Preventive Veterinary Medicine 102 (2011) 167–174
Contents lists available at ScienceDirect
Preventive Veterinary Medicine
j ourna l ho me pag e: ww w.elsevi er.com/locate/prev etmed
Cartographical analysis of African swine fever outbreaks in the
territory of the Russian Federation and computer modeling of the basic
reproduction ratio
V.M. Gulenkin, F.I. Korennoy
∗
, A.K. Karaulov, S.A. Dudnikov
FGBI “Federal Centre of Animal Health” (FGBI “ARRIAH”), mkr.Yurevets, Vladimir 600901, Russian Federation
a r t i c l e i n f o
Keywords:
African swine fever
Geographical information system
Basic reproduction ratio
Modeling
Risk factors
a b s t r a c t
African swine fever (ASF), have been introduced into the Russian Federation from Tran-
scaucasia countries, has spread widely across the territory of the southern region of Russia
since 2008. In this work we present an analysis of the spatial and temporal spread of the dis-
ease, determine risk factors by means of GIS tools and model the dynamics of the epidemic
process both within infected premises (farms) and at the between-farm level to estimate
the basic reproduction ratio R
0
. The analysis allowed us to make a conclusion about the
anthropogenic nature of the risk factors for disease spread. The major significant risk fac-
tors identified were: density of the road network, density of domestic swine population
and density of water bodies in the study area. The basic reproduction ratio was estimated
to range from 2 to 3 at the between-farm level and from 8 to 11 within the infected farms.
These initial studies of the ASF epidemic provide information on which to based control
and prevention programs.
© 2011 Elsevier B.V. All rights reserved.
1. Introduction
One of the main and most important parameters neces-
sary for successful modeling and prediction of infectious
disease spread is the basic reproduction ratio, R
0
. This
parameter is used to predict the speed and scale of dis-
ease spread and the level of herd immunity required
to control the disease. The basic reproduction ratio is
defined as the average number of secondary infections
caused by introducing one infected individual (animal) into
the population, which consists exclusively of susceptible
hosts (Anderson and May, 1992). In this current study
we have attempted to estimate the value of R
0
at both
the between-farm and within-farm level using a simple
Susceptible-Exposed-Infectious-Resistant (SEIR) type epi-
demic model.
∗
Corresponding author. Tel.: +7 4922 37 22 54.
E-mail address: korennoy@arriah.ru (F.I. Korennoy).
ASF is a highly contagious disease of domestic and wild
pigs, characterized by almost 100% mortality and can cause
great damage to agriculture and the economy in general.
The cause of ASF is a unique DNA virus which is the only
member of the Asfarviridae family, genus Asfivirus. No vac-
cine exists against ASF and the only acceptable eradication
strategy is total depopulation of pigs within the infected
farm and also within the surrounding zone of risk. ASF
is considered an endemic disease in most southern and
eastern African countries, where the virus is maintained
either in an ancient sylvatic cycle between warthogs and
ticks of the Ornithodoros moubata complex or in a domestic
cycle that involves pigs of local breeds, with or without tick
involvement (FAO, 2009a,b).
Since 1957 a number of outbreaks of ASF have been
reported in Spain, Portugal, Cuba, Brazil and some other
European and Central American countries. According to
official OIE data, the primary outbreaks of ASF in the Cauca-
sus region were reported in April 2007 from Georgia. Then
the disease apparently spread to other parts of the country,
0167-5877/$ – see front matter © 2011 Elsevier B.V. All rights reserved.
doi:10.1016/j.prevetmed.2011.07.004