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Approaches for delineating landslide hazard areas using receiver operating characteristic in an advanced calibrating precision soil erosion model

Authors :
Junaidah Ariffin
Pezhman Taherei Ghazvinei
D. A. Moghaddam
Roslan Hashim
Jalal Zandi
Nasrin Aghamohammadi
Shervin Motamedi
Publication Year :
2015
Publisher :
Copernicus GmbH, 2015.

Abstract

Soil erosion is undesirable natural event that causes land degradation and desertification. Identify the erosion-prone areas is a major component of preventive measures. Recent landslide damages at different regions lead us to develop a model of the erosion susceptibility map using empirical method (RUSLE). A landslide-location map was established by interpreting satellite image. Field observation data was used to validate the intensity of soil erosion. Further, a correlation analysis was conducted to investigate the "Receiver Operating Characteristic" and frequency ratio. Results showed a satisfactory correlation between the prepared RUSLE-based soil erosion map and actual landslide distribution. The proposed model can effectively predict the landslide events in soil-erosion area. Such a reliable predictive model is an effective management facility for the regional landslide forecasting system.

Details

ISSN :
16849981
Database :
OpenAIRE
Accession number :
edsair.doi.dedup.....aaeef69cfee23e2808d78efbc2cb9aa7