Articles | Volume 19, issue 4
https://doi.org/10.5194/nhess-19-775-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/nhess-19-775-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
A susceptibility-based rainfall threshold approach for landslide occurrence
Elise Monsieurs
CORRESPONDING AUTHOR
Royal Museum for Central Africa, Leuvensesteenweg 13, 3080 Tervuren, Belgium
Department of Geography, University of Liège, Clos Mercator 3, 4000 Liège, Belgium
F.R.S. – FNRS, Egmontstraat 5, 1000 Brussels, Belgium
Olivier Dewitte
Royal Museum for Central Africa, Leuvensesteenweg 13, 3080 Tervuren, Belgium
Alain Demoulin
Department of Geography, University of Liège, Clos Mercator 3, 4000 Liège, Belgium
F.R.S. – FNRS, Egmontstraat 5, 1000 Brussels, Belgium
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- Application of a GIS-Based Slope Unit Method for Landslide Susceptibility Mapping in Helong City: Comparative Assessment of ICM, AHP, and RF Model C. Yu & J. Chen 10.3390/sym12111848
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- Adopting the margin of stability for space–time landslide prediction – A data-driven approach for generating spatial dynamic thresholds S. Steger et al. 10.1016/j.gsf.2024.101822
- Correlation does not imply geomorphic causation in data-driven landslide susceptibility modelling – Benefits of exploring landslide data collection effects S. Steger et al. 10.1016/j.scitotenv.2021.145935
- A convection-permitting model for the Lake Victoria Basin: evaluation and insight into the mesoscale versus synoptic atmospheric dynamics J. Van de Walle et al. 10.1007/s00382-019-05088-2
- Space–Time Landslide Susceptibility Modeling Based on Data-Driven Methods Z. Fang et al. 10.1007/s11004-023-10105-6
- Preface to the Special Issue “Rainfall Thresholds and Other Approaches for Landslide Prediction and Early Warning” S. Segoni et al. 10.3390/w13030323
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- Estimating the daily rainfall thresholds of regional debris flows in the Bailong River Basin, China Y. Zhao et al. 10.1007/s10064-023-03068-9
- Contrasting Population Projections to Induce Divergent Estimates of Landslides Exposure Under Climate Change Q. Lin et al. 10.1029/2023EF003741
- Landslide Hazard and Rainfall Threshold Assessment: Incorporating Shallow and Deep-Seated Failure Mechanisms with Physics-Based Models R. Marin et al. 10.3390/geosciences14100280
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- Timing landslide and flash flood events from SAR satellite: a regionally applicable methodology illustrated in African cloud-covered tropical environments A. Deijns et al. 10.5194/nhess-22-3679-2022
- A Statistical Model for Earthquake And/Or Rainfall Triggered Landslides G. Frigerio Porta et al. 10.3389/feart.2020.605003
- Estimation of rainfall threshold for the early warning of shallow landslides along National Highway-10 in Darjeeling Himalayas P. Mandal & S. Sarkar 10.1007/s11069-020-04407-9
- Climate Change Impacts on Extreme Rainfall in Eastern Africa in a Convection-Permitting Climate Model S. Chapman et al. 10.1175/JCLI-D-21-0851.1
- Event-based rainfall-induced landslide inventories and rainfall thresholds for Malawi P. Niyokwiringirwa et al. 10.1007/s10346-023-02203-7
- Landslide susceptibility modeling based on ANFIS with teaching-learning-based optimization and Satin bowerbird optimizer W. Chen et al. 10.1016/j.gsf.2020.07.012
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- Characterising landslide susceptibility of an environmentally fragile region of the Western Ghats in Idukki district, Kerala, India, through statistical modelling and hotspot analysis G. Pradeep et al. 10.1007/s11069-022-05610-6
- Regional-scale evaluation of 14 satellite-based precipitation products in characterising extreme events and delineating rainfall thresholds for flood hazards G. Moura Ramos Filho et al. 10.1016/j.atmosres.2022.106259
- Derivation of Landslide Rainfall Thresholds by Geostatistical Methods in Southwest China Z. Xu et al. 10.3390/su16104044
- Constraining landslide timing in a data-scarce context: from recent to very old processes in the tropical environment of the North Tanganyika-Kivu Rift region O. Dewitte et al. 10.1007/s10346-020-01452-0
- Landslide hazard assessment and mapping at national scale for Malawi Y. Thiery et al. 10.1016/j.jafrearsci.2024.105187
- Evaluation of High-Resolution Precipitation Products over the Rwenzori Mountains (Uganda) F. Nakulopa et al. 10.1175/JHM-D-21-0106.1
- Event-Based Landslide Modeling in the Styrian Basin, Austria: Accounting for Time-Varying Rainfall and Land Cover R. Knevels et al. 10.3390/geosciences10060217
- Can citizen scientists provide a reliable geo-hydrological hazard inventory? An analysis of biases, sensitivity and precision for the Rwenzori Mountains, Uganda J. Sekajugo et al. 10.1088/1748-9326/ac5bb5
- Susceptibility assessment for rainfall-induced landslides using a revised logistic regression method X. Xing et al. 10.1007/s11069-020-04452-4
- Development of a data-driven model for spatial and temporal shallow landslide probability of occurrence at catchment scale M. Bordoni et al. 10.1007/s10346-020-01592-3
- Potential of satellite-derived hydro-meteorological information for landslide initiation thresholds in Rwanda J. Uwihirwe et al. 10.5194/nhess-22-3641-2022
- Probabilistic Hydrological Estimation of LandSlides (PHELS): global ensemble landslide hazard modelling A. Felsberg et al. 10.5194/nhess-23-3805-2023
- Towards a Transferable Antecedent Rainfall—Susceptibility Threshold Approach for Landsliding E. Monsieurs et al. 10.3390/w11112202
- An artificial intelligence based framework to analyze the landside risk of a mountainous highway A. Sharma et al. 10.1080/10106049.2023.2186494
- Addressing the Effect of Intra-Seasonal Variations in Developing Rainfall Thresholds for Landslides: An Antecedent Rainfall-Based Approach C. Vishnu et al. 10.3390/geohazards5030033
- Recent advancements of landslide hydrology R. Greco et al. 10.1002/wat2.1675
- Estimation of rainfall thresholds for shallow landslides in the Sierra Madre Oriental, northeastern Mexico J. Salinas-Jasso et al. 10.1007/s11629-020-6050-2
- A new method to detect changes in displacement rates of slow-moving landslides using InSAR time series A. Urgilez Vinueza et al. 10.1007/s10346-022-01913-8
- Landslide precipitation thresholds in Rwanda J. Uwihirwe et al. 10.1007/s10346-020-01457-9
- The geo-observer network: A proof of concept on participatory sensing of disasters in a remote setting L. Jacobs et al. 10.1016/j.scitotenv.2019.03.177
- Experimental Study of Site-Specific Soil Water Content and Rainfall Inducing Shallow Landslides: Case of Gakenke District, Rwanda M. Kuradusenge et al. 10.1155/2021/7194988
49 citations as recorded by crossref.
- Case study of a landslide continuous probability rainfall threshold analysis based on the prediction interval principle Y. Huang et al. 10.1038/s41598-023-29625-6
- Landslide susceptibility mapping using GIS Matrix Method and Frequency Ratio, application in the marly context of Moulay Yacoub Region, Morocco I. Obda et al. 10.1051/bsgf/2023016
- A systematic review on rainfall thresholds for landslides occurrence F. Gonzalez et al. 10.1016/j.heliyon.2023.e23247
- Monitoring the Recent Activity of Landslides in the Mailuu-Suu Valley (Kyrgyzstan) Using Radar and Optical Remote Sensing Techniques V. Piroton et al. 10.3390/geosciences10050164
- Application of a GIS-Based Slope Unit Method for Landslide Susceptibility Mapping in Helong City: Comparative Assessment of ICM, AHP, and RF Model C. Yu & J. Chen 10.3390/sym12111848
- Integration of observed and model-derived groundwater levels in landslide threshold models in Rwanda J. Uwihirwe et al. 10.5194/nhess-22-1723-2022
- Space-time modeling of landslide size by combining static, dynamic, and unobserved spatiotemporal factors Z. Fang et al. 10.1016/j.catena.2024.107989
- An hourly shallow landslide warning model developed by combining automatic landslide spatial susceptibility and temporal rainfall threshold predictions Y. Cao et al. 10.1007/s11629-022-7370-1
- Adopting the margin of stability for space–time landslide prediction – A data-driven approach for generating spatial dynamic thresholds S. Steger et al. 10.1016/j.gsf.2024.101822
- Correlation does not imply geomorphic causation in data-driven landslide susceptibility modelling – Benefits of exploring landslide data collection effects S. Steger et al. 10.1016/j.scitotenv.2021.145935
- A convection-permitting model for the Lake Victoria Basin: evaluation and insight into the mesoscale versus synoptic atmospheric dynamics J. Van de Walle et al. 10.1007/s00382-019-05088-2
- Space–Time Landslide Susceptibility Modeling Based on Data-Driven Methods Z. Fang et al. 10.1007/s11004-023-10105-6
- Preface to the Special Issue “Rainfall Thresholds and Other Approaches for Landslide Prediction and Early Warning” S. Segoni et al. 10.3390/w13030323
- A bibliometric analysis of the landslide susceptibility research (1999–2021) L. Liu et al. 10.1080/10106049.2022.2087753
- Satellite rainfall products outperform ground observations for landslide prediction in India M. Brunetti et al. 10.5194/hess-25-3267-2021
- Landslide hazard and susceptibility maps derived from satellite and remote sensing data using limit equilibrium analysis and machine learning model B. Dashbold et al. 10.1007/s11069-022-05671-7
- Estimating the daily rainfall thresholds of regional debris flows in the Bailong River Basin, China Y. Zhao et al. 10.1007/s10064-023-03068-9
- Contrasting Population Projections to Induce Divergent Estimates of Landslides Exposure Under Climate Change Q. Lin et al. 10.1029/2023EF003741
- Landslide Hazard and Rainfall Threshold Assessment: Incorporating Shallow and Deep-Seated Failure Mechanisms with Physics-Based Models R. Marin et al. 10.3390/geosciences14100280
- Predicting Rainfall-induced Landslide Using Bee Colony Algorithm Based on Support Vector Regression Z. Lee & X. Luo 10.2174/2666255815666220524100329
- A data-driven evaluation of post-fire landslide susceptibility E. Culler et al. 10.5194/nhess-23-1631-2023
- Shock and Vibration of Rainfall on Rotational Landslide and Analysis of Its Deformation Characteristics L. Weiguo et al. 10.1155/2021/4119414
- Landslide Susceptibility Mapping Using Different GIS-Based Bivariate Models E. Nohani et al. 10.3390/w11071402
- Rapid assessment of abrupt urban mega-gully and landslide events with structure-from-motion photogrammetric techniques validates link to water resources infrastructure failures in an urban periphery N. Gudino-Elizondo et al. 10.5194/nhess-22-523-2022
- Timing landslide and flash flood events from SAR satellite: a regionally applicable methodology illustrated in African cloud-covered tropical environments A. Deijns et al. 10.5194/nhess-22-3679-2022
- A Statistical Model for Earthquake And/Or Rainfall Triggered Landslides G. Frigerio Porta et al. 10.3389/feart.2020.605003
- Estimation of rainfall threshold for the early warning of shallow landslides along National Highway-10 in Darjeeling Himalayas P. Mandal & S. Sarkar 10.1007/s11069-020-04407-9
- Climate Change Impacts on Extreme Rainfall in Eastern Africa in a Convection-Permitting Climate Model S. Chapman et al. 10.1175/JCLI-D-21-0851.1
- Event-based rainfall-induced landslide inventories and rainfall thresholds for Malawi P. Niyokwiringirwa et al. 10.1007/s10346-023-02203-7
- Landslide susceptibility modeling based on ANFIS with teaching-learning-based optimization and Satin bowerbird optimizer W. Chen et al. 10.1016/j.gsf.2020.07.012
- Landslide susceptibility mapping based on the coupling of two correlation methods and the BP neural network model: A case study of the Baihetan Reservoir area, China Z. Xue et al. 10.3389/fenvs.2022.1039985
- Characterising landslide susceptibility of an environmentally fragile region of the Western Ghats in Idukki district, Kerala, India, through statistical modelling and hotspot analysis G. Pradeep et al. 10.1007/s11069-022-05610-6
- Regional-scale evaluation of 14 satellite-based precipitation products in characterising extreme events and delineating rainfall thresholds for flood hazards G. Moura Ramos Filho et al. 10.1016/j.atmosres.2022.106259
- Derivation of Landslide Rainfall Thresholds by Geostatistical Methods in Southwest China Z. Xu et al. 10.3390/su16104044
- Constraining landslide timing in a data-scarce context: from recent to very old processes in the tropical environment of the North Tanganyika-Kivu Rift region O. Dewitte et al. 10.1007/s10346-020-01452-0
- Landslide hazard assessment and mapping at national scale for Malawi Y. Thiery et al. 10.1016/j.jafrearsci.2024.105187
- Evaluation of High-Resolution Precipitation Products over the Rwenzori Mountains (Uganda) F. Nakulopa et al. 10.1175/JHM-D-21-0106.1
- Event-Based Landslide Modeling in the Styrian Basin, Austria: Accounting for Time-Varying Rainfall and Land Cover R. Knevels et al. 10.3390/geosciences10060217
- Can citizen scientists provide a reliable geo-hydrological hazard inventory? An analysis of biases, sensitivity and precision for the Rwenzori Mountains, Uganda J. Sekajugo et al. 10.1088/1748-9326/ac5bb5
- Susceptibility assessment for rainfall-induced landslides using a revised logistic regression method X. Xing et al. 10.1007/s11069-020-04452-4
- Development of a data-driven model for spatial and temporal shallow landslide probability of occurrence at catchment scale M. Bordoni et al. 10.1007/s10346-020-01592-3
- Potential of satellite-derived hydro-meteorological information for landslide initiation thresholds in Rwanda J. Uwihirwe et al. 10.5194/nhess-22-3641-2022
- Probabilistic Hydrological Estimation of LandSlides (PHELS): global ensemble landslide hazard modelling A. Felsberg et al. 10.5194/nhess-23-3805-2023
- Towards a Transferable Antecedent Rainfall—Susceptibility Threshold Approach for Landsliding E. Monsieurs et al. 10.3390/w11112202
- An artificial intelligence based framework to analyze the landside risk of a mountainous highway A. Sharma et al. 10.1080/10106049.2023.2186494
- Addressing the Effect of Intra-Seasonal Variations in Developing Rainfall Thresholds for Landslides: An Antecedent Rainfall-Based Approach C. Vishnu et al. 10.3390/geohazards5030033
- Recent advancements of landslide hydrology R. Greco et al. 10.1002/wat2.1675
- Estimation of rainfall thresholds for shallow landslides in the Sierra Madre Oriental, northeastern Mexico J. Salinas-Jasso et al. 10.1007/s11629-020-6050-2
- A new method to detect changes in displacement rates of slow-moving landslides using InSAR time series A. Urgilez Vinueza et al. 10.1007/s10346-022-01913-8
3 citations as recorded by crossref.
- Landslide precipitation thresholds in Rwanda J. Uwihirwe et al. 10.1007/s10346-020-01457-9
- The geo-observer network: A proof of concept on participatory sensing of disasters in a remote setting L. Jacobs et al. 10.1016/j.scitotenv.2019.03.177
- Experimental Study of Site-Specific Soil Water Content and Rainfall Inducing Shallow Landslides: Case of Gakenke District, Rwanda M. Kuradusenge et al. 10.1155/2021/7194988
Latest update: 21 Nov 2024
Short summary
We propose in this study a fundamentally new approach for the definition of minimum rainfall required for the initiation of landslides based on satellite-derived antecedent rainfall estimates directly coupled with data on surface susceptibility for landslides. We apply our approach in the western branch of the East African Rift and provide first regional rainfall thresholds for landsliding in tropical Africa.
We propose in this study a fundamentally new approach for the definition of minimum rainfall...
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