Natural Hazards and Earth System Sciences

Article	Citations
Attribution of the Australian bushfire risk to anthropogenic climate change	163
Review article: Natural hazard risk assessments at the global scale	130
Global-scale benefit–cost analysis of coastal flood adaptation to different flood risk drivers using structural measures	77
Sea-level rise in Venice: historic and future trends (review article)	61
Coastal impacts of Storm Gloria (January 2020) over the north-western Mediterranean	60
A multi-hazard risk prioritisation framework for cultural heritage assets	55
Multivariate statistical modelling of the drivers of compound flood events in south Florida	52
Changes in drought features at the European level over the last 120 years	50
HazMapper: a global open-source natural hazard mapping application in Google Earth Engine	47
Extreme floods of Venice: characteristics, dynamics, past and future evolution (review article)	45
Invited perspectives: How machine learning will change flood risk and impact assessment	45
New global characterisation of landslide exposure	44
Review article: A systematic review and future prospects of flood vulnerability indices	42
Are flood damage models converging to “reality”? Lessons learnt from a blind test	38
Anthropogenic climate change and glacier lake outburst flood risk: local and global drivers and responsibilities for the case of lake Palcacocha, Peru	37
Brief communication: Critical infrastructure impacts of the 2021 mid-July western European flood event	36
Attribution of the role of climate change in the forest fires in Sweden 2018	36
Brief communication: The role of using precipitation or river discharge data when assessing global coastal compound flooding	34
A methodology for attributing the role of climate change in extreme events: a global spectrally nudged storyline	34
Modelling the Brumadinho tailings dam failure, the subsequent loss of life and how it could have been reduced	34
Quantification of continuous flood hazard using random forest classification and flood insurance claims at large spatial scales: a pilot study in southeast Texas	33
Fire Weather Index: the skill provided by the European Centre for Medium-Range Weather Forecasts ensemble prediction system	32
A spatial decision support system for enhancing resilience to floods: bridging resilience modelling and geovisualization techniques	31
Flood vulnerability and risk assessment of urban traditional buildings in a heritage district of Kuala Lumpur, Malaysia	30
The prediction of floods in Venice: methods, models and uncertainty (review article)	30

A revision of the Combined Drought Indicator (CDI) used in the European Drought Observatory (EDO)	30
An inventory of Alpine drought impact reports to explore past droughts in a mountain region	30
A cross-scale study for compound flooding processes during Hurricane Florence	28
More than heavy rain turning into fast-flowing water – a landscape perspective on the 2021 Eifel floods	28
Lessons from the 2018–2019 European droughts: a collective need for unifying drought risk management	27
Analysis of the Universal Thermal Climate Index during heat waves in Serbia	27
Invited perspectives: A research agenda towards disaster risk management pathways in multi-(hazard-)risk assessment	27
Review article: The spatial dimension in the assessment of urban socio-economic vulnerability related to geohazards	26
Flood risk assessment of the European road network	26
Near-real-time automated classification of seismic signals of slope failures with continuous random forests	25
Design and implementation of a mobile device app for network-based earthquake early warning systems (EEWSs): application to the PRESTo EEWS in southern Italy	25
A multi-disciplinary analysis of the exceptional flood event of July 2021 in central Europe – Part 1: Event description and analysis	25
Interacting effects of land-use change and natural hazards on rice agriculture in the Mekong and Red River deltas in Vietnam	25
The role of spatial dependence for large-scale flood risk estimation	25
Insights from the topographic characteristics of a large global catalog of rainfall-induced landslide event inventories	25
A homogeneous earthquake catalogue for Turkey	24
Indirect flood impacts and cascade risk across interdependent linear infrastructures	24
A generic physical vulnerability model for floods: review and concept for data-scarce regions	24
Impact of compound flood event on coastal critical infrastructures considering current and future climate	24
Estimation of tropical cyclone wind hazards in coastal regions of China	24
A paradigm of extreme rainfall pluvial floods in complex urban areas: the flood event of 15 July 2020 in Palermo (Italy)	23
Regional analysis of multivariate compound coastal flooding potential around Europe and environs: sensitivity analysis and spatial patterns	23
Brief communication: Comparing hydrological and hydrogeomorphic paradigms for global flood hazard mapping	23
Induced seismicity risk analysis of the hydraulic stimulation of a geothermal well on Geldinganes, Iceland	23
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	23
Applying machine learning for drought prediction in a perfect model framework using data from a large ensemble of climate simulations	22
Effectiveness of Sentinel-1 and Sentinel-2 for flood detection assessment in Europe	22
Regional tropical cyclone impact functions for globally consistent risk assessments	22
Deriving rainfall thresholds for landsliding at the regional scale: daily and hourly resolutions, normalisation, and antecedent rainfall	22
Simulation of extreme rainfall and streamflow events in small Mediterranean watersheds with a one-way-coupled atmospheric–hydrologic modelling system	22
Venice flooding and sea level: past evolution, present issues, and future projections (introduction to the special issue)	22
The uncertainty of flood frequency analyses in hydrodynamic model simulations	21
A model for interpreting the deformation mechanism of reservoir landslides in the Three Gorges Reservoir area, China	21
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	21
Comparison of estimates of global flood models for flood hazard and exposed gross domestic product: a China case study	21
Simulating historical flood events at the continental scale: observational validation of a large-scale hydrodynamic model	21
Ambient conditions prevailing during hail events in central Europe	21
Evaluating methods for debris-flow prediction based on rainfall in an Alpine catchment	20
Review article: Factors leading to the occurrence of flood fatalities: a systematic review of research papers published between 2010 and 2020	20
The role of geomorphology, rainfall and soil moisture in the occurrence of landslides triggered by 2018 Typhoon Mangkhut in the Philippines	20
A geography of drought indices: mismatch between indicators of drought and its impacts on water and food securities	20
Brief communication: Impact forecasting could substantially improve the emergency management of deadly floods: case study July 2021 floods in Germany	20
The impact of hydrological model structure on the simulation of extreme runoff events	20
A systematic exploration of satellite radar coherence methods for rapid landslide detection	20
Drought propagation and its impact on groundwater hydrology of wetlands: a case study on the Doode Bemde nature reserve (Belgium)	20
Progress and challenges in glacial lake outburst flood research (2017–2021): a research community perspective	19
Hydrometeorological analysis and forecasting of a 3 d flash-flood-triggering desert rainstorm	19
Invited perspectives: Challenges and future directions in improving bridge flood resilience	19
Lava flow hazard map of Piton de la Fournaise volcano	19
Challenges in flood modeling over data-scarce regions: how to exploit globally available soil moisture products to estimate antecedent soil wetness conditions in Morocco	19

Debris flows recorded in the Moscardo catchment (Italian Alps) between 1990 and 2019	19
Assessment of the physical vulnerability of buildings affected by slow-moving landslides	19
Beachgoers' ability to identify rip currents at a beach in situ	19
Open check dams and large wood: head losses and release conditions	19
Variable-resolution building exposure modelling for earthquake and tsunami scenario-based risk assessment: an application case in Lima, Peru	19
Performance of the flood warning system in Germany in July 2021 – insights from affected residents	18
Automated avalanche hazard indication mapping on a statewide scale	18
Network-risk: an open GIS toolbox for estimating the implications of transportation network damage due to natural hazards, tested for Bucharest, Romania	18
Compound flood impact of water level and rainfall during tropical cyclone periods in a coastal city: the case of Shanghai	18
DebrisFlow Predictor: an agent-based runout program for shallow landslides	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
Generating landslide density heatmaps for rapid detection using open-access satellite radar data in Google Earth Engine	18
Non-stationary extreme value analysis of ground snow loads in the French Alps: a comparison with building standards	18
Natural hazard impacts on transport infrastructure in Russia	17
Invited perspectives: Building sustainable and resilient communities – recommended actions for natural hazard scientists	17
A globally applicable framework for compound flood hazard modeling	17
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	17
Modelling landslide hazards under global changes: the case of a Pyrenean valley	17
Different drought types and the spatial variability in their hazard, impact, and propagation characteristics	17
A harmonised instrumental earthquake catalogue for Iceland and the northern Mid-Atlantic Ridge	17
The 1958 Lituya Bay tsunami – pre-event bathymetry reconstruction and 3D numerical modelling utilising the computational fluid dynamics software Flow-3D	17
A spaceborne SAR-based procedure to support the detection of landslides	17
Are OpenStreetMap building data useful for flood vulnerability modelling?	17
Snow avalanche detection and mapping in multitemporal and multiorbital radar images from TerraSAR-X and Sentinel-1	17
Assessing the annual risk of vehicles being hit by a rainfall-induced landslide: a case study on Kennedy Road in Wan Chai, Hong Kong	16
Rapid flood risk screening model for compound flood events in Beira, Mozambique	16
An 18-year climatology of derechos in Germany	16
A multidisciplinary drought catalogue for southwestern Germany dating back to 1801	16
Meteotsunami occurrence in the Gulf of Finland over the past century	16
Radar-based assessment of hail frequency in Europe	16
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
The object-specific flood damage database HOWAS 21	16
Assessing the importance of conditioning factor selection in landslide susceptibility for the province of Belluno (region of Veneto, northeastern Italy)	16
Spatiotemporal changes of heat waves and extreme temperatures in the main cities of China from 1955 to 2014	16
Annual flood damage influenced by El Niño in the Kan River basin, Iran	16
Tailings-flow runout analysis: examining the applicability of a semi-physical area–volume relationship using a novel database	15
Style of faulting of expected earthquakes in Italy as an input for seismic hazard modeling	15
Uncertainties in coastal flood risk assessments in small island developing states	15
Lagrangian modelling of a person lost at sea during the Adriatic scirocco storm of 29 October 2018	15
The mudflow disaster at Villa Santa Lucía in Chilean Patagonia: understandings and insights derived from numerical simulation and postevent field surveys	15
Assessing tropical cyclone compound flood risk using hydrodynamic modelling: a case study in Haikou City, China	15
Rainfall and rockfalls in the Canary Islands: assessing a seasonal link	15
Spatialized flood resilience measurement in rapidly urbanized coastal areas with a complex semi-arid environment in northern Morocco	14
Multiple hazards and risk perceptions over time: the availability heuristic in Italy and Sweden under COVID-19	14
Assessing and zoning of typhoon storm surge risk with a geographic information system (GIS) technique: a case study of the coastal area of Huizhou	14
Monitoring the daily evolution and extent of snow drought	14
A statistical–parametric model of tropical cyclones for hazard assessment	14
The characteristics of the 2022 Tonga volcanic tsunami in the Pacific Ocean	14
Towards an efficient storm surge and inundation forecasting system over the Bengal delta: chasing the Supercyclone Amphan	14
Review article: Detection of actionable tweets in crisis events	14
Assessing heat exposure to extreme temperatures in urban areas using the Local Climate Zone classification	14
Fatalities associated with the severe weather conditions in the Czech Republic, 2000–2019	14
Modeling of <i>E. coli</i> distribution for hazard assessment of bathing waters affected by combined sewer overflows	14
Compound inland flood events: different pathways, different impacts and different coping options	14
Evaluating the efficacy of bivariate extreme modelling approaches for multi-hazard scenarios	14
Predicting power outages caused by extratropical storms	14
Towards a compound-event-oriented climate model evaluation: a decomposition of the underlying biases in multivariate fire and heat stress hazards	14
Skill of large-scale seasonal drought impact forecasts	13
Multiscale analysis of surface roughness for the improvement of natural hazard modelling	13
Analysis of properties of the 19 February 2018 volcanic eruption of Mount Sinabung in S5P/TROPOMI and Himawari-8 satellite data	13
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&	13
Comparing an insurer's perspective on building damages with modelled damages from pan-European winter windstorm event sets: a case study from Zurich, Switzerland	13
Dynamic maps of human exposure to floods based on mobile phone data	13
Brief communication: Seasonal prediction of salinity intrusion in the Mekong Delta	13
Extreme wave analysis based on atmospheric pattern classification: an application along the Italian coast	13
Evaluation of Global Fire Weather Database reanalysis and short-term forecast products	13
Land subsidence due to groundwater pumping: hazard probability assessment through the combination of Bayesian model and fuzzy set theory	13
Wave height return periods from combined measurement–model data: a Baltic Sea case study	13
Evolution of a pyrocumulonimbus event associated with an extreme wildfire in Tasmania, Australia	13
Building hazard maps with differentiated risk perception for flood impact assessment	13
Leveraging time series analysis of radar coherence and normalized difference vegetation index ratios to characterize pre-failure activity of the Mud Creek landslide, California	13
A statistical analysis of rogue waves in the southern North Sea	13
Modelling a tropical-like cyclone in the Mediterranean Sea under present and warmer climate	13
Spatio-temporal evolution of wet–dry event features and their transition across the Upper Jhelum Basin (UJB) in South Asia	13
A volcanic-hazard demonstration exercise to assess and mitigate the impacts of volcanic ash clouds on civil and military aviation	12
A multi-disciplinary analysis of the exceptional flood event of July 2021 in central Europe – Part 2: Historical context and relation to climate change	12
Scrutinizing and rooting the multiple anomalies of Nepal earthquake sequence in 2015 with the deviation–time–space criterion and homologous lithosphere–coversphere–atmosphere–ionosphere coupling physi	12
The potential of machine learning for weather index insurance	12
A multivariate statistical method for susceptibility analysis of debris flow in southwestern China	12

Forecasting flood hazards in real time: a surrogate model for hydrometeorological events in an Andean watershed	12
Multi-method monitoring of rockfall activity along the classic route up Mont Blanc (4809 m a.s.l.) to encourage adaptation by mountaineers	12
Characteristics of two tsunamis generated by successive <i>M</i><sub>w</sub> 7.4 and <i>M</i><sub>w&a	12
Intra-annual variability of the Western Mediterranean Oscillation (WeMO) and occurrence of extreme torrential precipitation in Catalonia (NE Iberia)	12
Evaluation of filtering methods for use on high-frequency measurements of landslide displacements	12
Analysis of meteorological parameters triggering rainfall-induced landslide: a review of 70 years in Valtellina	12
Occurrence of pressure-forced meteotsunami events in the eastern Yellow Sea during 2010–2019	12
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)	12
The extremely hot and dry 2018 summer in central and northern Europe from a multi-faceted weather and climate perspective	12
GIS-based DRASTIC and composite DRASTIC indices for assessing groundwater vulnerability in the Baghin aquifer, Kerman, Iran	12
Global ground strike point characteristics in negative downward lightning flashes – Part 1: Observations	12
Nowcasting thunderstorm hazards using machine learning: the impact of data sources on performance	12
Drought impact in the Bolivian Altiplano agriculture associated with the El Niño–Southern Oscillation using satellite imagery data	12
Evaluating and ranking Southeast Asia's exposure to explosive volcanic hazards	12
Data-driven automated predictions of the avalanche danger level for dry-snow conditions in Switzerland	12
Deciphering seasonal effects of triggering and preparatory precipitation for improved shallow landslide prediction using generalized additive mixed models	11
Contrasting seismic risk for Santiago, Chile, from near-field and distant earthquake sources	11
Residential flood loss estimated from Bayesian multilevel models	11
Modeling volcanic ash aggregation processes and related impacts on the April–May 2010 eruptions of Eyjafjallajökull volcano with WRF-Chem	11
Global ground strike point characteristics in negative downward lightning flashes – Part 2: Algorithm validation	11
A glimpse into the future of exposure and vulnerabilities in cities? Modelling of residential location choice of urban population with random forest	11
Earthquake building damage detection based on synthetic-aperture-radar imagery and machine learning	11
Brief communication: Seismological analysis of flood dynamics and hydrologically triggered earthquake swarms associated with Storm Alex	11
Global flood exposure from different sized rivers	11
Controls on the formation and size of potential landslide dams and dammed lakes in the Austrian Alps	11
Impact of large wildfires on PM<sub>10</sub> levels and human mortality in Portugal	11
Testing the impact of direct and indirect flood warnings on population behaviour using an agent-based model	11
Investigating the interaction of waves and river discharge during compound flooding at Breede Estuary, South Africa	11
Storm tide amplification and habitat changes due to urbanization of a lagoonal estuary	11
Simulation of storm surge inundation under different typhoon intensity scenarios: case study of Pingyang County, China	11
Responses to severe weather warnings and affective decision-making	11
Uncertainty quantification of tsunami inundation in Kuroshio, Kochi Prefecture, Japan, using the Nankai–Tonankai megathrust rupture scenarios	11
Online urban-waterlogging monitoring based on a recurrent neural network for classification of microblogging text	11
Laboratory study of non-linear wave–wave interactions of extreme focused waves in the nearshore zone	11
Extreme-coastal-water-level estimation and projection: a comparison of statistical methods	11
Timely prediction potential of landslide early warning systems with multispectral remote sensing: a conceptual approach tested in the Sattelkar, Austria	11
La Palma landslide tsunami: calibrated wave source and assessment of impact on French territories	11
A regional spatiotemporal analysis of large magnitude snow avalanches using tree rings	11
Simulating synthetic tropical cyclone tracks for statistically reliable wind and pressure estimations	11
Characteristics of building fragility curves for seismic and non-seismic tsunamis: case studies of the 2018 Sunda Strait, 2018 Sulawesi–Palu, and 2004 Indian Ocean tsunamis	11
Detecting precursors of an imminent landslide along the Jinsha River	10
Projected impact of heat on mortality and labour productivity under climate change in Switzerland	10
Coupling wildfire spread simulations and connectivity analysis for hazard assessment: a case study in Serra da Cabreira, Portugal	10
Examining the operational use of avalanche problems with decision trees and model-generated weather and snowpack variables	10
Glacial lake outburst flood hazard under current and future conditions: worst-case scenarios in a transboundary Himalayan basin	10
Multilayer-HySEA model validation for landslide-generated tsunamis – Part 1: Rigid slides	10
Interactions between precipitation, evapotranspiration and soil-moisture-based indices to characterize drought with high-resolution remote sensing and land-surface model data	10
Bias correction of a gauge-based gridded product to improve extreme precipitation analysis in the Yarlung Tsangpo–Brahmaputra River basin	10
Hotspots for warm and dry summers in Romania	10
Arctic tsunamis threaten coastal landscapes and communities – survey of Karrat Isfjord 2017 tsunami effects in Nuugaatsiaq, western Greenland	10
Tsunami damage to ports: cataloguing damage to create fragility functions from the 2011 Tohoku event	10
Sensitivity and identifiability of rheological parameters in debris flow modeling	10
Assessment of probability distributions and analysis of the minimum storage draft rate in the equatorial region	10
Brief communication: Introducing rainfall thresholds for landslide triggering based on artificial neural networks	10
Predicting social and health vulnerability to floods in Bangladesh	10
Earthquake-induced landslides in Haiti: analysis of seismotectonic and possible climatic influences	10
Including informal housing in slope stability analysis – an application to a data-scarce location in the humid tropics	10
Evolution of surface deformation related to salt-extraction-caused sinkholes in Solotvyno (Ukraine) revealed by Sentinel-1 radar interferometry	10
Spatiotemporal evolution and meteorological triggering conditions of hydrological drought in the Hun River basin, NE China	10