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Agricultural Systems
journal homepage: www.elsevier.com/locate/agsy
Climate change impacts on EU agriculture: A regionalized perspective taking
into account market-driven adjustments
María Blanco
a,⁎
, Fabien Ramos
b
, Benjamin Van Doorslaer
c
, Pilar Martínez
a
, Davide Fumagalli
b
,
Andrej Ceglar
b
, Francisco J. Fernández
a
a
Technical University of Madrid, Spain
b
Institute for Environment and Sustainability (IES), Joint Research Centre (JRC), Italy
c
Institute for Prospective Technological Studies (IPTS), Joint Research Centre (JRC), Spain
ARTICLE INFO
Keywords:
Climate change
Crop productivity
Agrifood system
Bio-economic modelling
Carbon fertilization effects
ABSTRACT
The biophysical and economic consequences of climate change for agriculture are surrounded by uncertainties.
The evaluation of climate change impacts on global and regional agriculture has been studied at length. In most
cases, however, global and regional impacts are examined separately. Here we present a regionalized assessment
– for the 2030 time horizon – covering the whole European Union while accounting for market feedback through
international markets. To account for uncertainty on climate effects, we defined several simulation scenarios that
differ as to climate projections and assumptions on the degree of carbon fertilization. Biophysical simulations
show that crop productivity effects are largely determined by the degree of carbon fertilization, leading to
decreased productivity in the absence of carbon fertilization and increased productivity otherwise. The mag-
nitude of those effects differs across regions and crops, with maize being one of the most negatively affected in
the EU. Economic simulations show that, while, on the whole, crop price effects attenuate the global impacts of
climate change, aggregate results conceal significant regional disparities and their related trade adjustment.
These results suggest that a multi-scale perspective is helpful for assessing climate change impacts on agriculture,
as it will improve understanding of how regional and global agrifood markets respond to climate change and
how these responses interact with each other.
1. Introduction
Recent developments in agricultural and food prices are leading to
growing concerns about the evolution of agricultural markets in the
coming years (Baffes and Haniotis, 2016). Looking forward, a number
of studies project price developments above pre-2007 trends (OECD-
FAO, 2015). The key drivers of change that explain the medium-term
evolution of agrifood systems can be split into socio-economic drivers
(i.e. population growth, income growth, dietary patterns) and en-
vironmental drivers (i.e. climate change, pressure on natural resources).
Socio-economic drivers have been studied at length (Araujo-Enciso
et al., 2016; Chavas et al., 2014; Swinnen and Squicciarini, 2012).
Among environmental drivers, climate change is recognized as one of
the most influential factors of agrifood market developments in the
medium and long run (Godfray et al., 2010; Nelson et al., 2014a; Von
Lampe et al., 2014). Understanding how climate change will shape
future agrifood markets is crucial to address future food security
challenges.
There is a growing body of evidence about the effects of climate
change on agriculture, with a clear predominance of studies on bio-
physical effects (IPCC, 2014), which show that the size and direction of
climate impacts on crop yields differ across regions depending on both
natural and anthropogenic conditions (Parry et al., 2004; Rosenzweig
et al., 2014; Tubiello and Fischer, 2007). Nonetheless, an assessment of
the impacts of climate change on agriculture requires not only the
identification of regional yield changes but also the analysis of induced
impacts on crop production and prices (Baldos and Hertel, 2013;
Fernández and Blanco, 2015). Efforts to anticipate how climate change
will affect future food production and prices include the seminal works
of Tobey et al. (1992) and Reilly et al. (1994). They showed that yield
changes would be counterbalanced by interregional adjustments in
production and consumption and corresponding trade flows. Many
global assessments corroborate these early findings that market effects
constitute an important adjustment mechanism for the impacts of
http://dx.doi.org/10.1016/j.agsy.2017.05.013
Received 28 April 2016; Received in revised form 22 May 2017; Accepted 26 May 2017
⁎
Corresponding author at: Department of Agricultural Economics, Universidad Politécnica de Madrid, Avda Complutense 3, 28040 Madrid, Spain.
E-mail addresses: maria.blanco@upm.es (M. Blanco), fabien.ramos@ec.europa.eu (F. Ramos), benjamin.van-doorslaer@ec.europa.eu (B. Van Doorslaer),
mpilar.martinez@upm.es (P. Martínez), davide.fumagalli@ext.jrc.ec.europa.eu (D. Fumagalli), andrej.ceglar@jrc.ec.europa.eu (A. Ceglar),
franjo.fernandez@gmail.com (F.J. Fernández).
Agricultural Systems 156 (2017) 52–66
0308-521X/ © 2017 Elsevier Ltd. All rights reserved.
MARK