Official Journal of the Asia Oceania Geosciences Society (AOGS)
Table 1. List of abbreviations and their meanings mentioned in this study.
Abbreviations | Meaning | Abbreviations | Meaning |
|---|---|---|---|
Acc | Accuracy | NB | Naïve Bayes |
ANN | Artificial neural networks | OOB | Out-Of-Bag |
AUC | Area under curve | \({\mathrm{Pl}}_{\mathrm{c}}\) | Plan curvature |
\({\mathrm{D}}_{\mathrm{d}}\) | Drainage density | \({\mathrm{Pr}}_{\mathrm{c}}\) | Profile curvature |
DNN | Deep neural network | QTP | Qinghai-Tibetan Plateau |
\({\mathrm{Ds}}_{\mathrm{d}}\) | Distance to drainage | RBF | Radial basis function |
\({\mathrm{Ds}}_{\mathrm{f}}\) | Distance to fault | ReLU | Rectified linear unit |
Elev | Elevation | ROC | Receiver operating curve |
\({\mathrm{F}}_{\mathrm{d}}\) | Fault density | \({\mathrm{S}}^{^\circ }\) | Slope |
GPM | global precipitation measurement | SST | Sensitivity |
HS | High susceptible | SPF | Specificity |
LR | logistic regression | SGD | Stochastic gradient descent |
LSP | Landslide susceptibility prediction | SVM | Support vector machine |
NDVI | Normalized difference vegetation index | NPV | Negative predictive value |
LS | Low susceptible | TOL | Tolerance |
MCA | multi-collinearity analysis | TPI | Topographic wetness index |
MDA | Mean decrease in accuracy | VIF | Variance inflation factor |
MDG | Mean decrease Gini | VI | Variable importance (VI) |
ML | Machine learning | VLS | Very-low susceptible |
MS | Moderate susceptible (MS) | Â | Â |