Table 3 Summary of data used for input and output variables of the MLP.
From: Future urban development exacerbates coastal exposure in the Mediterranean
Variables | Source | Spatial resolution | Pre-processing notes | |
|---|---|---|---|---|
Input | Distance to forest | CORINE 2000 | 100 m | Corine classes used: 311, 312, 313, Euclidean distance to forest |
Distance to grassland | CORINE 2000 | 100 m | Corine classes used: 321, 322, 323, 324, Euclidean distance to grassland | |
Distance to urban | CORINE 2000 | 100 m | Corine classes used: 111, 112, 121, 122, 123, 124, 131, 132, 133, 141, 142, Euclidean distance to urban 2000 | |
Distance to arable land | CORINE 2000 | 100 m | Corine classes used: 211, 212, 213, 221, 222, 223, 231, 241, 242, 243, 244, Euclidean distance to arable land 2000 | |
Distance to roads | Open Street Map | We used the main roads (fclass: primary motorways, secondary), Euclidean distance to roads | ||
Population density | GPW v4 2000 | 1 km | Total population in 2000 per km2, resampled to 100 m | |
Elevation | SRTM | 30 m | Elevation in m, resampled to 100 m | |
Slope | Derived from SRTM | 30 m | Percent increase in slope, resampled to 100 m | |
Distance to coast | Based on CORINE coastline | 100 m | Euclidean distance to coastline | |
Output | Urban | CORINE 2012 | 100 m | Reclassification of CORINE data to Urban = 1, Rural = 0; Corine classes used: 111, 112, 121, 122, 123, 124, 131, 132, 133, 141, 142 |
