Landslide size matters: A new data-driven, spatial prototype
暂无分享,去创建一个
Fausto Guzzetti | Luigi Lombardo | Daniela Castro-Camilo | Hakan Tanyas | Raphaël Huser | F. Guzzetti | H. Tanyaş | L. Lombardo | R. Huser | Daniela Castro-Camilo | Raphael Huser
[1] David B. Dunson,et al. Bayesian Data Analysis , 2010 .
[2] S. Steger,et al. Correlation does not imply geomorphic causation in data-driven landslide susceptibility modelling - Benefits of exploring landslide data collection effects. , 2021, The Science of the total environment.
[3] Timothy R. H. Davies,et al. Regional coseismic landslide hazard assessment without historical landslide inventories: A new approach , 2015 .
[4] S. Leroueil,et al. The Varnes classification of landslide types, an update , 2014, Landslides.
[5] R. Jibson,et al. A seismic landslide susceptibility rating of geologic units based on analysis of characteristics of landslides triggered by the 17 January, 1994 Northridge, California earthquake , 2000 .
[6] Giovanni B. Crosta,et al. Techniques for evaluating the performance of landslide susceptibility models , 2010 .
[7] Agnès Helmstetter,et al. Statistical analysis of rockfall volume distributions: Implications for rockfall dynamics , 2003 .
[8] Takashi Oguchi,et al. Relationship between landslide size and rainfall conditions in Taiwan , 2017, Landslides.
[9] Etienne Berthier,et al. Supervised Method of Landslide Inventory Using Panchromatic SPOT5 Images and Application to the Earthquake-Triggered Landslides of Pisco (Peru, 2007, Mw8.0) , 2013, Remote. Sens..
[10] Stefan Siegert,et al. Max-and-Smooth: A Two-Step Approach for Approximate Bayesian Inference in Latent Gaussian Models , 2019, Bayesian Analysis.
[11] D. Montgomery,et al. Landslide erosion controlled by hillslope material , 2010 .
[12] Fausto Guzzetti,et al. A geomorphological approach to the estimation of landslide hazards and risks in Umbria, Central Italy , 2002 .
[13] Kaye M. Shedlock,et al. The GSHAP Global Seismic Hazard Map , 1999 .
[14] P. Martin Mai,et al. Presenting logistic regression-based landslide susceptibility results , 2018, Engineering Geology.
[15] Paul W. Adams,et al. Soil conditions in three recent landslides in Southeast Alaska , 1987 .
[16] P. Frattini,et al. The role of material properties and landscape morphology on landslide size distributions , 2013 .
[17] Andrew J. Michael,et al. Operational Earthquake Forecasting Can Enhance Earthquake Preparedness , 2014 .
[18] S. Kramer. Geotechnical Earthquake Engineering , 1996 .
[19] Brendon A. Bradley,et al. Landslides Triggered by the 14 November 2016 Mw 7.8 Kaikōura Earthquake, New Zealand , 2018 .
[20] Olga Petrucci,et al. Gender, age and circumstances analysis of flood and landslide fatalities in Italy. , 2018, The Science of the total environment.
[21] Luigi Lombardo,et al. From scenario-based seismic hazard to scenario-based landslide hazard: fast-forwarding to the future via statistical simulations , 2020, Stochastic Environmental Research and Risk Assessment.
[22] W. Z. Savage,et al. Guidelines for landslide susceptibility, hazard and risk zoning for land-use planning. Commentary , 2008 .
[23] L. F. Smoll,et al. Investigation of the origin and magnitude of debris flows from the Payhua Creek basin, Matucana area, Huarochirí Province, Perú , 2005 .
[24] A. Raftery,et al. Probabilistic forecasts, calibration and sharpness , 2007 .
[25] T. Hengl,et al. Mapping the global depth to bedrock for land surface modeling , 2017 .
[26] Bradley P. Carlin,et al. Bayesian measures of model complexity and fit , 2002 .
[27] P. Guttorp,et al. Geostatistical Space-Time Models, Stationarity, Separability, and Full Symmetry , 2007 .
[28] M. Clark,et al. Quantifying Near‐Surface Rock Strength on a Regional Scale From Hillslope Stability Models , 2020, Journal of Geophysical Research: Earth Surface.
[29] Carol A. Gotway,et al. Statistical Methods for Spatial Data Analysis , 2004 .
[30] W. Dietrich,et al. Controls on the size distributions of shallow landslides , 2021, Proceedings of the National Academy of Sciences.
[31] F. Guzzetti,et al. Landslide failures detection and mapping using Synthetic Aperture Radar: Past, present and future , 2021 .
[32] J. Poesen,et al. Landslide characteristics and spatial distribution in the Rwenzori Mountains, Uganda , 2017 .
[33] Haavard Rue,et al. Bayesian Computing with INLA: A Review , 2016, 1604.00860.
[34] Randall W. Jibson,et al. Factors controlling landslide frequency–area distributions , 2018, Earth Surface Processes and Landforms.
[35] T. Stepinski,et al. Geomorphons — a pattern recognition approach to classification and mapping of landforms , 2013 .
[36] Fausto Guzzetti,et al. A predictive model of societal landslide risk in Italy , 2019, Earth-Science Reviews.
[37] Bruce D. Malamud,et al. Power-law correlations of landslide areas in central Italy , 2001 .
[38] D. Petley,et al. A Systematic Review of the Health Impacts of Mass Earth Movements (Landslides) , 2015, PLoS currents.
[39] Masahiro Chigira,et al. Geological and geomorphological characteristics of landslides triggered by the 2004 Mid Niigta prefecture earthquake in Japan , 2006 .
[40] R. Heerdegen,et al. Quantifying source areas through land surface curvature and shape , 1982 .
[41] D. Zekkos,et al. Characteristic landslide distributions: An investigation of landscape controls on landslide size , 2020 .
[42] Thomas J. Buchanan,et al. Discharge measurements at gaging stations , 1969 .
[43] Giovanni B. Crosta,et al. A probabilistic approach for landslide hazard analysis , 2014 .
[44] F. Guzzetti,et al. Landslide rupture and the probability distribution of mobilized debris volumes , 2009 .
[45] P. Reichenbach,et al. Landslide hazard assessment in the Collazzone area, Umbria, Central Italy , 2006 .
[46] K. Allstadt,et al. Earthquake‐Induced Chains of Geologic Hazards: Patterns, Mechanisms, and Impacts , 2019, Reviews of Geophysics.
[47] Faith E. Taylor,et al. Landslide shape, ellipticity and length‐to‐width ratios , 2018, Earth Surface Processes and Landforms.
[48] J. Zêzere,et al. Landslide Societal Risk in Portugal in the Period 1865–2015 , 2017 .
[49] Bruce D. Malamud,et al. Landslides, earthquakes, and erosion , 2003 .
[50] Marvin N. Wright,et al. SoilGrids250m: Global gridded soil information based on machine learning , 2017, PloS one.
[51] C. Westen,et al. Physically-based catchment-scale prediction of slope failure volume and geometry , 2021 .
[52] H. O. Wood,et al. Modified Mercalli intensity scale of 1931 , 1931 .
[53] Raphael Huser,et al. Point process-based modeling of multiple debris flow landslides using INLA: an application to the 2009 Messina disaster , 2017, Stochastic Environmental Research and Risk Assessment.
[54] D. Lague,et al. Coulomb Mechanics and Relief Constraints Explain Landslide Size Distribution , 2019, Geophysical Research Letters.
[55] K. Allstadt,et al. Improving Near-Real-Time Coseismic Landslide Models: Lessons Learned from the 2016 Kaikōura, New Zealand, Earthquake , 2018 .
[56] J. Hübl,et al. Towards an empirical vulnerability function for use in debris flow risk assessment , 2007 .
[57] Map of landslides triggered by the January 12, 2010, Haiti earthquake , 2016 .
[58] J. Pelletier. Scale-invariance of soil moisture variability and its implications for the frequency-size distribution of landslides , 1997, physics/9705035.
[59] Roger Bivand,et al. Comparing Implementations of Estimation Methods for Spatial Econometrics , 2015 .
[60] M. Rossi,et al. Landslide volumes and landslide mobilization rates in Umbria, central Italy , 2009 .
[61] D. Cruden. A simple definition of a landslide , 1991 .
[62] P. Reichenbach,et al. A review of statistically-based landslide susceptibility models , 2018 .
[63] T. Gorum,et al. A seismologically consistent expression for the total area and volume of earthquake‐triggered landsliding , 2016 .
[64] F. Wenzel,et al. Losses Associated with Secondary Effects in Earthquakes , 2017, Front. Built Environ..
[65] M. R. Yoder,et al. Geomorphic and geologic controls of geohazards induced by Nepal’s 2015 Gorkha earthquake , 2016, Science.
[66] Thomas Glade,et al. The propagation of inventory-based positional errors into statistical landslide susceptibility models , 2016 .
[67] Finn Lindgren,et al. Advanced Spatial Modeling with Stochastic Partial Differential Equations Using R and INLA , 2018 .
[68] Fausto Guzzetti,et al. The impact of landslides in the Umbria region, central Italy , 2003 .
[69] Saibal Ghosh,et al. A tool for the estimation of the distribution of landslide area in R , 2012 .
[70] K. Allstadt,et al. Ground Failure from the Anchorage, Alaska, Earthquake of 30 November 2018 , 2019, Seismological Research Letters.
[71] Bojan Savric,et al. The Equal Earth map projection , 2018, Int. J. Geogr. Inf. Sci..
[72] REGIONAL DISTRIBUTION AND CHARACTERISTICS OF LANDSLIDES GENERATED BY THE EARTHQUAKE , 1998 .
[73] N. Hovius,et al. Regional patterns of earthquake‐triggered landslides and their relation to ground motion , 2007 .
[74] M. Marjanović,et al. Landslide susceptibility assessment using SVM machine learning algorithm , 2011 .
[75] G. Fubelli,et al. Presence-only approach to assess landslide triggering-thickness susceptibility: a test for the Mili catchment (north-eastern Sicily, Italy) , 2015, Natural Hazards.
[76] Kenneth J. Hsü,et al. Catastrophic Debris Streams (Sturzstroms) Generated by Rockfalls , 1975 .
[77] Donald W. Taylor,et al. Fundamentals of soil mechanics , 1948 .
[78] Fausto Guzzetti,et al. Probability distributions of landslide volumes , 2009 .
[79] A. Bregt,et al. Dynamic path-dependent landslide susceptibility modelling , 2020 .
[80] David A. Seal,et al. The Shuttle Radar Topography Mission , 2007 .
[81] David J. Wald,et al. Development of a globally applicable model for near real-time prediction of seismically induced landslides , 2014 .
[82] G. Ohlmacher. Plan curvature and landslide probability in regions dominated by earth flows and earth slides , 2007 .
[83] Walter Jetz,et al. A suite of global, cross-scale topographic variables for environmental and biodiversity modeling , 2018, Scientific Data.
[84] R. Soeters,et al. Slope instability recognition, analysis, and zonation , 1996 .
[85] Charles F. Richter,et al. MAGNITUDE AND ENERGY OF EARTHQUAKES , 1936 .
[86] K. Beven,et al. A physically based, variable contributing area model of basin hydrology , 1979 .
[87] Hiroshi Sato,et al. Presentation and Analysis of a Worldwide Database of Earthquake‐Induced Landslide Inventories , 2017 .
[88] R. Fell. Landslide risk assessment and acceptable risk , 1994 .
[89] J. M. Sappington,et al. Quantifying Landscape Ruggedness for Animal Habitat Analysis: A Case Study Using Bighorn Sheep in the Mojave Desert , 2007 .
[90] Victor G. Jetten,et al. Integration of two-phase solid fluid equations in a catchment model for flashfloods, debris flows and shallow slope failures , 2018, Environ. Model. Softw..
[91] Hui-Mei Yu,et al. Impacts of Wenchuan Earthquake-induced landslides on soil physical properties and tree growth , 2012 .
[92] Thomas H. Heaton,et al. Relationships between Peak Ground Acceleration, Peak Ground Velocity, and Modified Mercalli Intensity in California , 1999 .
[93] D. Petley. Global patterns of loss of life from landslides , 2012 .
[94] P. Martin Mai,et al. Geostatistical Modeling to Capture Seismic‐Shaking Patterns From Earthquake‐Induced Landslides , 2018, Journal of Geophysical Research: Earth Surface.
[95] P. Santi,et al. Debris flows and their toll on human life: a global analysis of debris-flow fatalities from 1950 to 2011 , 2014, Natural Hazards.
[96] D. Varnes. Landslide hazard zonation: A review of principles and practice , 1984 .
[97] Luigi Lombardo,et al. Chrono-validation of near-real-time landslide susceptibility models via plug-in statistical simulations , 2020, Engineering Geology.
[98] Ivan Marchesini,et al. Automatic delineation of geomorphological slope units with r.slopeunits v1.0 and their optimization for landslide susceptibility modeling , 2016 .
[99] Alexander Brenning,et al. The influence of systematically incomplete shallow landslide inventories on statistical susceptibility models and suggestions for improvements , 2017, Landslides.
[100] P. Peduzzi,et al. Global landslide and avalanche hotspots , 2006 .
[101] P. Martin Mai,et al. Modeling soil organic carbon with Quantile Regression: Dissecting predictors' effects on carbon stocks , 2017, 1708.03859.
[102] N. Hovius,et al. The characterization of landslide size distributions , 2001 .
[103] Jie Dou,et al. Handling high predictor dimensionality in slope-unit-based landslide susceptibility models through LASSO-penalized Generalized Linear Model , 2017, Environ. Model. Softw..
[104] Sumio Watanabe,et al. Asymptotic Equivalence of Bayes Cross Validation and Widely Applicable Information Criterion in Singular Learning Theory , 2010, J. Mach. Learn. Res..
[105] tefan,et al. APPROXIMATE BAYESIAN INFERENCE FOR ANALYSIS OF SPATIO-TEMPORAL FLOOD FREQUENCY DATA BY ÁRNI , 2021 .
[106] J. Malet,et al. Recommendations for the quantitative analysis of landslide risk , 2013, Bulletin of Engineering Geology and the Environment.
[107] F. Graf,et al. Effects of forests on shallow landslides - case studies in Switzerland , 2009 .
[108] P. Reichenbach,et al. Probabilistic landslide hazard assessment at the basin scale , 2005 .
[109] P. Reichenbach,et al. Landslide hazard evaluation: a review of current techniques and their application in a multi-scale study, Central Italy , 1999 .
[110] M. Church,et al. Sediment transfer by shallow landsliding in the Queen Charlotte Islands, British Columbia , 2002 .
[111] D. Keefer. 5.11 Landslides Generated by Earthquakes: Immediate and Long-Term Effects , 2013 .
[112] Matthias Vanmaercke,et al. Landslide mobilization rates: A global analysis and model , 2020 .
[113] S. Self,et al. The volcanic explosivity index (VEI) an estimate of explosive magnitude for historical volcanism , 1982 .
[114] Chong Xu,et al. Database and spatial distribution of landslides triggered by the Lushan, China Mw 6.6 earthquake of 20 April 2013 , 2015 .
[115] Anthony C. Davison,et al. Statistics of Extremes , 2015 .
[116] K. Allstadt,et al. An updated method for estimating landslide‐event magnitude , 2018 .
[117] Ivan Marchesini,et al. A global slope unit-based method for the near real-time prediction of earthquake-induced landslides , 2019, Geomorphology.
[118] M. Rossi,et al. Analysis of historical landslide time series in the Emilia‐Romagna region, northern Italy , 2010 .
[119] N. Cressie,et al. Statistics for Spatial Data. , 1992 .
[120] C. Thorne,et al. Quantitative analysis of land surface topography , 1987 .
[121] David M. Cruden,et al. LANDSLIDES: INVESTIGATION AND MITIGATION. CHAPTER 3 - LANDSLIDE TYPES AND PROCESSES , 1996 .
[122] D. Turcotte,et al. Landslide inventories and their statistical properties , 2004 .
[123] P. Allen,et al. Sediment flux from a mountain belt derived by landslide mapping , 1997 .
[124] W. Z. Savage,et al. Guidelines for landslide susceptibility, hazard and risk zoning for land-use planning , 2008 .
[125] Veronica Tofani,et al. A Tool for Classification and Regression Using Random Forest Methodology: Applications to Landslide Susceptibility Mapping and Soil Thickness Modeling , 2017, Environmental Modeling & Assessment.
[126] Haavard Rue,et al. New Frontiers in Bayesian Modeling Using the INLA Package in R , 2019, J. Stat. Softw..
[127] H. Rue,et al. Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations , 2009 .
[128] B. Khazai,et al. Evaluation of factors controlling earthquake-induced landslides caused by Chi-Chi earthquake and comparison with the Northridge and Loma Prieta events , 2004 .
[129] Kevin Bishop,et al. Modeling spatial patterns of saturated areas: A comparison of the topographic wetness index and a dynamic distributed model , 2009 .
[130] Alberto Carrara,et al. Drainage and Divide Networks Derived from High-Fidelity Digital Terrain Models , 1988 .
[131] Sumio Watanabe,et al. A widely applicable Bayesian information criterion , 2012, J. Mach. Learn. Res..
[132] C. F. Lee,et al. Frequency–volume relation and prediction of rainfall-induced landslides , 2001 .
[133] Yuichi S. Hayakawa,et al. Without power? Landslide inventories in the face of climate change , 2012 .
[134] F. Guzzetti,et al. Space-time landslide predictive modelling , 2020 .
[135] T. Opitz,et al. Bayesian space-time gap filling for inference on extreme hot-spots: an application to Red Sea surface temperatures , 2020, 2004.00386.
[136] Dimitrios Zekkos,et al. The size, distribution, and mobility of landslides caused by the 2015 Mw7.8 Gorkha earthquake, Nepal , 2018 .
[137] P. Frattini,et al. Seismic and geological controls on earthquake-induced landslide size , 2019, Earth and Planetary Science Letters.
[138] E. E. Brabb,et al. The world landslide problem , 1991 .
[139] Oldrich Hungr,et al. Some methods of landslide hazard intensity mapping , 2018 .
[140] H. Havenith,et al. Numerical modelling of seismic slope stability , 2004 .
[141] Chunjing Wang,et al. Expansion risk of invasive plants in regions of high plant diversity: A global assessment using 36 species , 2018, Ecol. Informatics.
[142] D. Montgomery,et al. Limits to Relief , 1995, Science.
[143] D. Keefer. Landslides caused by earthquakes , 1984 .
[144] David J. Wald,et al. USGS "Did You Feel It?" internet-based macroseismic intensity maps , 2012 .
[145] Victor G. Jetten,et al. Analysing post-earthquake mass movement volume dynamics with multi-source DEMs , 2019, Engineering Geology.
[146] Chong Xu,et al. Two comparable earthquakes produced greatly different coseismic landslides: The 2015 Gorkha, Nepal and 2008 Wenchuan, China events , 2016, Journal of Earth Science.
[147] Fausto Guzzetti,et al. Societal landslide and flood risk in Italy. , 2010 .
[148] Tanyas Hakan,et al. Completeness Index for Earthquake-Induced Landslide Inventories , 2020 .
[149] Veronica Tofani,et al. Spatial patterns of landslide dimension: A tool for magnitude mapping , 2016 .
[150] P. Møller,et al. Quick clay and landslides of clayey soils. , 2009, Physical review letters.
[151] H. Tanyaş,et al. Spatial modeling of multi-hazard threat to cultural heritage sites , 2020 .
[152] Fausto Guzzetti,et al. Landslide Vulnerability Criteria: A Case Study from Umbria, Central Italy , 2007, Environmental management.
[153] James S. Hodges,et al. Richly Parameterized Linear Models: Additive, Time Series, and Spatial Models Using Random Effects , 2013 .
[154] E. Harp,et al. Landslides Triggered by the 2002 Denali Fault, Alaska, Earthquake and the Inferred Nature of the Strong Shaking , 2004 .
[155] William J. Kockelman,et al. Some Techniques for Reducing Landslide Hazards , 1986 .
[156] Raphaël Huser,et al. Numerical Recipes for Landslide Spatial Prediction Using R-INLA , 2019 .
[157] R. Jibson,et al. The influence of frequency and duration of seismic ground motion on the size of triggered landslides—A regional view , 2020 .
[158] F. Guzzetti,et al. Landslide inventory maps: New tools for an old problem , 2012 .
[159] S. L. Kuriakose,et al. Spatial data for landslide susceptibility, hazard, and vulnerability assessment: An overview , 2008 .
[160] Richard J. Hardy,et al. Optimising 4-D surface change detection: an approach for capturing rockfall magnitude–frequency , 2018 .