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. 2020 Feb 26;54(6):3499–3509. doi: 10.1021/acs.est.9b06252

Table 3. Input Variables Related to the Last-Mile Delivery of Bricks-and-Clicks and Pure-Play Channelsa.

channel variable values unit distribution ref
bricks and clicks distance per delivery (DBS) 2.1, 4.3, 7.3 km BetaPERT (43)
number of items per deliveryb (BSBC) 5, 45, 100   BetaPERT (3)
GHG emission intensity of delivery vans (GIveh)c 0.26, 1.26 kg CO2eq/km lognormal (51, 52)
pure players’ last-mile delivery stem mileage (SM)d 17.87, 2.15 km lognormal (44)
drop mileage (DLM-PP) 11.9, 45, 96 km BetaPERT (4, 16, 20, 31, 5355)
number of deliveries (ND) 32, 100, 168 parcels BetaPERT (4, 16, 31, 5357)
number of items per delivery (BSPP)e 1, 2, 5 items BetaPERT (3, 4, 16, 58)
distance to the collection and delivery point (DCDP) 1, 2, 5 km BetaPERT (53)
GHG emission intensity of delivery vans (GIvan) 0.26, 1.26 kg CO2eq/km lognormal (51, 52)
pure players’ transport packagingf product volume (Vprod) 0.25, 3.15 L lognormal (33)
weight of corrugated cardboard (WCB) 12.5 g/L   (59)
weight of kraft paper in grams used per liter of empty space (WKF) 0.033 g/L   (60)
box saturation (S) 10, 50, 90 % BetaPERT (61)
a

Single numbers are modeled as a deterministic value. Where two numbers are reported, a lognormal distribution is assumed and geometric mean and geometric standard deviation are provided. Where three numbers are reported, a BetaPERT distribution is used and the minimum, most likely, and maximum numbers are provided.

b

Rounded to the nearest integer. See Section S3.2 of the Supporting Information for further details.

c

See Section S3.2 of the Supporting Information for further details.

d

We multiplied this figure by 2 in our model to account for a round trip. See Section S3.3 of the Supporting Information for further details.

e

Rounded to the nearest integer. See Section S3.3 of the Supporting Information for further details.

f

Further information on the “end of life” phase of the delivery packaging is provided in Section S3.4 of the Supporting Information.