Geomatics Natural Hazards & Risk

Article	Citations
A comparison among fuzzy multi-criteria decision making, bivariate, multivariate and machine learning models in landslide susceptibility mapping	90
Influence of DEM resolution on landslide simulation performance based on the Scoops3D model	55
Risk assessment of geohazards along Cheng-Kun railway using fuzzy AHP incorporated into GIS	52
Prediction of gully erosion susceptibility mapping using novel ensemble machine learning algorithms	51
Mobile 3D scan LiDAR: a literature review	50
Comparison of multi-criteria-analytical hierarchy process and machine learning-boosted tree models for regional flood susceptibility mapping: a case study from Slovakia	48
Forest fire monitoring using spatial-statistical and Geo-spatial analysis of factors determining forest fire in Margalla Hills, Islamabad, Pakistan	47
Sea level prediction using ARIMA, SVR and LSTM neural network: assessing the impact of ensemble Ocean-Atmospheric processes on models’ accuracy	46
A comprehensive assessment of remote sensing and traditional based drought monitoring indices at global and regional scale	41
GIS-based multi-criteria analysis for flood prone areas mapping in the trans-boundary Shatt Al-Arab basin, Iraq-Iran	37
Droughts over Pakistan: possible cycles, precursors and associated mechanisms	37
Assessing the spatio-temporal variability of NDVI and VCI as indices of crops productivity in Ethiopia: a remote sensing approach	36
A novel remote sensing monitoring index of salinization based on three-dimensional feature space model and its application in the Yellow River Delta of China	36
Flood susceptibility mapping using meta-heuristic algorithms	36
Spatial–temporal evolution patterns of soil erosion in the Yellow River Basin from 1990 to 2015: impacts of natural factors and land use change	36
Assessment of the performance of GIS-based analytical hierarchical process (AHP) approach for flood modelling in Uttar Dinajpur district of West Bengal, India	35
Triggering mechanism and possible evolution process of the ancient Qingshi landslide in the Three Gorges Reservoir	35
GIS and remote sensing-based assessment of soil erosion risk using RUSLE model in South-Kivu province, eastern, Democratic Republic of Congo	34
Prediction of hourly air temperature based on CNN–LSTM	33
Cyclone vulnerability assessment of the western coast of Bangladesh	33
Detection of areas prone to flood risk using state-of-the-art machine learning models	33
Revisiting 2013 Uttarakhand flash floods through hydrological evaluation of precipitation data sources and morphometric prioritization	31
Landslide susceptibility mapping using MT-InSAR and AHP enabled GIS-based multi-criteria decision analysis	30
Health risk assessment of potentially toxic elements in Maros karst groundwater: a Monte Carlo simulation approach	29
Analyzing urban growth and land cover change scenario in Lagos, Nigeria using multi-temporal remote sensing data and GIS to mitigate flooding	29

Dynamic triggering mechanism of the Pusa mining-induced landslide in Nayong County, Guizhou Province, China	28
Land degradation and metropolitan expansion in a peri-urban environment	28
Forest fire susceptibility assessment using google earth engine in Gangwon-do, Republic of Korea	27
Spatiotemporal shifts in thermal climate in responses to urban cover changes: a-case analysis of major cities in Punjab, Pakistan	27
Geospatial analysis of September, 2019 floods in the lower gangetic plains of Bihar using multi-temporal satellites and river gauge data	27
Multi-scenario landscape ecological risk assessment based on Markov–FLUS composite model	26
Spatial assessment of drought vulnerability using fuzzy-analytical hierarchical process: a case study at the Indian state of Odisha	26
Integrated geophysical technique for groundwater salinity delineation, an approach to agriculture sustainability for Nankana Sahib Area, Pakistan	25
Risk mitigation for rockfall hazards in steeply dipping coal seam: a case study in Xinjiang, northwestern China	25
Evaluation of soil erosion and sediment yield spatio-temporal pattern during 1990–2019	24
Integrating multilayer perceptron neural nets with hybrid ensemble classifiers for deforestation probability assessment in Eastern India	23
Exploring the relationship between the built environment and block vitality based on multi-source big data: an analysis in Shenzhen, China	23
Modelling and predicting landslide displacements and uncertainties by multiple machine-learning algorithms: application to Baishuihe landslide in Three Gorges Reservoir, China	23
Carbon storage simulation and analysis in Beijing-Tianjin-Hebei region based on CA-plus model under dual-carbon background	23
Multi-Regional landslide detection using combined unsupervised and supervised machine learning	22
A LightGBM-based landslide susceptibility model considering the uncertainty of non-landslide samples	22
Dynamic status of land surface temperature and spectral indices in Imphal city, India from 1991 to 2021	21
AE energy evolution during CJB fracture affected by rock heterogeneity and column irregularity under lateral pressure	21
Revealing the socio-economic vulnerability and multi-hazard risks at micro-administrative units in the coastal plains of Tamil Nadu, India	20
Catastrophic ice-debris flow in the Rishiganga River, Chamoli, Uttarakhand (India)	19
Changes of extreme high temperature and heavy precipitation in the Guangdong-Hong Kong-Macao Greater Bay Area	19
Study on multi-field catastrophe evolution laws of water inrush from concealed karst cave in roadway excavation: a case of Jiyuan coal mine	19
Water yield service influence by climate and land use change based on InVEST model in the monsoon hilly watershed in South China	19
Hurricane damage assessment using coupled convolutional neural networks: a case study of hurricane Michael	18
Understanding temporary reduction in atmospheric pollution and its impacts on coastal aquatic system during COVID-19 lockdown: a case study of South Asia	17
Impacts of reduced deposition of atmospheric nitrogen on coastal marine eco-system during substantial shift in human activities in the twenty-first century	17
Investigation and mechanism analysis of disasters under Hokkaido Eastern Iburi earthquake	17
Evaluation of the rockburst proneness of red sandstone with prefabricated boreholes: an experimental study from the energy storage perspective	17
Risk assessment of rainstorm disasters in the Guangdong–Hong Kong–Macao greater Bay area of China during 1990–2018	17
Towards urban flood susceptibility mapping using data-driven models in Berlin, Germany	17
Monitoring of Maskun landslide and determining its quantitative relationship to different climatic conditions using D-InSAR and PSI techniques	17
Progressive destabilization and triggering mechanism analysis using multiple data for Chamoli rockslide of 7 February 2021	17
A holistic view of Shisper Glacier surge and outburst floods: from physical processes to downstream impacts	17
Evaluation of various boosting ensemble algorithms for predicting flood hazard susceptibility areas	16
Spatial distribution of bedrock level peak ground acceleration in the National Capital Region of India using geographic information system	16
Impacts of longwall mining speeds on permeability of weakly cemented strata and subsurface watertable: a case study	16
Critical point on housing construction, resilience and family subjective welfare after disaster: Notes from the Lombok, Indonesia, earthquake sequence of July-August 2018	16
Robustness analysis of machine learning classifiers in predicting spatial gully erosion susceptibility with altered training samples	16
Analysis of probability matrix model for seismic damage vulnerability of highway bridges	16
COVID-19 lockdown effect on land surface temperature and normalized difference vegetation index	16
Earth observation data sets in monitoring of urbanization and urban heat island of Delhi, India	16
Construction solid waste landfills: risk assessment and monitoring by fibre optic sensing technique	16
Predicting susceptibility to landslides under climate change impacts in metropolitan areas of South Korea using machine learning	15
Prediction of fly-rock during boulder blasting on infrastructure slopes using CART technique	15
Spatial prediction of shallow landslide: application of novel rotational forest-based reduced error pruning tree	15
Fracture mechanism of roof key strata in Dongjiahe coal mine using microseismic moment tensor	15
Assessment of vertical accuracy of open source 30m resolution space-borne digital elevation models	15
Mapping landslide susceptibility at national scale by spatial multi-criteria evaluation	14
Assessing bank erosion hazards along large rivers in the Anthropocene: a geospatial framework from the St. Lawrence fluvial system	14
A unified moment magnitude earthquake catalog for Northeast India	14

Assessment of spatio-temporal trends of satellite-based aerosol optical depth using Mann–Kendall test and Sen’s slope estimator model	14
Combination of lining strengthening and buffer layers for soft and hard rock tunnels junction subjected to seismic waves	14
An identification method of potential landslide zones using InSAR data and landslide susceptibility	14
Land surface temperature and human thermal comfort responses to land use dynamics in Chittagong city of Bangladesh	14
Multi-source information fusion technology for risk assessment of water inrush from coal floor karst aquifer	14
Anisotropy and microcrack-induced failure precursor of shales under dynamic splitting	13
Landslide susceptibility mapping by attentional factorization machines considering feature interactions	13
Seismic hazard analysis of Silchar city located in North East India	13
Effect of spatial resolution and data splitting on landslide susceptibility mapping using different machine learning algorithms	13
Risk assessment for typhoon-induced storm surges in Wenchang, Hainan Island of China	13
Paddy crop insurance using satellite-based composite index of crop performance	13
Spatio-temporal modelling of the influence of climatic variables and seasonal variation on PM10 in Malaysia using multivariate regression (MVR) and GIS	13
GIS spatial modelling for seismic risk assessment based on exposure, resilience, and capacity indicators to seismic hazard: a case study of Pahang, Malaysia	13
Modelling agricultural drought: a review of latest advances in big data technologies	13
Integrated use of Sentinel-1 and Sentinel-2 data and open-source machine learning algorithms for burnt and unburnt scars	13
Comparative analysis of GIS and RS based models for delineation of groundwater potential zone mapping	13
Enhancing flood risk assessment through integration of ensemble learning approaches and physical-based hydrological modeling	13
Regional drought risk assessment in the Central Highlands and the South of Vietnam	13
Empirical relationships of the landslides in the Chinese Loess Plateau and affect factors analysis	12
A hybrid recognition model of microseismic signals for underground mining based on CNN and LSTM networks	12
Can we rely on VIIRS nightlights to estimate the short-term impacts of natural hazards? Evidence from five South East Asian countries	12
Development of a GIS based hazard, exposure, and vulnerability analyzing method for monitoring drought risk at Karachi, Pakistan	12
District-level disaster risk and vulnerability in the Northern mountains of Pakistan	12
Physically-based, distributed hydrologic model for Makkah watershed using GPM satellite rainfall and ground rainfall stations	12
Temporal detection of sharp landslide deformation with ensemble-based LSTM-RNNs and Hurst exponent	12
Forecasting landslides using SIGMA model: a case study from Idukki, India	12
Local level multi-hazard zonation of Nepal	12
Lightning threats in Nepal: occurrence and human impacts	12
A novel-optimal monitoring index of rocky desertification based on feature space model and red edge indices that derived from sentinel-2 MSI image	12
Analysis of the impacts of land use land cover change on streamflow and surface water availability in Awash Basin, Ethiopia	11
Predicting PM2.5 levels over the north of Iraq using regression analysis and geographical information system (GIS) techniques	11
Climatic risks of Beijing–Tianjin–Hebei urban agglomeration and their changes	11
Hill slope stability examination along Lower Tons valley, Garhwal Himalayas, India	11
Glacial burst triggered by triangular wedge collapse: a study from Trisul Mountain near Ronti glacier valley	11
Performance comparison of landslide susceptibility mapping under multiple machine-learning based models considering InSAR deformation: a case study of the upper Jinsha River	11
Assessing gully erosion susceptibility using topographic derived attributes, multi-criteria decision-making, and machine learning classifiers	11
Infrared precursor of pre-cracked coal failure based on critical slowing down	11
Hazard mapping of ground subsidence in east area of Sapporo using frequency ratio model and GIS	11
Exploring novel hybrid soft computing models for landslide susceptibility mapping in Son La hydropower reservoir basin	10
Potential landslides identification based on temporal and spatial filtering of SBAS-InSAR results	10
Spatiotemporal climate variability and meteorological drought characterization in Ethiopia	10
Site specific seismic hazard analysis of monumental site Dharahara, Kathmandu, Nepal	10
Experimental study on revealing the mechanism of rockburst prevention by drilling pressure relief: status-of-the-art and prospects	10
Spatial mapping of landslide susceptibility in Jerash governorate of Jordan using genetic algorithm-based wrapper feature selection and bagging-based ensemble model	10
Spatio-temporal assessment of social resilience to tropical cyclones in coastal Bangladesh	10
Health risks from multiroute exposure of potentially toxic elements in a coastal community: a probabilistic risk approach in Pangkep Regency, Indonesia	10
Sediment yield estimation in GIS environment using RUSLE and SDR model in Southern Ethiopia	10
Risk assessment of debris flow along the northern line of the Sichuan-Tibet highway	9
Failure mechanics and infrared radiation characteristics of soft coal at various moisture contents	9
Microseismic moment tensor based analysis of rock mass failure mechanism surrounding an underground powerhouse	9
Assessment and prediction of land-use/land-cover change around Blue Nile and White Nile due to flood hazards in Khartoum, Sudan, based on geospatial analysis	9
Efficacy of early warning systems in assessing country-level risk exposure to COVID-19	9
Damage mechanism and stability analysis of rock mass in the high geo-stress tunnel subjected to excavation	9
Seismic vulnerability and risk assessment at the urban scale using support vector machine and GIScience technology: a case study of the Lixia District in Jinan City, China	9
Force and deformation response analysis of dual structure slope excavation and support	9
Landslide susceptibility analysis of photovoltaic power stations in Gangwon-do, Republic of Korea	9
Multimodal multiscale characterization of cascading hazard on mountain terrain	9
Wildfire risk management across diverse bioregions in a changing climate	9
Investigating the destressing mechanism of roof deep-hole blasting for mitigating rock bursts in underground coal mines	8
Detection and forecasting of shallow landslides: lessons from a natural laboratory	8
Stope structure evaluation based on the damage model driven by microseismic data and Mathews stability diagram method in Xiadian Gold Mine	8
Three-dimensional simulations of rockfalls in Ischia, Southern Italy, and preliminary susceptibility zonation	8
Floor heave mechanism in water-rich soft rock roadways and a DS-IBA control approach	8
Spatiotemporal analysis of meteorological drought variability in a homogeneous region using standardized drought indices	8
Incorporating multi-criteria suitability evaluation into multi-objective location–allocation optimization comparison for earthquake emergency shelters	8
Machine learning remote sensing using the random forest classifier to detect the building damage caused by the Anak Krakatau Volcano tsunami	8
Multi-hazard risk mapping for coupling of natural and technological hazards	8
Risk assessment of water inrushes from bed separations in Cretaceous strata corresponding to different excavation lengths during mining in the Ordos Basin	8
Wildfire probability models calibrated using past human and lightning ignition patterns can inform mitigation of post-fire hydrologic hazards	8
Sea temperature variation associated with the 2021 Haiti Mw 7.2 earthquake and possible mechanism	8
A prediction model for surface deformation caused by underground mining based on spatio-temporal associations	8
Numerical study of stability of coal pillars under the influence of line of extraction	8
Fine-scale multi-temporal and spatial analysis of agricultural drought in agro-ecological regions of Zimbabwe	8
Boundary distribution of top-coal limit-equilibrium zone in fully mechanized caving in steeply dipping coal seams	8
An assessment of forest loss and its drivers in protected areas on the Copperbelt province of Zambia: 1972–2016	7
Risk assessment and implementation of deformation disaster for operation tunnel based on entropy weight-grey relational analysis	7
Characteristics of rockburst and early warning of microseismic monitoring at qinling water tunnel	7
An automatic P-wave onset time picking method for mining-induced microseismic data based on long short-term memory deep neural network	7
Study on fault slip dynamic response and rock burst potential under the influence of different horizontal stresses	7
Sub-catchment-based urban flood risk assessment with a multi-index fuzzy evaluation approach: a case study of Jinjiang district, China	7

Predicting burnt areas during the summer season in Portugal by combining wildfire susceptibility and spring meteorological conditions	7
Combination four different ensemble algorithms with the generalized linear model (GLM) for predicting forest fire susceptibility	7
Analyzing green space as a flooding mitigation – storm Chaba case in South Korea	7
A new tree-ring-based index for the expression of spatial landslide activity and the assessment of landslide hazards	7
Advanced data mining techniques for landslide susceptibility mapping	7
The use of geocell as soil stabilization and soil erosion countermeasures	7
Impact of pandemic proximity and media use on risk perception during COVID-19 in China	7
Evaluation of climate induced hazards risk for coastal Bangladesh: a participatory approach-based assessment	7
Spatial interpolation of water quality index based on Ordinary kriging and Universal kriging	7
Microseismic monitoring, analysis and early warning of rockburst	7
An integrated approach based landslide susceptibility mapping: case of Muzaffarabad region, Pakistan	7
Integration of satellite-based A-DInSAR and geological modeling supporting the prevention from anthropogenic sinkholes: a case study in the urban area of Rome	7
In-situ stress field inversion and its impact on mining-induced seismicity	7
Flood susceptibility modeling of the Karnali river basin of Nepal using different machine learning approaches	7
Subway travel risk evaluation during flood events based on smart card data	7
Water quality assessment of alpine glacial blue water lakes and glacial-fed rivers	7
Optimizing Sector Ring Histogram of Oriented Gradients for human injured detection from drone images	7
Multi-scale approach to analyse the evolution of soft rock coastal cliffs and role of controlling factors: a case study in South-Eastern Italy	7
Morphological change detection along the shoreline of Karachi, Pakistan using 50 year time series satellite remote sensing data and GIS techniques	7
Multi-hazard mapping of droughts and forest fires using a multi-layer hazards approach with machine learning algorithms	7
Numerical experimental study on influence factors of anchoring force of constant resistance bolt	6
Accurate landslide identification by multisource data fusion analysis with improved feature extraction backbone network	6
GIS-based soil planar slide susceptibility mapping using logistic regression and neural networks: a typical red mudstone area in southwest China	6
The failure characteristics around shallow buried tunnels under rainfall conditions	6
Influence of the extra-thick coal seam exploitation on the deformation characteristics of the overlying rock mass in an open-pit mine slope	6
Radiological analysis of the suitability of Erongo granite for building material	6
Quantitative multi-hazard risk assessment to buildings in the Jiuzhaigou valley, a world natural heritage site in Western China	6
A comparative evaluation of machine learning algorithms and an improved optimal model for landslide susceptibility: a case study	6
Multivariate statistical algorithms for landslide susceptibility assessment in Kailash Sacred landscape, Western Himalaya	6
Spatio-temporal variations in the ecological vulnerability of the Upper Mzingwane sub-catchment of Zimbabwe	6
A refinement analysis of the shallow landslides susceptibility at regional scale supported by GIS-aided geo-database	6
A two-stage hierarchical model for spatial location and evacuation allocation problem of urban earthquake shelters: a case study in Central urban area of Yangbi county, Yunnan province, China	6
Stress distribution and rockburst characteristics of roadway group under the influence of fault and fold structures: a case study	6
Development of fragility curves for road embankments exposed to perpendicular debris flows	6
Comparison between sentiments of people from affected and non-affected regions after the flood	6
Rock burst mechanism induced by stress anomaly in roof thickness variation zone: a case study	6
Evaluation of industrial ecological security in industrial transformation demonstration area based on spatiotemporal differentiation	5
Propagation characteristics of the overpressure waves and flame fronts of methane explosions in complex pipeline networks	5
Identification and characterization the sources of aerosols over Jharkhand state and surrounding areas, India using AHP model	5
The characteristics of the b-value anomalies preceding the 2004 Mw9.0 Sumatra earthquake	5
Geospatial modeling of the tropical cyclone risk in the Guangdong Province, China	5
Deep neural network for oil spill detection using Sentinel-1 data: application to Egyptian coastal regions	5
Understanding spatiotemporal evolution of the surface urban heat island in the Bangkok metropolitan region from 2000 to 2020 using enhanced land surface temperature	5
Temporal and spatial changes in the b-value prior to the 2021 Luxian MS 6.0 earthquake in Sichuan, China	5
Urban flooding risk assessment based on FAHP–EWM combination weighting: a case study of Beijing	5
Reconstruction of liquefaction damage scenario in Northern Bihar during 1934 and 1988 earthquake using geospatial methods	5
Land use/cover spatiotemporal dynamics, and implications on environmental and bioclimatic factors in Chingola district, Zambia	5
Land use and land cover play weak roles in typhoon economic losses at the county level	5
Landslide rainfall threshold for landslide warning in Northern Thailand	5
Multi-factors influence of anchorage force on surrounding rock under coupling effect of creep rock mass and bolt/cable	5
Mining typhoon victim information based on multi-source data fusion using social media data in China: a case study of the 2019 Super Typhoon Lekima	5
Risk assessment of people trapped in earthquake disasters based on a single building: a case study in Xichang city, Sichuan Province, China	5
A rapid assessment method for earthquake-induced landslide casualties based on GIS and logistic regression model∗	5
Unlocking the hidden potential: groundwater zone mapping using AHP, remote sensing and GIS techniques	5
Small baselines techniques of time series InSAR to monitor and predict land subsidence causing flood vulnerability in Sidoarjo, Indonesia	5
Insights into spatial differential characteristics of landslide susceptibility from sub-region to whole-region cased by northeast Chongqing, China	5
Comparison of coastal vulnerability assessment for Subang Regency in North Coast West Java-Indonesia	5
Intraseasonal evolution and climatic characteristics of hourly precipitation during the rainy season in the Poyang Lake Basin, China	5
Attenuation characteristics analysis of seismic energy and its application to risk assessment in underground coal mines	5
Social networks and local communication network patterns following the destructive 2018 Lombok, Indonesia, earthquake sequence	5
Investigation on the spatial distribution of landslides in Sichuan Province, southwest China	5
Coordinating urban construction and coal resource mining based on equilibrium value between coal reserve and land resource in coal cities	5
Drought risk analysis based on multivariate copula function in Henan Province, China	5
Optimum parametrization of the soil conservation service (SCS) method for simulating the hydrological response in arid basins	5
Multi-objective optimization approach of shelter location with maximum equity: an empirical study in Xin Jiekou district of Nanjing, China	5
Analysis of secondary-factor combinations of landslides using improved association rule algorithms: a case study of Kitakyushu in Japan	5
Proportional odds model for identifying spatial inter-seasonal propagation of meteorological drought	5
Magnitude amplification of flash floods caused by large woody in Keze gully in Jiuzhaigou National Park, China	5
Multi-temporal InSAR and Sentinel-1 for assessing land surface movement of Joshimath town, India	5
Do metal objects such as mobile phones increase lightning risk?	5
Rapid mapping of seismic intensity assessment using ground motion data calculated from early aftershocks selected by GIS spatial analysis	4
A geotechnical index for landslide dam stability assessment	4
Influence of dynamic disturbance on rock creep from time, space and energy aspects	4
Rapid determination of fuzzy number in FAHP and assessment risk in coal mine roof fall	4
Analysis of embankment failure mechanism in reservoirs due to rainfall infiltration during heavy rainfall	4
Statistical analysis of the characteristics of typhoons approaching Japan from 2006 to 2019	4
Comparative analysis of estimation of slope-length gradient (LS) factor for entire Afghanistan	4
Stability analysis of the reservoir bank landslide with weak interlayer considering the influence of multiple factors	4
Dynamic mechanism of blown sand hazard formation at the Jieqiong section of the Lhasa–Shigatse railway	4
Prediction analysis of landslide displacement trajectory based on the gradient descent method with multisource remote sensing observations	4
Integration of ground-based and space-borne radar observations for three-dimensional deformations reconstruction: application to Luanchuan mining area, China	4
Seismic model test research on the combination of rigidity with flexibility of tunnel portal in high intensity seismic areas	4
Research and application of an improved internal thrust force measurement system for rock and soil mass based on OFDR	4
Regional seismic landslide susceptibility assessment considering the rock mass strength heterogeneity	4
Optimal decision making in post-hazard bridge recovery strategies for transportation networks after seismic events	4
Comparing four regression techniques to explore factors governing the number of forest fires in Southeast, China	4
A spatial evaluation method for earthquake disaster using optimized BP neural network model	4
Satellite based bio-thermal impact insights into MSW open dumps: a pair-unified proximity scenario	4
Stability analysis of artificial dam in coal mine underground water reservoir based on the hydro-mechanical damage model	4
Calculation of micropiles and anchors to reinforce a slope in emergency situations: application in Málaga, Spain	4
Understanding spatiotemporal patterns of typhoon storm surge disasters based on their tropical cyclone track clusters in China	4
Assessing the earthquake systemic vulnerability of the urban centres in the South-East region of Romania. The tale of Galați and Brăila Cities, Romania	4
Gene expression programming and ensemble methods for bushfire susceptibility mapping: a case study of Victoria, Australia	4
Geodetic observation of strain accumulation in the Banda Arc region	4
Discrete element analysis of deformation features of slope controlled by karst fissures under the mining effect: a case study of Pusa landslide, China	4