Table 1.
References | Extent | Resolution | Dependent variable | Statistical model | Cofactors selected through the analysis | External evaluation |
---|---|---|---|---|---|---|
[21,22] |
Morocco, Morocco/ Iberia |
Not given |
Abundance |
Linear regression |
NDVI (min), windspeed |
No. |
[23] |
Iberia |
Size of sampled sites |
Pres./abs. |
Logistic regression |
Mean monthly T° (min &max), number of months in the year with mean T° exceeding 12.5 °C |
No. |
[24] |
Iberia, Morocco |
8 km x 8 km |
Abundance |
Discriminant analysis |
8-variables model with DEM and Fourier-transformed NDVI, MIR, VPD and LST (cf. Table2) |
No. |
[25] |
Italy, Calabria |
Size of sampled sites |
Pres./abs. |
Logistic regression |
T° (min &max) |
No. |
[26] |
Portugal |
1 km x 1 km |
Both |
Discriminant analysis |
DEM and Fourier-transformed LST, NDVI, MIR and TAIR including seasonal cycles |
No. |
[27] |
Italy |
10 km x 10 km |
Pres./abs. |
Multiple logistic regression |
Mean altitude and mean annual daily min T° and relative humidity |
No. |
[28] |
Sicily |
1 km x 1 km |
Pres./abs. |
Stepwise discriminant analysis |
10-variables model with Fourier-transformed LST, NDVI, MIR and TAIR (cf. p93) |
No. |
[29] |
Italy |
Cell size = 0.0387° |
Pres./abs. |
Additive model |
Elevation, slope, aridity index, landuse, animal density, soil type, T° and NDVI for the 4 seasons |
No. |
[30] |
Italy |
250 m x 250 m |
Both |
Discriminant analysis |
Min. T°, aridity index, altitude, slope, NDVI and forest cover |
No. |
[31] |
Spain |
1 km x 1 km (sometimes 8 km x8km) |
Pres./abs. |
Logistic regression |
Mean NDVI, sun index, interpolated precipitations and T° and their seasonality |
Yes. |
[32] | Spain | UTM 10 km x 10 km | Abundance | GLM neg. bin. &variation partitioning | 21-variables model with spatial location, topo-climatic variable, domestic and wild hosts, soil, NDVI and seasonality | No. |
DEM, Digital Elevation Model; MIR, Middle Infrared Radiance; VPD, Vapour Pressure Deficit; TAIR, Air temperature. NB: A review for some studies that occurred until 2004 is also provided in Baylis et al. [20].