Geomatics Natural Hazards & Risk

(The TQCC of Geomatics Natural Hazards & Risk is 10. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 500 papers]. The publications cover those that have been published in the past four years, i.e., from 2019-11-01 to 2023-11-01.)
Changes in turbidity along Ganga River using Sentinel-2 satellite data during lockdown associated with COVID-1992
A comparison among fuzzy multi-criteria decision making, bivariate, multivariate and machine learning models in landslide susceptibility mapping74
Flood susceptibility mapping using an improved analytic network process with statistical models68
A geospatial analysis of multi-hazard risk in Dharan, Nepal59
Geohazards, reflection and challenges in Mountain tunnel construction of China: a data collection from 2002 to 201853
Risk assessment of geohazards along Cheng-Kun railway using fuzzy AHP incorporated into GIS44
Prediction of gully erosion susceptibility mapping using novel ensemble machine learning algorithms44
Land use/land cover change along the Eastern Coast of the UAE and its impact on flooding risk40
Sensitivity analysis of bursting liability for different coal-rock combinations based on their inhomogeneous characteristics40
Application of geospatial technologies in developing a dynamic landslide early warning system in a humanitarian context: the Rohingya refugee crisis in Cox’s Bazar, Bangladesh40
Forest fire monitoring using spatial-statistical and Geo-spatial analysis of factors determining forest fire in Margalla Hills, Islamabad, Pakistan39
Gully erosion susceptibility mapping using artificial intelligence and statistical models38
Landslide susceptibility assessment in a lesser Himalayan road corridor (India) applying fuzzy AHP technique and earth-observation data37
Influence of DEM resolution on landslide simulation performance based on the Scoops3D model37
Risk assessment of water inrush caused by karst cave in tunnels based on reliability and GA-BP neural network37
Comparison of multi-criteria-analytical hierarchy process and machine learning-boosted tree models for regional flood susceptibility mapping: a case study from Slovakia37
An investigation on seasonal variability between LST and NDWI in an urban environment using Landsat satellite data36
Detection model of soil salinization information in the Yellow River Delta based on feature space models with typical surface parameters derived from Landsat8 OLI image35
Sea level prediction using ARIMA, SVR and LSTM neural network: assessing the impact of ensemble Ocean-Atmospheric processes on models’ accuracy34
Predicting landslide susceptibility and risks using GIS-based machine learning simulations, case of upper Nyabarongo catchment34
Mobile 3D scan LiDAR: a literature review34
Public reactions to the disaster COVID-19: a comparative study in Italy, Lebanon, Portugal, and Serbia34
Assessment of landslide susceptibility at a local spatial scale applying the multi-criteria analysis and GIS: a case study from Slovakia34
Experimental investigation on mining-induced strain and failure characteristics of rock masses of mine floor33
Comparison and validation of per-pixel and object-based approaches for landslide susceptibility mapping33
Rapid urban flood damage assessment using high resolution remote sensing data and an object-based approach32
Droughts over Pakistan: possible cycles, precursors and associated mechanisms30
Spatial–temporal evolution patterns of soil erosion in the Yellow River Basin from 1990 to 2015: impacts of natural factors and land use change30
Forest fire risk mapping using GIS and remote sensing in two major landscapes of Nepal30
Gully erosion susceptibility mapping (GESM) using machine learning methods optimized by the multi‑collinearity analysis and K-fold cross-validation29
GIS and remote sensing-based assessment of soil erosion risk using RUSLE model in South-Kivu province, eastern, Democratic Republic of Congo29
Triggering mechanism and possible evolution process of the ancient Qingshi landslide in the Three Gorges Reservoir28
The performance of landslide susceptibility models critically depends on the quality of digital elevation models28
Risk assessment of water inrush in tunnel through water-rich fault based on AHP-Cloud model28
GIS-based multi-criteria analysis for flood prone areas mapping in the trans-boundary Shatt Al-Arab basin, Iraq-Iran27
Comprehensive assessment of geological hazard safety along railway engineering using a novel method: a case study of the Sichuan-Tibet railway, China26
Cyclone vulnerability assessment of the western coast of Bangladesh26
Land degradation and metropolitan expansion in a peri-urban environment24
Risk mitigation for rockfall hazards in steeply dipping coal seam: a case study in Xinjiang, northwestern China24
A novel remote sensing monitoring index of salinization based on three-dimensional feature space model and its application in the Yellow River Delta of China24
Using the rotation and random forest models of ensemble learning to predict landslide susceptibility24
Assessing the spatio-temporal variability of NDVI and VCI as indices of crops productivity in Ethiopia: a remote sensing approach23
Spatiotemporal shifts in thermal climate in responses to urban cover changes: a-case analysis of major cities in Punjab, Pakistan23
Flood susceptibility mapping using meta-heuristic algorithms23
A comprehensive assessment of remote sensing and traditional based drought monitoring indices at global and regional scale23
Detection of areas prone to flood risk using state-of-the-art machine learning models23
Geospatial analysis of September, 2019 floods in the lower gangetic plains of Bihar using multi-temporal satellites and river gauge data23
Spatial assessment of drought vulnerability using fuzzy-analytical hierarchical process: a case study at the Indian state of Odisha22
Flood vulnerability assessment of the upper Cross River basin using morphometric analysis21
Study on overburden failure characteristics in deep thick loose seam and thick coal seam mining21
Landslide susceptibility mapping using MT-InSAR and AHP enabled GIS-based multi-criteria decision analysis21
Accuracy comparison of post-processed PPP and real-time absolute positioning techniques20
Evaluation of tree-base data mining algorithms in land used/land cover mapping in a semi-arid environment through Landsat 8 OLI image; Shiraz, Iran20
Spatial simulation of rainstorm waterlogging based on a water accumulation diffusion algorithm19
Integrating multilayer perceptron neural nets with hybrid ensemble classifiers for deforestation probability assessment in Eastern India19
Revealing the socio-economic vulnerability and multi-hazard risks at micro-administrative units in the coastal plains of Tamil Nadu, India19
AE energy evolution during CJB fracture affected by rock heterogeneity and column irregularity under lateral pressure19
Assessment of the performance of GIS-based analytical hierarchical process (AHP) approach for flood modelling in Uttar Dinajpur district of West Bengal, India19
Forest fire susceptibility assessment using google earth engine in Gangwon-do, Republic of Korea19
Evaluating extreme precipitation estimations based on the GPM IMERG products over the Yangtze River Basin, China18
Case study on debris-flow hazard mitigation at a world natural heritage site, Jiuzhaigou Valley, Western China18
Revisiting 2013 Uttarakhand flash floods through hydrological evaluation of precipitation data sources and morphometric prioritization18
Evaluation of soil erosion and sediment yield spatio-temporal pattern during 1990–201918
Health risk assessment of potentially toxic elements in Maros karst groundwater: a Monte Carlo simulation approach17
Near 40-year drought trend during 1981-2019 earth warming and food security17
Carbon storage simulation and analysis in Beijing-Tianjin-Hebei region based on CA-plus model under dual-carbon background16
Dynamic triggering mechanism of the Pusa mining-induced landslide in Nayong County, Guizhou Province, China16
Modelling and predicting landslide displacements and uncertainties by multiple machine-learning algorithms: application to Baishuihe landslide in Three Gorges Reservoir, China16
Integrated geophysical technique for groundwater salinity delineation, an approach to agriculture sustainability for Nankana Sahib Area, Pakistan16
Monitoring analysis of influence of extra-large complex deep foundation pit on adjacent environment: a case study of Zhengzhou City, China16
Catastrophic ice-debris flow in the Rishiganga River, Chamoli, Uttarakhand (India)16
The design and application of landslide monitoring and early warning system based on microservice architecture16
Multi-scenario landscape ecological risk assessment based on Markov–FLUS composite model16
Study on multi-field catastrophe evolution laws of water inrush from concealed karst cave in roadway excavation: a case of Jiyuan coal mine16
Impacts of reduced deposition of atmospheric nitrogen on coastal marine eco-system during substantial shift in human activities in the twenty-first century15
Analyzing urban growth and land cover change scenario in Lagos, Nigeria using multi-temporal remote sensing data and GIS to mitigate flooding15
The analysis of slippage failure of the HuangNanBei slope under dry-wet cycles in the three gorges reservoir region, China15
Head-cut gully erosion susceptibility modelling based on ensemble Random Forest with oblique decision trees in Fareghan watershed, Iran15
Progressive destabilization and triggering mechanism analysis using multiple data for Chamoli rockslide of 7 February 202115
Spatial prediction of shallow landslide: application of novel rotational forest-based reduced error pruning tree15
Prediction of hourly air temperature based on CNN–LSTM15
Geo-environmental consequences of obstructing the Bhagirathi River, Uttarakhand Himalaya, India14
Deformation and failure laws of roadway surrounding rock and support optimization during shallow-buried multi-seam mining14
Roof-breaking mechanism and stress-evolution characteristics in partial backfill mining of steeply inclined seams14
Multi-Regional landslide detection using combined unsupervised and supervised machine learning14
Dynamic status of land surface temperature and spectral indices in Imphal city, India from 1991 to 202114
COVID-19 lockdown effect on land surface temperature and normalized difference vegetation index14
Evaluation of the rockburst proneness of red sandstone with prefabricated boreholes: an experimental study from the energy storage perspective14
Robustness analysis of machine learning classifiers in predicting spatial gully erosion susceptibility with altered training samples14
A holistic view of Shisper Glacier surge and outburst floods: from physical processes to downstream impacts14
Seismic hazard assessment of the Shillong Plateau using a probabilistic approach14
Development of tunnel intelligent monitoring and early warning system based on micro-service architecture: the case of AnPing tunnel13
Changes of extreme high temperature and heavy precipitation in the Guangdong-Hong Kong-Macao Greater Bay Area13
Desertification detection model in Naiman Banner based on the albedo-modified soil adjusted vegetation index feature space using the Landsat8 OLI images13
Multi-source information fusion technology for risk assessment of water inrush from coal floor karst aquifer13
Understanding temporary reduction in atmospheric pollution and its impacts on coastal aquatic system during COVID-19 lockdown: a case study of South Asia13
Construction solid waste landfills: risk assessment and monitoring by fibre optic sensing technique13
Investigation and mechanism analysis of disasters under Hokkaido Eastern Iburi earthquake13
Monitoring of Maskun landslide and determining its quantitative relationship to different climatic conditions using D-InSAR and PSI techniques13
Impacts of longwall mining speeds on permeability of weakly cemented strata and subsurface watertable: a case study13
Permeability characteristics of fractured rock mass: a case study of the Dongjiahe coal mine12
Analysis of probability matrix model for seismic damage vulnerability of highway bridges12
Natural dam failure in slope failure mode triggered by seepage12
Evaluation of various boosting ensemble algorithms for predicting flood hazard susceptibility areas12
Quantitative hazard assessment of rockfall and optimization strategy for protection systems of the Huashiya cliff, southwest China12
A new burst evaluation index of coal–rock combination specimen considering rebound and damage effects of rock12
Hurricane damage assessment using coupled convolutional neural networks: a case study of hurricane Michael12
Can we rely on VIIRS nightlights to estimate the short-term impacts of natural hazards? Evidence from five South East Asian countries12
A novel-optimal monitoring index of rocky desertification based on feature space model and red edge indices that derived from sentinel-2 MSI image12
Exploring the relationship between the built environment and block vitality based on multi-source big data: an analysis in Shenzhen, China12
Dynamic and static analysis of a kind of novel J energy-releasing bolts12
Critical point on housing construction, resilience and family subjective welfare after disaster: Notes from the Lombok, Indonesia, earthquake sequence of July-August 201812
Assessment of vertical accuracy of open source 30m resolution space-borne digital elevation models12
Spatial assessment of landslide risk using two novel integrations of neuro-fuzzy system and metaheuristic approaches; Ardabil Province, Iran12
GIS spatial modelling for seismic risk assessment based on exposure, resilience, and capacity indicators to seismic hazard: a case study of Pahang, Malaysia11
Water yield service influence by climate and land use change based on InVEST model in the monsoon hilly watershed in South China11
Spatio-temporal modelling of the influence of climatic variables and seasonal variation on PM10 in Malaysia using multivariate regression (MVR) and GIS11
Hazard mapping of ground subsidence in east area of Sapporo using frequency ratio model and GIS11
Predicting susceptibility to landslides under climate change impacts in metropolitan areas of South Korea using machine learning11
Mapping landslide susceptibility at national scale by spatial multi-criteria evaluation11
Monitoring the deformation of a concrete dam: a case study on the Deriner Dam, Artvin, Turkey11
Fracture mechanism of roof key strata in Dongjiahe coal mine using microseismic moment tensor11
Developing a revised social force model for pedestrians’ earthquake emergency evacuation11
Spatial and temporal b-value precursors preceding the 2008 Wenchuan, China, earthquake (Mw = 7.9): implications for earthquake prediction11
Lightning threats in Nepal: occurrence and human impacts11
Nonlinear deformation prediction of tunnel surrounding rock with computational intelligence approaches10
Appraisal of seismic noise scenario at national seismological network of India in COVID-19 lockdown situation10
A novel per pixel and object-based ensemble approach for flood susceptibility mapping10
Towards urban flood susceptibility mapping using data-driven models in Berlin, Germany10
The variable-mass seepage law of broken porous rock: an experimental study10
Regional drought risk assessment in the Central Highlands and the South of Vietnam10
Time-dependent deformation and fracture evolution around underground excavations10
Predicting PM2.5 levels over the north of Iraq using regression analysis and geographical information system (GIS) techniques10
Combination of lining strengthening and buffer layers for soft and hard rock tunnels junction subjected to seismic waves10
Prediction of fly-rock during boulder blasting on infrastructure slopes using CART technique10
Risk assessment for typhoon-induced storm surges in Wenchang, Hainan Island of China10
Modelling agricultural drought: a review of latest advances in big data technologies10
Local level multi-hazard zonation of Nepal10
A comparative study on the integrative ability of the analytical hierarchy process, weights of evidence and logistic regression methods with the Flow-R model for landslide susceptibility assessment10
Developing a geomorphological instantaneous unit hydrograph (GIUH) using equivalent Horton-Strahler ratios for flash flood predictions in arid regions10