Ecological Indicators 36 (2014) 640–643
Contents lists available at ScienceDirect
Ecological Indicators
jou rn al hom epage: www.elsevier.com/locate/ecolind
On the feasibility of a consumer-based allocation method in national
GHG inventories
Dario Caro
a
, Simone Bastianoni
a,∗
, Simone Borghesi
b
, Federico Maria Pulselli
a
a
Department of Earth, Environmental and Physical Sciences, Ecodynamics Group, University of Siena, Pian dei Mantellini 44, 53100 Siena, Italy
b
Department of Political and International Sciences, University of Siena, Via Mattioli 10, 53100 Siena, Italy
a r t i c l e i n f o
Article history:
Received 4 July 2013
Received in revised form
16 September 2013
Accepted 18 September 2013
Keywords:
Consumer-based perspective
Carbon intensity
GHG emissions accounting
International trade.
a b s t r a c t
The Intergovernmental Panel on Climate Change (IPCC) has defined a comprehensive method for taking
into account greenhouse gases (GHGs) emissions released from different countries. The geographical or
producer-based perspective currently used in the IPCC framework does not consider (and may therefore
encourage) delocalization of production from industrialized to other countries, thus allocating responsi-
bility for emissions associated with goods and services, consumed in one country but produced elsewhere,
exclusively to the producer. The Environmentally Extended Input–Output (EEIO) analysis has long been
recognized as a useful tool for attributing GHG emissions or resource use to final consumers in a consis-
tent accounting framework. While it is clear that there are several advantages to using a consumer-based
perspective with the EEIO analysis, questions regarding the implementation of this methodology have
arisen, and its adoption in dealing with GHGs inventory has so far been limited. Here, we propose a
formalization, in order to evaluate GHG emissions associated with goods and services that are traded
internationally, based on a systemic approach that places the responsibility on consumer countries, and
weighs imported and exported goods by applying national carbon intensity factors. The use of these
aggregate indicators is appropriate to have a reference point for a worldwide application of this tool in
order to implement policies for GHG emission reduction.
© 2013 Elsevier Ltd. All rights reserved.
The Kyoto Protocol was an important step for the challenge of
international climate change. However, it has brought about weak
results for a number of reasons, including insufficient GHG reduc-
tion, application to a limited number of nations, pros and cons in the
use of flexible mechanisms (see, for example, Barrett, 1998; Cooper,
2001; Prins and Rayner, 2007; Brook et al., 2007; den Elzen and
Höhne, 2008). As a consequence, national economies, companies
and single producers have often found solutions to limit their costs,
to the detriment of the overall effectiveness of the protocol. One of
these consequences, for example, has been the progressive delo-
calization of industrial activity in developing countries, which also
depends on the way in which emission responsibility is assigned at
the national level.
The debate on how to monitor greenhouse gases (GHGs)
released from countries has become more and more relevant in
recent years, and is focused on the implications of the producer- and
consumer-based perspective on emissions allocation (Munksgaard
and Pedersen, 2001; Peters and Hertwich, 2008a). The Inter-
governmental Panel on Climate Change (IPCC) has defined a
∗
Corresponding author. Tel.: +39 0577234358; fax: +39 0577232004.
E-mail addresses: simone.bastianoni@unisi.it, bastianoni@unisi.it
(S. Bastianoni).
comprehensive method to standardize GHG inventories in order
to account for GHGs released and absorbed in national systems
(IPCC, 2006). The method adopts a geographical or producer-based
perspective, which considers emissions produced within system
boundaries. The IPCC method is widely used and provides punctual
measures of GHG emissions at national level. However it shows an
incomplete picture of the emissions that can be attributed to the
economy (Ghertner and Fripp, 2007), and a real problem emerges
for the allocation of emissions related to products involved in
international trade (i.e. produced in one country but consumed
elsewhere). In short, the geographical (i.e. producer) perspective
implies that the countries where the finished products are actually
consumed take no responsibility for the environmental impacts
generated by the producer countries, thus ignoring the interna-
tional trade effect (Bastianoni et al., 2004).
Consequently, the scientific community has focused on an alter-
native consumer-based perspective that could complement the
geographical/producer-based one by including all driving forces
for GHG emissions associated with consumption (consumer per-
spective) (Davis et al., 2011). In particular, several authors have
highlighted the need to include an import-export evaluation in
emission inventories focusing on the localization of emissions,
especially those embodied in international trade (e.g. Bastianoni
et al., 2004; Liu and Wang, 2009; Peters et al., 2012).
1470-160X/$ – see front matter © 2013 Elsevier Ltd. All rights reserved.
http://dx.doi.org/10.1016/j.ecolind.2013.09.021