Table 2 Input and output of the BP network
P (input) | T (output) | ||
|---|---|---|---|
p1 | States of the cell (e.g. 1, 2, 3, 4, 5) | t1 | Transition probability for woodland |
P2 | Cell number of woodland in neighborhood | ||
P3 | Cell number of cropland in neighborhood | ||
P4 | Cell number of wetland in neighborhood | t2 | Transition probability for cropland |
P5 | Cell number of water body in neighborhood | ||
P6 | Cell number of build-up in neighborhood | ||
P7 | Proximity to railways | t3 | Transition probability for wetland |
P8 | Proximity to expressways | ||
P9 | Proximity to roads | ||
p10 | Proximity to streets | t4 | Transition probability for water body |
p11 | Proximity to rivers | ||
p12 | Proximity to lakes or reservoirs | ||
p13 | Proximity to city center | t5 | Transition probability for build-up |
p14 | Proximity to towns | ||
p15 | Population density | ||