Skip to main content
. 2014 Jul 3;10:145. doi: 10.1186/1746-6148-10-145

Table 1.

Parameters and sources of data employed in the modular framework for the ASF risk assessment

Pathway Parameter Definition Source
L.PIGS &L.PROD
Po
Probability of infection in the country of origin (country o)
Beta(α1, α2)
α1 = X + 1; α2 = M-(X + 1)
X:number of outbreaks by month[26]
M: number of months considered
Ou
Number of undetected outbreaks before official notification in country o
[9]
To
Average herd size in country o
To = No/So
No
Pig population in country o
[9,27]
So
Pig establishments in country o
[27,28]
Hp
Intra-herd prevalence
[29,30]
Ps
Probability of an ASF-infected pig surviving infection
[31]
L.PIGS
P1s
Probability of selecting an ASF-infected pig from country o in month m
Beta (α1, α2) α1 = NI + 1; α2 = No-(NI + 1) NI = Po x Ou x To x Hp;
Pt
Probability of survival during transportation
[32]
P2S
Probability of a pig surviving
P2S = Ps*Pt
Snodm
Imports of live swine (number of pigs) from country of origin (o) to the EU destination country (d) in month m (in the last 5 years). In order to transform Eurostat imports data (in 100 kg) into number of pigs, a standard weight of 100 kg was assumed per pig.
[25]
Normal (μ, σ)
Spodm
Probability of an ASF infected animal from country o entering country d in month (m)
Binomial (n, p)
n = Snodm
p = P1S x P2S
PfS
Probability of having at least one introduction of ASFV into one EU country (d) from one of country of origin (o) in month m by legal imports of live pigs
Pfs=1odm1spodm

Pm
Probability of a pig being grown for meat production
Normal(Mo/No)
L. PRODS
Mo
Number of slaughtered pigs in countries o
[27] (2005/2009)
PC
kg of meat obtained per slaughtered pig (per 100 kg)
[27] (2000-2009)
Co
Annual pig meat production per country (100 kg)
[27] (2005-2008)
P1P
Probability of selecting infected ASFV pig meat from country o in month m
P1p: Mi / (Co/12),
Mi: Po*Ou*To*Hp*Ps*Pm*PC
P2P
Probability of meat belonging to one of the different types of products considered
[25] (2008-2009)
P3P
Probability of ASF virus survival in each meat product type during transport.
[33,34]
pnodm
Imports of each pig meat product type (100 kg weight) from country “o” to EU country “d” in month “m”
[25] (2005-2009)
Ppodm
Probabilities of ASF infected pig products of different types (a-c) from country o entering country d in month m
Binomial (n, p)
n = pnodm
p = P1p* P2p * P3p
Pfp
Probabilities of having at least one introduction of ASFV into one EU country (d) from one country (o) in month m by legal imports of each pig products type (a-c).
Pfp=1odm1Ppodm

PTP
Probabilities of having at least one introduction of ASFV into one EU country (d) from one country o in month m by legal imports of any pig product type.
PTp=1i=ac1Pfp

ILLEGAL
P1I
Probability of release through illegal importation for personal consumption
Sum of weighted risk scores for P3, P4 and P5
P3I
Outbound tourism to ASF-affected countries. Holiday or business trips of 1 night or more from EC27 to Africa and Russia, arrivals of non resident visitors at national borders of Georgia
[25], Georgian National Tourism Agency
P4I
Inbound tourism from ASF-affected countries: Arrivals to EU27 of non residents from Africa and Russia staying in hotels, etc.
[25]
P5 I
Residents (citizens )from ASF-affected countries
[25]
P2 I
Probability of release through illegal importation for commercial purposes
Sum of weighted risk scores for P5, P6 and P7
P6I
Price of pork. 2010 annual average price of Grade E carcasses (55-59% lean meat percentage) in euros per 100 kg
European community
P7I
Geographic position
Sum of weighted risk scores (P8,P9,P10)
P8I
Number of ports and airports
World Port Index 2009; [25]
P9I
Distance in km to nearest ASF-affected country (from country border to border of nearest ASF-affected country)
Shapefile of national boundaries
P10I
Number of international terrestrial border points with non EU member states
FAO Geonetwork: shapefiles of railways, roads and waterways of the World VMAP)
TAF
P1t
Number of potential ASF-contaminated returning trucks. Number of live pigs exported from EU to ASF-affected countries by road
[25] (Nov. 2007-2009)- (ComExt)
P2t
Number of ways (and consequently, facility) of a truck to arrive by road in an EU country from non EU countries. Number of roads crossing EU national boundaries with non EU states
FAO Geonetwork. Roads of the World
P3t
Probability of returning trucks not being properly disinfected
[35]
P4t
Potential ASF-contaminated waste introduced by cargo ships. Inward number of cargo ships from ASF-infected countries to EU ports
[25]-Traditional international trade database access (ComExt); [9]
P5t
Potential ASF-contaminated waste introduced by passenger ships (excluding cruises). Inward number of passenger ships from ASF-infected countries to the EU
[25]-Traditional international trade database access (ComExt); [9]
P6t
Potential ASF-contaminated waste introduced by Short sea shipping (SSS) movements. Ships from ASF-infected countries to the EU
[25]-Traditional international trade database access (ComExt); GIS
P7t
Potential ASF-contaminated waste introduced by cruises. Proportion of cruise ships from ASF-affected areas per country
P7t=CAiCp/p

CA
Number of cruise ships arriving at EU ports after one stop in ASF-infected areas
Travelocity. http://travel.travelocity.com
Cp
Number of cruise passengers arriving at EU ports (Cp)
[25] (ComExt)
p
Average number of passengers per cruise ship
Truecruises. http://www.truecruise.com/cruise-ship-database.aspx
P8t
Potential contaminated waste introduced by international passenger flights. Commercial passenger flights from ASF-infected countries to EU airports
[25,9]
WB P1W
Probability of wild boar becoming infected in country o through contact with infected wild boar
P1w = P4w*P5 w
P2W
Probability of wild boar becoming infected in country o through contact with infected domestic pigs
P2 w = P6 w *P7 w
P3W
Probability of infected wild boar crossing national border
P3a w: P8 w *P9 w P3b w: P9 w *P10 w
P4W
Wild boar outbreak density in countries o
[9] 2007-2012
P5W
Wild boar population density in countries o
[36-38]
P6W
Density of domestic pig outbreaks in countries o
[9] 2007-2012
P7W
Domestic pig population density in countries o
[36]
P8W
Surface of shared wild boar suitable habitat along national borders
Corine land cover
P9W
Distance from EU countries to the nearest outbreak (wild boar)
[9] 2007-2012
P10W Distance from EU countries to the nearest outbreak (domestic pig) [9] 2007-2012

L.PIGS (Legal imports of pigs), L.PROD (Legal imports of products), ILLEGAL (Illegal imports), TAF (Transport associated fomites) and WB (wild boar).