Appendices to Topical Paper 1 - European Commission · From the natural environment, resources...
Transcript of Appendices to Topical Paper 1 - European Commission · From the natural environment, resources...
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Appendices to Topical Paper 1
Appendix A: Input Output Analysis and Material Flow Accounting: Methodology and
underlying data
Appendix B: Countries in EXIOBASE
Appendix C: EXIOBASE product classification and correspondence with NACE rev 1.1
classification
Appendix D: Full description of the construction work sector and subsectors in the NACE rev
1.1 classification
Appendix E: Final demand associated with the residential built environment
Appendix F: Comparison between LCA and IOA studies of residential houses
Appendix G: Contribution Analysis
Appendix H: Construction work as by-product
Appendix I: Country Comparisons
Appendix J Possibilities and limitations of the top-down approach
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Appendix A: Input Output Analysis and Material Flow Accounting:
Methodology and underlying data
A.1 Input-Output analysis
For the top-down assessment of the resource-efficiency of new residential building construction plus using and
maintaining the building stock in the year 2000, so-called input-output analysis (IOA) has been used. In IOA we
use input-output tables that describe the production and consumption system in an economy in terms of
purchase and sale of product groups, as well as natural resource extractions and emissions.
The IO tables describe the relations between different sectors in the economy. They quantify in monetary
terms how the output of (goods or services) produced by one sector goes to another sector where it serves as
input. An IO model assumes that each sector uses the outputs of the other sectors in fixed proportions in order
to produce its own unique and distinct output. Based on this assumption, a matrix is defined such that each
column shows in terms of monetary value the inputs from all different sectors required to produce one
monetary unit of a sector´s output.
For each sector involved, the matrix can be extended environmentally by assuming that the amount of
environmental interventions generated by a sector is proportional to the amount of output of the sector, and
that the nature of the environmental interventions and the ratios between them are fixed. In the most basic
form, an environmental IO analysis can be performed using one vector and two matrices:
the final demand vector that allocates the total demand for products in a country or region to the
different products and services. This final demand vector in terms of purchases of goods and services,
determines all production activities and their related environmental impacts. The final demand vector
can be final consumption expenditure of households and/or government and/or gross fixed capital
formation. How the final demand vector has been set-up that describes the construction of new
residential buildings and the use/maintenance of the building stock in 2000, is described in Appendix
E.
the 'technology matrix' shows how the production activities of the different sectors interrelate in
monetary terms
the 'environment matrix' shows input in terms of direct resource extraction for each sector and output
in terms of direct emissions.
When calculating the environmental impacts associated with the final demand of a product group, it is
important to realize that the environmental impacts associated with the product group are calculated 'cradle-
to-grave'. If for instance the copper ore extraction associated with the construction of buildings &
infrastructure is calculated this might have happened because some machinery at a factory somewhere down
the production chain needed an electro-motor.
The data to be used for the input-output analysis are extracted from EXIOBASE. The EXIOBASE database
contains supply-use tables for 43 countries (among which the 27 countries from the European Union) and 1
Rest of World region for the year 2000. In each country/region 129 product groups are distinguished. These
129 product groups can be aggregated to NACE rev 1.1 statistical classification at the 60 sector level. A full
description of this classification is given in Appendix C.
EXIOBASE was developed within the FP6 EXIOPOL project. The supply-use tables in EXIOBASE are truly multi-
regional which means that they contain a full description of all trade of product groups between countries. This
means that we can assess in a much more precise way the resource extraction and emissions of the final
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demand of products in a certain country even if most of the production takes place in foreign countries.
Traditionally, at a time when trade-linked IO tables were not available very rough assumptions had to be made
about the way imported product were produced. Using EXIOBASE these strong assumptions are not necessary
anymore.
In principal the environmental impacts associated with the final consumption of products are calculated
'cradle-to-grave' without any exclusion of production chains. Thus transport, research and development,
financial services and material goods needed for the construction work are also taken into account. However
due to data limitations the end-of-life stage is often not well covered. Handling of construction and demolition
waste, and household waste are not taken into account.
EXIOBASE contains numerous environmental extensions among which energy, resource extractions and
emissions to air. We made a selection of the environmental extensions that are most relevant for this study
and are shown in the tables below.
Resources:
Domestic Extraction Used - Biomass - Wood - timber
Domestic Extraction Used - Biomass - Wood - other extractions
Domestic Extraction Used - Metal Ores - iron ores
Domestic Extraction Used - Metal Ores - bauxite and aluminium ores
Domestic Extraction Used - Metal Ores - copper ores
Domestic Extraction Used - Metal Ores - lead ores
Domestic Extraction Used - Metal Ores - nickel ores
Domestic Extraction Used - Metal Ores - tin ores
Domestic Extraction Used - Metal Ores - zinc ores
Domestic Extraction Used - Metal Ores - other metal ores
Domestic Extraction Used - Non-Metallic Minerals - chemical and fertilizer minerals
Domestic Extraction Used - Non-Metallic Minerals - clays and kaolin
Domestic Extraction Used - Non-Metallic Minerals - limestone, gypsum, chalk, dolomite
Domestic Extraction Used - Non-Metallic Minerals – slate
Domestic Extraction Used - Non-Metallic Minerals - other industrial minerals
Domestic Extraction Used - Non-Metallic Minerals - building stones
Domestic Extraction Used - Non-Metallic Minerals - gravel and sand
Water Consumption Blue - Agriculture - rice
Water Consumption Blue - Agriculture - wheat
Water Consumption Blue - Agriculture - other cereals
Water Consumption Blue - Agriculture - roots and tubers
Water Consumption Blue - Agriculture - sugar crops
Water Consumption Blue - Agriculture - pulses
Water Consumption Blue - Agriculture - nuts
Water Consumption Blue - Agriculture - oil crops
Water Consumption Blue - Agriculture - vegetables
Water Consumption Blue - Agriculture - fruits
Water Consumption Blue - Agriculture - fibres
Water Consumption Blue - Agriculture - other crops
Water Consumption Blue - Agriculture - fodder crops
Water Consumption Green - Agriculture - rice
Water Consumption Green - Agriculture - wheat
Water Consumption Green - Agriculture - other cereals
Water Consumption Green - Agriculture - roots and tubers
Water Consumption Green - Agriculture - sugar crops
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Water Consumption Green - Agriculture - pulses
Water Consumption Green - Agriculture - nuts
Water Consumption Green - Agriculture - oil crops
Water Consumption Green - Agriculture - vegetables
Water Consumption Green - Agriculture - fruits
Water Consumption Green - Agriculture - fibres
Water Consumption Green - Agriculture - other crops
Water Consumption Green - Agriculture - fodder crops
Land Use - Arable Land - rice
Land Use - Arable Land - wheat
Land Use - Arable Land - other cereals
Land Use - Arable Land - roots and tubers
Land Use - Arable Land - sugar crops
Land Use - Arable Land - pulses
Land Use - Arable Land - nuts
Land Use - Arable Land - oil crops
Land Use - Arable Land - vegetables
Land Use - Arable Land - fruits
Land Use - Arable Land - fibres
Land Use - Arable Land - other crops
Land Use - Arable Land - fodder crops
Land Use - Permanent Pasture
Land Use - Forest Area
Emissions to air:
CO2
CH4
N2O
SOx
NOx
NH3
CO
Benzo(a)pyrene
Benzo(b)fluoranthene
Benzo(k)fluoranthene
Indeno(1,2,3-cd)pyrene
PAH
PCBs
Dioxins
HCB (hexa-chloro benzene)
NMVOC (non-methane volatile organic organic chemicals)
PM10
PM2.5
TSP (total suspended particles)
As
Cd
Cr
Cu
Hg
Ni
Pb
Se
Zn
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A.2 Material flow accounting
Following the concept of social metabolism (Fischer-Kowalski et al. 1997), socio-economic system can be
understood as analogue to a biological organism and thus maintain a “metabolism” (or exchange) with its
natural environment. Inputs (e.g. material, energy, water, air) from nature are used, converted, and partly
integrated into society’s stocks. Sooner or later all these inputs become outputs again, which society discharges
to its environment in the form of waste or emissions. This metabolic process can be recorded in physical or
environmental accounts, one of them being Material Flow Accounts (MFA) (Eurostat 2001, Eurostat 2009).
Material flow accounting and analysis (MFA) is an EU-wide harmonized accounting tool for the material inputs,
stocks and outputs of a socioeconomic system. Thus, MFA measures all material flows that are required for the
establishment, operation and maintenance of a society’s biophysical structures. These biophysical structures
(or “stocks”) by definition include all humans and artifacts as well as the entire productive livestock (animal
husbandry and aquaculture). Artifacts include the entire infrastructure, buildings, vehicles and machinery, as
well as durable goods. Material flows covered include all solid, gaseous and liquid materials, excluding water
and air, and are presented in physical units (mass, mostly in metric tonnes). MFA defines the socioeconomic
system studied, the economy, in analogy to the System of National Accounts (SNA); the boundaries to the
natural environment and to other economies are set accordingly.
1. The border between the socioeconomic system and its natural environment from which material is
extracted and into which emissions and wastes are released.
2. The border between the socioeconomic system and other socioeconomic systems (national
economies) from which goods are imported and/or to which goods are exported.
From the natural environment, resources extracted from domestic territory (domestic extraction, DE) enter the
system as inputs; emissions and waste (domestic processed output, DPO) flow back to nature as outputs.
Imports from other economies enter the system, and exports flow from the system into other economies.
There are cases where the inputs are rather quickly converted into outputs again: Examples are the
combustion of fossil energy carriers or the processing of imported material for subsequent export. However,
there are also cases where materials remain in the socioeconomic system for a longer time (more than one
year); they are – at least temporarily – incorporated into the stocks of the system. All solid, gaseous and liquid
materials (not including water and air) that cross the above-mentioned system boundaries within one year are
counted as material flows in MFA. The unit of measurement is metric tonnes. There is a highly advanced and
internationally harmonized methodology which can be used in compiling an MFA (Eurostat 2001, Eurostat
2009).
Material flow data are usually compiled along four main groups: biomass, fossil energy carriers, metals, non-
metallic minerals. Biomass comprises all resources of plant or animal origin that are extracted from the
environment by humans or productive livestock. This includes agricultural production just as much as biomass
taken up by grazing animals or products from fishing and hunting. Metallic and non-metallic minerals are
included in the MFA as mining raw production. Metals are recorded as crude ore. In the category of the non-
metallic minerals, construction minerals prevail. Fossil energy carriers are solid, liquid and gaseous mineral raw
materials used for the generation of energy (e.g. brown coal and hard coal, petroleum, natural gas).
MFA is predominantly based upon data sets from official statistics and uses estimates for the flows that are
absent from or only insufficiently covered in the statistics (grazed biomass, bulk non-metallic minerals used for
construction, conversion of metals to gross ore). Methods for the classification, aggregation and calculation of
missing data have undergone significant advancement and harmonization in recent years (Eurostat 2001 and
Eurostat 2009).
At the European level, data from national material flow accounts are collected and published annually by
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Eurostat. For the EU15, a time series exists for the years from 1970 onward; for the countries of the EU27, the
MFA time series starts in the year 2000. Besides Eurostat data, several MFA dataset exist from detailed national
studies (e.g. Austria, Germany, Czech Republic, etc.), to regional comparative studies (e.g. Asia and Pacific), and
global datasets (SERI materialflows.net, Krausmann et al. 2009).
A.3 Comparison between the methods
Both the MFA and EIOA tool presented above can be used for the top-down analysis of the resource efficiency
of countries. However the tools take a different point of view and are therefore complementary. Here we
highlight the strength and weaknesses of both tools.
EIOA MFA
Based on EXIOBASE dataset Based on Eurostat & SEC database
Distinguishes 27 Member states Distinguishes 27 Member states
Only available for year 2000 Time series: EU27 2000-2009; EU15 1970-2004
Consumption based approach: can calculate cradle-to-grave
(natural) resource use associated with consumption of products
(e.g. construction work) in a country
Territorial/production based approach: (natural) resources
production, imports, exports and use in a country
Differentiation of material according use; sand for glass production
versus sand for construction purposes
No differentiation of materials according to use.
17 different material categories + 28 air emissions 35 different material categories similar to the domestic extraction in
the EIOA tool
Only the production / building phase is included not the use phase
of the buildings
Focus on production / building phase. Information on the use phase
limited to energy use
Waste & recycling not well covered No inclusion of recycling flows
No distinction between residential buildings, office building,
infrastructure and between new construction & repair,
maintenance
No distinction between residential buildings, office building,
infrastructure and between new construction & repair, maintenance
Focus on flows (per year), stocks are not considered Focus on flows (per year), stocks are not considered
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Appendix B: Countries in EXIOBASE
AT Austria
BE Belgium
BG Bulgaria
CY Cyprus
CZ Czech Republic
DE Germany
DK Denmark
EE Estonia
ES Spain
FI Finland
FR France
GR Greece
HU Hungary
IE Ireland
IT Italy
LT Lithuania
LU Luxembourg
LV Latvia
MT Malta
NL Netherlands
PL Poland
PT Portugal
RO Romania
SE Sweden
SI Slovenia
SK Slovak Republic
GB United Kingdom
US United States
JP Japan
CN China
CA Canada
KR South Korea
BR Brazil
IN India
MX Mexico
RU Russian Federation
AU Australia
CH Switzerland
TR Turkey
TW Taiwan
NO Norway
ID Indonesia
ZA South Africa
WW Rest of World
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Appendix C: EXIOBASE product classification and correspondence with NACE rev 1.1 classification
NACE
Code
Exiobase
Code
Product group name
01
p01.a Paddy rice
p01.b Wheat
p01.c Cereal grains nec
p01.d Vegetables, fruit, nuts
p01.e Oil seeds
p01.f Sugar cane, sugar beet
p01.g Plant-based fibers
p01.h Crops nec
p01.i Cattle
p01.j Pigs
p01.k Poultry
p01.l Meat animals nec
p01.m Animal products nec
p01.n Raw milk
p01.o Wool, silk-worm cocoons
02 p02 Products of forestry, logging and related services
05 p05 Fish and other fishing products; services incidental of fishing
10 p10 Coal and lignite; peat
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p11.a Crude petroleum and services related to crude oil extraction, …
p11.b Natural gas and services related to natural gas extraction, …
p11.c Other petroleum and gaseous materials
12 p12 Uranium and thorium ores
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p13.1 Iron ores
p13.20.11 Copper ores and concentrates
p13.20.12 Nickel ores and concentrates
p13.20.13 Aluminium ores and concentrates
p13.20.14 Precious metal ores and concentrates
p13.20.15 Lead, zinc and tin ores and concentrates
p13.20.16 Other non-ferrous metal ores and concentrates
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p14.1 Stone
p14.2 Sand and clay
p14.3 Chemical and fertilizer minerals, salt and other mining and quarrying products n.e.c.
15
p15.a Products of meat cattle
p15.b Products of meat pigs
p15.c Products of meat poultry
p15.d Meat products nec
p15.e products of Vegetable oils and fats
p15.f Dairy products
p15.g Processed rice
p15.h Sugar
p15.i Food products nec
p15.j Beverages
p15.k Fish products
16 p16 Tobacco products
17 p17 Textiles
18 p18 Wearing apparel; furs
19 p19 Leather and leather products
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20 p20 Wood and products of wood and cork (except furniture); …
21 p21 Pulp, paper and paper products
22 p22 Printed matter and recorded media
23
p23.1 Coke oven products
p23.20.a Motor spirit (gasoline)
p23.20.b Kerosene, including kerosene type jet fuel
p23.20.c Gas oils
p23.20.d Fuel oils n.e.c.
p23.20.e Petroleum gases and other gaseous hydrocarbons, …
p23.20.f Other petroleum products
p23.3 Nuclear fuel
24 p24 Chemicals, chemical products and man-made fibres
25 p25 Rubber and plastic products
26
p26.a Glass and glass products
p26.b Ceramic goods
p26.c Bricks, tiles and construction products, in baked clay
p26.d Cement, lime and plaster
p26.e Other non-metallic mineral products
27
p27.a Basic iron and steel and of ferro-alloys and first products thereof
p27.41 Precious metals
p27.42 Aluminium and aluminium products
p27.43 Lead, zinc and tin and products thereof
p27.44 Copper products
p27.45 Other non-ferrous metal products
p27.5 Foundry work services
28 p28 Fabricated metal products, except machinery and equipment
29 p29 Machinery and equipment n.e.c.
30 p30 Office machinery and computers
31 p31 Electrical machinery and apparatus n.e.c.
32 p32 Radio, television and communication equipment and apparatus
33 p33 Medical, precision and optical instruments, watches and clocks
34 p34 Motor vehicles, trailers and semi-trailers
35 p35 Other transport equipment
36 p36 Furniture; other manufactured goods n.e.c.
37 p37.1 Metal secondary raw materials
p37.2 Non-metal secondary raw materials
40
p40.11.a Electricity by coal
p40.11.b Electricity by gas
p40.11.c Electricity by nuclear
p40.11.d Electricity by hydro
p40.11.e Electricity by wind
p40.11.f Electricity nec, including biomass and waste
p40.12 Transmission services of electricity
p40.13 Distribution and trade services of electricity
p40.2 Manufactured gas and distribution services of gaseous fuels …
p40.3 Steam and hot water supply services
41 p41 Collected and purified water, distribution services of water
45 p45 Construction work
50 p50.a
Sale, maintenance, repair of motor vehicles, motor vehicles parts, motorcycles,
motor cycles parts and accessoiries
p50.b Retail trade services of motor fuel
51 p51 Wholesale trade and commission trade services, except of motor vehicles and
motorcycles
52 p52 Retail trade services, except of motor vehicles and motorcycles; repair services of
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personal and household goods
55 p55 Hotel and restaurant services
60
p60.1 Railway transportation services
p60.2 Other land transportation services
p60.3 Transportation services via pipelines
61 p61.1 Sea and coastal water transportation services
p61.2 Inland water transportation services
62 p62 Air transport services
63 p63 Supporting and auxiliary transport services; travel agency services
64 p64 Post and telecommunication services
65 p65 Financial intermediation services, except insurance and pension funding services
66 p66 Insurance and pension funding services, except compulsory social security services
67 p67 Services auxiliary to financial intermediation
70 p70 Real estate services
71 p71 Renting services of machinery and equipment without operator and of personal and
household goods
72 p72 Computer and related services
73 p73 Research and development services
74 p74 Other business services
75 p75 Public administration and defence services; compulsory social security services
80 p80 Education services
85 p85 Health and social work services
90
p90.01 Collection and treatment services of sewage
p90.02.a Collection of waste
p90.02.b Incineration of waste
p90.02.c Landfill of waste
p90.03 Sanitation, remediation and similar services
91 p91 Membership organisation services n.e.c.
92 p92 Recreational, cultural and sporting services
93 p93 Other services
95 p95 Private households with employed persons
99 p99 Extra-territorial organizations and bodies
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Appendix D: Full description of the construction work sector and subsectors in the NACE rev 1.1 classification
45 Construction This division includes general construction and special trade construction for buildings and civil engineering, building installation and building completion. It includes new work, repair, additions and alterations, the erection of pre-fabricated buildings or structures on the site and also constructions of a temporary nature. General construction is the construction of entire dwellings, office buildings, stores and other public and utility buildings, farm buildings, etc., or the construction of heavy constructions such as motorways, roads, streets, bridges, tunnels, railways, airfields, harbours and other water projects, irrigation systems, sewerage systems, industrial facilities, pipelines and electric lines, sports facilities, etc. This work can be carried-out on own account or on a fee or contract basis. Portions of the work or sometimes the whole of the practical work can be carried out by subcontractors. Special trade construction includes the construction of parts of buildings and civil engineering works or preparation for this purpose. It is usually specialized in one aspect common to different structures, requiring specialized skills or equipment. Activities such as pile-driving, foundation work, water well drilling, carcass work, concrete work, brick laying, stone setting, scaffolding, roof covering, etc., are covered. The erection of steel structures is included provided that the parts are not produced by the same unit. Special trade construction will mostly be carried out under subcontract, but especially in repair construction it is done directly for the owner of the property. Building installation activities includes the installation of all kind of utilities that make the construction function as such. These activities are usually performed at the site of the construction, although parts of the job may be carried-out in a workshop. Included are activities such as plumbing, installation of heating and air-conditioning systems, aerials, alarm systems and other electrical work, sprinkler systems, elevators and escalators, etc. Also included are insulation work (water, heat, sound), sheet metal work, commercial refrigeration work, the installation of illumination and signalling systems for roads, railways, airports, harbours, etc. Repair work relating to the above mentioned activities is also included. Building completion activities encompass activities that contribute to the completion or finishing of a construction such as glazing, plastering, painting and decorating, floor and wall tiling or covering with other materials like parquet, carpets, wallpaper, etc., floor sanding, finish carpentry, acoustical work, cleaning of the exterior, etc. Repair work relating to the above mentioned activities is also included. This division excludes:
lawn and garden installation and maintenance and tree surgeons activities, see 01.41
manufacture of building materials, see section C and D
construction activities directly related to extraction of oil and natural gas, see 11.20. However, the construction of buildings, roads, etc., on the mining site remains in this class
erecting or installing industrial equipment, see section D (e.g. installation of industrial furnaces, turbines, etc.).
erection of complete prefabricated buildings or structures from self-manufactured parts is classified in the relevant category in manufacturing, depending on the material chiefly used, except if the chief material is concrete, in which case it remains classified here
installation of self-manufactured carpentry or joinery is classified in the relevant category in manufacturing, depending on the material used, e.g. of wood in 20.30 (Manufacture of builders' carpentry and joinery)
erection of metal structures from self-manufactured parts, see 28.11
architectural and engineering activities are classified in class 74.20 (Architectural and engineering activities and related technical consultancy).
project management for constructions, see 74.20
cleaning of windows, inside as well as outside, chimneys, boilers, interiors, etc., see 74.70
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45.1 Site preparation 45.11 Demolition and wrecking of buildings; earth moving This class includes: - demolition or wrecking of buildings and other structures - clearing of building sites - earth moving: excavation, landfill, levelling and grading of construction sites, trench digging, rock removal,
blasting, etc. - site preparation for mining: earth moving and other development and preparation of mineral properties and sites This class also includes: - building site drainage - drainage of agricultural or forestry land
45.12 Test drilling and boring This class includes: - test drilling, test boring and core sampling for construction, geophysical, geological or similar purposes This class excludes: - drilling of production oil or gas wells, see 11.20 - water well drilling, see 45.25 - shaft sinking, see 45.25 - geophysical, geological and seismic surveying, see 74.20 - 45.2 Building of complete constructions or parts thereof; civil engineering 45.21 General construction of buildings and civil engineering works This class includes: - construction of all types of buildings - construction of civil engineering constructions: bridges, including those for elevated highways, viaducts, tunnels and subways long-distance pipelines, communication and power lines urban pipelines, urban communication and powerlines; ancillary urban works - assembly and erection of prefabricated constructions on the site This class excludes: - service activities incidental to oil and gas extraction, see 11.20 - erection of complete prefabricated constructions from self-manufactured parts not of concrete, see divisions
20, 26 and 28 - construction work, other than buildings, for stadiums, swimming pools, gymnasiums, tennis courts, golf
courses and other sports installations, see 45.23 - building installation, see 45.3 - building completion, see 45.4 - architectural and engineering activities, see 74.20 - project management for construction, see 74.20 45.22 Erection of roof covering and frames This class includes: - erection of roofs - roof covering - waterproofing, including hydrophobic wall treatment 45.23 Construction of motorways, roads, airfields and sport facilities This class includes: - construction of motorways, streets, roads, other vehicular and pedestrian ways - construction of railways - construction of airfield runways - construction work, other than buildings, for stadiums, swimming pools, gymnasiums, tennis courts, golf
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courses and other sports installations - painting of markings on road surfaces and car parks - surface work on elevated highways, bridges and tunnels - installation of crash barriers, traffic signs and the like This class excludes: - preliminary earth moving, see 45.11 45.24 Construction of water projects This class includes: - construction of:
waterways, harbour and river works, pleasure ports (marinas), locks, etc. dams and dykes
- dredging - subsurface work 45.25 Other construction work involving special trades This class includes: - construction activities specializing in one aspect common to different kind of structures, requiring specialized
skill or equipment: construction of foundations, including pile driving water well drilling and construction, shaft sinking erection of non-self-manufactured steel elements steel bending bricklaying and stone setting scaffolds and work platform erecting and dismantling, including renting of scaffolds and work platforms erection of chimneys and industrial ovens de-humidification of buildings lifting work work with specialist access requirements necessitating climbing skills and the use of related equipment i.e.
working at height on tall structures This class excludes: - renting of scaffolds without erection and dismantling, see 71.32 45.3 Building installation 45.31 Installation of electrical wiring and fittings This class includes: - installation in buildings or other construction projects of:
electrical wiring and fittings telecommunications wiring electrical heating systems, including electric solar energy collectors residential antennas and aerials fire alarms burglar alarm systems lifts and escalators lightning conductors, etc.
This class excludes: - installation of telecommunication systems, see 32.20 45.32 Insulation work activities This class includes: - installation in buildings or other construction projects of thermal, sound or vibration insulation This class excludes: - waterproofing, see 45.22 45.33 Plumbing This class includes:
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- installation in buildings or other construction projects of: plumbing and sanitary equipment gas fittings heating, ventilation, refrigeration or air-conditioning equipment and ducts non-electric solar energy collectors sprinkler systems
This class excludes: - installation of electrical heating systems, see 45.31 45.34 Other building installation This class includes: - installation of illumination and signalling systems for roads, railways, airports and harbours - installation in buildings or other construction projects of fittings and fixtures n.e.c. - general technical repair and maintenance of building installations 45.4 Building completion 45.41 Plastering This class includes: - application in buildings or other construction projects of interior and exterior plaster or stucco, including
related lathing materials 45.42 Joinery installation This class includes: - installation of not self-manufactured doors, windows, door and window frames, fitted kitchens, staircases,
shop fittings and the like, of wood or other materials - interior completion such as ceilings, wooden wall coverings, movable partitions, etc. This class excludes: - laying of parquet and other wood floor coverings, see 45.43 45.43 Floor and wall covering This class includes: - laying, tiling, hanging or fitting in buildings or other construction projects of:
ceramic, concrete or cut stone wall or floor tiles, ceramic stove fitting parquet and other wood floor coverings carpets and linoleum floor coverings, including of rubber or plastic terrazzo, marble, granite or slate floor or wall coverings wallpaper
This class excludes: - activities of interior decoration designers, see 74.87 45.44 Painting and glazing This class includes: - interior and exterior painting of buildings - painting of civil engineering structures - installation of glass, mirrors, etc. This class excludes: - installation of windows, see 45.42 45.45 Other building completion This class includes: - installation of private swimming pools - steam cleaning, sand blasting and similar activities for building exteriors - other building completion and finishing work n.e.c. This class excludes: - interior cleaning of buildings and other structures, see 74.70
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45.5 Renting of construction or demolition equipment with operator 45.50 Renting of construction or demolition equipment with operator This class includes: - renting of cranes, with operator This class excludes: - renting of construction or demolition machinery and equipment without operators, see 71.32
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Appendix E: Final demand associated with the residential built
environment
The final demand associated with the residential built environment in a single year consists of two parts.
The first part is the demand for new dwellings, and major alterations/additions/renovations of existing
buildings. Typically the demand for new dwellings is not recorded as a direct payment from households to the
construction sector but as an investment recorded as gross fixed capital formation. Eurostat gives information
on gross fixed capital formation by asset type in the Gross fixed capital formation by 6 asset types - current
prices (nama_pi6_c) table. One of the asset types specified is dwellings. These values have been used to specify
the demand for construction work in the European countries. Substantial alterations, additions and
renovations of dwellings might also be included in this gross fixed capital formation for dwellings. The GFCF
value covers investment by all sectors such as private households and other institutions. Hence new dwellings
built for public housing corporations are included as well.
The second part is associated with the use and maintenance of the residential buildings. Part of larger
maintenance work is covered by GFCF but some smaller maintenance work like painting is covered by direct
payments (not an investment) to the construction work sector and demand for construction materials. The
final demand for construction materials and direct payments to the construction work sector were available in
EXIOBASE. Another activity of the use of the residential built environment is space heating and cooling. Space
heating can be provided by different kinds of fuels and electricity. Final demand for natural gas, heat and
coal&peat, was assumed to be all used for space heating. Final demand for electricity was only partly attributed
to space heating and cooling. Country specific data describing the household use of electricity were used to
estimate the fraction used for space heating. Of all oil fuels bought by private households only the final
demand for fuel oil was assumed to be used for space heating. Wood may both be used for space heating and
for construction purposes.
Combining the information on GFCF in dwellings available from Eurostat plus the direct payments of private
consumers on energy products for space heating and cooling plus the direct payment of private consumers on
building materials and construction work described the demand for new construction and use/maintenance of
the current dwelling stock in the year 2000.
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Appendix F: Comparison between LCA and IOA studies of residential
houses
LCA and IOA are both life cycle tools that try to model all environmental interventions from 'gradle-to-grave' of
an product or service. However when IOA is used to examine the environmental interventions associated with
new residential housing and use/maintenance of residential housing in one year – as is done in this study – an
important difference exists between the two approaches.
In LCAs of residential houses the functional unit is a single residential building. The environmental interventions
associated with the building phase, use/maintenance phase, and demolition phase of this single building are all
recorded. Because the lifetime of a building is so large it means that the build phase may have happened many
years in the past when examining existing buildings and that the demolition phase will only happen many years
into the future. However the data needed to model the emissions in the supply chain of the everything needed
in the building phase, use/maintenance phase and demolition phase are only available for the present (or
slightly outdated). We do not have a LCA model of the supply chain in the 1950's when the house was built nor
do we have a LCA model for 2050 when demolition of the house will likely take place. All stages are modelled
with current technology. This limitation of LCAs of residential units is something to be kept in mind when
comparing the environmental impacts associated with the building phase, use phase and demolition phase of a
single residential unit. Likely there is an overestimation of the impacts associated with the use phase or
underestimation of the impacts associated with the building phase because technology improves in time.
In the current IOA of residential housing the functional unit is all the houses built in a single year and all
use/maintenance of the existing stock of residential houses in that same year. This means that the
environmental emissions associated with the building phase relates to a different group of houses than the
environmental emissions associated with the use phase. Thus the object of study in an IOA is completely
different from the object of study of an building LCA.
18
Appendix G: Contribution Analysis
Land use
Commodity(v) Commodity(>) Contrib.(%)
Products of forestry[EU] Products of forestry[EU] 31
Construction work[EU] Products of forestry[XX] 22
Construction work[EU] Products of forestry[EU] 20
Wood and products of wood [EU] Products of forestry[EU] 6
Construction work[EU] Crops nec[EU] 4
Construction work[EU] Crops nec[XX] 4
Wood and products of wood [EU] Products of forestry[XX] 3
Construction work[EU] Construction work[EU] 2
Water Blue
Commodity(v) Commodity(>) Contrib.(%)
Construction work[EU] Crops nec[EU] 42
Construction work[EU] Crops nec[XX] 20
Construction work[EU] Construction work[EU] 16
Construction work[EU] Beverages[EU] 2
Construction work[EU] Products of forestry[XX] 2
Products of forestry[EU] Crops nec[EU] 1
Products of forestry[EU] Products of forestry[EU] 1
Construction work[EU] Food products nec[EU] 1
Construction work[EU] Paddy rice[XX] 1
Water green
Commodity(v) Commodity(>) Contrib.(%)
Construction work[EU] Crops nec[EU] 39
Construction work[EU] Crops nec[XX] 25
Construction work[EU] Construction work[EU] 15
Construction work[EU] Beverages[EU] 2
Construction work[EU] Products of forestry[XX] 2
Products of forestry[EU] Crops nec[EU] 1
Construction work[EU] Wheat[EU] 1
Construction work[EU] Food products nec[EU] 1
Timber
Commodity(v) Commodity(>) Contrib. (%)
Products of forestry[EU] Products of forestry[EU] 50
Products of forestry[EU] Products of forestry[EU] 10
Construction work[EU] Products of forestry[EU] 31
Construction work[EU] Products of forestry[EU] 5
Iron ore
Commodity(v) Commodity(>) Contrib.(%)
Construction work[EU] Iron ores[XX] 83
Construction work[EU] Iron ores[EU] 6
Distribution and trade services of electricity[EU] Iron ores[XX] 2
Manufactured gas and distribution services of gaseous fuels
through mains[EU] Iron ores[XX] 2
Electricity by coal[EU] Iron ores[XX] 1
Steam and hot water supply services[EU] Iron ores[XX] 1
19
Bauxite and aluminium ores
Commodity(v) Commodity(>) Contrib. (%)
Construction work[EU] Aluminium ores and concentrates[XX] 61
Construction work[EU] Construction work[EU] 21
Construction work[EU] Aluminium ores and concentrates[EU] 9
Manufactured gas and distribution services of gaseous fuels
through mains[EU] Aluminium ores and concentrates[XX] 2
Steam and hot water supply services[EU] Aluminium ores and concentrates[XX] 1
Copper ores
Commodity(v) Commodity(>) Contrib. (%)
Construction work[EU] Copper ores and concentrates[XX] 57
Construction work[EU] Precious metals[EU] 23
Construction work[EU] Copper ores and concentrates[EU] 9
Manufactured gas and distribution services of gaseous fuels
through mains[EU] Copper ores and concentrates[XX] 2
Lead ores
Commodity(v) Commodity(>) Contrib. (%)
Construction work[EU] Lead, zinc and tin ores and concentrates[EU] 41
Construction work[EU] Lead, zinc and tin ores and concentrates[XX] 32
Construction work[EU] Construction work[EU] 7
Manufactured gas and distribution services of gaseous fuels
through mains[EU] Lead, zinc and tin ores and concentrates[XX] 2
Steam and hot water supply services[EU] Lead, zinc and tin ores and concentrates[EU] 2
Construction work[EU] Sand and clay[EU] 2
Construction work[EU] Cement, lime and plaster[EU] 2
Distribution and trade services of electricity[EU] Lead, zinc and tin ores and concentrates[XX] 1
Manufactured gas and distribution services of gaseous fuels
through mains[EU] Lead, zinc and tin ores and concentrates[EU] 1
Steam and hot water supply services[EU] Lead, zinc and tin ores and concentrates[XX] 1
Nickel ores
Commodity(v) Commodity(>) Contrib. (%)
Construction work[EU] Nickel ores and concentrates[XX] 31
Construction work[EU] Precious metal ores and concentrates[XX] 21
Construction work[EU] Coal and lignite; peat[XX] 18
Construction work[EU] Nickel ores and concentrates[EU] 9
Construction work[EU] Sand and clay[EU] 6
Electricity by coal[EU] Coal and lignite; peat[XX] 3
Construction work[EU] Construction work[EU] 3
Steam and hot water supply services[EU] Coal and lignite; peat[XX] 2
Tin ores
Commodity(v) Commodity(>) Contrib. (%)
Construction work[EU] Lead, zinc and tin ores and concentrates[XX] 82
Manufactured gas and distribution services of gaseous fuels
through mains[EU] Lead, zinc and tin ores and concentrates[XX] 4
Distribution and trade services of electricity[EU] Lead, zinc and tin ores and concentrates[XX] 3
Steam and hot water supply services[EU] Lead, zinc and tin ores and concentrates[XX] 3
Electricity by coal[EU] Lead, zinc and tin ores and concentrates[XX] 2
Electricity by gas[EU] Lead, zinc and tin ores and concentrates[XX] 1
20
Zinc ores
Commodity(v) Commodity(>)
Contrib.
(%)
Construction work[EU] Lead, zinc and tin ores and concentrates[XX] 44
Construction work[EU] Lead, zinc and tin ores and concentrates[EU] 31
Construction work[EU] Construction work[EU] 5
Distribution and trade services of electricity[EU] Lead, zinc and tin ores and concentrates[XX] 2
Manufactured gas and distribution services of gaseous fuels
through mains[EU] Lead, zinc and tin ores and concentrates[XX] 2
Steam and hot water supply services[EU] Lead, zinc and tin ores and concentrates[XX] 2
Construction work[EU] Sand and clay[EU] 2
Steam and hot water supply services[EU] Lead, zinc and tin ores and concentrates[EU] 1
Construction work[EU] Cement, lime and plaster[EU] 1
Clays and clay minerals
Commodity(v) Commodity(>) Contrib. (%)
Construction work[EU] Sand and clay[EU] 80
Construction work[EU] Sand and clay[XX] 5
Sand and clay[EU] Sand and clay[EU] 4
Construction work[EU] Cement, lime and plaster[EU] 3
Construction work[EU] Other non-metallic mineral products[EU] 2
Limestone, gypsum, chalk, dolomit
Commodity(v) Commodity(>) Contrib. (%)
Construction work[EU] Stone[EU] 86
Construction work[EU] Cement, lime and plaster[EU] 5
Construction work[EU] Stone[XX] 5
Construction work[EU] Other non-metallic mineral products[EU] 1
Slate
Commodity(v) Commodity(>) Contrib. (%)
Construction work[EU] Stone[EU] 88
Construction work[EU] Cement, lime and plaster[EU] 5
Construction work[EU] Stone[XX] 3
Construction work[EU] Other non-metallic mineral products[EU] 1
Building stones
Commodity(v) Commodity(>) Contrib. (%)
Construction work[EU] Stone[XX] 70
Construction work[EU] Stone[EU] 25
Construction work[EU] Cement, lime and plaster[EU] 1
Gravel and sand
Commodity(v) Commodity(>) Contrib. (%)
Construction work[EU] Sand and clay[EU] 82
Sand and clay[EU] Sand and clay[EU] 5
Construction work[EU] Cement, lime and plaster[EU] 4
Construction work[EU] Sand and clay[XX] 4
Construction work[EU] Other non-metallic mineral products[EU] 2
21
Acidification
Commodity(v) Commodity(>) Extension Contrib. (%)
direct direct SOx 19
Electricity by coal[EU] Electricity by coal[EU] SOx 15
Construction work[EU] Electricity by coal[EU] SOx 10
direct direct NOx 8
Steam and hot water supply services[EU] Steam and hot water supply services[EU] SOx 4
Construction work[EU] Construction work[EU] SOx 4
Construction work[EU] Electricity by coal[XX] SOx 3
Electricity by coal[EU] Electricity by coal[EU] NOx 2
Electricity nec, including biomass and
waste[EU] Electricity nec, including biomass and waste[EU] SOx 2
Construction work[EU] Cement, lime and plaster[EU] SOx 2
Construction work[EU] Electricity by coal[EU] NOx 2
Construction work[EU] Construction work[EU] NOx 2
Steam and hot water supply services[EU] Electricity by coal[EU] SOx 1
Steam and hot water supply services[EU] Steam and hot water supply services[EU] NOx 1
Construction work[EU]
Basic iron and steel and of ferro-alloys and first products
thereof[EU] SOx 1
Human toxicity
Commodity(v) Commodity(>) Extension Contrib. (%)
Construction work[EU]
Basic iron and steel and of ferro-alloys and first products
thereof[EU] PAH 26
direct direct NMVOC 15
Construction work[EU]
Basic iron and steel and of ferro-alloys and first products
thereof[XX] PAH 5
Construction work[EU] Inland water transportation services[XX] As 5
Construction work[EU] Copper products[EU] As 4
Construction work[EU] Construction work[EU] NMVOC 4
Construction work[EU] Inland water transportation services[EU] As 3
Electricity by coal[EU] Electricity by coal[EU] As 2
Construction work[EU]
Basic iron and steel and of ferro-alloys and first products
thereof[EU] As 2
Construction work[EU] Copper products[XX] As 2
Construction work[EU] Electricity by coal[EU] As 1
Construction work[EU] Construction work[EU] Ni 1
Global warming
Commodity(v) Commodity(>) Extension Contrib. (%)
direct direct CO2 46
Construction work[EU] Cement, lime and plaster[EU] CO2 8
Electricity by coal[EU] Electricity by coal[EU] CO2 5
Construction work[EU]
Basic iron and steel and of ferro-alloys and first products
thereof[EU] CO2 5
Steam and hot water supply services[EU] Steam and hot water supply services[EU] CO2 3
Construction work[EU] Electricity by coal[EU] CO2 3
Construction work[EU] Construction work[EU] CO2 3
Coal and lignite; peat[EU] Coal and lignite; peat[EU] CH4 2
Electricity by gas[EU] Electricity by gas[EU] CO2 2
Construction work[EU]
Basic iron and steel and of ferro-alloys and first products
thereof[XX] CO2 1
Direct direct CH4 1
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Appendix H: Construction work as by-product
The EXIOBASE supply-use tables used in the top-down analysis show that the product "construction work" is for the largest part delivered by the "construction" sector. However some construction work is also produced as a by-product of other activities. For example an open cast mine may build roads for itself for access to the mine. This road building is recorded as by-product of the mining activity. Here we examine what it means that some of the construction work is a by-product of other activities in European countries.
The share of construction work produced by the construction sector in the total production of construction work is dominant in European countries as shown in Table H.1. On average 93% of construction work in the EU27 is output of the construction sector. It ranges from 100% in Denmark, Ireland and Romania to 76.9% in Malta.
When analysing the environmental interventions associated with the demand for construction work the supply-use tables are converted into input-output tables. When creating the input-output tables, the construction work by-products and associated environmental interventions are transferred to the construction sector making the construction sector the only supplier of construction work (in the input-output table every sector produces only its main product and no by-products). When transferring the construction work as by-product, the environmental interventions that are brought along may seem awkward for the construction sector. This effect will be illustrated below with a small example.
Table H.1: output of construction work by the construction sector as share of the total product output of construction work.
Country
code
Total output of construction
work by all sectors
Output of construction work
by the sector construction
only
Construction work provided
by sector construction
M.Eur M.Eur %
EU27 4904781 4559128 93.0
AT 29161 27356 93.8
BE 37571 34407 91.6
BG 1501 1356 90.3
CY 1592 1507 94.7
CZ 13551 12214 90.1
DE 226622 217037 95.8
DK 20496 20496 100.0
EE 949 892 93.9
ES 125492 123285 98.2
FI 16941 16643 98.2
FR 158647 157213 99.1
GR 21402 20873 97.5
HU 5410 4657 86.1
IE 19474 19474 100.0
IT 132508 129793 98.0
23
LT 1282 1219 95.1
LU 2896 2756 95.2
LV 1028 955 93.0
MT 361 278 76.9
NL 61332 58894 96.0
PL 33922 30471 89.8
PT 24974 24049 96.3
RO 4529 4529 100.0
SE 18782 17862 95.1
SI 3361 3190 94.9
SK 4143 3609 87.1
GB 203022 197810 97.4
Suppose that our economy has two industry sectors: iron ore mining and construction. The iron ore mining sector produces iron ore as main product and a small amount of construction work as by-product. The construction sector produces construction work only. This information is shown in the supply table (Table H.2). The iron ore mining sector uses some construction work, labour and has profits. The construction sector has inputs of iron ore and some self-input of construction work. This information is contained in the use table (Table H.3).
The iron ore mining industry also has some environmental interventions. It takes iron ore from nature. This natural resource extraction is contained in the environmental extensions table (Table H.4).
Table H.2: hypothetical supply table
iron ore mining construction total
iron ore 130 0 130
construction work 20 200 220
Total 150 200
Table H.3: hypothetical use table
iron ore mining construction final demand total
iron ore 0 80 50 130
construction work 60 30 130 220
labour 60 20 - 80
profits 30 70 - 100
total 150 200 180
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Table H.4: environmental interventions
iron ore mining construction total
iron ore extraction 5 0 5
When the supply–use tables are converted into a PxP-ita1 input-output table and the direct environmental intervention associated with the construction work are calculated (Table H.5), we see that some of the iron ore extraction has been transferred to construction work. The total iron ore extraction in the economy remains the same. Please notice the change in labels. In Table H.4 the direct environmental interventions associated with the industry sectors are given. After conversion of the supply-use table in a PxP-ita input-output table we have obtained the direct environmental extensions associated with the products.
Table H.5: environmental interventions associated with the products
iron ore construction work total
iron ore extraction 4.33 0.67 5
The previous example explains why we see that construction work has a direct contribution to environmental resource extraction while in the original supply-use tables no direct environmental resource extraction takes place in the construction sector.
1 Product-by-product input-output table based on industry technology assumption. Model B from the Eurostat manual
(EC, 2008).
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Appendix I: Country comparisons
I.1 Resource use
Between countries there are differences in the importance of the construction sector and the use of resources for the construction sector. Looking at contribution to GDP, it ranges from 4% (Sweden) to 13% (Luxemburg, Greece and Spain), mostly being around 9 or 10%. Looking at the use of resources, the construction work sector contributes much in all countries, but the ranges are wider: from around 25% (Malta, Poland and Sweden) to over 60% (Finland, Cyprus and Greece).
Resource intensity calculations can be made as well. Figure I.1 shows the intensity of use for sand and gravel in three ways: per € (corrected for differences in level of income), per capita and per m2 constructed building. The numbers are normalized to the EU-average. Interesting differences can be seen, that are worthy of further analysis. In general it seems that the three ways of calculating resource intensity provide rather similar results. This probably says something about the construction activity itself, or, alternatively, about the way the construction statistics are organized. There are exceptions, however – Ireland has a high per capita intensity but does not score so high on the other two, while Latvia and Lithuania score very high per € but not so much on the other two. High and low scorers in general can be distinguished, however, it does not appear to be linked to geographical location of the countries. This issue is explored further in Section 5.
Figure I.1: sand and gravel intensity per country, normalized to EU-27 average, ca. 2000
A similar graph has been made for iron ore. Figure I.2 shows this. Again, we can see significant differences between countries. Although the pattern is not identical, it shows great similarities to the sand and gravel graph.
26
Figure I.2: iron intensity per country, normalized to EU-27 average, ca, 2000
I.2 Emissions
The GHG emissions of the construction work sector throughout the EU-27 show a remarkable similarity. The contribution to the national total ranges from 5-6% (Sweden, Bulgaria, Great-Britain and Malta) to 15-17% (Cyprus, Slovenia and Portugal). Other emissions range from a contribution to acidification of 3-4% (Latvia, Malta, Bulgaria and Sweden) to 11-12% (Cyprus, Portugal and Greece), to human toxicity of 5-6% (Malta, Sweden) to 24-27% (Cyprus, Portugal), and to POCP from 7-9% (Bulgaria, Romania and Sweden) to 25-30% (Latvia, Greece and Portugal). The ranges are somewhat wider, and some of the same countries seem to appear at the lower and higher end of the range. Notably Cyprus, Greece and Portugal seem to have high emissions associated to construction, while Sweden always appears at the lower end.
Figure I.3 shows the GHG emissions per €, per capita and per m2, normalized to EU-27 average levels. Especially the amount of GHG-emissions per m2 is remarkably constant, not varying more than a factor 2 over all countries. The GHG-emissions per capita are also rather constant. Only the emissions / € fluctuate a bit more, with high values especially for a number of Eastern European countries. This seems to reflect differences in GDP rather than anything else.
27
Figure I.3: GHG emission intensity of the Construction work sector in EU-27 countries, normalized to average EU-27 levels, ca. 2000.
I.3 Country clustering
Clustering on the basis of heating degrees days
It has been suggested that countries, depending on their characteristics, have similar construction practices. Climate may have to do with it, or the presence of a large tourist sector, or the average level of welfare. A distinction in three regions has been made to test this hypothesis with the EXIOPOL data, in line with the IMPRO building study where three clusters of countries have been made on the basis of Heating Degrees Days (HDD):
North: LT, LV, EE, SE, FI
South: MT, CY, PT, GR, ES, IT, FR
Central and East: BE, NL, IE, HU, SI, LU, DE, UK, SK, DK, CZ, AT, PL, RO, BG
These three regions are defined based on climate: number of heating days. This is especially useful when analyzing energy use for heating and cooling in the use phase of the building. It has implications for the construction stage as well, such as more construction minerals used for roads in order to gain resistance to frost for example. Figure I.4 shows, for these three regions, a comparison of their life-cycle resource use and emissions per capita.
28
Figure I.4: Resource extractions and emissions per capita of the construction sector for EU-27 divided into three regions, normalized to the highest score
Interesting differences can be seen – for example, the use of wood is high in the Northern countries, as is the use of copper and zinc, while clay, slate, tin and zinc score highly in Central European countries. Southern countries appear to use more stone and aluminium. Emissions are highest in Southern European countries. It should be noted, however, that the spread within those regions is very high. To identify those three regions as really characteristic in their building practices is therefore not easy. The Figures in Chapter 3 show that there are indeed differences per country, especially when looking at resource use.
Figures I.5 and I.6 shows that changing the comparison basis (from per capita to per € or per m2) in most cases does not have a large influence on the results. Only Southern countries seem to score lower, especially for the emissions, compared to the other two regions.
Figure I.5: resource extractions and emissions per m2 of addition floor space of the construction sector for EU-27 divided into three regions, normalized to the highest score.
29
Figure I.6: resource extractions and emissions per price level corrected Euro of the construction sector for EU-27 divided into three regions, normalized to the highest score.
Clustering on the basis of environmental impacts
In the previous section we showed how resource cradle-to-grave extraction and environmental impacts differed between three regions that differ in the number of heating degrees days. In this section we will investigate how clusters of countries would look like, if we cluster on the basis of the environmental characteristics of the construction work sector. Perhaps we can identify clusters of countries where the construction is particular efficient.
This clustering could have been done in a manual fashion but a more formalized approach is cluster analysis. Cluster analysis tries to group the countries in such a way that within a single cluster the characteristics are
30
more similar than between the clusters. To be able to do so the impacts in a specific category were normalized by setting the highest impact to 1. It was assumed that every category (resource extraction or environmental theme) had equal weight and that three clusters was an appropriate number of clusters.
The result of the cluster analysis resulted in the following groups:
1. GR, RO 2. AT, BE, DE. ES, FR, GB, IE, IT, LU, MT, PT, SI 3. BG, CY, CZ, DK, EE, FI, HU, LT, LV, NL, PL, SE, SK
Creating a heat map of the normalized impacts of construction work in each country putting the countries with a cluster next to each other, illustrates the result as shown in Figure I.7.
Romania and Greece are exceptional in that they score very high or highest in several resource extraction categories, but do not score very high in the impact categories. The group Bulgaria – Slovak Republic score on the high side with regard to environmental impacts and are score middle/high in many resource extraction categories. The group Austria – Slovenia consists of the countries that score on the lower side with regard to resource extraction and environmental impacts.
Figure I.7: heat map of countries, clustered in three groups based on their extractions-and-emissions profile. Category number 1-16 are the natural resource extraction categories, and category number 17-20 are the acidification, photochemical oxidation, human toxicity, and global warming categories respectively.
We can further see that within the clusters there is a high variability, indicating there is no strict pattern even within those clusters. The last four columns show up a little more prominently in the third cluster: those are the four emission categories. The same is true for the second column (iron ore) and the fifteenth (sand and gravel). Apparently the construction sector in these countries is a bit more material and energy intensive. In the two larger clusters, countries from all over Europe appear. The four largest countries (the UK, Germany, France and Italy) are all in the second cluster. The third cluster includes many Eastern European countries, but also Finland, Denmark and the Netherlands.
31
Conclusions
A cluster analysis can be performed in different ways. It would be interesting to explore other options in the project, to see whether more consistent patterns can be detected, and to exclude any statistical glitches as are now apparent in the database.
These preliminary results discussed in Section 5.1 and 5.2 indicate that climate and its effects on the way buildings are constructed does not have a decisive influence on the environmental impacts associated with the construction of these buildings. Otherwise the clustering on the basis of the environmental impacts would have looked similar to a clustering on basis of HDD of a country. Of course climate might have a decisive influence on the environmental impacts of the use phase of buildings because of heating and/or cooling requirements.
32
Appendix J Possibilities and limitations of the top-down approach
J.1 Evaluation of the top-down approach
The top-down approach is very useful in different ways. Because the two main databases are comprehensive, there is no worry about sectors, flows etc. that are not included. The MFA database finds its detail in the materials covered, while the IOA database obtains its added value from the sectoral structure and the chain approach that is possible because of it.
MFA databases can be used to spot trends over time, since time series spanning decades are available. Changes in the pattern of a nation’s resource use can be detected. Also, a comparison between countries can be made. Emissions are not included in MFA accounts. However, an approach has been developed to link MFA accounts to an environmental impact assessment, using LCA data on impacts per kg of material. This allows the materials to be environmentally weighed.
IOA databases link emissions and extractions to sectors. By the monetary flows, it is also possible to allocate emissions to sectors via the chain. Since EXIOPOL has a global coverage, also emissions occurring outside the EU are included. This is a very strong point of IOA. Unfortunately, EXIOPOL does not contain time series, so trends over time cannot be spotted. Country comparisons are possible, however.
Both approaches also have their limitations. With MFA, it is possible to see material flows in great detail. However, there is no sectoral distinction in MFA or any indication of where the materials are further used. It is therefore not possible to see who uses the material and for what. Also, stocks are not accounted for. Dynamic MFA as an approach exists and may be linked to the MFA accounts, but presently this is not available.
A first model of stocks and flows for buildings and infrastructure (road and rail) was developed recently and applied to the EU27. This model started from data on buildings and roads and thus is considered a bottom-up approach. However, the conceptual framework follows the MFA conventions, and thus MFA data can be related to the stock/flow model results. The stock/flow model then allows for investigating the material flows necessary to maintain existing stocks as well as the flows used for building new stocks. Relevant results from the stock/flow model will be included in the next version of this topical paper.
IOA has a distinction into sectors. The level of detail required for this project however is larger than EXIOPOL can deliver. In the built environment, the use phase is very important. IOA is typically production-oriented and has very little detail in the use phase and therefore cannot specify the contribution of energy use related to buildings. As for MFA, also IOA is flow oriented, so stocks are not specified. Expanding IOA with stocks is even more complicated than for MFA. This is a real problem when we have to start modeling. The list of emissions included in EXIOPOL is large compared to other IOA models. Nevertheless is it far from complete. Many impact categories are missing and any emissions to other environmental compartments than air are absent.
All in all, the two main top-down approaches used in this process have a number of gaps:
Missing emissions / impact categories in IOA, no emissions at all in MFA
Missing resources in both MFA and IOA, especially land, water
Insufficient detail in the sectoral structure; completely missing in MFA and too aggregate in IOA
Stock/flow issues, difficult to address in any top-down approach, but very important for the built environment: not covered in IOA, incidentally in MFA
Use-phase impacts: consumption categories not included in MFA and very aggregate in IOA.
Therefore it is not possible to arrive at a focus on specific sub-systems of the built environment from a top-down approach. To justify such a focus, a bottom-up approach is indicated.
It also implies that if we want to calculate the impacts of certain changes in construction practice or the built environment using IOA, additions must be made to the IOA-model. This can either have the shape of distinguishing sub-sectors of the built environment and bringing more detail in the consumption categories, or
33
of using additional, bottom-up models such as LCA or dynamic SFA, and combine those with the IOA model in a hybrid approach.
J.2 Using EXOBASE together with the bottom-up building scenarios
The analysis of the environmental impacts associated with construction work in this paper has focused on the situation in 2000. In the next phase of the project, future scenarios will be investigated. EXIOBASE will be used to examine environmental impacts and wider economic effects of these scenarios.
The principal data for the scenarios that describe the future developments of infrastructure in Europe are typically detailed data on the amount of plaster, cement, bricks, windowpane glass needed every year. These materials are necessary both for new infrastructure as well as renovation. Also the development in time of the energy use for heating and cooling of residential and office buildings will be gathered.
These detailed physical building material data (which are in itself already interesting) have to be connected with the input-output model. The input-output model will be used to calculate the environmental interventions associated with the use of the building materials and use-phase of the current building stock. To be able to do so we need to solve three problems. First there is a classification problem. The product groups distinguished in EXIOBASE are different from the specific materials distinguished in the bottom-up scenarios. Therefore we have to develop a correspondence table between the detailed materials distinguished in the scenarios and the rather broad product groups in EXIOBASE. A second challenge is the difference between the expression of the bottom-up construction material specification in physical terms and the EXIOBASE monetary flows. This will be solved by specifying the bottom-up scenarios in relative change of materials used with regard to the ‘status quo’ scenario which specifies the current situation. The third challenge is to specify the use phase of the current building stock in the input-output model. This means that we have to specify direct emissions from households as associated with the use of the current building stock and the energy use of the current building stock. For each point in time we would need a separate specification of these emissions as the building stock evolves in time, both in size and in composition.