Natural Hazards and Earth System Sciences

Article	Citations
Nature-based solutions for hydro-meteorological risk reduction: a state-of-the-art review of the research area	170
Attribution of the Australian bushfire risk to anthropogenic climate change	140
Global-scale drought risk assessment for agricultural systems	119
Review article: Natural hazard risk assessments at the global scale	113
Measuring compound flood potential from river discharge and storm surge extremes at the global scale	113
Back calculation of the 2017 Piz Cengalo–Bondo landslide cascade with r.avaflow: what we can do and what we can learn	82
Global-scale benefit–cost analysis of coastal flood adaptation to different flood risk drivers using structural measures	67
Multivariate statistical modelling of the drivers of compound flood events in south Florida	48
Sea-level rise in Venice: historic and future trends (review article)	47
A multi-hazard risk prioritisation framework for cultural heritage assets	47
Coastal impacts of Storm Gloria (January 2020) over the north-western Mediterranean	47
An integrated evaluation of the National Water Model (NWM)–Height Above Nearest Drainage (HAND) flood mapping methodology	47
Invited perspectives: How machine learning will change flood risk and impact assessment	41
Post-event field survey of 28 September 2018 Sulawesi earthquake and tsunami	38
Extreme floods of Venice: characteristics, dynamics, past and future evolution (review article)	37
Anthropogenic climate change and glacier lake outburst flood risk: local and global drivers and responsibilities for the case of lake Palcacocha, Peru	36
The 22 December 2018 Mount Anak Krakatau volcanogenic tsunami on Sunda Strait coasts, Indonesia: tsunami and damage characteristics	36
Are flood damage models converging to “reality”? Lessons learnt from a blind test	36
Changes in drought features at the European level over the last 120 years	36
HazMapper: a global open-source natural hazard mapping application in Google Earth Engine	36
New global characterisation of landslide exposure	34
Review article: A systematic review and future prospects of flood vulnerability indices	33
Attribution of the role of climate change in the forest fires in Sweden 2018	30
Brief communication: The role of using precipitation or river discharge data when assessing global coastal compound flooding	30
A spatial decision support system for enhancing resilience to floods: bridging resilience modelling and geovisualization techniques	29

A methodology for attributing the role of climate change in extreme events: a global spectrally nudged storyline	28
An inventory of Alpine drought impact reports to explore past droughts in a mountain region	28
Assessment of seismic sources and capable faults through hierarchic tectonic criteria: implications for seismic hazard in the Levant	28
Integrated sea storm management strategy: the 29 October 2018 event in the Adriatic Sea	28
Spatial and temporal analysis of extreme storm-tide and skew-surge events around the coastline of New Zealand	28
Quantification of continuous flood hazard using random forest classification and flood insurance claims at large spatial scales: a pilot study in southeast Texas	27
Evaluation of a combined drought indicator and its potential for agricultural drought prediction in southern Spain	26
The prediction of floods in Venice: methods, models and uncertainty (review article)	26
Modelling the Brumadinho tailings dam failure, the subsequent loss of life and how it could have been reduced	26
Analysis of the Universal Thermal Climate Index during heat waves in Serbia	26
Estimation of evapotranspiration by the Food and Agricultural Organization of the United Nations (FAO) Penman–Monteith temperature (PMT) and Hargreaves–Samani (HS) models under temporal and spatial cr	26
Enhancing the resilience to flooding induced by levee breaches in lowland areas: a methodology based on numerical modelling	25
Hydro-meteorological reconstruction and geomorphological impact assessment of the October 2018 catastrophic flash flood at Sant Llorenç, Mallorca (Spain)	25
Fire Weather Index: the skill provided by the European Centre for Medium-Range Weather Forecasts ensemble prediction system	25
The role of spatial dependence for large-scale flood risk estimation	24
Flood vulnerability and risk assessment of urban traditional buildings in a heritage district of Kuala Lumpur, Malaysia	24
Review article: The spatial dimension in the assessment of urban socio-economic vulnerability related to geohazards	24
Tsunami risk perception in southern Italy: first evidence from a sample survey	24
Modelling global tropical cyclone wind footprints	23
Contribution of personal weather stations to the observation of deep-convection features near the ground	22
AGRIDE-c, a conceptual model for the estimation of flood damage to crops: development and implementation	22
Near-real-time automated classification of seismic signals of slope failures with continuous random forests	22
Landslide hazard probability and risk assessment at the community level: a case of western Hubei, China	22
Flood risk assessment of the European road network	22
Estimating exposure of residential assets to natural hazards in Europe using open data	22
Interacting effects of land-use change and natural hazards on rice agriculture in the Mekong and Red River deltas in Vietnam	21
Brief communication: Critical infrastructure impacts of the 2021 mid-July western European flood event	21
Brief communication: Comparing hydrological and hydrogeomorphic paradigms for global flood hazard mapping	21
Estimation of tropical cyclone wind hazards in coastal regions of China	21
CCAF-DB: the Caribbean and Central American active fault database	21
A cross-scale study for compound flooding processes during Hurricane Florence	21
Induced seismicity risk analysis of the hydraulic stimulation of a geothermal well on Geldinganes, Iceland	21
Evaluation of EURO-CORDEX (Coordinated Regional Climate Downscaling Experiment for the Euro-Mediterranean area) historical simulations by high-quality observational datasets in southern Italy: insight	20
Comparison of estimates of global flood models for flood hazard and exposed gross domestic product: a China case study	20
Venice flooding and sea level: past evolution, present issues, and future projections (introduction to the special issue)	20
The impact of topography on seismic amplification during the 2005 Kashmir earthquake	20
Erosion after an extreme storm event in an arid fluvial system of the southern Atacama Desert: an assessment of the magnitude, return time, and conditioning factors of erosion and debris flow generati	20
Design and implementation of a mobile device app for network-based earthquake early warning systems (EEWSs): application to the PRESTo EEWS in southern Italy	20
Regional tropical cyclone impact functions for globally consistent risk assessments	20
A generic physical vulnerability model for floods: review and concept for data-scarce regions	20
Probabilistic landslide susceptibility analysis in tropical mountainous terrain using the physically based r.slope.stability model	20
More than heavy rain turning into fast-flowing water – a landscape perspective on the 2021 Eifel floods	19
A homogeneous earthquake catalogue for Turkey	19
Insights from the topographic characteristics of a large global catalog of rainfall-induced landslide event inventories	19
Invited perspectives: A research agenda towards disaster risk management pathways in multi-(hazard-)risk assessment	19
A revision of the Combined Drought Indicator (CDI) used in the European Drought Observatory (EDO)	19
Impact of compound flood event on coastal critical infrastructures considering current and future climate	19
The first version of the Pan-European Indoor Radon Map	19
Beachgoers' ability to identify rip currents at a beach in situ	18
Three-dimensional numerical simulation of mud flow from a tailing dam failure across complex terrain	18

Evaluation of two hydrometeorological ensemble strategies for flash-flood forecasting over a catchment of the eastern Pyrenees	18
The role of geomorphology, rainfall and soil moisture in the occurrence of landslides triggered by 2018 Typhoon Mangkhut in the Philippines	18
Classification and susceptibility assessment of debris flow based on a semi-quantitative method combination of the fuzzy <i>C</i>-means algorithm, factor analysis and effi	18
Dynamic path-dependent landslide susceptibility modelling	18
A paradigm of extreme rainfall pluvial floods in complex urban areas: the flood event of 15 July 2020 in Palermo (Italy)	18
Deriving rainfall thresholds for landsliding at the regional scale: daily and hourly resolutions, normalisation, and antecedent rainfall	18
Simulation of extreme rainfall and streamflow events in small Mediterranean watersheds with a one-way-coupled atmospheric–hydrologic modelling system	17
Snow avalanche detection and mapping in multitemporal and multiorbital radar images from TerraSAR-X and Sentinel-1	17
The uncertainty of flood frequency analyses in hydrodynamic model simulations	17
Automated avalanche hazard indication mapping on a statewide scale	17
Probabilistic modelling of the dependence between rainfed crops and drought hazard	17
Towards an automatic early warning system of flood hazards based on precipitation forecast: the case of the Miño River (NW Spain)	17
Lava flow hazard map of Piton de la Fournaise volcano	17
The impact of hydrological model structure on the simulation of extreme runoff events	17
Regional analysis of multivariate compound coastal flooding potential around Europe and environs: sensitivity analysis and spatial patterns	17
Open check dams and large wood: head losses and release conditions	17
Invited perspectives: Challenges and future directions in improving bridge flood resilience	17
Ambient conditions prevailing during hail events in central Europe	17
An improved method of Newmark analysis for mapping hazards of coseismic landslides	17
A model for interpreting the deformation mechanism of reservoir landslides in the Three Gorges Reservoir area, China	17
Network-risk: an open GIS toolbox for estimating the implications of transportation network damage due to natural hazards, tested for Bucharest, Romania	17
Improving early warning of drought-driven food insecurity in southern Africa using operational hydrological monitoring and forecasting products	16
Glacier detachments and rock-ice avalanches in the Petra Pervogo range, Tajikistan (1973–2019)	16
Three-dimensional rockfall shape back analysis: methods and implications	16
Hydrometeorological analysis and forecasting of a 3 d flash-flood-triggering desert rainstorm	16
A geography of drought indices: mismatch between indicators of drought and its impacts on water and food securities	16
Evaluating methods for debris-flow prediction based on rainfall in an Alpine catchment	16
The whole is greater than the sum of its parts: a holistic graph-based assessment approach for natural hazard risk of complex systems	16
Assessment of the physical vulnerability of buildings affected by slow-moving landslides	15
Non-stationary extreme value analysis of ground snow loads in the French Alps: a comparison with building standards	15
Rainfall and rockfalls in the Canary Islands: assessing a seasonal link	15
Applying machine learning for drought prediction in a perfect model framework using data from a large ensemble of climate simulations	15
Variable-resolution building exposure modelling for earthquake and tsunami scenario-based risk assessment: an application case in Lima, Peru	15
Debris flows recorded in the Moscardo catchment (Italian Alps) between 1990 and 2019	15
Review article: Factors leading to the occurrence of flood fatalities: a systematic review of research papers published between 2010 and 2020	15
Simulating historical flood events at the continental scale: observational validation of a large-scale hydrodynamic model	15
Indirect flood impacts and cascade risk across interdependent linear infrastructures	15
A systematic exploration of satellite radar coherence methods for rapid landslide detection	15
A flood-risk-oriented, dynamic protection motivation framework to explain risk reduction behaviours	14
Modeling of <i>E. coli</i> distribution for hazard assessment of bathing waters affected by combined sewer overflows	14
A spaceborne SAR-based procedure to support the detection of landslides	14
An 18-year climatology of derechos in Germany	14
Linking drought indices to impacts to support drought risk assessment in Liaoning province, China	14
The mudflow disaster at Villa Santa Lucía in Chilean Patagonia: understandings and insights derived from numerical simulation and postevent field surveys	14
Assessing the annual risk of vehicles being hit by a rainfall-induced landslide: a case study on Kennedy Road in Wan Chai, Hong Kong	14
Rapid flood risk screening model for compound flood events in Beira, Mozambique	14
Difficulties in explaining complex issues with maps: evaluating seismic hazard communication – the Swiss case	14
Challenges in flood modeling over data-scarce regions: how to exploit globally available soil moisture products to estimate antecedent soil wetness conditions in Morocco	14
Annual flood damage influenced by El Niño in the Kan River basin, Iran	14
Style of faulting of expected earthquakes in Italy as an input for seismic hazard modeling	14
Modelling landslide hazards under global changes: the case of a Pyrenean valley	14
Spatiotemporal changes of heat waves and extreme temperatures in the main cities of China from 1955 to 2014	14
Improving sub-seasonal forecast skill of meteorological drought: a weather pattern approach	14
Generating landslide density heatmaps for rapid detection using open-access satellite radar data in Google Earth Engine	14
Are OpenStreetMap building data useful for flood vulnerability modelling?	14
Multiscale analysis of surface roughness for the improvement of natural hazard modelling	13
Drought propagation and its impact on groundwater hydrology of wetlands: a case study on the Doode Bemde nature reserve (Belgium)	13
Invited perspectives: Building sustainable and resilient communities – recommended actions for natural hazard scientists	13
Changes in flood damage with global warming on the eastern coast of Spain	13
Assessing and zoning of typhoon storm surge risk with a geographic information system (GIS) technique: a case study of the coastal area of Huizhou	13
Meteotsunami occurrence in the Gulf of Finland over the past century	13
The 1958 Lituya Bay tsunami – pre-event bathymetry reconstruction and 3D numerical modelling utilising the computational fluid dynamics software Flow-3D	13
Lagrangian modelling of a person lost at sea during the Adriatic scirocco storm of 29 October 2018	13
DebrisFlow Predictor: an agent-based runout program for shallow landslides	13
Compound inland flood events: different pathways, different impacts and different coping options	13
Evolution of a pyrocumulonimbus event associated with an extreme wildfire in Tasmania, Australia	13
Fatalities associated with the severe weather conditions in the Czech Republic, 2000–2019	13
Progress and challenges in glacial lake outburst flood research (2017–2021): a research community perspective	13
Analysis of properties of the 19 February 2018 volcanic eruption of Mount Sinabung in S5P/TROPOMI and Himawari-8 satellite data	13
Towards an efficient storm surge and inundation forecasting system over the Bengal delta: chasing the Supercyclone Amphan	13
Effectiveness of Sentinel-1 and Sentinel-2 for flood detection assessment in Europe	13
The heavy precipitation event of 14–15 October 2018 in the Aude catchment: a meteorological study based on operational numerical weather prediction systems and standard and personal observations	13
Brief communication: Impact forecasting could substantially improve the emergency management of deadly floods: case study July 2021 floods in Germany	12
Building hazard maps with differentiated risk perception for flood impact assessment	12
Infrasound and seismoacoustic signatures of the 28 September 2018 Sulawesi super-shear earthquake	12
Lessons from the 2018–2019 European droughts: a collective need for unifying drought risk management	12
Machine learning analysis of lifeguard flag decisions and recorded rescues	12
Improved accuracy and efficiency of flood inundation mapping of low-, medium-, and high-flow events using the AutoRoute model	12
Towards a compound-event-oriented climate model evaluation: a decomposition of the underlying biases in multivariate fire and heat stress hazards	12
Uncertainties in coastal flood risk assessments in small island developing states	12

Radar-based assessment of hail frequency in Europe	12
Processes culminating in the 2015 phreatic explosion at Lascar volcano, Chile, evidenced by multiparametric data	12
Multiple hazards and risk perceptions over time: the availability heuristic in Italy and Sweden under COVID-19	12
Drought propagation and construction of a comprehensive drought index based on the Soil and Water Assessment Tool (SWAT) and empirical Kendall distribution function (<i>K</i&	12
Assessing tropical cyclone compound flood risk using hydrodynamic modelling: a case study in Haikou City, China	12
Dynamic maps of human exposure to floods based on mobile phone data	12
A joint probabilistic index for objective drought identification: the case study of Haiti	12
The object-specific flood damage database HOWAS 21	12
Brief communication: Seasonal prediction of salinity intrusion in the Mekong Delta	12
Extreme wave analysis based on atmospheric pattern classification: an application along the Italian coast	12
Global ground strike point characteristics in negative downward lightning flashes – Part 1: Observations	12
A harmonised instrumental earthquake catalogue for Iceland and the northern Mid-Atlantic Ridge	12
Evaluating the efficacy of bivariate extreme modelling approaches for multi-hazard scenarios	12
Assessing heat exposure to extreme temperatures in urban areas using the Local Climate Zone classification	12
Modeling the effects of sediment concentration on the propagation of flash floods in an Andean watershed	12
A new approach to mapping landslide hazards: a probabilistic integration of empirical and physically based models in the North Cascades of Washington, USA	11
Modelling a tropical-like cyclone in the Mediterranean Sea under present and warmer climate	11
A statistical analysis of rogue waves in the southern North Sea	11
A statistical–parametric model of tropical cyclones for hazard assessment	11
A multivariate statistical method for susceptibility analysis of debris flow in southwestern China	11
A regional spatiotemporal analysis of large magnitude snow avalanches using tree rings	11
Evaluation of Global Fire Weather Database reanalysis and short-term forecast products	11
A multidisciplinary drought catalogue for southwestern Germany dating back to 1801	11
Contrasting seismic risk for Santiago, Chile, from near-field and distant earthquake sources	11
Predicting power outages caused by extratropical storms	11
Forecasting flood hazards in real time: a surrogate model for hydrometeorological events in an Andean watershed	11
Construction of regional multi-hazard interaction frameworks, with an application to Guatemala	11
Different drought types and the spatial variability in their hazard, impact, and propagation characteristics	11
Global ground strike point characteristics in negative downward lightning flashes – Part 2: Algorithm validation	11
Mapping the susceptibility of rain-triggered lahars at Vulcano island (Italy) combining field characterization, geotechnical analysis, and numerical modelling	11
Comparing an insurer's perspective on building damages with modelled damages from pan-European winter windstorm event sets: a case study from Zurich, Switzerland	11
Natural hazard impacts on transport infrastructure in Russia	11
Testing the impact of direct and indirect flood warnings on population behaviour using an agent-based model	10
Tailings-flow runout analysis: examining the applicability of a semi-physical area–volume relationship using a novel database	10
Storm tide amplification and habitat changes due to urbanization of a lagoonal estuary	10
Hotspots for warm and dry summers in Romania	10
Controls on the formation and size of potential landslide dams and dammed lakes in the Austrian Alps	10
Residential flood loss estimated from Bayesian multilevel models	10
Snow gliding and glide-snow avalanches: recent outcomes from two experimental test sites in Aosta Valley (northwestern Italian Alps)	10
Simulation of storm surge inundation under different typhoon intensity scenarios: case study of Pingyang County, China	10
A multi-disciplinary analysis of the exceptional flood event of July 2021 in central Europe – Part 1: Event description and analysis	10
Spatialized flood resilience measurement in rapidly urbanized coastal areas with a complex semi-arid environment in northern Morocco	10
Bayesian network model for flood forecasting based on atmospheric ensemble forecasts	10
Predicting social and health vulnerability to floods in Bangladesh	10
Arctic tsunamis threaten coastal landscapes and communities – survey of Karrat Isfjord 2017 tsunami effects in Nuugaatsiaq, western Greenland	10
Intra-annual variability of the Western Mediterranean Oscillation (WeMO) and occurrence of extreme torrential precipitation in Catalonia (NE Iberia)	10
Land subsidence due to groundwater pumping: hazard probability assessment through the combination of Bayesian model and fuzzy set theory	10
Wave height return periods from combined measurement–model data: a Baltic Sea case study	10
Skill of large-scale seasonal drought impact forecasts	10
Assessing transportation vulnerability to tsunamis: utilising post-event field data from the 2011 Tōhoku tsunami, Japan, and the 2015 Illapel tsunami, Chile	10
A volcanic-hazard demonstration exercise to assess and mitigate the impacts of volcanic ash clouds on civil and military aviation	10
Uncertainty quantification of tsunami inundation in Kuroshio, Kochi Prefecture, Japan, using the Nankai–Tonankai megathrust rupture scenarios	10
Leveraging time series analysis of radar coherence and normalized difference vegetation index ratios to characterize pre-failure activity of the Mud Creek landslide, California	10
The potential of machine learning for weather index insurance	10
Review article: Detection of actionable tweets in crisis events	10
Reconstructing patterns of coastal risk in space and time along the US Atlantic coast, 1970–2016	10