Geomatics Natural Hazards & Risk

Article	Citations
A comparison among fuzzy multi-criteria decision making, bivariate, multivariate and machine learning models in landslide susceptibility mapping	96
Influence of DEM resolution on landslide simulation performance based on the Scoops3D model	64
Mobile 3D scan LiDAR: a literature review	62
Prediction of gully erosion susceptibility mapping using novel ensemble machine learning algorithms	58
A comprehensive assessment of remote sensing and traditional based drought monitoring indices at global and regional scale	56
Sea level prediction using ARIMA, SVR and LSTM neural network: assessing the impact of ensemble Ocean-Atmospheric processes on models’ accuracy	54
Risk assessment of geohazards along Cheng-Kun railway using fuzzy AHP incorporated into GIS	54
GIS-based multi-criteria analysis for flood prone areas mapping in the trans-boundary Shatt Al-Arab basin, Iraq-Iran	53
Comparison of multi-criteria-analytical hierarchy process and machine learning-boosted tree models for regional flood susceptibility mapping: a case study from Slovakia	53
Forest fire monitoring using spatial-statistical and Geo-spatial analysis of factors determining forest fire in Margalla Hills, Islamabad, Pakistan	52
Flood susceptibility mapping using meta-heuristic algorithms	45
Droughts over Pakistan: possible cycles, precursors and associated mechanisms	45
Assessment of the performance of GIS-based analytical hierarchical process (AHP) approach for flood modelling in Uttar Dinajpur district of West Bengal, India	44
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	43
GIS and remote sensing-based assessment of soil erosion risk using RUSLE model in South-Kivu province, eastern, Democratic Republic of Congo	42
Spatial–temporal evolution patterns of soil erosion in the Yellow River Basin from 1990 to 2015: impacts of natural factors and land use change	41
Cyclone vulnerability assessment of the western coast of Bangladesh	40
Prediction of hourly air temperature based on CNN–LSTM	40
Assessing the spatio-temporal variability of NDVI and VCI as indices of crops productivity in Ethiopia: a remote sensing approach	40
Landslide susceptibility mapping using MT-InSAR and AHP enabled GIS-based multi-criteria decision analysis	38
Triggering mechanism and possible evolution process of the ancient Qingshi landslide in the Three Gorges Reservoir	38
Detection of areas prone to flood risk using state-of-the-art machine learning models	37
Health risk assessment of potentially toxic elements in Maros karst groundwater: a Monte Carlo simulation approach	35
Revisiting 2013 Uttarakhand flash floods through hydrological evaluation of precipitation data sources and morphometric prioritization	35
Land degradation and metropolitan expansion in a peri-urban environment	34

Forest fire susceptibility assessment using google earth engine in Gangwon-do, Republic of Korea	32
Analyzing urban growth and land cover change scenario in Lagos, Nigeria using multi-temporal remote sensing data and GIS to mitigate flooding	32
Spatial assessment of drought vulnerability using fuzzy-analytical hierarchical process: a case study at the Indian state of Odisha	31
Spatiotemporal shifts in thermal climate in responses to urban cover changes: a-case analysis of major cities in Punjab, Pakistan	30
Multi-scenario landscape ecological risk assessment based on Markov–FLUS composite model	29
Evaluation of soil erosion and sediment yield spatio-temporal pattern during 1990–2019	28
A LightGBM-based landslide susceptibility model considering the uncertainty of non-landslide samples	28
Dynamic status of land surface temperature and spectral indices in Imphal city, India from 1991 to 2021	28
Multi-Regional landslide detection using combined unsupervised and supervised machine learning	28
Dynamic triggering mechanism of the Pusa mining-induced landslide in Nayong County, Guizhou Province, China	28
Enhancing flood risk assessment through integration of ensemble learning approaches and physical-based hydrological modeling	27
Carbon storage simulation and analysis in Beijing-Tianjin-Hebei region based on CA-plus model under dual-carbon background	27
Geospatial analysis of September, 2019 floods in the lower gangetic plains of Bihar using multi-temporal satellites and river gauge data	27
Towards urban flood susceptibility mapping using data-driven models in Berlin, Germany	26
Integrated geophysical technique for groundwater salinity delineation, an approach to agriculture sustainability for Nankana Sahib Area, Pakistan	26
Exploring the relationship between the built environment and block vitality based on multi-source big data: an analysis in Shenzhen, China	26
Risk mitigation for rockfall hazards in steeply dipping coal seam: a case study in Xinjiang, northwestern China	25
Risk assessment of rainstorm disasters in the Guangdong–Hong Kong–Macao greater Bay area of China during 1990–2018	25
Modelling and predicting landslide displacements and uncertainties by multiple machine-learning algorithms: application to Baishuihe landslide in Three Gorges Reservoir, China	24
Integrating multilayer perceptron neural nets with hybrid ensemble classifiers for deforestation probability assessment in Eastern India	23
An identification method of potential landslide zones using InSAR data and landslide susceptibility	23
Comparative analysis of GIS and RS based models for delineation of groundwater potential zone mapping	23
AE energy evolution during CJB fracture affected by rock heterogeneity and column irregularity under lateral pressure	22
Revealing the socio-economic vulnerability and multi-hazard risks at micro-administrative units in the coastal plains of Tamil Nadu, India	21
Hurricane damage assessment using coupled convolutional neural networks: a case study of hurricane Michael	21
Changes of extreme high temperature and heavy precipitation in the Guangdong-Hong Kong-Macao Greater Bay Area	21
Catastrophic ice-debris flow in the Rishiganga River, Chamoli, Uttarakhand (India)	21
Water yield service influence by climate and land use change based on InVEST model in the monsoon hilly watershed in South China	21
Evaluation of the rockburst proneness of red sandstone with prefabricated boreholes: an experimental study from the energy storage perspective	20
Anisotropy and microcrack-induced failure precursor of shales under dynamic splitting	20
Understanding temporary reduction in atmospheric pollution and its impacts on coastal aquatic system during COVID-19 lockdown: a case study of South Asia	20
COVID-19 lockdown effect on land surface temperature and normalized difference vegetation index	20
Assessment of spatio-temporal trends of satellite-based aerosol optical depth using Mann–Kendall test and Sen’s slope estimator model	19
A holistic view of Shisper Glacier surge and outburst floods: from physical processes to downstream impacts	19
Integrated use of Sentinel-1 and Sentinel-2 data and open-source machine learning algorithms for burnt and unburnt scars	19
Land surface temperature and human thermal comfort responses to land use dynamics in Chittagong city of Bangladesh	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
Investigation and mechanism analysis of disasters under Hokkaido Eastern Iburi earthquake	19
Evaluation of various boosting ensemble algorithms for predicting flood hazard susceptibility areas	19
Predicting susceptibility to landslides under climate change impacts in metropolitan areas of South Korea using machine learning	18
Critical point on housing construction, resilience and family subjective welfare after disaster: Notes from the Lombok, Indonesia, earthquake sequence of July-August 2018	18
Monitoring of Maskun landslide and determining its quantitative relationship to different climatic conditions using D-InSAR and PSI techniques	18
Robustness analysis of machine learning classifiers in predicting spatial gully erosion susceptibility with altered training samples	18
Risk assessment for typhoon-induced storm surges in Wenchang, Hainan Island of China	17
Analysis of the impacts of land use land cover change on streamflow and surface water availability in Awash Basin, Ethiopia	17
Progressive destabilization and triggering mechanism analysis using multiple data for Chamoli rockslide of 7 February 2021	17
Spatial distribution of bedrock level peak ground acceleration in the National Capital Region of India using geographic information system	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
Assessing bank erosion hazards along large rivers in the Anthropocene: a geospatial framework from the St. Lawrence fluvial system	17
Effect of spatial resolution and data splitting on landslide susceptibility mapping using different machine learning algorithms	17

Analysis of probability matrix model for seismic damage vulnerability of highway bridges	17
Potential landslides identification based on temporal and spatial filtering of SBAS-InSAR results	17
Modelling agricultural drought: a review of latest advances in big data technologies	16
Impacts of longwall mining speeds on permeability of weakly cemented strata and subsurface watertable: a case study	16
Combination of lining strengthening and buffer layers for soft and hard rock tunnels junction subjected to seismic waves	16
GIS spatial modelling for seismic risk assessment based on exposure, resilience, and capacity indicators to seismic hazard: a case study of Pahang, Malaysia	16
A unified moment magnitude earthquake catalog for Northeast India	16
Assessment of vertical accuracy of open source 30m resolution space-borne digital elevation models	16
Prediction of fly-rock during boulder blasting on infrastructure slopes using CART technique	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
Multi-source information fusion technology for risk assessment of water inrush from coal floor karst aquifer	16
Fracture mechanism of roof key strata in Dongjiahe coal mine using microseismic moment tensor	15
Mapping landslide susceptibility at national scale by spatial multi-criteria evaluation	15
Temporal detection of sharp landslide deformation with ensemble-based LSTM-RNNs and Hurst exponent	15
Spatial prediction of shallow landslide: application of novel rotational forest-based reduced error pruning tree	15
Regional drought risk assessment in the Central Highlands and the South of Vietnam	15
Spatio-temporal modelling of the influence of climatic variables and seasonal variation on PM10 in Malaysia using multivariate regression (MVR) and GIS	15
Sediment yield estimation in GIS environment using RUSLE and SDR model in Southern Ethiopia	14
Predicting PM2.5 levels over the north of Iraq using regression analysis and geographical information system (GIS) techniques	14
Hazard mapping of ground subsidence in east area of Sapporo using frequency ratio model and GIS	14
Lightning threats in Nepal: occurrence and human impacts	14
Empirical relationships of the landslides in the Chinese Loess Plateau and affect factors analysis	14
Landslide susceptibility mapping by attentional factorization machines considering feature interactions	14
A hybrid recognition model of microseismic signals for underground mining based on CNN and LSTM networks	14
Fine-scale multi-temporal and spatial analysis of agricultural drought in agro-ecological regions of Zimbabwe	14
Experimental study on revealing the mechanism of rockburst prevention by drilling pressure relief: status-of-the-art and prospects	14
Assessing gully erosion susceptibility using topographic derived attributes, multi-criteria decision-making, and machine learning classifiers	14
Paddy crop insurance using satellite-based composite index of crop performance	14
Performance comparison of landslide susceptibility mapping under multiple machine-learning based models considering InSAR deformation: a case study of the upper Jinsha River	14
Seismic hazard analysis of Silchar city located in North East India	14
Forecasting landslides using SIGMA model: a case study from Idukki, India	13
Local level multi-hazard zonation of Nepal	13
A novel-optimal monitoring index of rocky desertification based on feature space model and red edge indices that derived from sentinel-2 MSI image	13
Hill slope stability examination along Lower Tons valley, Garhwal Himalayas, India	13
Can we rely on VIIRS nightlights to estimate the short-term impacts of natural hazards? Evidence from five South East Asian countries	13
Spatiotemporal climate variability and meteorological drought characterization in Ethiopia	13
Physically-based, distributed hydrologic model for Makkah watershed using GPM satellite rainfall and ground rainfall stations	13
Spatial mapping of landslide susceptibility in Jerash governorate of Jordan using genetic algorithm-based wrapper feature selection and bagging-based ensemble model	12
Machine learning remote sensing using the random forest classifier to detect the building damage caused by the Anak Krakatau Volcano tsunami	12
Development of a GIS based hazard, exposure, and vulnerability analyzing method for monitoring drought risk at Karachi, Pakistan	12
Glacial burst triggered by triangular wedge collapse: a study from Trisul Mountain near Ronti glacier valley	12
Site specific seismic hazard analysis of monumental site Dharahara, Kathmandu, Nepal	12
Climatic risks of Beijing–Tianjin–Hebei urban agglomeration and their changes	12
Influence of the extra-thick coal seam exploitation on the deformation characteristics of the overlying rock mass in an open-pit mine slope	12
Spatio-temporal assessment of social resilience to tropical cyclones in coastal Bangladesh	12
Efficacy of early warning systems in assessing country-level risk exposure to COVID-19	12
Multi-hazard mapping of droughts and forest fires using a multi-layer hazards approach with machine learning algorithms	12
District-level disaster risk and vulnerability in the Northern mountains of Pakistan	12
Infrared precursor of pre-cracked coal failure based on critical slowing down	11
Microseismic moment tensor based analysis of rock mass failure mechanism surrounding an underground powerhouse	11
Magnitude amplification of flash floods caused by large woody in Keze gully in Jiuzhaigou National Park, China	11
Health risks from multiroute exposure of potentially toxic elements in a coastal community: a probabilistic risk approach in Pangkep Regency, Indonesia	11
An assessment of forest loss and its drivers in protected areas on the Copperbelt province of Zambia: 1972–2016	10
Impact of pandemic proximity and media use on risk perception during COVID-19 in China	10
Landslide susceptibility analysis of photovoltaic power stations in Gangwon-do, Republic of Korea	10
Multi-scale approach to analyse the evolution of soft rock coastal cliffs and role of controlling factors: a case study in South-Eastern Italy	10
Exploring novel hybrid soft computing models for landslide susceptibility mapping in Son La hydropower reservoir basin	10
Spatiotemporal analysis of meteorological drought variability in a homogeneous region using standardized drought indices	10
Investigating the destressing mechanism of roof deep-hole blasting for mitigating rock bursts in underground coal mines	10
Force and deformation response analysis of dual structure slope excavation and support	10
Water quality assessment of alpine glacial blue water lakes and glacial-fed rivers	10
Multimodal multiscale characterization of cascading hazard on mountain terrain	10
Numerical study of stability of coal pillars under the influence of line of extraction	10
Wildfire probability models calibrated using past human and lightning ignition patterns can inform mitigation of post-fire hydrologic hazards	10
Subway travel risk evaluation during flood events based on smart card data	10
Evaluation of climate induced hazards risk for coastal Bangladesh: a participatory approach-based assessment	10
Spatial interpolation of water quality index based on Ordinary kriging and Universal kriging	10
Multivariate statistical algorithms for landslide susceptibility assessment in Kailash Sacred landscape, Western Himalaya	10
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	10
Damage mechanism and stability analysis of rock mass in the high geo-stress tunnel subjected to excavation	9
Combination four different ensemble algorithms with the generalized linear model (GLM) for predicting forest fire susceptibility	9
Flood susceptibility modeling of the Karnali river basin of Nepal using different machine learning approaches	9
Sea temperature variation associated with the 2021 Haiti Mw 7.2 earthquake and possible mechanism	9
A prediction model for surface deformation caused by underground mining based on spatio-temporal associations	9
Failure mechanics and infrared radiation characteristics of soft coal at various moisture contents	9
Temporal and spatial changes in the b-value prior to the 2021 Luxian MS 6.0 earthquake in Sichuan, China	9
Three-dimensional simulations of rockfalls in Ischia, Southern Italy, and preliminary susceptibility zonation	9
Boundary distribution of top-coal limit-equilibrium zone in fully mechanized caving in steeply dipping coal seams	9
An automatic P-wave onset time picking method for mining-induced microseismic data based on long short-term memory deep neural network	9

Incorporating multi-criteria suitability evaluation into multi-objective location–allocation optimization comparison for earthquake emergency shelters	9
Predicting burnt areas during the summer season in Portugal by combining wildfire susceptibility and spring meteorological conditions	9
Multi-hazard risk mapping for coupling of natural and technological hazards	9
Risk assessment of water inrushes from bed separations in Cretaceous strata corresponding to different excavation lengths during mining in the Ordos Basin	9
Floor heave mechanism in water-rich soft rock roadways and a DS-IBA control approach	9
Wildfire risk management across diverse bioregions in a changing climate	9
Characteristics of rockburst and early warning of microseismic monitoring at qinling water tunnel	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
Risk assessment of debris flow along the northern line of the Sichuan-Tibet highway	9
Comparison between sentiments of people from affected and non-affected regions after the flood	9
Insights into spatial differential characteristics of landslide susceptibility from sub-region to whole-region cased by northeast Chongqing, China	9
A new tree-ring-based index for the expression of spatial landslide activity and the assessment of landslide hazards	8
A geotechnical index for landslide dam stability assessment	8
Stope structure evaluation based on the damage model driven by microseismic data and Mathews stability diagram method in Xiadian Gold Mine	8
Optimal decision making in post-hazard bridge recovery strategies for transportation networks after seismic events	8
Integration of satellite-based A-DInSAR and geological modeling supporting the prevention from anthropogenic sinkholes: a case study in the urban area of Rome	8
The use of geocell as soil stabilization and soil erosion countermeasures	8
Detection and forecasting of shallow landslides: lessons from a natural laboratory	8
Study on fault slip dynamic response and rock burst potential under the influence of different horizontal stresses	8
Accurate landslide identification by multisource data fusion analysis with improved feature extraction backbone network	8
Sub-catchment-based urban flood risk assessment with a multi-index fuzzy evaluation approach: a case study of Jinjiang district, China	8
Development of fragility curves for road embankments exposed to perpendicular debris flows	8
Land use/cover spatiotemporal dynamics, and implications on environmental and bioclimatic factors in Chingola district, Zambia	8
Risk assessment and implementation of deformation disaster for operation tunnel based on entropy weight-grey relational analysis	8
A refinement analysis of the shallow landslides susceptibility at regional scale supported by GIS-aided geo-database	8
Unlocking the hidden potential: groundwater zone mapping using AHP, remote sensing and GIS techniques	8
Microseismic monitoring, analysis and early warning of rockburst	8
An integrated approach based landslide susceptibility mapping: case of Muzaffarabad region, Pakistan	8
Landslide rainfall threshold for landslide warning in Northern Thailand	8
Investigation on the spatial distribution of landslides in Sichuan Province, southwest China	7
Stress distribution and rockburst characteristics of roadway group under the influence of fault and fold structures: a case study	7
Comparison of coastal vulnerability assessment for Subang Regency in North Coast West Java-Indonesia	7
Multi-temporal InSAR and Sentinel-1 for assessing land surface movement of Joshimath town, India	7
Advanced data mining techniques for landslide susceptibility mapping	7
Optimizing Sector Ring Histogram of Oriented Gradients for human injured detection from drone images	7
Small baselines techniques of time series InSAR to monitor and predict land subsidence causing flood vulnerability in Sidoarjo, Indonesia	7
Analyzing green space as a flooding mitigation – storm Chaba case in South Korea	7
Influences of non-landslide sample selection strategies on landslide susceptibility mapping by machine learning	7
In-situ stress field inversion and its impact on mining-induced seismicity	7
Rapid determination of fuzzy number in FAHP and assessment risk in coal mine roof fall	7
Morphological change detection along the shoreline of Karachi, Pakistan using 50 year time series satellite remote sensing data and GIS techniques	7
Comparative analysis of estimation of slope-length gradient (LS) factor for entire Afghanistan	7
Water-sand inrush risk assessment method of sandy dolomite tunnel and its application in the Chenaju tunnel, southwest of China	6
Stability analysis of artificial dam in coal mine underground water reservoir based on the hydro-mechanical damage model	6
A comparative evaluation of machine learning algorithms and an improved optimal model for landslide susceptibility: a case study	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
Geodetic observation of strain accumulation in the Banda Arc region	6
Reconstruction of liquefaction damage scenario in Northern Bihar during 1934 and 1988 earthquake using geospatial methods	6
Land use and land cover play weak roles in typhoon economic losses at the county level	6
Investigation of landslide dam life span using prediction models based on multiple machine learning algorithms	6
Numerical experimental study on influence factors of anchoring force of constant resistance bolt	6
Drought risk analysis based on multivariate copula function in Henan Province, China	6
Identification and characterization the sources of aerosols over Jharkhand state and surrounding areas, India using AHP model	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
Understanding spatiotemporal evolution of the surface urban heat island in the Bangkok metropolitan region from 2000 to 2020 using enhanced land surface temperature	6
Multi-objective optimization approach of shelter location with maximum equity: an empirical study in Xin Jiekou district of Nanjing, China	6
Comparing four regression techniques to explore factors governing the number of forest fires in Southeast, China	6
Dynamic response of the Daguangbao landslide triggered by the Wenchuan earthquake with a composite hypocenter	6
Attenuation characteristics analysis of seismic energy and its application to risk assessment in underground coal mines	6
Satellite based bio-thermal impact insights into MSW open dumps: a pair-unified proximity scenario	6
Wind vulnerability and strengthening of Bhutanese vernacular roofs	6
The characteristics of the b-value anomalies preceding the 2004 Mw9.0 Sumatra earthquake	6
Risk assessment of people trapped in earthquake disasters based on a single building: a case study in Xichang city, Sichuan Province, China	6
Impact of land use/land cover changes on evapotranspiration and model accuracy using Google Earth engine and classification and regression tree modeling	6
Quantitative multi-hazard risk assessment to buildings in the Jiuzhaigou valley, a world natural heritage site in Western China	6
Pre-evaluation of fault stability for underground mining based on geomechanical fault-slip analysis	6
Urban flooding risk assessment based on FAHP–EWM combination weighting: a case study of Beijing	6
Discrete element analysis of deformation features of slope controlled by karst fissures under the mining effect: a case study of Pusa landslide, China	6
Rock burst mechanism induced by stress anomaly in roof thickness variation zone: a case study	6
Spatio-temporal variations in the ecological vulnerability of the Upper Mzingwane sub-catchment of Zimbabwe	6
Road traffic crashes and emergency response optimization: a geo-spatial analysis using closest facility and location-allocation methods	6
Radiological analysis of the suitability of Erongo granite for building material	6
Geohazard vulnerability and condition assessment of the Asian highway AH-48 in Bhutan	6
Understanding spatiotemporal patterns of typhoon storm surge disasters based on their tropical cyclone track clusters in China	5
Research and application of an improved internal thrust force measurement system for rock and soil mass based on OFDR	5
Uni-temporal Sentinel-2 imagery for wildfire detection using deep learning semantic segmentation models	5
Assessing the earthquake systemic vulnerability of the urban centres in the South-East region of Romania. The tale of Galați and Brăila Cities, Romania	5
Water depth estimation from Sentinel-2 imagery using advanced machine learning methods and explainable artificial intelligence	5
Estimation of V S30 using shallow depth time-averaged shear wave velocity of Rawalpindi–Islamabad, Pakistan	5
Optimum parametrization of the soil conservation service (SCS) method for simulating the hydrological response in arid basins	5
Geospatial modeling of the tropical cyclone risk in the Guangdong Province, China	5
Seismic model test research on the combination of rigidity with flexibility of tunnel portal in high intensity seismic areas	5
Landscape ecological risk assessment in the Dongjiangyuan region, China, from 1985 to 2020 using geospatial techniques	5
Causes and effects of Shisper glacial lake outburst flood event in Karakoram in 2022	5
Analysis of secondary-factor combinations of landslides using improved association rule algorithms: a case study of Kitakyushu in Japan	5
A spatial evaluation method for earthquake disaster using optimized BP neural network model	5
A rapid assessment method for earthquake-induced landslide casualties based on GIS and logistic regression model∗	5
Deep neural network for oil spill detection using Sentinel-1 data: application to Egyptian coastal regions	5
Influence of dynamic disturbance on rock creep from time, space and energy aspects	5
Effectiveness evaluation of DS-InSAR method fused PS points in surface deformation monitoring: a case study of Hongta District, Yuxi City, China	5
Proportional odds model for identifying spatial inter-seasonal propagation of meteorological drought	5
Analysis of embankment failure mechanism in reservoirs due to rainfall infiltration during heavy rainfall	5
An integrated quantitative and qualitative approach for landslide susceptibility mapping in West Sikkim district, Indian Himalaya	5
Prediction analysis of landslide displacement trajectory based on the gradient descent method with multisource remote sensing observations	5