Search results for "Topographic indices"

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Predicting gully occurrence at watershed scale: Comparing topographic indices and multivariate statistical models

2020

In this study, the ability of five topographic indices to predict the gully trajectories observed in two adjacent watersheds located in Sicily (Italy) was evaluated. Two of these indices, named MSPI and MTWI, as far as we know, have never been employed to this aim. They were obtained by multiplying the stream power index (SPI) and the topographic wetness index (TWI), respectively, by the convergence index (CI). The predictive ability of the topographic indices was measured by using both cut-off independent (AUC: area under the receiver operating characteristic curve) and dependent statistics (Cohen's kappa index κ, sensitivity, specificity). These statistics were calculated also for 100 MAR…

Topographic Wetness IndexMultivariate Adaptive Regression Splines (MARS)Multivariate adaptive regression splinesIndex (economics)Watershed010504 meteorology & atmospheric sciencesReceiver operating characteristicStatistical modelMars Exploration Program010502 geochemistry & geophysicsLogistic regression01 natural sciencesTopographic indicesStatisticsGeographic Information System (GIS)Gully erosion susceptibilityGeologyLogistic Regression (LR)0105 earth and related environmental sciencesEarth-Surface Processes
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