Table 4 Refined If-Then rules from the linguistic land degradation datasets via RST using JMAF software for FIS implementation
No | Â | Content | Â | LV | Â | Content | Â | LV | Â | Content | Â | Â | Â | Content | Â | Â | Then | LD Susceptibility | LVa | Â |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | If | (EC | >= | Very high) | & | (IWQI | >= | High) | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | >= | Very high) |
2 | If | (ChangeLevel | >= | High) | & | (Erosion | >= | Very high) | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | >= | Very high) |
3 | If | (NDVI | >= | Very high) | & | (IWQI | >= | High) | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | >= | Very high) |
4 | If | (EC | >= | High) | & | (ChangeLevel | >= | Very high) | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | >= | Very high) |
5 | If | (IWQI | >= | Very high) | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | >= | High) |
6 | If | (EC | >= | Low) | & | (Slope | >= | Very high) | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | >= | High) |
7 | If | (Slope | >= | Very high) | & | (ChangeLevel | >= | High) | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | >= | High) |
8 | If | (NDVI | >= | Very high) | & | (ChangeLevel | >= | High) | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | >= | High) |
9 | If | (NDVI | >= | Very high) | & | (Slope | >= | Moderate) | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | >= | High) |
10 | If | (NDVI | >= | High) | & | (Slope | >= | High) | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | >= | High) |
11 | If | (Slope | >= | High) | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | >= | Moderate) |
12 | If | (ChangeLevel | >= | Very high) | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | >= | Moderate) |
13 | If | (NDVI | >= | High) | & | (ChangeLevel | >= | Moderate) | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | >= | Moderate) |
14 | If | (NDVI | >= | Moderate) | & | (IWQI | >= | Low) | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | >= | Moderate) |
15 | If | (NDVI | >= | Low) | & | (IWQI | >= | Low) | & | (Erosion | >= | Moderate) | Â | Â | Â | Â | => | (Decision | >= | Moderate) |
16 | If | (EC | >= | Low) | & | (Slope | >= | Moderate) | & | (ChangeLevel | >= | Moderate) | Â | Â | Â | Â | => | (Decision | >= | Moderate) |
17 | If | (ChangeLevel | >= | Moderate) | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | >= | Low) |
18 | If | (EC | >= | Moderate) | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | >= | Low) |
19 | If | (NDVI | >= | Moderate) | & | (ChangeLevel | >= | Low) | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | >= | Low) |
20 | If | (NDVI | >= | Moderate) | & | (Erosion | >= | Moderate) | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | >= | Low) |
21 | If | (NDVI | <= | Very low) | & | (EC | <= | Low) | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | <= | Very low) |
22 | If | (Slope | <= | Very low) | & | (ChangeLevel | <= | Very low) | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | <= | Very low) |
23 | If | (EC | <= | Very low) | & | (Erosion | <= | Low) | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | <= | Very low) |
24 | If | (ChangeLevel | <= | Very low) | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | <= | Low) |
25 | If | (NDVI | <= | Low) | & | (Slope | <= | Low) | & | (Erosion | <= | Low) | Â | Â | Â | Â | => | (Decision | <= | Low) |
26 | If | (EC | <= | Very low) | & | (Slope | <= | Moderate) | & | (IWQI | <= | Very low) | Â | Â | Â | Â | => | (Decision | <= | Low) |
27 | If | (Slope | <= | Low) | & | (IWQI | <= | Very low) | & | (ChangeLevel | <= | High) | & | (Erosion | <= | Moderate) | => | (Decision | <= | Low) |
28 | If | (NDVI | <= | Low) | & | (IWQI | <= | Moderate) | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | <= | Moderate) |
29 | If | (IWQI | <= | Very low) | & | (ChangeLevel | <= | Moderate) | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | <= | Moderate) |
30 | If | (Slope | <= | Low) | & | (IWQI | <= | Moderate) | & | (ChangeLevel | <= | High) | Â | Â | Â | Â | => | (Decision | <= | Moderate) |
31 | If | (NDVI | <= | Moderate) | & | (EC | <= | Moderate) | & | (Slope | <= | High) | & | (IWQI | <= | Moderate) | => | (Decision | <= | Moderate) |
32 | If | (NDVI | <= | High) | & | (EC | <= | Moderate) | & | (Slope | <= | Low) | & | (IWQI | <= | High) | => | (Decision | <= | Moderate) |
33 | If | (NDVI | <= | Moderate) | & | (Slope | <= | Low) | & | (IWQI | <= | High) | & | (ChangeLevel | <= | Moderate) | => | (Decision | <= | Moderate) |
34 | If | (NDVI | <= | High) | & | (IWQI | <= | Low) | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | <= | High) |
35 | If | (IWQI | <= | Moderate) | & | (ChangeLevel | <= | Moderate) | Â | Â | Â | Â | Â | Â | Â | Â | => | (Decision | <= | High) |
36 | If | (EC | <= | Moderate) | & | (IWQI | <= | Moderate) | & | (Erosion | <= | Moderate) | Â | Â | Â | Â | => | (Decision | <= | High) |
37 | If | (NDVI | <= | High) | & | (EC | <= | Moderate) | & | (Erosion | <= | Moderate) | Â | Â | Â | Â | => | (Decision | <= | High) |
38 | If | (NDVI | <= | Moderate) | & | (EC | <= | High) | & | (ChangeLevel | <= | Moderate) | Â | Â | Â | Â | => | (Decision | <= | High) |