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. 2022 Jan 31;16(1):e0010145. doi: 10.1371/journal.pntd.0010145

Table 2. Response, explanatory, and offset variables for spatial modelling of heterogeneity of environmental conditions for WNV distribution.

Variable Raw data source Spatial / time resolution Reference
Response variables WNV localization in the environment Localization of virus detection in the environment Official Rospotrebnadzor records 1999–2016 -
Localization of possible human infection 2011 -
Explanatory variables Natural environment–temperature, vegetation cover, presence of water bodies and topography LST Landsat 7 & Landsat 8
https://earthexplorer.usgs.gov/.
Images in the thermal spectrum have 60 m (Landsat 7) and 100 m (Landsat 8) cell size. Rasters are resampled to 30 m cell size.
Series of satellite images included 21 May– 7 September 2010 & 26 May– 2 September 2011 (19 days)
[53,72]
NDVI [52,54]
NDWI [78]
Distance from the water bodies Open Street Map contributors 2020
https://www.openstreetmap.org/
30 m [78]
Elevation Digital model ALOS DEM
https://www.eorc.jaxa.jp/ALOS/en/aw3d30/index.htm
30 m [56]
Urban environment—–built-up environment and population mobility Building density Open Street Map contributors 2020
https://www.openstreetmap.org/
60 m [56]
Road density [79]
Railway density
Offset variables Population density Global High Resolution Population Denominators Project
https://www.worldpop.org/geodata/summary?id=49725
30 m [80]