SHOPPING TRIP DISTANCE TYPE Average car-based shopping trip 12.8-miles Dedicated Average bus-based shopping trip 8.8-miles or Local shopping trip 2-miles Combined* Rural shopping trip 40-miles (for direct comparison) Items per shop 1 (arbitrary shopping trip) 6 * Trip chaining: assumes only 25% of trip length is for shopping purposes

  12. Emissions for an average non-food home delivery Assumptions 50 Round trip (miles) 120 Drops per round 1 / 1.4 / 2.5 Items per drop CO 2 per drop 181g CO 2 per item (1.4) 137 g CO 2 per item (2.5) 72g * Average values, calculated from 4 sources: Defra; NAEI; FTA; RHA

  13. Emissions for an average conventional shopping trip Mode Journey trip Round trip – CO 2 per trip miles Car Local 2- miles 4,274g CO 2 Average 12.8-miles Distant 40-miles Bus Local (urban) 2-miles 1,265g CO 2 Average 8.8-miles Inter-urban 40-miles Rural 20-miles

  14. Carbon intensity of non-food home deliveries ‘v’ shopping on the High Street Dedicated shopping trip by CAR 24 items or more = Local Home depot Dedicated shopping trip by BUS CO 2 = 181g per drop 7 items or more Low emissions car (< 100gCO 2 per km) = 12 items or more High emissions car (> 350gCO 2 per km) = 40 items or more Source: based on National Travel Survey 2007 data, Defra average bus patronage, Vehicle Certification Agency

  15. CO 2 per drop for different home delivery rounds

  16. Failed delivery: Emissions (gCO 2 ) per item 100% 12.5% 25% successful failure failure first-time rate rate delivery 226g 204g Average delivery 181g 123g 110g Urban delivery 98g 619g 557g Rural delivery 495g

  17. Implications of shopping trip type on CO 2 emissions (g) 8548 9000 8000 7000 6000 5343 5000 4274 4000 2530 3000 1581 2000 1265 1069 1000 316 0 ) s r ) r e s e a % % u a s u s c b c 5 a 5 b a y 2 y h 2 h y y b b c c b g g b r r p n p p u n u p i i i r i p i p p r i t r p t t r p p t r e r e d e e o o d g g e p p h e h a a t s a s t r s r s a e e c p d p d c v v i i i d e e i r a r a d t t s s e e a s , r , d a d a d d u b b e c n e b - - n t r t e 2 s a a a e 2 u h c c : c h t b : i g ( i t d d g ( , n : , e d n d e d : i D e s d i e D e s n w e n n w i n o i i b o i b b r m b r m m B B m o o o C o C C C

  18. Summary: Home Delivery • The Local Level dominates any environmental comparison of online & conventional shopping; • Emissions from car-based shopping trips can far exceed those from distribution operations back along the supply chain; • Numerous factors influence emissions from home deliveries: drop densities; distance & nature of delivery round; type of vehicle, failed deliveries & returns.

  19. Summary: Conventional shopping • It is always better to maximise the no. of items purchased at any one time; • When using public transport at busy times & making several purchases, emissions per item are lower than home delivery; • Consequently, use of public transport needs to be promoted wherever practical, especially for shorter trips. Neither retail channel has absolute environmental advantage, though, in the case of non-food purchases, the home delivery operation is likely to generate less CO 2 .

  20. Contact details Logistics Research Centre Heriot ‐ Watt University EDINBURGH, UK J.B.Edwards@hw.ac.uk http://www.sml.hw.ac.uk/logistics www.greenlogistics.org.uk

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