Artificial neural networks applied to landslide susceptibility: The effect of sampling areas on model capacity for generalization and extrapolation
Samuel Gameiro, Eduardo Samuel Riffel, Guilherme Garcia de Oliveira, Laurindo Antônio Guasselli
Topics & Concepts
ExtrapolationLandslideArtificial neural networkSampling (signal processing)TerrainElevation (ballistics)BackpropagationGeneralizationStatisticsDigital elevation modelCartographyGeographyComputer scienceRemote sensingArtificial intelligenceGeologyMathematicsGeomorphologyGeometryComputer visionFilter (signal processing)Mathematical analysisLandslides and related hazardsFlood Risk Assessment and ManagementTree Root and Stability Studies