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slide 1 > Spatial patterns of supply in production firms in the context of modelling freight transport – the German case > Christian Varschen
COST Watch WG1 & WG2 Piräus meeting > 18.04.2006
Spatial patterns of supply in production firms in the context of modelling freight
transport – the German case
slide 2 > Spatial patterns of supply in production firms in the context of modelling freight transport – the German case > Christian Varschen
COST Watch WG1 & WG2 Piräus meeting > 18.04.2006
Content
Modular framework of the model
Qualitative shipper survey
Quantitative shipper survey
slide 3 > Spatial patterns of supply in production firms in the context of modelling freight transport – the German case > Christian Varschen
COST Watch WG1 & WG2 Piräus meeting > 18.04.2006
Micro/Macro models
Passenger transport: established micro models
Activity-based modelling
Individuals, households, activities, trips...
Freight transport: macro models
slide 4 > Spatial patterns of supply in production firms in the context of modelling freight transport – the German case > Christian Varschen
COST Watch WG1 & WG2 Piräus meeting > 18.04.2006
Why micro models?
Expectations
More behavioural realism
Evaluation of effects of new technical innovations
Forecast e.g. mode change, total amount of kilometres of different kinds of lorries
Derive environmental influences of traffic
Micro demand data are needed for
Micro traffic flow simulation
Traffic management evaluation
High spatial resolution
slide 5 > Spatial patterns of supply in production firms in the context of modelling freight transport – the German case > Christian Varschen
COST Watch WG1 & WG2 Piräus meeting > 18.04.2006
Simulation structure
Indicators
(Carriers)
Service Traffic
(Producers, distributors)
Shipments Trips Flows
Sy
nth
eti
c ec
on
om
ic s
tru
ctu
re
Logistic providers
Traffic flow simulation
Freight demand
slide 6 > Spatial patterns of supply in production firms in the context of modelling freight transport – the German case > Christian Varschen
COST Watch WG1 & WG2 Piräus meeting > 18.04.2006
Generating the synthetic economic structure
Generate firms
Existing aggregate data
Number of firms per location, type, size
Disaggregate to individual businesses
Spatial granularity determined by transport infrastructure
Use local data if available, e.g. land use data
Choose suppliers / customers
Based on aggregate trade flows, traffic flows
slide 7 > Spatial patterns of supply in production firms in the context of modelling freight transport – the German case > Christian Varschen
COST Watch WG1 & WG2 Piräus meeting > 18.04.2006
Data request
Necessity of data about behaviour of shippers
Not available from official statistic
Literature: references to influencing factors not representative
Decision: two-part survey
Qualitative survey
Quantitative survey
slide 8 > Spatial patterns of supply in production firms in the context of modelling freight transport – the German case > Christian Varschen
COST Watch WG1 & WG2 Piräus meeting > 18.04.2006
Qualitative survey (2004)
Objectives
Decision making processes in production firms
Preparation of the quantitative survey
12 interviews, one hour face-to-face
6 industries, 2 firm sizes
Main topics:
Involvement of transport issues in production decisions
Dynamics of production changes
Mode use and reasons
slide 9 > Spatial patterns of supply in production firms in the context of modelling freight transport – the German case > Christian Varschen
COST Watch WG1 & WG2 Piräus meeting > 18.04.2006
Quantitative survey (2005)
Objective:
Behaviour of shippers
Data collection for the model
907 firms, 128 logistic providers
All manufacturing industries, 4 firm sizes
30 minutes CATI
Main topics:
Supplier / customer structure
Relationship to shippers
Current transport demand
Transport requirements
slide 10 > Spatial patterns of supply in production firms in the context of modelling freight transport – the German case > Christian Varschen
COST Watch WG1 & WG2 Piräus meeting > 18.04.2006
Distribution of firmsin the survey
Spread all over Germany (representative survey)
Concentration on German industrial districts and big cities
Distribution of production firms and logistic providers
1 triangle = 1 shipper (n =128)
1 point = 1 production firm (n = 907)
slide 11 > Spatial patterns of supply in production firms in the context of modelling freight transport – the German case > Christian Varschen
COST Watch WG1 & WG2 Piräus meeting > 18.04.2006
Remarks
Following results only for production firms
Spatial patterns of supply
Modal Split
Outsourcing
slide 12 > Spatial patterns of supply in production firms in the context of modelling freight transport – the German case > Christian Varschen
COST Watch WG1 & WG2 Piräus meeting > 18.04.2006
Locations of suppliers
Locations of suppliers by region
0%
5%
10%
15%
20%
25%
30%
35%
40%
45%
50%
micro small medium-sized large
size of enterprise (by EU SME definition)
pro
po
rtio
n o
f s
up
plie
rs
radius of 20-30 km
remaining federal state
remaining Germany
countries of EU-25
remaining Europe
remaining w orld
region
n=834w eighted, rounded
slide 13 > Spatial patterns of supply in production firms in the context of modelling freight transport – the German case > Christian Varschen
COST Watch WG1 & WG2 Piräus meeting > 18.04.2006
Locations of customers
Locations of customers by region
0%
5%
10%
15%
20%
25%
30%
35%
40%
45%
50%
micro small medium-sized large
size of enterprise (by EU SME definition)
pro
po
rtio
n o
f c
us
tom
ers
radius of 20-30 km
remaining federal state
remaining Germany
countries of EU-25
remaining Europe
remaining w orld
region
n=837
slide 14 > Spatial patterns of supply in production firms in the context of modelling freight transport – the German case > Christian Varschen
COST Watch WG1 & WG2 Piräus meeting > 18.04.2006
Total revenue of production firms
Proportion of total revenue of German production firms by region (2005)
Germany 59.1%
EU-25 19.6%
remaining world 21.3%
Source: Federal Statistical Office Germany http://www.destatis.de
slide 15 > Spatial patterns of supply in production firms in the context of modelling freight transport – the German case > Christian Varschen
COST Watch WG1 & WG2 Piräus meeting > 18.04.2006
Modal Split for supply (by weight)
Enterprise Road Rail Inland waterways
Maritime transport
Air transport
Micro(n=69)
99.7 % 0.0 % 0.0 % 0.0 % 0.1 %
Small(n=304)
96.1 % 0.9 % 0.2 % 1.6 % 1.5 %
Medium-sized(n=258)
95.0 % 0.2 % 0.4 % 2.4 % 2.0 %
Large(n=213)
90.5 % 3.2 % 0.8 % 3.7 % 1.9 %
Average(n=844)
94.6 % 1.2 % 0.4 % 2.2 % 1.6 %
Total average Germany 2004
75.2 % 8.4 % 6.4 % 7.3 % 0.07 %
Source: Federal Statistical Office Germany, http://www.destatis.de
slide 16 > Spatial patterns of supply in production firms in the context of modelling freight transport – the German case > Christian Varschen
COST Watch WG1 & WG2 Piräus meeting > 18.04.2006
Modal Split for distribution (by weight)Enterprise Road Rail Inland
waterwaysMaritime transport
Air transport
Micro(n=68)
99.3 % 0.0 % 0.0 % 0.0 % 0.7 %
Small(n=316)
95.7 % 0.3 % 0.1 % 2.0 % 2.0 %
Medium-sized(n=260)
91.4 % 0.6 % 0.3 % 4.7 % 3.4 %
Large(n=215)
90.0 % 2.2 % 0.6 % 3.5 % 3.8 %
Average(n=860)
93.2 % 0.8 % 0.3 % 3.0 % 2.8 %
Total average Germany 2004
75.2 % 8.4 % 6.4 % 7.3 % 0.07 %
Source: Federal Statistical Office Germany, http://www.destatis.de
slide 17 > Spatial patterns of supply in production firms in the context of modelling freight transport – the German case > Christian Varschen
COST Watch WG1 & WG2 Piräus meeting > 18.04.2006
(claim/demand: anytime worldwide
available for supply)
raw material (India)
Example: change in mode of transport due to reorganization (company for pharmaceutical products)
roadpackage / crawled raw materials(England)
production / packing(Germany)
waterways
customer(e. g. Asia)
airplane (from Hamburg or Frankfurt)
customer(GER/Europe)
ship (from Hamburg or Rotterdam) road
• change due to reorganization
cold store
slide 18 > Spatial patterns of supply in production firms in the context of modelling freight transport – the German case > Christian Varschen
COST Watch WG1 & WG2 Piräus meeting > 18.04.2006
Outsourcing to the world – last ten years
(multiple denomination possible)
slide 19 > Spatial patterns of supply in production firms in the context of modelling freight transport – the German case > Christian Varschen
COST Watch WG1 & WG2 Piräus meeting > 18.04.2006
Outsourcing to Europe – last ten years
(multiple denomination possible)
slide 20 > Spatial patterns of supply in production firms in the context of modelling freight transport – the German case > Christian Varschen
COST Watch WG1 & WG2 Piräus meeting > 18.04.2006
Outsourcing to the world – anticipated
(multiple denomination possible)
slide 21 > Spatial patterns of supply in production firms in the context of modelling freight transport – the German case > Christian Varschen
COST Watch WG1 & WG2 Piräus meeting > 18.04.2006
Outsourcing to Europe – anticipated
(multiple denomination possible)
slide 22 > Spatial patterns of supply in production firms in the context of modelling freight transport – the German case > Christian Varschen
COST Watch WG1 & WG2 Piräus meeting > 18.04.2006
Status and outlook
Analysis of surveys is mainly processed
Simulation programming on-going
Simple type of module completed
Prototype application planned along macro model