Table 1.
Risk factor (weight) | Spatial resolution | Temporal resolution | Data type | Coordinate system | Data source | Hypothetical link | Classification | π weights | Based upon |
---|---|---|---|---|---|---|---|---|---|
Elevation (0.03) | ~ 30 m at equator | na | Raster | EPSG:4326 | Aster GDEM V2 from USGS | While elevation decreases, the risk of infection increases | High risk: < 900 m | 0.70 | [32, 51, 56] |
Medium risk: 900–2300 m | 0.25 | ||||||||
Low risk: > 2300 m | 0.05 | ||||||||
Land use (0.26) | ~ 30 m | 2-3-2017 | Vector | EPSG:4326 | OpenStreetMap project | Wet surfaces are more suitable to ahigher risk of infection | Very high risk: wet soils | 0.42 | [32, 57] |
High risk: water bodies | 0.29 | ||||||||
High and medium risk: Agriculture land and grass | 0.16 | ||||||||
Medium and low risk: forest and natural areas | 0.08 | ||||||||
Low risk: barren land | 0.02 | ||||||||
Very low risk: built land | 0.03 | ||||||||
Slope (0.13) | ~ 30 m at equator | na | Raster | EPSG:4326 | Derived from elevation | At more flat surfaces the risk of infection increases | High risk: < 11 degrees | 0.70 | [49, 51] |
Medium risk: 11–30 degrees | 0.23 | ||||||||
Low risk: > 30 degrees | 0.07 | ||||||||
Distance to water bodies (0.50) | 30 m | 2-3-2017 | Raster | EPSG:32651 | Derived from roads, urban areas, river network and water bodies from the OpenStreetMap project | While distance to water bodies decreases, the risk of infection increases | High risk: < 1000 m | 0.74 | [51, 52, 58] |
Medium risk: 1000–5000 m | 0.21 | ||||||||
Low risk: > 5000 m | 0.05 | ||||||||
Snail infection rate (0.06) | na | 2015–2016 | Vector | EPSG:4326 | Derived from recorded surveys | While snail infection rate increases, the risk of infection increases | High risk: > 3.6% | 0.65 | [23, 24, 30, 31] |
Medium risk: 0.5–3.6% | 0.28 | ||||||||
Low risk: < 0.5% | 0.07 |
Abbreviation: na, not applicable