Journal cover Journal topic
Natural Hazards and Earth System Sciences An interactive open-access journal of the European Geosciences Union
Nat. Hazards Earth Syst. Sci., 16, 103-122, 2016
https://doi.org/10.5194/nhess-16-103-2016
© Author(s) 2016. This work is distributed under
the Creative Commons Attribution 3.0 License.
Research article
18 Jan 2016
Assessing the performance of regional landslide early warning models: the EDuMaP method
M. Calvello and L. Piciullo Department of Civil Engineering, University of Salerno, Fisciano, Italy
Abstract. A schematic of the components of regional early warning systems for rainfall-induced landslides is herein proposed, based on a clear distinction between warning models and warning systems. According to this framework an early warning system comprises a warning model as well as a monitoring and warning strategy, a communication strategy and an emergency plan. The paper proposes the evaluation of regional landslide warning models by means of an original approach, called the "event, duration matrix, performance" (EDuMaP) method, comprising three successive steps: identification and analysis of the events, i.e., landslide events and warning events derived from available landslides and warnings databases; definition and computation of a duration matrix, whose elements report the time associated with the occurrence of landslide events in relation to the occurrence of warning events, in their respective classes; evaluation of the early warning model performance by means of performance criteria and indicators applied to the duration matrix. During the first step the analyst identifies and classifies the landslide and warning events, according to their spatial and temporal characteristics, by means of a number of model parameters. In the second step, the analyst computes a time-based duration matrix with a number of rows and columns equal to the number of classes defined for the warning and landslide events, respectively. In the third step, the analyst computes a series of model performance indicators derived from a set of performance criteria, which need to be defined by considering, once again, the features of the warning model. The applicability, potentialities and limitations of the EDuMaP method are tested and discussed using real landslides and warning data from the municipal early warning system operating in Rio de Janeiro (Brazil).

Citation: Calvello, M. and Piciullo, L.: Assessing the performance of regional landslide early warning models: the EDuMaP method, Nat. Hazards Earth Syst. Sci., 16, 103-122, https://doi.org/10.5194/nhess-16-103-2016, 2016.
Publications Copernicus
Download
Short summary
An original approach, called EDuMaP method, is proposed to assess the performance of landslide early warning models operating at regional scale. EDuMaP comprises three successive steps: definition and temporal analysis of warning and landslide events (E); computation of a duration matrix (DuMa); evaluation of the warning model performance (P). The EDuMaP method may be easily adapted to evaluate the performance of regional early warning models addressing other hazardous phenomena.
An original approach, called EDuMaP method, is proposed to assess the performance of landslide...
Share