Geomatics Natural Hazards & Risk

Article	Citations
Anisotropic change in apparent resistivity before earthquakes ofMS⩾ 7.0 in China mainland	94
Designing flash flood control measures for urban areas using the Monte Carlo water flow simulation	76
The locust plagues of the Ming Dynasty in Shandong Province, China	73
Multi-hazard direct economic loss risk assessment on the Tibet Plateau	65
Mechanism of fault activation and water-conducting disasters induced by mining activities	55
Real-time flash flood forecasting approach for development of early warning systems: integrated hydrological and meteorological application	50
Increasing population exposed to both seismicity and flooding in low-income countries	50
Mechanism of seismic-collapsed loess landslides induced by the M s 6.2 earthquake in Jishishan County, Gansu Provinc	50
Wildfire risk management across diverse bioregions in a changing climate	49
Climatic characteristics of hourly extreme precipitation during the warm season in Chongqing	47
An integrated approach based landslide susceptibility mapping: case of Muzaffarabad region, Pakistan	44
Inventory and GLOF susceptibility of glacial lakes in Chenab basin, Western Himalaya	44
Comparison of coastal vulnerability assessment for Subang Regency in North Coast West Java-Indonesia	43
Creep behaviour of sandstone under different water conditions and its response to varying impact energy	39
Experimental study on revealing the mechanism of rockburst prevention by drilling pressure relief: status-of-the-art and prospects	36
Land subsidence investigation of the steeply dipping coal seams in the Urumqi coalfield, China, using MT-InSAR technology based on the deformation model analysis	35
Multi-source information fusion technology for risk assessment of water inrush from coal floor karst aquifer	34
Uni-temporal Sentinel-2 imagery for wildfire detection using deep learning semantic segmentation models	34
Study of seismic activity in the Haiyuan-Liupanshan region using automated microseismic detection techniques	32
Unsupervised machine learning with different sampling strategies and topographic factors for distinguishing between landslide source and runout areas to improve landslide inventory production	31
Exploring and analyzing disaster coupling characteristics at the regional scale: evidence from Hubei Province	31
Land subsidence monitoring and analysis in Qingdao, China using time series InSAR combining PS and DS	30
Influence of 3D joint roughness on fracture behaviours of rock mass subjected to compression	30
A side-sampling based Linformer model for landslide susceptibility assessment: a case study of the railways in China	29
Floor heave mechanism in water-rich soft rock roadways and a DS-IBA control approach	28

Coupling coordination analysis of industrial mining land, landscape pattern and carbon storage in a mining city: a case study of Ordos, China	28
Three-dimensional simulations of rockfalls in Ischia, Southern Italy, and preliminary susceptibility zonation	28
Mudslide susceptibility assessment based on a two-channel residual network	26
Insights into spatial differential characteristics of landslide susceptibility from sub-region to whole-region cased by northeast Chongqing, China	25
Machine learning and SHAP-based susceptibility assessment of storm flood in rapidly urbanizing areas: a case study of Shenzhen, China	25
An interpretable model for landslide susceptibility assessment based on Optuna hyperparameter optimization and Random Forest	24
Effect of coal dust parameters on gas-coal dust explosions in pipe networks	24
Vents opening susceptibility map of the Colli Albani long dormant volcano	24
Multi-parameters monitoring of geological disasters around the Taihang Mountains-Yanshan area, Hebei Province	23
A comprehensive review on application of drone, virtual reality and augmented reality with their application in dragline excavation monitoring in surface mines	22
Influence of dynamic disturbance on rock creep from time, space and energy aspects	22
The influence of saturation and loading angle on sandstone damage characteristics after freeze-thaw cycle	21
Spatio-temporal evolution of population mobility differentiation patterns in a pandemic context: based on a network perspective	21
A spatially explicit containment modelling approach for escaped wildfires in a Mediterranean climate using machine learning	20
DNN model reveals sharp decline in PM 2.5 concentration in the Yangtze River Delta during COVID-19 lockdown and lift lockdown	20
Characteristics, causes and significance of subsurface stress field of Beijing earth fissures group	19
The earthquake probabilities of the Liupanshan fault zone based on the Coulomb stress and friction constitutive law	19
Tremor burst and triggering processes in Cascadia after the 2022 Hunga Tonga-Hunga Ha’apai volcanic eruption	18
The application of UAV-derived SfM-MVS photogrammetry for the investigation of storm wave boulder deposits on a small rocky island in the semi-enclosed Northern Adriatic Sea	18
Rainfall thresholds of debris flows based on varying rainfall intensity types in the mountain areas of Beijing	18
Spatial interpolation of water quality index based on Ordinary kriging and Universal kriging	18
Application of the Korla volumetric strain to explore the triggering effects of tidal stress on tidal deformation before earthquakes	18
Assessing the relationship between contributing factors and sinkhole occurrence in Mexico City	18
Synergistic use of SAR satellites with deep learning model interpolation for investigating of active landslides in Cuenca, Ecuador	17
Enhancing flood susceptibility mapping in Meghna River basin by introducing ensemble Naive Bayes with stacking algorithms	17
Ensemble learning landslide susceptibility assessment with optimized non-landslide samples selection	17
Multi-scale drought variability over West Africa and the associated large-scale circulation patterns	17
Assessment of flooding and drought disaster risk in Henan, China by a multiscale approach	17
Research on failure mechanism and support technology of fractured rock mass in an undersea gold mine	17
Modeling rainfall input variability for flash floods in Portugal: the influence of predisposing factors	17
Assessment of soil erosion and sediment delivery ratio in the Arghandab Catchment, Kandahar Province, Afghanistan by using GIS-based RUSLE method	17
Beyond boundaries: AI-optimized global landslide susceptibility mapping	16
Multi-hazard, multidimensional disaster risk validation in selangor’s three urban districts, Malaysia	16
An identification method of potential landslide zones using InSAR data and landslide susceptibility	16
Prediction analysis of landslide displacement trajectory based on the gradient descent method with multisource remote sensing observations	16
A rapid assessment method for earthquake-induced landslide casualties based on GIS and logistic regression model∗	16
Extreme climate and human activities contribute to low-frequency, large-scale catastrophic debris flow: a case study in the Heishui Gully	16
Numerical study on the multi-stage blasting in horizontal well to enhance the permeability of deep reservoir	16
An automatic P-wave onset time picking method for mining-induced microseismic data based on long short-term memory deep neural network	15
Correction	15
Enhancing land use planning through integrating landscape analysis and flood inundation prediction Bekasi City’s in 2030	15
Nonlinear spatiotemporal and evolution characteristics of extreme precipitation during the Mei-yu period based on a state transition network	15
Morphometric and morphostructural analysis as a modeling tool in mass movement scenarios (Bucaramanga, Colombia)	15
Climatic impacts on spring disappearance in the Indian Himalayas	15
Satellite based bio-thermal impact insights into MSW open dumps: a pair-unified proximity scenario	14
Impact of pandemic proximity and media use on risk perception during COVID-19 in China	14
Glacial lake outburst flood risk assessment of a rapidly expanding glacial lake in the Ladakh region of Western Himalaya, using hydrodynamic modeling	14
An extreme forecast index-driven runoff prediction approach using stacking ensemble learning	14
Force and deformation response analysis of dual structure slope excavation and support	14
Water-sand inrush risk assessment method of sandy dolomite tunnel and its application in the Chenaju tunnel, southwest of China	14

Tracking surface and subsurface deformation associated with groundwater dynamics following the 2019 Mirpur earthquake	14
Spatial prediction of the geological hazard vulnerability of mountain road network using machine learning algorithms	13
Detecting small-scale landslides along electrical lines using robust satellite-based techniques	13
Earthquake landslide detection method combining post-earthquake coherence increase and polarized vegetation damage	13
Reconstructing the 1968 River Chew flash flood: merging a HEC-RAS 2D hydraulic modelling approach with historical evidence	13
Earthquake induced liquefaction hazard analysis for Chittagong City using machine learning	13
Comprehensive typhoon hazard zoning in China based on historical records	13
A new multivariate agricultural drought composite index based on random forest algorithm and remote sensing data developed for Sahelian agrosystems	13
Research on influential factors of crack propagation depth of unsaturated residual soils under short-term variations in external air pressure	13
Assessment of the performance of GIS-based analytical hierarchical process (AHP) approach for flood modelling in Uttar Dinajpur district of West Bengal, India	13
The corresponding countermeasures of landslide risk control under influence of climate change in China	13
Quantitative analysis method for infrared characterization of coal damage under load based on image enhancement and pixel extraction	13
Attenuation characteristics analysis of seismic energy and its application to risk assessment in underground coal mines	13
Integrated use of Sentinel-1 and Sentinel-2 data and open-source machine learning algorithms for burnt and unburnt scars	13
Dynahead-YOLO-Otsu: an efficient DCNN-based landslide semantic segmentation method using remote sensing images	13
Earthquake event knowledge graph construction and reasoning	13
Lightning fatalities and its correlation with social variables in Northwestern Mexico	13
Study on the cumulative effect of drip irrigation on the stability of loess slopes	13
Remote sensing perspective in exploring the spatiotemporal variation characteristics and post-disaster recovery of ecological environment quality, a case study of the 2010 Ms7.1 Yushu earthquake	12
Land surface temperature, tropospheric and ionospheric anomalies analysis and implementation of a co-seismic PWV digital twin for the February 6, 2023 Turkey earthquake	12
Fracture and control technology of hard and thick rock in mining engineering	12
Discrete element analysis of deformation features of slope controlled by karst fissures under the mining effect: a case study of Pusa landslide, China	12
Multi-hazard mapping of droughts and forest fires using a multi-layer hazards approach with machine learning algorithms	11
Combination four different ensemble algorithms with the generalized linear model (GLM) for predicting forest fire susceptibility	11
Instability mechanism of composite structure involved coal pillar and key strata induced by multi-face mining	11
Semi-automated template matching and machine-learning based analysis of the August 2020 Castelsaraceno microearthquake sequence (southern Italy)	11
Construction stability and reinforcement technology for the super-large rectangular pipe-jacking tunnel passing beneath the operational high-speed railway in composite stratum	11
Wildfire probability models calibrated using past human and lightning ignition patterns can inform mitigation of post-fire hydrologic hazards	11
Evaluating the double-kernel smoothing technique of blending TRMM and gauge data to identify flood events in the Xiangjiang River Basin, China	11
Spatio-temporal evolution of land subsidence and susceptibility zonation of associated ground fissures in the urban area of loess plateau: a case in Xianyang city, China	11
Comparative analysis of estimation of slope-length gradient (LS) factor for entire Afghanistan	11
Simulation research on the temperature distribution and smoke control in tunnel fires under a water curtain system	11
Fine-scale multi-temporal and spatial analysis of agricultural drought in agro-ecological regions of Zimbabwe	11
Accuracy assessment of land surface temperature retrievals from remote sensing imagery: pixel-based, single and multi-channel methods	10
Investigating a three-dimensional convolution recognition model for acoustic emission signal analysis during uniaxial compression failure of coal	10
Seismic hazard analysis of Silchar city located in North East India	10
Impact of high-resolution settlement data on flood exposure: a comparative analysis of flood hazard and exposure in the Gin River Basin, Sri Lanka	10
Present-day crustal deformation based on GPS measurements in southeastern Tibetan Plateau: implications for geodynamics and earthquake hazard	10
Flood detection and mapping through multi-resolution sensor fusion: integrating UAV optical imagery and satellite SAR data	10
Analysis of embankment failure mechanism in reservoirs due to rainfall infiltration during heavy rainfall	10
Enhancing landslide-scale rainfall threshold predictive modeling for rainfall-induced red-bed soft rock landslide occurrence using a stock-taking approach	10
Projected dryness/wetness pattern and influence factors in China under the CMIP6 scenarios for 2021–2100	10
An improvement velocity inverse method for predicting the slope imminent failure time	10
Deformation mechanism and control technology of gob-side roadway with continuous mining and continuous backfilling: a case study	10
Damage features and dynamic triggering mechanism of the Jianshanying landslide induced by underground mining in Shuicheng County, Guizhou Province, China	10
Towards urban flood susceptibility mapping using data-driven models in Berlin, Germany	10
Determining of gully erosion susceptibility based on UAV and machine learning in Loess Plateau	10
Simulation of landslide dam failure due to overtopping considering vertical soil particles distribution	10
Quantitative multi-hazard risk assessment to buildings in the Jiuzhaigou valley, a world natural heritage site in Western China	10
Fault complexity degree in a coal mine and the implications for risk assessment of floor water inrush	9
Dynamic triggering mechanism of the Pusa mining-induced landslide in Nayong County, Guizhou Province, China	9
Forest fire susceptibility assessment using google earth engine in Gangwon-do, Republic of Korea	9
Risk assessment of gently inclined mudstone bedding slope incorporating monitoring information	9
Landslide susceptibility mapping in the Adwa Volcanic Mountain Plugs, Northern Ethiopia: a comparative analysis of frequency ratio and analytical hierarchy process methods	9
Integrated assessment of geophysical and social vulnerability to natural hazards in North-East Region, Romania	9
Shoreline position trends in the Niger Delta: analyzing spatial and temporal changes through Sentinel-1 SAR imagery	9
Seismic potential in the southeastern margin of Bayanhar block after 2017 Jiuzhaigou earthquake, China – insight from stress evolution and earthquake probability estimation	9
An ensemble deep-learning framework for landslide susceptibility assessment using multiple blocks: a case study of Wenchuan area, China	9
Site response measurements and implications to soil liquefaction potential using microtremor H/V in Greater Metro Manila, Philippines	9
Enhancing dragline operations supervision through computer vision: real time height measurement of dragline spoil piles dump using YOLO	9
Urban hazards caused by ground deformation and building subsidence over fossil lake beds: a study from Taipei City	9
Assessment of the impacts of rapid Marine Heatwaves and cumulative thermal stress on cold-water upwelling coral refugia	9
A low-cost IoT-based deep learning method of water gauge measurement for flood monitoring	9
Study on fault slip dynamic response and rock burst potential under the influence of different horizontal stresses	8
A novel method for analyzing the spatial and temporal distribution of freeze-thaw erosion based on a similar information value model: a case study of the China-Mongolia-Russia Economic Corridor region	8
Unlocking the hidden potential: groundwater zone mapping using AHP, remote sensing and GIS techniques	8
Assessing the burn severity of wildfires by incorporating vegetation structure information	8
Geospatial SHAP interpretability for urban road collapse susceptibility assessment: a case study in Hangzhou, China	8
Risk assessment of rainstorm disasters in the Guangdong–Hong Kong–Macao greater Bay area of China during 1990–2018	8
Optimum parametrization of the soil conservation service (SCS) method for simulating the hydrological response in arid basins	8
Evaluating the dynamic response and failure process of a rock slope under pulse-like ground motions	8
Multi-disciplinary investigation for detection, characterisation and monitoring of contamination from a solid waste illegal dumpsite, Peshawar, NW Pakistan	8
A novel data source for human-caused wildfires in China: extracting information from judgment documents	8
Potential erosion and sedimentation based on land use change by using cellular automata-artificial neural network	8
Regional dynamic early warning model for rainfall-induced landslide in Fujian, China	8
Correction	8
Mechanism of rock bursts in a large inclined extra-thick coal seam under the condition of upper slice mining: a case study	8
Based on the improved SCGM(1,1)c and WIV rainfall landslide susceptible area prediction model	8
A prediction model for surface deformation caused by underground mining based on spatio-temporal associations	8
Applying the Akaike Information Criterion (AIC) in earthquake spatial forecasting: a case study on probabilistic seismic hazard function (PSHF) estimation in the Sumatra subduction zone	8

Reappraisal of the 2012 magnitude (M W ) 6.7 Negros Oriental (Philippines) earthquake intensity and ShakeMap generation by using ESI-2007 environmental effects	8
Optimized landslide susceptibility prediction based on SBAS-InSAR: case study of the Jiuzhaigou Ms7.0 earthquake	8
Determination of most affected areas by earthquakes based on mobile signaling data: a case study of the 2022 Mw 6.6 Luding earthquake, China	8
Multimodal Asynchronous Kalman Filter for monitoring unstable rock slopes	8
A novel voting ensemble model empowered by metaheuristic feature selection for accurate flash flood susceptibility mapping	8