
Figure 1
Roberson soil behaviour type classification chart[7]
Table 1
Numbers of subdivisions and corresponding Soil Behaviour Types[7]
| SBT | Soil Behaviour Type |
|---|---|
| 1 | Sensitive fine grained |
| 2 | Organic material |
| 3 | Clay |
| 4 | Silty clay to clay |
| 5 | Clayey silt to silty clay |
| 6 | Sandy silt to clayey silt |
| 7 | Silty sand to sandy silt |
| 8 | Sand to silty sand |
| 9 | Sand |
| 10 | Gravelly sand to sand |
| 11 | Very stiff fine grained |
| 12 | Sand to clayey sand |

Figure 2
Roberson's soil behaviour type classification chart[11]
Table 2
Numbers of subdivisions and corresponding Soil Behaviour Types[11]
| SBT | Soil behaviour type |
|---|---|
| 1 | Sensitive, fine grained |
| 2 | Organic soils: peats |
| 3 | Clays: silty clay to clay |
| 4 | Silt mixtures: clayey silt to silty clay |
| 5 | Sand mixtures: silty sand to sandy silt |
| 6 | Sand: clean sand to silty sand |
| 7 | Gravelly sand to dense sand |
| 8 | Very stiff sand to clayey sand |
| 9 | Very stiff, fine grained |

Figure 3
The Ic thresholds showed on Roberson's soil behaviour type classification chart[8]
Table 3
SBT index classification proposed by Robertson and Wride[8]
| Classification | Soil behaviour type | Soil behaviour type index Ic |
|---|---|---|
| SBT2 | Organic soils: peats | Ic > 3.60 |
| SBT3 | Clays: silty clay to clay | 2.95 ≤ Ic < 3.60 |
| SBT4 | Silt mixtures: clayey silt to silty clay | 2.60 ≤ Ic < 2.95 |
| SBT5 | Sand mixtures: silty sand to sandy silt | 2.05 ≤ Ic < =2.60 |
| SBT6 | Sand: clean sand to silty sand | 1.31 ≤ Ic < =2.05 |
| SBT7 | Gravelly sand to dense sand | Ic < 1.31 |

Figure 4
Illustration of failure mechanism and impact zone for pile[13]

Figure 5
The schema of the effect of thin layer and transition zone[2]

Figure 6
Illustration of the edge a) perfect edge, b) blurred edge.

Figure 7
Results obtained with algorithm on training dataset.

Figure 8
Results obtained with algorithm on testing dataset 1.

Figure 9
Results obtained with algorithm on testing dataset 2.

Figure 10
Results obtained with algorithm on testing dataset 3.

Figure 11
Comparison of stratification according to Organizers and authors.