• Aucun résultat trouvé

The Use of Satellite Rainfall Estimates for a Susceptibility-Based Rainfall Threshold Approach for Landslide Occurrence in Data Scarce Regions

N/A
N/A
Protected

Academic year: 2021

Partager "The Use of Satellite Rainfall Estimates for a Susceptibility-Based Rainfall Threshold Approach for Landslide Occurrence in Data Scarce Regions"

Copied!
2
0
0

Texte intégral

(1)

Living Planet Symposium 2019

https://lps19.esa.int/QuickEventWebsitePortal/living-planet-symposium-2019/website Guidelines abstract: https://lps19.esa.int/QuickEventWebsitePortal/living-planet-symposium-2019/website/ExtraContent/ContentSubPage?page=2&subPage=2

a. Title.

b. Author(s) and affiliation(s) of author(s) (including full first names -no initials, last names and emails).

c. Abstract (mathematical symbols and equations must be typed in, and metric symbols should be used. Figures in jpg format can be included).

d. Abstract length should be at least 300 words and maximum 1500 words (corresponding roughly to one A4 page, single space)

Session for abstract submission: A4.13 Satellite soil moisture and precipitation for predicting extreme hydrological events (https://lps19.esa.int/QuickEventWebsitePortal/living-planet-symposium-2019/website/ExtraContent/ContentSubPage?page=2&subPage=1#themeA4 ) Presentation type : Poster

Authors: Elise Monsieurs1,2,3 – elise.monsieurs@africamuseum.be, Olivier Dewitte1

olivier.dewitte@africamuseum.be, Alain Demoulin2,3 - ademoulin@uliege.be, 1 Royal Museum for Central Africa, Leuvensesteenweg 13, 3080 Tervuren, Belgium 2Department of Geography, University of Liège, Clos Mercator 3, 4000 Liège, Belgium 3F.R.S.-FNRS, Egmontstraat 5, 1000 Brussel, Belgium

Title : The use of satellite rainfall estimates for a susceptibility-based rainfall threshold approach for landslide occurrence in data scarce regions

Abstract :

Rainfall thresholds are one of the main tools used to characterize and warn against landslide hazard. While main improvements have been made towards more reproducible techniques for the identification of triggering conditions for landsliding, the now well-established rainfall intensity or event – duration thresholds for landsliding suffer from several limitations, e.g., the variable definition of triggering rainfall events and non-consideration of ground conditions. Here, we propose a new approach of the frequentist method for threshold definition based on satellite-derived antecedent rainfall estimates directly coupled with landslide susceptibility data. Adopting a bootstrap statistical technique for the identification of threshold uncertainties at different exceedance probability levels, it results in thresholds expressed as AR = (α ± ∆α)*S^(β ± ∆β), where AR is antecedent rainfall (mm),

S is landslide susceptibility, α and β are scaling parameters, and ∆α and ∆β are their uncertainties. In

assigning the triggering and causative roles to AR and susceptibility respectively within a renewed 2D frequentist graph, we distribute the influence of hydrological conditions between trigger (by devising an elaborate AR function that aims to reflect the hydrology of an empirical average soil) and cause (by capturing in the susceptibility the spatial variations of hydrological conditions expected from the

(2)

distribution of the causative ground factors). In this way, we obtain rainfall (AR) thresholds as functions of susceptibility, which enables us to associate threshold mapping with susceptibility maps. Rainfall threshold research is almost inexistent in Africa despite high levels of landslide susceptibility and hazard, especially in mountainous tropical Africa, characterized by intense rainfall, deep weathering profiles and high demographic pressure on the environment. We apply our approach in the western branch of the East African Rift based on landslides that occurred between 2001 and 2018, satellite rainfall estimates from the Tropical Rainfall Measurement Mission Multi-satellite Precipitation Analysis (TMPA 3B42 RT), and the continental-scale map of landslide susceptibility of Broeckx et al. (2018) and present the first regional rainfall thresholds for landsliding in tropical Africa. This work is carried out within the framework of the BELSPO RESIST project.

Références

Documents relatifs

MWD decrease (mm¨ KE ´1 ) during rainfall in relation to the cumulative kinetic energy of the silt loam and the clay loam for the two initial aggregate sizes (3–5 mm and 1–3

This paper recalls that the problem of estimating the state vector of a nonlinear dynamic system can be interpreted as a constraint satisfaction problem over continuous domains with

However, the intercomparison of precipitation amounts between the satellite ‐ based precipi- tation products and the comparison of the satellite products with the kriged rain gauge

Pierre-André Garambois, Kévin Larnier, Hélène Roux, David Labat, Denis Dartus. To cite

Figure 4 shows, for AU, the increase in temporal correlation (2015–2017) with respect to IMERG-ER ob- tained by integrating the latter with one (either AS- CAT or SMAP or SMOS),

We computed the iterated-box filter with increasing numbers of iterations and compared the results with the exact computation of the bilateral filter using a Gaussian as spatial weight

Rendered view diagram showing the initial components of the telescoping constant velocity joint assembly.. Next a ring is placed in between the pivot point

Corrections to “The Quantum Theory of Optical Communications” [Nov/Dec 09 1547-1569].. The MIT Faculty has made this article