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The most relevant factor maps (land use, slope angle, plan curvature, flow accumulation and lithology) were used to generate a frequency table, in which an expert can directly indicate the expected susceptibility class (high, moderate, low or not susceptible).
Finally, we combine the five models into a unique susceptibility map with a calculation of median susceptibility class.
78% of the validation seed cells are located within the high to very high susceptibility class, which occupy 16.9% of the study area.
The final AUC value of this combined map is better than that for a single model (except for Unique Condition Unit), and we can evaluate the certainty of the susceptibility class pixel by pixel.
The landslide density distribution in each susceptibility class shows agreement with the field conditions.
The higher slide density with higher susceptibility class justifies the model.
Similar(23)
Three susceptibility classes were detected during infection – supersusceptible, susceptible and resistant.
Summing weighted factor layers, a continuous scale of susceptibility indices is obtained and reclassified into 5 susceptibility classes.
Different susceptibility classes of segregating F1 populations of hybrids with resistance against M. roreri and P. palmivora supported similar population levels and taxonomic assemblages of mycoparasites.
Fig. 8 Percentage of landslide susceptibility classes and percentage of landslides validation on landslide susceptibility map.
The model was calibrated comparing the predicted susceptibility classes to the actual landslides.
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CEO of Professional Science Editing for Scientists @ prosciediting.com