Local RVFV Cycle |
hydrodist |
Distance from water sources |
Vmap0
|
Surface water bodies are favorable locations for mosquito reproduction and contact between mosquitoes and ruminants at watering and resting time [17]. |
Rfe |
Cumulative rainfall intensity during the rainy season in Senegal (June-October) |
TAMSAT daily dataset
|
Rainfall intensity and patterns essential in RVF epidemiology, for filling temporary ponds and starting mosquito reproduction [18] |
nevents |
Number of dry spells during the rainy season (July to October), defined as time intervals > 10 days between ≥10-mm precipitations |
TAMSAT daily dataset
|
NDVI |
Availability of breeding and resting sites for mosquitoes |
Normalized Difference Vegetation Indices |
Higher values of NDVI reflect a higher vegetation coverage and potentially a higher availability of breeding and, especially, resting habitats for mosquitoes [19] |
minlst |
Minimum Night land surface temperature |
USGS
|
Mosquito activity and within-mosquito development of RVFV are related to temperature [20] |
Cattle, small ruminants |
Density of cattle and small ruminants (log) |
Gridded Livestock of the World, version 3.1 |
Principal animal hosts [21] |
Logdrat |
Ratio small ruminants and cattle population |
Gridded Livestock of the World, version 3.1 |
RVF spread |
logHmd |
Human density (logarithm) |
Afripop
|
The denser the human population, the stronger the demand for red meat—especially sheep in Senegal, thus resulting in more intense livestock trade. [22] |
logTrav2 |
Travel time needed to cross a one-km pixel (log). Accessibility defined as the inverse of travel time. |
JRC database
|
Travel time is lower where human activities—including livestock trade, are more intense [23] |
Lcd2 |
Least cost distance between point and municipality centroids with direct connection to Mauritanian cases via incoming ruminant trade |
Data collected by Veterinary Services on livestock mobility |
RVFV could have been introduced during the 2013 epidemics in Mauritania, increasing the risk of exposure in the municipality directly connected [24] |