Articles | Volume 14, issue 3 
            
                
                    
            
            
            https://doi.org/10.5194/nhess-14-675-2014
                    © Author(s) 2014. This work is distributed under 
the Creative Commons Attribution 3.0 License.
                the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/nhess-14-675-2014
                    © Author(s) 2014. This work is distributed under 
the Creative Commons Attribution 3.0 License.
                the Creative Commons Attribution 3.0 License.
Landslide observation and volume estimation in central Georgia based on L-band InSAR
E. Nikolaeva
                                            Department 2 – Physics of the Earth, Helmholtz Center Potsdam – GFZ German Research Center of Geosciences, Potsdam, Germany
                                        
                                    T.R. Walter
                                            Department 2 – Physics of the Earth, Helmholtz Center Potsdam – GFZ German Research Center of Geosciences, Potsdam, Germany
                                        
                                    M. Shirzaei
                                            Department 2 – Physics of the Earth, Helmholtz Center Potsdam – GFZ German Research Center of Geosciences, Potsdam, Germany
                                        
                                    
                                            now at: School of Earth and Space Exploration, Arizona State University, Tempe, AZ 85287-6004, USA
                                        
                                    J. Zschau
                                            Department 2 – Physics of the Earth, Helmholtz Center Potsdam – GFZ German Research Center of Geosciences, Potsdam, Germany
                                        
                                    Related authors
No articles found.
Daniel Müller, Thomas R. Walter, Valentin R. Troll, Jessica Stammeier, Andreas Karlsson, Erica de Paolo, Antonino Fabio Pisciotta, Martin Zimmer, and Benjamin De Jarnatt
                                    Solid Earth, 15, 1155–1184, https://doi.org/10.5194/se-15-1155-2024, https://doi.org/10.5194/se-15-1155-2024, 2024
                                    Short summary
                                    Short summary
                                            
                                                We use uncrewed-aerial-system-derived optical and infrared data, mineralogical and geochemical analyses of rock samples, and surface degassing measurements to analyze degassing and hydrothermal alteration at the fumaroles of the La Fossa cone, Vulcano island, Italy. We give a detailed view of associated structures and dynamics, such as local alteration gradients, diffuse active units that significantly contribute to the total activity, or effects of permeability reduction and surface sealing. 
                                            
                                            
                                        Edgar U. Zorn, Aiym Orynbaikyzy, Simon Plank, Andrey Babeyko, Herlan Darmawan, Ismail Fata Robbany, and Thomas R. Walter
                                    Nat. Hazards Earth Syst. Sci., 22, 3083–3104, https://doi.org/10.5194/nhess-22-3083-2022, https://doi.org/10.5194/nhess-22-3083-2022, 2022
                                    Short summary
                                    Short summary
                                            
                                                Tsunamis caused by volcanoes are a challenge for warning systems as they are difficult to predict and detect. In Southeast Asia there are many active volcanoes close to the coast, so it is important to identify the most likely volcanoes to cause tsunamis in the future. For this purpose, we developed a point-based score system, allowing us to rank volcanoes by the hazard they pose. The results may be used to improve local monitoring and preparedness in the affected areas.
                                            
                                            
                                        Melissa Präg, Ivy Becker, Christoph Hilgers, Thomas R. Walter, and Michael Kühn
                                    Adv. Geosci., 54, 165–171, https://doi.org/10.5194/adgeo-54-165-2020, https://doi.org/10.5194/adgeo-54-165-2020, 2020
                                    Short summary
                                    Short summary
                                            
                                                Utilization of geothermal reservoirs as alternative energy source is becoming increasingly important worldwide. Here, we studied the surface expression of a warm water reservoir in Waiwera, New Zealand, that has been known for many centuries but remained little explored. Using thermal infrared cameras we were able to show renewed activity of the hot springs on the beachfront and identified faults and fractures as important fluid pathways, as well as individual fluid conducting lithologies.
                                            
                                            
                                        Ayleen Gaete, Thomas R. Walter, Stefan Bredemeyer, Martin Zimmer, Christian Kujawa, Luis Franco Marin, Juan San Martin, and Claudia Bucarey Parra
                                    Nat. Hazards Earth Syst. Sci., 20, 377–397, https://doi.org/10.5194/nhess-20-377-2020, https://doi.org/10.5194/nhess-20-377-2020, 2020
                                    Short summary
                                    Short summary
                                            
                                                Phreatic eruptions often occur without signs of enhanced volcanic unrest, avoiding detection and posing a threat to people in the vicinity. We analyzed data of the 2015 phreatic eruption of Lascar volcano, Chile, to retrospectively identify a precipitation event as the trigger mechanism and potential signs heralding this minor eruption. We showed that it is possible to detect the precursory activity of phreatic eruptions by deploying appropriate multiparametric monitoring.
                                            
                                            
                                        Robert A. Watson, Eoghan P. Holohan, Djamil Al-Halbouni, Leila Saberi, Ali Sawarieh, Damien Closson, Hussam Alrshdan, Najib Abou Karaki, Christian Siebert, Thomas R. Walter, and Torsten Dahm
                                    Solid Earth, 10, 1451–1468, https://doi.org/10.5194/se-10-1451-2019, https://doi.org/10.5194/se-10-1451-2019, 2019
                                    Short summary
                                    Short summary
                                            
                                                The fall of the Dead Sea level since the 1960s has provoked the formation of over 6000 sinkholes, a major hazard to local economy and infrastructure. In this context, we study the evolution of subsidence phenomena at three area scales at the Dead Sea’s eastern shore from 1967–2017. Our results yield the most detailed insights to date into the spatio-temporal development of sinkholes and larger depressions (uvalas) in an evaporite karst setting and emphasize a link to the falling Dead Sea level.
                                            
                                            
                                        Herlan Darmawan, Thomas R. Walter, Valentin R. Troll, and Agus Budi-Santoso
                                    Nat. Hazards Earth Syst. Sci., 18, 3267–3281, https://doi.org/10.5194/nhess-18-3267-2018, https://doi.org/10.5194/nhess-18-3267-2018, 2018
                                    Short summary
                                    Short summary
                                            
                                                At Merapi volcano, lava dome failure may generate pyroclastic flow and threaten populations who live on its flanks. Here, we assessed the potential hazard of the Merapi lava dome by using drone photogrammetry and numerical modeling. Results show a weak structural depression that is associated with high thermal imaging in the southern Merapi lava dome sector. The southern lava dome sector may be further destabilized by typical rainfall at the Merapi summit and produce pyroclastic flow up to 4 km.
                                            
                                            
                                        Elena Nikolaeva and Thomas R. Walter
                                    Nat. Hazards Earth Syst. Sci., 16, 2137–2144, https://doi.org/10.5194/nhess-16-2137-2016, https://doi.org/10.5194/nhess-16-2137-2016, 2016
                                    Short summary
                                    Short summary
                                            
                                                The study of active faults is relevant to estimate the seismic hazard of the surrounding area and relies on different methods. In the last decade interferometric synthetic aperture radar (InSAR) techniques have proved to be robust tools to investigate the surface deformation caused by earthquakes. We used the multi-temporal ALOS L-band InSAR data to produce interferograms spanning times before and after the 2009 earthquake (Mw  = 6.0) in the Racha region (Georgia).
                                            
                                            
                                        Nicole Richter, Massimiliano Favalli, Elske de Zeeuw-van Dalfsen, Alessandro Fornaciai, Rui Manuel da Silva Fernandes, Nemesio M. Pérez, Judith Levy, Sónia Silva Victória, and Thomas R. Walter
                                    Nat. Hazards Earth Syst. Sci., 16, 1925–1951, https://doi.org/10.5194/nhess-16-1925-2016, https://doi.org/10.5194/nhess-16-1925-2016, 2016
                                    Short summary
                                    Short summary
                                            
                                                We provide a comprehensive lava flow hazard assessment for Fogo volcano, Cabo Verde before and after the 2014–2015 eruption based on probabilistic lava flow simulations. We find that the probability of lava flow invasion has not decreased at the location of two villages that were destroyed during this eruption, but have already started to be rebuilt. Our findings will be important for the next eruption of Fogo volcano and have implications for future lava flow crises elsewhere in the world.
                                            
                                            
                                        M. Pantaleo and T. R. Walter
                                    Solid Earth, 5, 183–198, https://doi.org/10.5194/se-5-183-2014, https://doi.org/10.5194/se-5-183-2014, 2014
                            Related subject area
            Landslides and Debris Flows Hazards
            
                    
                        
                            
                            
                                     
                                Temporal clustering of precipitation for detection of potential landslides
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Shallow-landslide stability evaluation in loess areas according to the Revised Infinite Slope Model: a case study of the 7.25 Tianshui sliding-flow landslide events of 2013 in the southwest of the Loess Plateau, China
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Probabilistic assessment of postfire debris-flow inundation in response to forecast rainfall
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Evaluating post-wildfire debris-flow rainfall thresholds and volume models at the 2020 Grizzly Creek Fire in Glenwood Canyon, Colorado, USA
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Addressing class imbalance in soil movement predictions
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Assessing the impact of climate change on landslides near Vejle, Denmark, using public data
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Analysis of three-dimensional slope stability combined with rainfall and earthquake
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Assessing landslide damming susceptibility in Central Asia
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Assessing locations susceptible to shallow landslide initiation during prolonged intense rainfall in the Lares, Utuado, and Naranjito municipalities of Puerto Rico
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Evaluation of debris-flow building damage forecasts
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Characteristics of debris-flow-prone watersheds and debris-flow-triggering rainstorms following the Tadpole Fire, New Mexico, USA
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                            
                                     
                                Size scaling of large landslides from incomplete inventories
                                
                                        
                                            
                                    
                            
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Morphological characteristics and conditions of drainage basins contributing to the formation of debris flow fans: an examination of regions with different rock strength using decision tree analysis
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Comparison of debris flow observations, including fine-sediment grain size and composition and runout model results, at Illgraben, Swiss Alps
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Simulation analysis of 3D stability of a landslide with a locking segment: a case study of the Tizicao landslide in Maoxian County, southwest China
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Space–time landslide hazard modeling via Ensemble Neural Networks
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Optimization strategy for flexible barrier structures: investigation and back analysis of a rockfall disaster case in southwestern China
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                            
                                     
                                InSAR-Informed In-Situ Monitoring for Deep-Seated Landslides: Insights from El Forn (Andorra)
                                
                                        
                                            
                                    
                            
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Numerical-model-derived intensity–duration thresholds for early warning of rainfall-induced debris flows in a Himalayan catchment
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Slope Unit Maker (SUMak): an efficient and parameter-free algorithm for delineating slope units to improve landslide modeling
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Probabilistic Hydrological Estimation of LandSlides (PHELS): global ensemble landslide hazard modelling
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                A new analytical method for stability analysis of rock blocks with basal erosion in sub-horizontal strata by considering the eccentricity effect
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                            
                                     
                                A coupled hydrological and hydrodynamic modelling approach for estimating rainfall thresholds of debris-flow occurrence
                                
                                        
                                            
                                    
                            
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Rockfall monitoring with a Doppler radar on an active rockslide complex in Brienz/Brinzauls (Switzerland)
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                            
                                     
                                More than one landslide per road kilometer – surveying and modeling mass movements along the Rishikesh-Joshimath (NH-7) highway, Uttarakhand, India
                                
                                        
                                            
                                    
                            
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Landslide initiation thresholds in data-sparse regions: application to landslide early warning criteria in Sitka, Alaska, USA
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Lessons learnt from a rockfall time series analysis: data collection, statistical analysis, and applications
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                The concept of event-size-dependent exhaustion and its application to paraglacial rockslides
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Coastal earthquake-induced landslide susceptibility during the 2016 Mw 7.8 Kaikōura earthquake, New Zealand
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Characteristics of debris flows recorded in the Shenmu area of central Taiwan between 2004 and 2021
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Semi-automatic mapping of shallow landslides using free Sentinel-2 images and Google Earth Engine
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                The role of thermokarst evolution in debris flow initiation (Hüttekar Rock Glacier, Austrian Alps)
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Accounting for the effect of forest and fragmentation in probabilistic rockfall hazard
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Comprehensive landslide susceptibility map of Central Asia
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                The influence of large woody debris on post-wildfire debris flow sediment storage
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Statistical modeling of sediment supply in torrent catchments of the northern French Alps
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                A data-driven evaluation of post-fire landslide susceptibility
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Deciphering seasonal effects of triggering and preparatory precipitation for improved shallow landslide prediction using generalized additive mixed models
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Brief communication: The northwest Himalaya towns slipping towards potential disaster
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Dynamic response and breakage of trees subject to a landslide-induced air blast
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Debris-flow surges of a very active alpine torrent: a field database
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Rainfall thresholds estimation for shallow landslides in Peru from gridded daily data
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Instantaneous limit equilibrium back analyses of major rockslides triggered during the 2016–2017 central Italy seismic sequence
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Deadly disasters in southeastern South America: flash floods and landslides of February 2022 in Petrópolis, Rio de Janeiro
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Multi-event assessment of typhoon-triggered landslide susceptibility in the Philippines
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Antecedent rainfall as a critical factor for the triggering of debris flows in arid regions
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Sensitivity analysis of a built environment exposed to the synthetic monophasic viscous debris flow impacts with 3-D numerical simulations
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Characteristics and causes of natural and human-induced landslides in a tropical mountainous region: the rift flank west of Lake Kivu (Democratic Republic of the Congo)
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Spatio-temporal analysis of slope-type debris flow activity in Horlachtal, Austria, based on orthophotos and lidar data since 1947
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Assessing the relationship between weather conditions and rockfall using terrestrial laser scanning to improve risk management
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
            
        
        Fabiola Banfi, Emanuele Bevacqua, Pauline Rivoire, Sérgio C. Oliveira, Joaquim G. Pinto, Alexandre M. Ramos, and Carlo De Michele
                                    Nat. Hazards Earth Syst. Sci., 24, 2689–2704, https://doi.org/10.5194/nhess-24-2689-2024, https://doi.org/10.5194/nhess-24-2689-2024, 2024
                                    Short summary
                                    Short summary
                                            
                                                Landslides are complex phenomena causing important impacts in vulnerable areas, and they are often triggered by rainfall. Here, we develop a new approach that uses information on the temporal clustering of rainfall, i.e. multiple events close in time, to detect landslide events and compare it with the use of classical empirical rainfall thresholds, considering as a case study the region of Lisbon, Portugal. The results could help to improve the prediction of rainfall-triggered landslides.
                                            
                                            
                                        Jianqi Zhuang, Jianbing Peng, Chenhui Du, Yi Zhu, and Jiaxu Kong
                                    Nat. Hazards Earth Syst. Sci., 24, 2615–2631, https://doi.org/10.5194/nhess-24-2615-2024, https://doi.org/10.5194/nhess-24-2615-2024, 2024
                                    Short summary
                                    Short summary
                                            
                                                The Revised Infinite Slope Model (RISM) is proposed using the equal differential unit method and correcting the deficiency of the safety factor increasing with the slope increasing when the slope is larger than 40°, as calculated using the Taylor slope infinite model. The intensity–duration (I–D) prediction curve of the rainfall-induced shallow loess landslides with different slopes was constructed and can be used in forecasting regional shallow loess landslides.
                                            
                                            
                                        Alexander B. Prescott, Luke A. McGuire, Kwang-Sung Jun, Katherine R. Barnhart, and Nina S. Oakley
                                    Nat. Hazards Earth Syst. Sci., 24, 2359–2374, https://doi.org/10.5194/nhess-24-2359-2024, https://doi.org/10.5194/nhess-24-2359-2024, 2024
                                    Short summary
                                    Short summary
                                            
                                                Fire can dramatically increase the risk of debris flows to downstream communities with little warning, but hazard assessments have not traditionally included estimates of inundation. We unify models developed by the scientific community to create probabilistic estimates of inundation area in response to rainfall at forecast lead times (≥ 24 h) needed for decision-making. This work takes an initial step toward a near-real-time postfire debris-flow inundation hazard assessment product.
                                            
                                            
                                        Francis K. Rengers, Samuel Bower, Andrew Knapp, Jason W. Kean, Danielle W. vonLembke, Matthew A. Thomas, Jaime Kostelnik, Katherine R. Barnhart, Matthew Bethel, Joseph E. Gartner, Madeline Hille, Dennis M. Staley, Justin K. Anderson, Elizabeth K. Roberts, Stephen B. DeLong, Belize Lane, Paxton Ridgway, and Brendan P. Murphy
                                    Nat. Hazards Earth Syst. Sci., 24, 2093–2114, https://doi.org/10.5194/nhess-24-2093-2024, https://doi.org/10.5194/nhess-24-2093-2024, 2024
                                    Short summary
                                    Short summary
                                            
                                                Every year the U.S. Geological Survey produces 50–100 postfire debris-flow hazard assessments using models for debris-flow likelihood and volume. To refine these models they must be tested with datasets that clearly document rainfall, debris-flow response, and debris-flow volume. These datasets are difficult to obtain, but this study developed and analyzed a postfire dataset with more than 100 postfire storm responses over a 2-year period. We also proposed ways to improve these models.
                                            
                                            
                                        Praveen Kumar, Priyanka Priyanka, Kala Venkata Uday, and Varun Dutt
                                    Nat. Hazards Earth Syst. Sci., 24, 1913–1928, https://doi.org/10.5194/nhess-24-1913-2024, https://doi.org/10.5194/nhess-24-1913-2024, 2024
                                    Short summary
                                    Short summary
                                            
                                                Our study focuses on predicting soil movement to mitigate landslide risks. We develop machine learning models with oversampling techniques to address the class imbalance in monitoring data. The dynamic ensemble model with K-means SMOTE (synthetic minority oversampling technique) achieves high precision, high recall, and a high F1 score. Our findings highlight the potential of these models with oversampling techniques to improve soil movement predictions in landslide-prone areas.
                                            
                                            
                                        Kristian Svennevig, Julian Koch, Marie Keiding, and Gregor Luetzenburg
                                    Nat. Hazards Earth Syst. Sci., 24, 1897–1911, https://doi.org/10.5194/nhess-24-1897-2024, https://doi.org/10.5194/nhess-24-1897-2024, 2024
                                    Short summary
                                    Short summary
                                            
                                                In our study, we analysed publicly available data in order to investigate the impact of climate change on landslides in Denmark. Our research indicates that the rising groundwater table due to climate change will result in an increase in landslide activity. Previous incidents of extremely wet winters have caused damage to infrastructure and buildings due to landslides. This study is the first of its kind to exclusively rely on public data and examine landslides in Denmark.
                                            
                                            
                                        Jiao Wang, Zhangxing Wang, Guanhua Sun, and Hongming Luo
                                    Nat. Hazards Earth Syst. Sci., 24, 1741–1756, https://doi.org/10.5194/nhess-24-1741-2024, https://doi.org/10.5194/nhess-24-1741-2024, 2024
                                    Short summary
                                    Short summary
                                            
                                                With a simplified formula linking rainfall and groundwater level, the rise of the phreatic surface within the slope can be obtained. Then, a global analysis method that considers both seepage and seismic forces is proposed to determine the safety factor of slopes subjected to the combined effect of rainfall and earthquakes. By taking a slope in the Three Gorges Reservoir area as an example, the safety evolution of the slope combined with both rainfall and earthquake is also examined.
                                            
                                            
                                        Carlo Tacconi Stefanelli, William Frodella, Francesco Caleca, Zhanar Raimbekova, Ruslan Umaraliev, and Veronica Tofani
                                    Nat. Hazards Earth Syst. Sci., 24, 1697–1720, https://doi.org/10.5194/nhess-24-1697-2024, https://doi.org/10.5194/nhess-24-1697-2024, 2024
                                    Short summary
                                    Short summary
                                            
                                                Central Asia regions are marked by active tectonics, high mountains with glaciers, and strong rainfall. These predisposing factors make large landslides a serious threat in the area and a source of possible damming scenarios, which endanger the population. To prevent this, a semi-automated geographic information system (GIS-)based mapping method, centered on a bivariate correlation of morphometric parameters, was applied to give preliminary information on damming susceptibility in Central Asia.
                                            
                                            
                                        Rex L. Baum, Dianne L. Brien, Mark E. Reid, William H. Schulz, and Matthew J. Tello
                                    Nat. Hazards Earth Syst. Sci., 24, 1579–1605, https://doi.org/10.5194/nhess-24-1579-2024, https://doi.org/10.5194/nhess-24-1579-2024, 2024
                                    Short summary
                                    Short summary
                                            
                                                We mapped potential for heavy rainfall to cause landslides in part of the central mountains of Puerto Rico using new tools for estimating soil depth and quasi-3D slope stability. Potential ground-failure locations correlate well with the spatial density of landslides from Hurricane Maria. The smooth boundaries of the very high and high ground-failure susceptibility zones enclose 75 % and 90 %, respectively, of observed landslides. The maps can help mitigate ground-failure hazards.
                                            
                                            
                                        Katherine R. Barnhart, Christopher R. Miller, Francis K. Rengers, and Jason W. Kean
                                    Nat. Hazards Earth Syst. Sci., 24, 1459–1483, https://doi.org/10.5194/nhess-24-1459-2024, https://doi.org/10.5194/nhess-24-1459-2024, 2024
                                    Short summary
                                    Short summary
                                            
                                                Debris flows are a type of fast-moving landslide that start from shallow landslides or during intense rain. Infrastructure located downstream of watersheds susceptible to debris flows may be damaged should a debris flow reach them. We present and evaluate an approach to forecast building damage caused by debris flows. We test three alternative models for simulating the motion of debris flows and find that only one can forecast the correct number and spatial pattern of damaged buildings.
                                            
                                            
                                        Luke A. McGuire, Francis K. Rengers, Ann M. Youberg, Alexander N. Gorr, Olivia J. Hoch, Rebecca Beers, and Ryan Porter
                                    Nat. Hazards Earth Syst. Sci., 24, 1357–1379, https://doi.org/10.5194/nhess-24-1357-2024, https://doi.org/10.5194/nhess-24-1357-2024, 2024
                                    Short summary
                                    Short summary
                                            
                                                Runoff and erosion increase after fire, leading to a greater likelihood of floods and debris flows. We monitored debris flow activity following a fire in western New Mexico, USA, and observed 16 debris flows over a <2-year monitoring period. Rainstorms with recurrence intervals of approximately 1 year were sufficient to initiate debris flows. All debris flows initiated during the first several months following the fire, indicating a rapid decrease in debris flow susceptibility over time.
                                            
                                            
                                        Oliver Korup, Lisa Luna, and Joaquin Ferrer
                                        Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2024-55, https://doi.org/10.5194/nhess-2024-55, 2024
                                    Revised manuscript accepted for NHESS 
                                    Short summary
                                    Short summary
                                            
                                                Catalogues of mapped landslides are useful for learning and forecasting how frequently they occur in relation to their size. Yet, rare and large landslides remain most uncertain in statistical summaries of these catalogues. We propose a single, consistent method of comparing across different data sources, and find that landslide statistics disclose more about subjective mapping choices than trigger types or environmental setting.
                                            
                                            
                                        Ken'ichi Koshimizu, Satoshi Ishimaru, Fumitoshi Imaizumi, and Gentaro Kawakami
                                    Nat. Hazards Earth Syst. Sci., 24, 1287–1301, https://doi.org/10.5194/nhess-24-1287-2024, https://doi.org/10.5194/nhess-24-1287-2024, 2024
                                    Short summary
                                    Short summary
                                            
                                                Morphological conditions of drainage basins that classify the presence or absence of debris flow fans were analyzed in areas with different rock strength using decision tree analysis. The relief ratio is the most important morphological factor regardless of the geology. However, the thresholds of morphological parameters needed for forming debris flow fans differ depending on the geology. Decision tree analysis is an effective tool for evaluating the debris flow risk for each geology.
                                            
                                            
                                        Daniel Bolliger, Fritz Schlunegger, and Brian W. McArdell
                                    Nat. Hazards Earth Syst. Sci., 24, 1035–1049, https://doi.org/10.5194/nhess-24-1035-2024, https://doi.org/10.5194/nhess-24-1035-2024, 2024
                                    Short summary
                                    Short summary
                                            
                                                We analysed data from the Illgraben debris flow monitoring station, Switzerland, and we modelled these flows with a debris flow runout model. We found that no correlation exists between the grain size distribution, the mineralogical composition of the matrix, and the debris flow properties. The flow properties rather appear to be determined by the flow volume, from which most other parameters can be derived.
                                            
                                            
                                        Yuntao Zhou, Xiaoyan Zhao, Guangze Zhang, Bernd Wünnemann, Jiajia Zhang, and Minghui Meng
                                    Nat. Hazards Earth Syst. Sci., 24, 891–906, https://doi.org/10.5194/nhess-24-891-2024, https://doi.org/10.5194/nhess-24-891-2024, 2024
                                    Short summary
                                    Short summary
                                            
                                                We developed three rock bridge models to analyze 3D stability and deformation behaviors of the Tizicao landslide and found that the contact surface model with high strength parameters combines advantages of the intact rock mass model in simulating the deformation of slopes with rock bridges and the modeling advantage of the Jennings model. The results help in choosing a rock bridge model to simulate landslide stability and reveal the influence laws of rock bridges on the stability of landslides.
                                            
                                            
                                        Ashok Dahal, Hakan Tanyas, Cees van Westen, Mark van der Meijde, Paul Martin Mai, Raphaël Huser, and Luigi Lombardo
                                    Nat. Hazards Earth Syst. Sci., 24, 823–845, https://doi.org/10.5194/nhess-24-823-2024, https://doi.org/10.5194/nhess-24-823-2024, 2024
                                    Short summary
                                    Short summary
                                            
                                                We propose a modeling approach capable of recognizing slopes that may generate landslides, as well as how large these mass movements may be. This protocol is implemented, tested, and validated with data that change in both space and time via an Ensemble Neural Network architecture.
                                            
                                            
                                        Li-Ru Luo, Zhi-Xiang Yu, Li-Jun Zhang, Qi Wang, Lin-Xu Liao, and Li Peng
                                    Nat. Hazards Earth Syst. Sci., 24, 631–649, https://doi.org/10.5194/nhess-24-631-2024, https://doi.org/10.5194/nhess-24-631-2024, 2024
                                    Short summary
                                    Short summary
                                            
                                                We performed field investigations on a rockfall near Jiguanshan National Forest Park, Chengdu. Vital information was obtained from an unmanned aerial vehicle survey. A finite element model was created to reproduce the damage evolution. We found that the impact kinetic energy was below the design protection energy. Improper member connections prevent the barrier from producing significant deformation to absorb energy. Damage is avoided by improving the ability of the nets and ropes to slide.
                                            
                                            
                                        Rachael Lau, Carolina Seguí, Tyler Waterman, Nathaniel Chaney, and Manolis Veveakis
                                        EGUsphere, https://doi.org/10.48550/arXiv.2311.01564, https://doi.org/10.48550/arXiv.2311.01564, 2024
                                    Short summary
                                    Short summary
                                            
                                                This work examines the use of Interferometric Synthetic Aperture Radar (InSAR) alongside in-situ borehole measurements to assess the stability of deep-seated landslides for the case study of El Forn (Andorra). InSAR data compared with borehole data suggests a key tradeoff between accuracy and precision for various InSAR resolutions. Spatial interpolation with InSAR informed how many remote observations are necessary to lower error on remote-sensing recreation of ground motion over the landslide.
                                            
                                            
                                        Sudhanshu Dixit, Srikrishnan Siva Subramanian, Piyush Srivastava, Ali P. Yunus, Tapas Ranjan Martha, and Sumit Sen
                                    Nat. Hazards Earth Syst. Sci., 24, 465–480, https://doi.org/10.5194/nhess-24-465-2024, https://doi.org/10.5194/nhess-24-465-2024, 2024
                                    Short summary
                                    Short summary
                                            
                                                Rainfall intensity–duration (ID) thresholds can aid in the prediction of natural hazards. Large-scale sediment disasters like landslides, debris flows, and flash floods happen frequently in the Himalayas because of their propensity for intense precipitation events. We provide a new framework that combines the Weather Research and Forecasting (WRF) model with a regionally distributed numerical model for debris flows to analyse and predict intense rainfall-induced landslides in the Himalayas.
                                            
                                            
                                        Jacob B. Woodard, Benjamin B. Mirus, Nathan J. Wood, Kate E. Allstadt, Benjamin A. Leshchinsky, and Matthew M. Crawford
                                    Nat. Hazards Earth Syst. Sci., 24, 1–12, https://doi.org/10.5194/nhess-24-1-2024, https://doi.org/10.5194/nhess-24-1-2024, 2024
                                    Short summary
                                    Short summary
                                            
                                                Dividing landscapes into hillslopes greatly improves predictions of landslide potential across landscapes, but their scaling is often arbitrarily set and can require significant computing power to delineate. Here, we present a new computer program that can efficiently divide landscapes into meaningful slope units scaled to best capture landslide processes. The results of this work will allow an improved understanding of landslide potential and can help reduce the impacts of landslides worldwide.
                                            
                                            
                                        Anne Felsberg, Zdenko Heyvaert, Jean Poesen, Thomas Stanley, and Gabriëlle J. M. De Lannoy
                                    Nat. Hazards Earth Syst. Sci., 23, 3805–3821, https://doi.org/10.5194/nhess-23-3805-2023, https://doi.org/10.5194/nhess-23-3805-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                The Probabilistic Hydrological Estimation of LandSlides (PHELS) model combines ensembles of landslide susceptibility and of hydrological predictor variables to provide daily, global ensembles of hazard for hydrologically triggered landslides. Testing different hydrological predictors showed that the combination of rainfall and soil moisture performed best, with the lowest number of missed and false alarms. The ensemble approach allowed the estimation of the associated prediction uncertainty.
                                            
                                            
                                        Xushan Shi, Bo Chai, Juan Du, Wei Wang, and Bo Liu
                                    Nat. Hazards Earth Syst. Sci., 23, 3425–3443, https://doi.org/10.5194/nhess-23-3425-2023, https://doi.org/10.5194/nhess-23-3425-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                A 3D stability analysis method is proposed for biased rockfall with external erosion. Four failure modes are considered according to rockfall evolution processes, including partial damage of underlying soft rock and overall failure of hard rock blocks. This method is validated with the biased rockfalls in the Sichuan Basin, China. The critical retreat ratio from low to moderate rockfall susceptibility is 0.33. This method could facilitate rockfall early identification and risk mitigation.
                                            
                                            
                                        Zhen Lei Wei, Yue Quan Shang, Qiu Hua Liang, and Xi Lin Xia
                                        Nat. Hazards Earth Syst. Sci. Discuss., https://doi.org/10.5194/nhess-2023-180, https://doi.org/10.5194/nhess-2023-180, 2023
                                    Revised manuscript accepted for NHESS 
                                    Short summary
                                    Short summary
                                            
                                                The initiation of debris flows is influenced significantly by rainfall-induced hydrological processes. We propose a novel framework, which is based on an integrated hydrological and hydrodynamic model, aimed at estimating Intensity-Duration (I-D) rainfall thresholds responsible for triggering debris flows. In comparison to traditional statistical approaches, this physically-based framework particularly suitable for application in ungauged catchments where historical debris flow data is scarce.
                                            
                                            
                                        Marius Schneider, Nicolas Oestreicher, Thomas Ehrat, and Simon Loew
                                    Nat. Hazards Earth Syst. Sci., 23, 3337–3354, https://doi.org/10.5194/nhess-23-3337-2023, https://doi.org/10.5194/nhess-23-3337-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                Rockfalls and their hazards are typically treated as statistical events based on rockfall catalogs, but only a few complete rockfall inventories are available today. Here, we present new results from a Doppler radar rockfall alarm system, which has operated since 2018 at a high frequency under all illumination and weather conditions at a site where frequent rockfall events threaten a village and road. The new data set is used to investigate rockfall triggers in an active rockslide complex.
                                            
                                            
                                        Jürgen Mey, Ravi Kumar Guntu, Alexander Plakias, Igo Silva de Almeida, and Wolfgang Schwanghart
                                        EGUsphere, https://doi.org/10.5194/egusphere-2023-1975, https://doi.org/10.5194/egusphere-2023-1975, 2023
                                    Short summary
                                    Short summary
                                            
                                                The Himalayan road network links remote areas, but fragile terrain and poor construction lead to frequent landslides. This study on NH-7 in India's Uttarakhand region analyzed 300 landslides after heavy 2022 rainfall. Factors like slope, rainfall, rock type, and road work influence landslides. The study's model predicts landslide locations for better road maintenance planning, highlighting the risk from climate change and increased road use.
                                            
                                            
                                        Annette I. Patton, Lisa V. Luna, Joshua J. Roering, Aaron Jacobs, Oliver Korup, and Benjamin B. Mirus
                                    Nat. Hazards Earth Syst. Sci., 23, 3261–3284, https://doi.org/10.5194/nhess-23-3261-2023, https://doi.org/10.5194/nhess-23-3261-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                Landslide warning systems often use statistical models to predict landslides based on rainfall. They are typically trained on large datasets with many landslide occurrences, but in rural areas large datasets may not exist. In this study, we evaluate which statistical model types are best suited to predicting landslides and demonstrate that even a small landslide inventory (five storms) can be used to train useful models for landslide early warning when non-landslide events are also included.
                                            
                                            
                                        Sandra Melzner, Marco Conedera, Johannes Hübl, and Mauro Rossi
                                    Nat. Hazards Earth Syst. Sci., 23, 3079–3093, https://doi.org/10.5194/nhess-23-3079-2023, https://doi.org/10.5194/nhess-23-3079-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                The estimation of the temporal frequency of the involved rockfall processes is an important part in hazard and risk assessments. Different methods can be used to collect and analyse rockfall data. From a statistical point of view, rockfall datasets are nearly always incomplete. Accurate data collection approaches and the application of statistical methods on existing rockfall data series as reported in this study should be better considered in rockfall hazard and risk assessments in the future.
                                            
                                            
                                        Stefan Hergarten
                                    Nat. Hazards Earth Syst. Sci., 23, 3051–3063, https://doi.org/10.5194/nhess-23-3051-2023, https://doi.org/10.5194/nhess-23-3051-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                Rockslides are a major hazard in mountainous regions. In formerly glaciated regions, the disposition mainly arises from oversteepened topography and decreases through time. However, little is known about this decrease and thus about the present-day hazard of huge, potentially catastrophic rockslides. This paper presents a new theoretical framework that explains the decrease in maximum rockslide size through time and predicts the present-day frequency of large rockslides for the European Alps.
                                            
                                            
                                        Colin K. Bloom, Corinne Singeisen, Timothy Stahl, Andrew Howell, Chris Massey, and Dougal Mason
                                    Nat. Hazards Earth Syst. Sci., 23, 2987–3013, https://doi.org/10.5194/nhess-23-2987-2023, https://doi.org/10.5194/nhess-23-2987-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                Landslides are often observed on coastlines following large earthquakes, but few studies have explored this occurrence. Here, statistical modelling of landslides triggered by the 2016 Kaikōura earthquake in New Zealand is used to investigate factors driving coastal earthquake-induced landslides. Geology, steep slopes, and shaking intensity are good predictors of landslides from the Kaikōura event. Steeper slopes close to the coast provide the best explanation for a high landslide density.
                                            
                                            
                                        Yi-Min Huang
                                    Nat. Hazards Earth Syst. Sci., 23, 2649–2662, https://doi.org/10.5194/nhess-23-2649-2023, https://doi.org/10.5194/nhess-23-2649-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                Debris flows are common hazards in Taiwan, and debris-flow early warning is important for disaster responses. The rainfall thresholds of debris flows are analyzed and determined in terms of rainfall intensity, accumulated rainfall, and rainfall duration, based on case histories in Taiwan. These thresholds are useful for disaster management, and the cases in Taiwan are useful for global debris-flow databases.
                                            
                                            
                                        Davide Notti, Martina Cignetti, Danilo Godone, and Daniele Giordan
                                    Nat. Hazards Earth Syst. Sci., 23, 2625–2648, https://doi.org/10.5194/nhess-23-2625-2023, https://doi.org/10.5194/nhess-23-2625-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                We developed a cost-effective and user-friendly approach to map shallow landslides using free satellite data. Our methodology involves analysing the pre- and post-event NDVI variation to semi-automatically detect areas potentially affected by shallow landslides (PLs). Additionally, we have created Google Earth Engine scripts to rapidly compute NDVI differences and time series of affected areas. Datasets and codes are stored in an open data repository for improvement by the scientific community.
                                            
                                            
                                        Simon Seelig, Thomas Wagner, Karl Krainer, Michael Avian, Marc Olefs, Klaus Haslinger, and Gerfried Winkler
                                    Nat. Hazards Earth Syst. Sci., 23, 2547–2568, https://doi.org/10.5194/nhess-23-2547-2023, https://doi.org/10.5194/nhess-23-2547-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                A rapid sequence of cascading events involving thermokarst lake outburst, rock glacier front failure, debris flow development, and river blockage hit an alpine valley in Austria during summer 2019. We analyze the environmental conditions initiating the process chain and identify the rapid evolution of a thermokarst channel network as the main driver. Our results highlight the need to account for permafrost degradation in debris flow hazard assessment studies.
                                            
                                            
                                        Camilla Lanfranconi, Paolo Frattini, Gianluca Sala, Giuseppe Dattola, Davide Bertolo, Juanjuan Sun, and Giovanni Battista Crosta
                                    Nat. Hazards Earth Syst. Sci., 23, 2349–2363, https://doi.org/10.5194/nhess-23-2349-2023, https://doi.org/10.5194/nhess-23-2349-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                This paper presents a study on rockfall dynamics and hazard, examining the impact of the presence of trees along slope and block fragmentation. We compared rockfall simulations that explicitly model the presence of trees and fragmentation with a classical approach that accounts for these phenomena in model parameters (both the hazard and the kinetic energy change). We also used a non-parametric probabilistic rockfall hazard analysis method for hazard mapping.
                                            
                                            
                                        Ascanio Rosi, William Frodella, Nicola Nocentini, Francesco Caleca, Hans Balder Havenith, Alexander Strom, Mirzo Saidov, Gany Amirgalievich Bimurzaev, and Veronica Tofani
                                    Nat. Hazards Earth Syst. Sci., 23, 2229–2250, https://doi.org/10.5194/nhess-23-2229-2023, https://doi.org/10.5194/nhess-23-2229-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                This work was carried out within the Strengthening Financial Resilience and Accelerating Risk Reduction in Central Asia (SFRARR) project and is focused on the first landslide susceptibility analysis at a regional scale for Central Asia. The most detailed available landslide inventories were implemented in a random forest model. The final aim was to provide a useful tool for reduction strategies to landslide scientists, practitioners, and administrators.
                                            
                                            
                                        Francis K. Rengers, Luke A. McGuire, Katherine R. Barnhart, Ann M. Youberg, Daniel Cadol, Alexander N. Gorr, Olivia J. Hoch, Rebecca Beers, and Jason W. Kean
                                    Nat. Hazards Earth Syst. Sci., 23, 2075–2088, https://doi.org/10.5194/nhess-23-2075-2023, https://doi.org/10.5194/nhess-23-2075-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                Debris flows often occur after wildfires. These debris flows move water, sediment, and wood. The wood can get stuck in channels, creating a dam that holds boulders, cobbles, sand, and muddy material. We investigated how the channel width and wood length influenced how much sediment is stored. We also used a series of equations to back calculate the debris flow speed using the breaking threshold of wood. These data will help improve models and provide insight into future field investigations.
                                            
                                            
                                        Maxime Morel, Guillaume Piton, Damien Kuss, Guillaume Evin, and Caroline Le Bouteiller
                                    Nat. Hazards Earth Syst. Sci., 23, 1769–1787, https://doi.org/10.5194/nhess-23-1769-2023, https://doi.org/10.5194/nhess-23-1769-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                In mountain catchments, damage during floods is generally primarily driven by the supply of a massive amount of sediment. Predicting how much sediment can be delivered by frequent and infrequent events is thus important in hazard studies. This paper uses data gathered during the maintenance operation of about 100 debris retention basins to build simple equations aiming at predicting sediment supply from simple parameters describing the upstream catchment.
                                            
                                            
                                        Elsa S. Culler, Ben Livneh, Balaji Rajagopalan, and Kristy F. Tiampo
                                    Nat. Hazards Earth Syst. Sci., 23, 1631–1652, https://doi.org/10.5194/nhess-23-1631-2023, https://doi.org/10.5194/nhess-23-1631-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                Landslides have often been observed in the aftermath of wildfires. This study explores regional patterns in the rainfall that caused landslides both after fires and in unburned locations. In general, landslides that occur after fires are triggered by less rainfall, confirming that fire helps to set the stage for landslides. However, there are regional differences in the ways in which fire impacts landslides, such as the size and direction of shifts in the seasonality of landslides after fires.
                                            
                                            
                                        Stefan Steger, Mateo Moreno, Alice Crespi, Peter James Zellner, Stefano Luigi Gariano, Maria Teresa Brunetti, Massimo Melillo, Silvia Peruccacci, Francesco Marra, Robin Kohrs, Jason Goetz, Volkmar Mair, and Massimiliano Pittore
                                    Nat. Hazards Earth Syst. Sci., 23, 1483–1506, https://doi.org/10.5194/nhess-23-1483-2023, https://doi.org/10.5194/nhess-23-1483-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                We present a novel data-driven modelling approach to determine season-specific critical precipitation conditions for landslide occurrence. It is shown that the amount of precipitation required to trigger a landslide in South Tyrol varies from season to season. In summer, a higher amount of preparatory precipitation is required to trigger a landslide, probably due to denser vegetation and higher temperatures. We derive dynamic thresholds that directly relate to hit rates and false-alarm rates.
                                            
                                            
                                        Yaspal Sundriyal, Vipin Kumar, Neha Chauhan, Sameeksha Kaushik, Rahul Ranjan, and Mohit Kumar Punia
                                    Nat. Hazards Earth Syst. Sci., 23, 1425–1431, https://doi.org/10.5194/nhess-23-1425-2023, https://doi.org/10.5194/nhess-23-1425-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                The NW Himalaya has been one of the most affected terrains of the Himalaya, subject to disastrous landslides. This article focuses on two towns (Joshimath and Bhatwari) of the NW Himalaya, which have been witnessing subsidence for decades. We used a slope stability simulation to determine the response of the hillslopes accommodating these towns under various loading conditions. We found that the maximum displacement in these hillslopes might reach up to 20–25 m.
                                            
                                            
                                        Yu Zhuang, Aiguo Xing, Perry Bartelt, Muhammad Bilal, and Zhaowei Ding
                                    Nat. Hazards Earth Syst. Sci., 23, 1257–1266, https://doi.org/10.5194/nhess-23-1257-2023, https://doi.org/10.5194/nhess-23-1257-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                Tree destruction is often used to back calculate the air blast impact region and to estimate the air blast power. Here we established a novel model to assess air blast power using tree destruction information. We find that the dynamic magnification effect makes the trees easier to damage by a landslide-induced air blast, but the large tree deformation would weaken the effect. Bending and overturning are two likely failure modes, which depend heavily on the properties of trees.
                                            
                                            
                                        Suzanne Lapillonne, Firmin Fontaine, Frédéric Liebault, Vincent Richefeu, and Guillaume Piton
                                    Nat. Hazards Earth Syst. Sci., 23, 1241–1256, https://doi.org/10.5194/nhess-23-1241-2023, https://doi.org/10.5194/nhess-23-1241-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                Debris flows are fast flows most often found in torrential watersheds. They are composed of two phases: a liquid phase which can be mud-like and a granular phase, including large boulders, transported along with the flow. Due to their destructive nature, accessing features of the flow, such as velocity and flow height, is difficult. We present a protocol to analyse debris flow data and results of the Réal torrent in France. These results will help experts in designing models.
                                            
                                            
                                        Carlos Millán-Arancibia and Waldo Lavado-Casimiro
                                    Nat. Hazards Earth Syst. Sci., 23, 1191–1206, https://doi.org/10.5194/nhess-23-1191-2023, https://doi.org/10.5194/nhess-23-1191-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                This study is the first approximation of regional rainfall thresholds for shallow landslide occurrence in Peru. This research was generated from a gridded precipitation data and landslide inventory. The analysis showed that the threshold based on the combination of mean daily intensity–duration variables gives the best results for separating rainfall events that generate landslides. Through this work the potential of thresholds for landslide monitoring at the regional scale is demonstrated.
                                            
                                            
                                        Luca Verrucci, Giovanni Forte, Melania De Falco, Paolo Tommasi, Giuseppe Lanzo, Kevin W. Franke, and Antonio Santo
                                    Nat. Hazards Earth Syst. Sci., 23, 1177–1190, https://doi.org/10.5194/nhess-23-1177-2023, https://doi.org/10.5194/nhess-23-1177-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                Stability analyses in static and seismic conditions were performed on four rockslides that occurred during the main shocks of the 2016–2017 central Italy seismic sequence. These results also indicate that specific structural features of the slope must carefully be accounted for in evaluating potential hazards on transportation infrastructures in mountainous regions.
                                            
                                            
                                        Enner Alcântara, José A. Marengo, José Mantovani, Luciana R. Londe, Rachel Lau Yu San, Edward Park, Yunung Nina Lin, Jingyu Wang, Tatiana Mendes, Ana Paula Cunha, Luana Pampuch, Marcelo Seluchi, Silvio Simões, Luz Adriana Cuartas, Demerval Goncalves, Klécia Massi, Regina Alvalá, Osvaldo Moraes, Carlos Souza Filho, Rodolfo Mendes, and Carlos Nobre
                                    Nat. Hazards Earth Syst. Sci., 23, 1157–1175, https://doi.org/10.5194/nhess-23-1157-2023, https://doi.org/10.5194/nhess-23-1157-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                The municipality of Petrópolis (approximately 305 687 inhabitants) is nestled in the mountains 68 km outside the city of Rio de Janeiro. On 15 February 2022, the city of Petrópolis in Rio de Janeiro, Brazil, received an unusually high volume of rain within 3 h (258 mm). This resulted in flash floods and subsequent landslides that caused 231 fatalities, the deadliest landslide disaster recorded in Petrópolis. This work shows how the disaster was triggered.
                                            
                                            
                                        Joshua N. Jones, Georgina L. Bennett, Claudia Abancó, Mark A. M. Matera, and Fibor J. Tan
                                    Nat. Hazards Earth Syst. Sci., 23, 1095–1115, https://doi.org/10.5194/nhess-23-1095-2023, https://doi.org/10.5194/nhess-23-1095-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                We modelled where landslides occur in the Philippines using landslide data from three typhoon events in 2009, 2018, and 2019. These models show where landslides occurred within the landscape. By comparing the different models, we found that the 2019 landslides were occurring all across the landscape, whereas the 2009 and 2018 landslides were mostly occurring at specific slope angles and aspects. This shows that landslide susceptibility must be considered variable through space and time.
                                            
                                            
                                        Shalev Siman-Tov and Francesco Marra
                                    Nat. Hazards Earth Syst. Sci., 23, 1079–1093, https://doi.org/10.5194/nhess-23-1079-2023, https://doi.org/10.5194/nhess-23-1079-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                Debris flows represent a threat to infrastructure and the population. In arid areas, they are observed when heavy rainfall hits steep slopes with sediments. Here, we use digital surface models and radar rainfall data to detect and characterize the triggering and non-triggering rainfall conditions. We find that rainfall intensity alone is insufficient to explain the triggering. We suggest that antecedent rainfall could represent a critical factor for debris flow triggering in arid regions.
                                            
                                            
                                        Xun Huang, Zhijian Zhang, and Guoping Xiang
                                    Nat. Hazards Earth Syst. Sci., 23, 871–889, https://doi.org/10.5194/nhess-23-871-2023, https://doi.org/10.5194/nhess-23-871-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                A sensitivity analysis on the building impact force resulting from the representative built environment parameters is executed through the FLOW-3D model. The surrounding buildings' properties, especially the azimuthal angle, have been confirmed to play significant roles in determining the peak impact forces. The single and combined effects of built environments are analyzed in detail. This will improve understanding of vulnerability assessment and migration design against debris flow hazards.
                                            
                                            
                                        Jean-Claude Maki Mateso, Charles L. Bielders, Elise Monsieurs, Arthur Depicker, Benoît Smets, Théophile Tambala, Luc Bagalwa Mateso, and Olivier Dewitte
                                    Nat. Hazards Earth Syst. Sci., 23, 643–666, https://doi.org/10.5194/nhess-23-643-2023, https://doi.org/10.5194/nhess-23-643-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                This research highlights the importance of human activities on the occurrence of landslides and the need to consider this context when studying hillslope instability patterns in regions under anthropogenic pressure. Also, this study highlights the importance of considering the timing of landslides and hence the added value of using historical information for compiling an inventory.
                                            
                                            
                                        Jakob Rom, Florian Haas, Tobias Heckmann, Moritz Altmann, Fabian Fleischer, Camillo Ressl, Sarah Betz-Nutz, and Michael Becht
                                    Nat. Hazards Earth Syst. Sci., 23, 601–622, https://doi.org/10.5194/nhess-23-601-2023, https://doi.org/10.5194/nhess-23-601-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                In this study, an area-wide slope-type debris flow record has been established for Horlachtal, Austria, since 1947 based on historical and recent remote sensing data. Spatial and temporal analyses show variations in debris flow activity in space and time in a high-alpine region. The results can contribute to a better understanding of past slope-type debris flow dynamics in the context of extreme precipitation events and their possible future development.
                                            
                                            
                                        Tom Birien and Francis Gauthier
                                    Nat. Hazards Earth Syst. Sci., 23, 343–360, https://doi.org/10.5194/nhess-23-343-2023, https://doi.org/10.5194/nhess-23-343-2023, 2023
                                    Short summary
                                    Short summary
                                            
                                                On highly fractured rockwalls such as those found in northern Gaspésie, most rockfalls are triggered by weather conditions. This study highlights that in winter, rockfall frequency is 12 times higher during a superficial thaw than during a cold period in which temperature remains below 0 °C. In summer, rockfall frequency is 22 times higher during a heavy rainfall event than during a mainly dry period. This knowledge could be used to implement a risk management strategy.
                                            
                                            
                                        Cited articles
                        
                        Canuti, P., Casagli, N., Catani, F., Falorni, G., and Farina, P.: Integration of Remote Sensing Techniques in Different Stages of Landslide Response, Prog. Landslide Sci., 251–260, 2007.
                    
                
                        
                        Cardenal, J., Mata, E., Delgado, J., Hernandez, M. A., and Gonzalez, A.: Close range digital photogrammetry techniques applied to landslides monitoring, Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci., XXXVII, 235–240, 2001.
                    
                
                        
                        Casson, B., Delacourt, C., and Allemand, P.: Contribution of multi-temporal remote sensing images to characterize landslide slip surface? Application to the La Clapière landslide (France), Nat. Hazards. Earth Syst. Sci., 5, 425–437, https://doi.org/10.5194/nhess-5-425-2005, 2005.
                    
                
                        
                        Chen, C., Zhang, J., and Lu, L.: Identification of Layover and Shadow Regions in InSAR Image, 2011 Int. Symp. Image Data Fusion, IEEE, 1–4, 2011.
                    
                
                        
                        Chen, C. W. and Zebker, H. A.: Phase unwrapping for large SAR interferograms: Statistical segmentation and generalized network models, IEEE Trans. Geosci. Remote Sens., 40, 1709–1719, 2002.
                    
                
                        
                        Chudnovsky, A. and Ben-Dor, E.: Application of visible, near-infrared, and short-wave infrared (400–2500 nm) reflectance spectroscopy in quantitatively assessing settled dust in the indoor environment. Case study in dwellings and office environments, Sci. Total Environ., 393, 198–213, 2008.
                    
                
                        
                        Colesanti, C., Ferretti, A., Novali, F., Prati, C., and Rocca, F.: SAR monitoring of progressive and seasonal ground deformation using the permanent scatterers technique, IEEE Trans Geosci. Remote Sens., 41, 1685–1701, 2003a.
                    
                
                        
                        Colesanti, C., Ferretti, A., Prati, C., and Rocca, F.: Monitoring landslides and tectonic motions with the Permanent Scatterers Technique, Eng. Geol., 68, 3–14, 2003b.
                    
                
                        
                        Colesanti, C. and Wasowski, J.: Investigating landslides with space-borne Synthetic Aperture Radar (SAR) interferometry, Eng. Geol., 88, 173–199, https://doi.org/10.1016/j.enggeo.2006.09.013, 2006.
                    
                
                        
                        Cruden, D. M.: The geometry of slip surfaces beneath landslides: predictions from surface measurements: Discussion. Can. Geotech. J., 23, p. 94, https://doi.org/10.1139/t86-012, 1986.
                    
                
                        
                        Cruden, D. M. and Varnes, D. J.: Landslide types and processes, in: Landslides – Investigation and Mitigation, edited by: Turner, A. T., Schuster, R. L., Transp. Res. Board, Spec. Rep., 247, 36–75, https://doi.org/10.1007/BF02590167, 1996.
                    
                
                        
                        Delacourt, C., Allemand, P., Berthier, E., Raucoules, D., Casson, B., Grandjean, P., Pambrun, C., and Varel, E.: Remote-sensing techniques for analysing landslide kinematics: a review, Bull. Soc. Geol. Fr., 178, 89–100, https://doi.org/10.2113/gssgfbull.178.2.89, 2007.
                    
                
                        
                        Edilashvili, V. Y. Y., Lekvinadze, R. D., and Gogiberidze, V. V.: Effect of tectonics on manganese accumulation in Georgia, Int. Geol. Rev., 16, 37–41, https://doi.org/10.1080/00206817409471856, 1974.
                    
                
                        
                        Fleming, R. W. and Johnson, A. M.: Structures associated with strike-slip faults that boundlandslide elements, Eng. Geol., 27, 39–114, https://doi.org/10.1016/0013-7952(89)90031-8, 1989.
                    
                
                        
                        Fruneau, B., Achache, J., and Delacourt, C.: Observation and modelling of the Saint-Étienne-de-Tinée landslide using SAR interferometry, Tectonophysics, 265, 181–190, https://doi.org/10.1016/S0040-1951(96)00047-9, 1996.
                    
                
                        
                        Gamkrelidze, I. and Shengelia, D.: Pre-Alpine Geodynamics of the caucasus, Suprasubduction Regional Metamorphism and Granitoid Magmatism, Bull. Georg. Natl. Acad. Sci., 175, 57–65, 2007.
                    
                
                        
                        García-Davalillo, J. C., Herrera, G., Notti, D., Strozzi, T., and Álvarez-Fernández, I.: DInSAR analysis of ALOS PALSAR images for the assessment of very slow landslides: the Tena Valley case study, Landslides, https://doi.org/10.1007/s10346-012-0379-8, 2013.
                    
                
                        
                        Goldstein, R. M. M. and Werner, C. L. L.: Radar interferogram filtering for geophysical applications, Geophys. Res. Lett., 25, 4035–4038, 1998.
                    
                
                        
                        Gomberg, J. and Bodin, P.: Landslide faults and tectonic faults, analogs?: The Slumgullion earthflow, Colorado. Geology, 23, 41–44, https://doi.org/10.1130/0091-7613(1995)023<0041:LFATFA>2.3.CO;2, 1995.
                    
                
                        
                        Gracheva, R. and Golyeva, A.: Landslides in mountain regions: hazards, resources and information, in: Geophys. Hazards, Int. Year Planet Earth, edited by: Beer, T., Springer Netherlands, Dordrecht, 249–260, 2010.
                    
                
                        
                        Guzzetti, F., Manunta, M., Ardizzone, F., Pepe, A., Cardinali, M., Zeni, G., Reichenbach, P., and Lanari, R.: Analysis of Ground Deformation Detected Using the SBAS-DInSAR Technique in Umbria, Central Italy, Pure Appl. Geophys., 166, 1425–1459, 2009.
                    
                
                        
                        Guzzetti, F., Mondini, A. C., Cardinali, M., Pepe, A., Cardinali, M., Zeni, G., Reichenbach, P., and Lanari, R.: Landslide inventory maps: New tools for an old problem, Earth-Science Rev., 112, 42–66, 2012.
                    
                
                        
                        Hanssen, R. F.: Radar Interferometry: Data Interpretation and Error Analysis, 328 pp., 2001.
                    
                
                        
                        Highland, L. M. and Bobrowsky, P.: The Landslide Handbook – A Guide to Understanding Landslides, Landslides, 129 pp., 2008.
                    
                
                        
                        Hilley, G. E., Bürgmann, R., Ferretti, A., Novali, F., and Rocca, F.: Dynamics of slow-moving landslides from permanent scatterer analysis, Science, 304, 1952–5, 2004.
                    
                
                        
                        Hovius, N., Stark, C. P., and Allen, P. A.: Sediment flux from a mountain belt derived by landslide mapping, Geology, 25, 231–234, 1997.
                    
                
                        
                        Jaboyedoff, M., Oppikofer. T., Abellán, A., Derron, M.-H., Loye, A., Metzger, R., and Pedrazzini, A.: Use of LIDAR in landslide investigations: a review, Nat. Hazards., 61, 5–28, 2010.
                    
                
                        
                        Jibson, R. W., Randall, W., and Prentice, C. S.: Ground Failure Produced by the 29 April 1991 Racha Earthquake in Soviet Georgia, US Geol. Surv., 10, Open-File Report 91-392, ii, 5 leaves, 1991.
                    
                
                        
                        Jibson, R. W., Prentice, C. S., Borissoff, B. A., Rogozhin, E. A., and Langer, C. J.: Some observations of landslides triggered by the 29 April 1991 Racha earthquake, Republic of Georgia, Bull. Seismol. Soc. Am., 84, 963–973, 1994.
                    
                
                        
                        Kampes, B. and Usai, S.: Doris: The Delft object-oriented radar interferometric software, 2nd Int Symp Oper Remote Sens Enschede Netherlands, 1–4, https://doi.org/10.1.1.46.1689, 1999.
                    
                
                        
                        Keefer, D. K.: The importance of earthquake-induced landslides to long-term slope erosion and slope-failure hazards in seismically active regions, Geomorphology, 10, 265–284, 1994.
                    
                
                        
                        Larsen, I. J., Montgomery, D. R., and Korup, O.: Landslide erosion controlled by hillslope material, Nat. Geosci., 3, 247–251, 2010.
                    
                
                        
                        Leonov, M. G.: Fractures in the Dzirula massif (Georgia), Int. Geol. Rev., 18, 1019–1024, 1976.
                    
                
                        
                        Malamud, B. D., Turcotte, D. L., Guzzetti, F., and Reichenbach, P.: Landslide inventories and their statistical properties, Earth Surf Proc. Landforms, 29, 687–711, 2004.
                    
                
                        
                        Martel, S.: Mechanics of landslide initiation as a shear fracture phenomenon, Mar. Geol., 203, 319–339, 2004.
                    
                
                        
                        Martha, T. R., Kerle, N., Jetten, V., van Westen, C. J., and Kumar, K. V.: Characterising spectral, spatial and morphometric properties of landslides for semi-automatic detection using object-oriented methods, Geomorphology, 116, 24–36, 2010.
                    
                
                        
                        Muller, J. R. and Martel, S. J.: Numerical Models of Translational Landslide Rupture Surface Growth, Pure Appl. Geophys., 157, 1009–1038, 2000.
                    
                
                        
                        Nadim, F., Kjekstad, O., Peduzzi, P., Herold, C., and Jaedicke, C.: Global landslide and avalanche hotspots, Landslides, 3, 159–173, 2006.
                    
                
                        
                        Nichol, J. and Wong, M. S.: Satellite remote sensing for detailed landslide inventories using change detection and image fusion, Int. J. Remote Sens., 26, 1913–1926, 2005.
                    
                
                        
                        Okada, Y.: Surface deformation due to shear and tensile faults in a half-space, Int. J. Rock Mech. Min. Sci. Geomech. Abstr., 75, 1135–1154, 1985.
                    
                
                        
                        Ouimet, W. B.: Landslides associated with the May 12, 2008 Wenchuan earthquake: Implications for the erosion and tectonic evolution of the Longmen Shan, Tectonophysics, 491, 244–252, 2010.
                    
                
                        
                        Perski, Z., Hanssen, R., Wojcik, A., and Wojciechowski, T.: InSAR analyses of terrain deformation near the Wieliczka Salt Mine, Poland, Eng. Geol., 106, 58–67, 2009.
                    
                
                        
                        Petley, D. N., Bulmer, M. H., and Murphy, W.: Patterns of movement in rotational and translational landslides, Geology, 30, 719–722, 2002.
                    
                
                        
                        Petley, D. N., Mantovani, F., Bulmer, M. H., and Zannoni, A.: The use of surface monitoring data for the interpretation of landslide movement patterns, Geomorphology, 66, 133–147, 2005.
                    
                
                        
                        Principe, J. C., De Vries, B., De Oliveira, P. G., De Vries, B., and De Oliveira, P. G.: The gamma-filter-a new class of adaptive IIR filters with restricted feedback, IEEE Trans Sig. Proc., 41, 3378–3393, 2004.
                    
                
                        
                        Qi, S., Xu, Q., Lan, H., De Vries, B., and De Oliveira, P. G.: Spatial distribution analysis of landslides triggered by 2008.5.12 Wenchuan Earthquake, China. Eng. Geol., 116, 95–108, 2010.
                    
                
                        
                        Riedel, B. and Walther, A.: InSAR processing for the recognition of landslides, Adv. Geosci., 14, 189–194, 2008.
                    
                
                        
                        Roeckner, E., Bäuml, G., Bonaventura, L., Brokopf, R., Kornblueh, M., Giorgetta, M., Hagemann, S., Kirchner, I., Tompkins, E., Manzini, A., Rhodin, U., Schlese, U., and Schulzweida, A.: The atmospheric general circulation model ECHAM5 – Part I: Model description, 349 pp., 2003.
                    
                
                        
                        Sandwell, D. T., Myer, D., Mellors, R., Shimada, M., Brooks, B., and Foster, J.: Accuracy and Resolution of ALOS Interferometry: Vector Deformation Maps of the Father's Day Intrusion at Kilauea, IEEE Trans. Geosci. Remote Sens., 46, 3524–3534, 2008.
                    
                
                        
                        Schulz, W. H.: Landslides mapped using LIDAR imagery, North, 4, 11 pp., 2004.
                    
                
                        
                        Schuster, R. L. and Highland, L. M.: Impact of landslides and innovative landslide-mitigation measures on the natural environment, Geol. Hazards Team, US Geol., 2003.
                    
                
                        
                        Shirzaei, M. and Walter, T. R.: Randomly iterated search and statistical competency as powerful inversion tools for deformation source modeling: Application to volcano interferometric synthetic aperture radar data, J. Geophys. Res., 114, 1–16, 2009.
                    
                
                        
                        Shirzaei, M. and Walter, T. R.: Estimating the Effect of Satellite Orbital Error Using Wavelet-Based Robust Regression Applied to InSAR Deformation Data, IEEE Trans. Geosci. Remote Sens., 49, 4600–4605, 2011.
                    
                
                        
                        Strozzi, T., Farina, P., Corsini, A., Ambrosi, C., Thüring, M., Zilger, J., Wiesmann, A., Wegmüller, U., and Werner, C.: Survey and monitoring of landslide displacements by means of L-band satellite SAR interferometry, Landslides, 2, 193–201, 2005.
                    
                
                        
                        Strozzi, T., Ambrosi, C., and Raetzo, H.: Interpretation of Aerial Photographs and Satellite SAR Interferometry for the Inventory of Landslides, Remote Sens., 5, 2554–2570, 2013.
                    
                
                        
                        Tofani, V., Segoni, S., Agostini, A., Catani, F., and Casagli, N.: Technical Note: Use of remote sensing for landslide studies in Europe, Nat. Hazards. Earth Syst. Sci., 13, 299–309, https://doi.org/10.5194/nhess-13-299-2013, 2013.
                    
                
                        
                        Van Westen, C. J., Straatsma, M. W., Turdukulov, U. D., Feringa, W. F., Sijmons, K., Bakhtadze, K., Janelidze, T., and Kheladze, N.: Atlas of Natural Hazards and Risk in Georgia, CENN Caucasus Environmental NGO Network, 2012.
                    
                
                        
                        Wei, M. and Sandwell, D. T.: Decorrelation of L-Band and C-Band Interferometry Over Vegetated Areas in California, IEEE Trans Geosci. Remote Sens., 48, 2942–2952, 2010.
                    
                Altmetrics
                
                Final-revised paper
            
            
                    Preprint
                
                     
 
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                     
                     
                     
                    