Geomatics Natural Hazards & Risk

Article	Citations
Climatic characteristics of hourly extreme precipitation during the warm season in Chongqing	126
Increasing population exposed to both seismicity and flooding in low-income countries	108
Development and evaluation of a rip current forecasting system for channel-type rip currents on a low-energy headland beach	85
Creep behaviour of sandstone under different water conditions and its response to varying impact energy	81
Anisotropic change in apparent resistivity before earthquakes ofMS⩾ 7.0 in China mainland	66
Sustainable crop recommendation system using seasonally adaptive recursive spectral convolutional neural network for responsible agricultural production	66
Proposing a new integration system: Tolerance Merged Collocation comparative to Modified and Scaled Triple Collocation and weighting scheme to integrate four indices	65
Designing flash flood control measures for urban areas using the Monte Carlo water flow simulation	59
Multi-hazard direct economic loss risk assessment on the Tibet Plateau	58
Mechanism of seismic-collapsed loess landslides induced by the M s 6.2 earthquake in Jishishan County, Gansu Provinc	57
Mechanism of fault activation and water-conducting disasters induced by mining activities	55
The locust plagues of the Ming Dynasty in Shandong Province, China	53
Inventory and GLOF susceptibility of glacial lakes in Chenab basin, Western Himalaya	52
Comparison of coastal vulnerability assessment for Subang Regency in North Coast West Java-Indonesia	49
Landslide susceptibility assessment and attribution analysis in Yunnan Province based on weighted information value-logistic regression model	48
Real-time flash flood forecasting approach for development of early warning systems: integrated hydrological and meteorological application	47
An integrated approach based landslide susceptibility mapping: case of Muzaffarabad region, Pakistan	44
Experimental study on revealing the mechanism of rockburst prevention by drilling pressure relief: status-of-the-art and prospects	42
Wildfire risk management across diverse bioregions in a changing climate	41
Exploring and analyzing disaster coupling characteristics at the regional scale: evidence from Hubei Province	40
Influence of 3D joint roughness on fracture behaviours of rock mass subjected to compression	40
Research on the evolution model and characteristics of natural disaster chains in Northwest China	39
Unsupervised machine learning with different sampling strategies and topographic factors for distinguishing between landslide source and runout areas to improve landslide inventory production	38
Floor heave mechanism in water-rich soft rock roadways and a DS-IBA control approach	36
A side-sampling based Linformer model for landslide susceptibility assessment: a case study of the railways in China	36

Uni-temporal Sentinel-2 imagery for wildfire detection using deep learning semantic segmentation models	34
Land subsidence investigation of the steeply dipping coal seams in the Urumqi coalfield, China, using MT-InSAR technology based on the deformation model analysis	33
Mudslide susceptibility assessment based on a two-channel residual network	32
Multi-source information fusion technology for risk assessment of water inrush from coal floor karst aquifer	31
Carbon storage prediction and its dominant factors in the Yellow River Delta under the combined action of natural and artificial factors	30
Mapping the future risk of fire blight: predicting Erwinia amylovora distribution under climate change scenarios	30
Insights into spatial differential characteristics of landslide susceptibility from sub-region to whole-region cased by northeast Chongqing, China	29
Coupling coordination analysis of industrial mining land, landscape pattern and carbon storage in a mining city: a case study of Ordos, China	29
Land subsidence monitoring and analysis in Qingdao, China using time series InSAR combining PS and DS	29
Integrated geomatics for seamless coastal mapping: a vulnerable coastline in the central Adriatic Sea	28
Study of seismic activity in the Haiyuan-Liupanshan region using automated microseismic detection techniques	28
A spatially explicit containment modelling approach for escaped wildfires in a Mediterranean climate using machine learning	27
Machine learning and SHAP-based susceptibility assessment of storm flood in rapidly urbanizing areas: a case study of Shenzhen, China	27
Three-dimensional simulations of rockfalls in Ischia, Southern Italy, and preliminary susceptibility zonation	27
An interpretable model for landslide susceptibility assessment based on Optuna hyperparameter optimization and Random Forest	27
Characteristics, causes and significance of subsurface stress field of Beijing earth fissures group	27
Effect of coal dust parameters on gas-coal dust explosions in pipe networks	27
The earthquake probabilities of the Liupanshan fault zone based on the Coulomb stress and friction constitutive law	25
Research on earthquake disaster risk based on the anti-lethal levels of buildings at the township level: a case study in Suqian, China	24
DNN model reveals sharp decline in PM 2.5 concentration in the Yangtze River Delta during COVID-19 lockdown and lift lockdown	24
Overall-slow and dissipative rupture during the 2025 M W 7.1 Dingri, China earthquake	23
Assessing the relationship between contributing factors and sinkhole occurrence in Mexico City	23
From repair costs and casualties to human displacements in the aftermath of an earthquake. The case of buildings with and without pre-existing damage exposed to a Mw 7.1 scenario in the Messina Strait	23
A multidimensional approach to cyclone risk assessment: integrating GIS and Fuzzy-AHP data in coastal Odisha, India	23
A comprehensive review on application of drone, virtual reality and augmented reality with their application in dragline excavation monitoring in surface mines	23
Vents opening susceptibility map of the Colli Albani long dormant volcano	23
Spatio-temporal evolution of population mobility differentiation patterns in a pandemic context: based on a network perspective	22
Multi-parameters monitoring of geological disasters around the Taihang Mountains-Yanshan area, Hebei Province	22
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	21
Influence of dynamic disturbance on rock creep from time, space and energy aspects	21
Spatial interpolation of water quality index based on Ordinary kriging and Universal kriging	21
Rainfall thresholds of debris flows based on varying rainfall intensity types in the mountain areas of Beijing	21
The influence of saturation and loading angle on sandstone damage characteristics after freeze-thaw cycle	21
Multi-hazard, multidimensional disaster risk validation in selangor’s three urban districts, Malaysia	21
Synergistic use of SAR satellites with deep learning model interpolation for investigating of active landslides in Cuenca, Ecuador	20
Assessment of flooding and drought disaster risk in Henan, China by a multiscale approach	20
Enhancing flood susceptibility mapping in Meghna River basin by introducing ensemble Naive Bayes with stacking algorithms	20
Application of the Korla volumetric strain to explore the triggering effects of tidal stress on tidal deformation before earthquakes	20
Ensemble learning landslide susceptibility assessment with optimized non-landslide samples selection	20
Beyond boundaries: AI-optimized global landslide susceptibility mapping	19
Extreme climate and human activities contribute to low-frequency, large-scale catastrophic debris flow: a case study in the Heishui Gully	19
Assessment of soil erosion and sediment delivery ratio in the Arghandab Catchment, Kandahar Province, Afghanistan by using GIS-based RUSLE method	19
Prediction analysis of landslide displacement trajectory based on the gradient descent method with multisource remote sensing observations	19
Catastrophic multi-phase mass flow from temperate glacier catchments in Southeast Tibetan Plateau	19
Modeling rainfall input variability for flash floods in Portugal: the influence of predisposing factors	19
A rapid assessment method for earthquake-induced landslide casualties based on GIS and logistic regression model∗	19
Understanding cross-regional mutual influence mechanisms driven by polder drainage capacity changes in plain river network areas	19
Tremor burst and triggering processes in Cascadia after the 2022 Hunga Tonga-Hunga Ha’apai volcanic eruption	19
Numerical study on the multi-stage blasting in horizontal well to enhance the permeability of deep reservoir	18
Morphometric and morphostructural analysis as a modeling tool in mass movement scenarios (Bucaramanga, Colombia)	18

Multi-scale drought variability over West Africa and the associated large-scale circulation patterns	18
Research on failure mechanism and support technology of fractured rock mass in an undersea gold mine	18
An identification method of potential landslide zones using InSAR data and landslide susceptibility	18
Climatic impacts on spring disappearance in the Indian Himalayas	18
Force and deformation response analysis of dual structure slope excavation and support	17
Enhancing land use planning through integrating landscape analysis and flood inundation prediction Bekasi City’s in 2030	17
Nonlinear spatiotemporal and evolution characteristics of extreme precipitation during the Mei-yu period based on a state transition network	17
Impact of pandemic proximity and media use on risk perception during COVID-19 in China	17
A new multivariate agricultural drought composite index based on random forest algorithm and remote sensing data developed for Sahelian agrosystems	17
Satellite based bio-thermal impact insights into MSW open dumps: a pair-unified proximity scenario	17
An extreme forecast index-driven runoff prediction approach using stacking ensemble learning	17
An automatic P-wave onset time picking method for mining-induced microseismic data based on long short-term memory deep neural network	17
Flood susceptibility mapping using supervised machine learning models: insights into predictors’ significance and models’ performance	17
Spatiotemporal trends of compound extremes and their impacts in Southeast Asia from 1983 to 2022	17
Correction	17
Tracking surface and subsurface deformation associated with groundwater dynamics following the 2019 Mirpur earthquake	16
Ensemble intelligence for urban resilience: flood susceptibility modeling in Mumbai using advanced machine learning	16
Comprehensive typhoon hazard zoning in China based on historical records	16
Water-sand inrush risk assessment method of sandy dolomite tunnel and its application in the Chenaju tunnel, southwest of China	16
Glacial lake outburst flood risk assessment of a rapidly expanding glacial lake in the Ladakh region of Western Himalaya, using hydrodynamic modeling	16
A systematic literature review of digital elevation models and hydrological models integration for advanced flood risk management	16
Integrated use of Sentinel-1 and Sentinel-2 data and open-source machine learning algorithms for burnt and unburnt scars	16
Attenuation characteristics analysis of seismic energy and its application to risk assessment in underground coal mines	15
Research on influential factors of crack propagation depth of unsaturated residual soils under short-term variations in external air pressure	15
Spatial prediction of the geological hazard vulnerability of mountain road network using machine learning algorithms	15
Construction stability and reinforcement technology for the super-large rectangular pipe-jacking tunnel passing beneath the operational high-speed railway in composite stratum	15
Lightning fatalities and its correlation with social variables in Northwestern Mexico	15
Earthquake event knowledge graph construction and reasoning	15
Earthquake landslide detection method combining post-earthquake coherence increase and polarized vegetation damage	15
Interpretable salinization estimation model for Dongying City based on integrated multi-dimensional spectral indices with XGBoost-driven transformations	15
Fracture and control technology of hard and thick rock in mining engineering	15
Dynahead-YOLO-Otsu: an efficient DCNN-based landslide semantic segmentation method using remote sensing images	15
Land surface temperature, tropospheric and ionospheric anomalies analysis and implementation of a co-seismic PWV digital twin for the February 6, 2023 Turkey earthquake	15
Assessment of the performance of GIS-based analytical hierarchical process (AHP) approach for flood modelling in Uttar Dinajpur district of West Bengal, India	15
Detecting small-scale landslides along electrical lines using robust satellite-based techniques	15
Quantitative analysis method for infrared characterization of coal damage under load based on image enhancement and pixel extraction	15
Study on the cumulative effect of drip irrigation on the stability of loess slopes	15
Wildfire probability models calibrated using past human and lightning ignition patterns can inform mitigation of post-fire hydrologic hazards	14
Earthquake induced liquefaction hazard analysis for Chittagong City using machine learning	14
Discrete element analysis of deformation features of slope controlled by karst fissures under the mining effect: a case study of Pusa landslide, China	14
Reconstructing the 1968 River Chew flash flood: merging a HEC-RAS 2D hydraulic modelling approach with historical evidence	14
Combination four different ensemble algorithms with the generalized linear model (GLM) for predicting forest fire susceptibility	14
Integrating InSAR, ICA, and geophysical models to decipher the kinematics of Huangtupo landslide	14
Comparative analysis of estimation of slope-length gradient (LS) factor for entire Afghanistan	14
The corresponding countermeasures of landslide risk control under influence of climate change in China	14
Multi-hazard mapping of droughts and forest fires using a multi-layer hazards approach with machine learning algorithms	14
Coupled model for susceptibility mapping of hydro-fluctuation belt rock degradation in the Jinsha River reservoirs	13
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	13
Deformation mechanism and control technology of gob-side roadway with continuous mining and continuous backfilling: a case study	13
Semi-automated template matching and machine-learning based analysis of the August 2020 Castelsaraceno microearthquake sequence (southern Italy)	13
Recurrent neural network-based seismic slope displacement hazard assessment considering the effects of slope aspects	13
Enhancing landslide-scale rainfall threshold predictive modeling for rainfall-induced red-bed soft rock landslide occurrence using a stock-taking approach	13
Evaluating the double-kernel smoothing technique of blending TRMM and gauge data to identify flood events in the Xiangjiang River Basin, China	13
Seismic hazard analysis of Silchar city located in North East India	13
Weibo public opinion analysis of emergencies using lexicon-based and deep learning approaches: a case study of the 12.18 Jishishan Seismic Event	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	13
Optimization of TBM tunnelling efficiency based on stacking ensemble learning	13
The effect of GNSS reference station number on determining crustal deformations: a case study for October 23, 2011, Mw 7.1 Van earthquake	13
Accuracy assessment of land surface temperature retrievals from remote sensing imagery: pixel-based, single and multi-channel methods	13
Analysis of embankment failure mechanism in reservoirs due to rainfall infiltration during heavy rainfall	13
Investigating a three-dimensional convolution recognition model for acoustic emission signal analysis during uniaxial compression failure of coal	13
Simulation research on the temperature distribution and smoke control in tunnel fires under a water curtain system	13
Damage features and dynamic triggering mechanism of the Jianshanying landslide induced by underground mining in Shuicheng County, Guizhou Province, China	12
Instability mechanism of composite structure involved coal pillar and key strata induced by multi-face mining	12
Condition monitoring of heterogeneous landslide deformation in spatio-temporal domain using advanced graph attention network	12
Flood detection and mapping through multi-resolution sensor fusion: integrating UAV optical imagery and satellite SAR data	12
Fine-scale multi-temporal and spatial analysis of agricultural drought in agro-ecological regions of Zimbabwe	12
Present-day crustal deformation based on GPS measurements in southeastern Tibetan Plateau: implications for geodynamics and earthquake hazard	12
Towards urban flood susceptibility mapping using data-driven models in Berlin, Germany	12
Quantitative multi-hazard risk assessment to buildings in the Jiuzhaigou valley, a world natural heritage site in Western China	12
Site response measurements and implications to soil liquefaction potential using microtremor H/V in Greater Metro Manila, Philippines	12
Dynamic triggering mechanism of the Pusa mining-induced landslide in Nayong County, Guizhou Province, China	11
Enhancing dragline operations supervision through computer vision: real time height measurement of dragline spoil piles dump using YOLO	11
Forest fire susceptibility assessment using google earth engine in Gangwon-do, Republic of Korea	11
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	11
A multi-source landslide early warning model based on dynamic monitoring data and the SAAHP-FCE method	11
Projected dryness/wetness pattern and influence factors in China under the CMIP6 scenarios for 2021–2100	11
Landslide susceptibility mapping in the Adwa Volcanic Mountain Plugs, Northern Ethiopia: a comparative analysis of frequency ratio and analytical hierarchy process methods	11
Shoreline position trends in the Niger Delta: analyzing spatial and temporal changes through Sentinel-1 SAR imagery	11
Based on the improved SCGM(1,1)c and WIV rainfall landslide susceptible area prediction model	11

Flood susceptibility mapping in the Nyabarongo Catchment, Rwanda, based on data analysis and modeling	11
Urban hazards caused by ground deformation and building subsidence over fossil lake beds: a study from Taipei City	11
An improvement velocity inverse method for predicting the slope imminent failure time	11
Fault complexity degree in a coal mine and the implications for risk assessment of floor water inrush	11
Determining of gully erosion susceptibility based on UAV and machine learning in Loess Plateau	11
Simulation of landslide dam failure due to overtopping considering vertical soil particles distribution	11
Integrated assessment of geophysical and social vulnerability to natural hazards in North-East Region, Romania	11
Impact of high-resolution settlement data on flood exposure: a comparative analysis of flood hazard and exposure in the Gin River Basin, Sri Lanka	11
A prediction model for surface deformation caused by underground mining based on spatio-temporal associations	10
Reappraisal of the 2012 magnitude (M W ) 6.7 Negros Oriental (Philippines) earthquake intensity and ShakeMap generation by using ESI-2007 environmental effects	10
GIS-based landslide susceptibility assessment using a random forest model: a case study of Ganzi and Aba, China	10
Risk assessment of gently inclined mudstone bedding slope incorporating monitoring information	10
An ensemble deep-learning framework for landslide susceptibility assessment using multiple blocks: a case study of Wenchuan area, China	10
An approach for real-time monitoring of hydrological risk hotspots during extreme rainfall events	10
Risk assessment of rainstorm disasters in the Guangdong–Hong Kong–Macao greater Bay area of China during 1990–2018	10
Quantitative assessment method of typhoon-induced photovoltaic damage and energy production losses: a case study of the 2024 Typhoon Yagi	10
A low-cost IoT-based deep learning method of water gauge measurement for flood monitoring	10
Optimized landslide susceptibility prediction based on SBAS-InSAR: case study of the Jiuzhaigou Ms7.0 earthquake	10
A novel voting ensemble model empowered by metaheuristic feature selection for accurate flash flood susceptibility mapping	10
Potential erosion and sedimentation based on land use change by using cellular automata-artificial neural network	10
Seismic potential in the southeastern margin of Bayanhar block after 2017 Jiuzhaigou earthquake, China – insight from stress evolution and earthquake probability estimation	10
Study on fault slip dynamic response and rock burst potential under the influence of different horizontal stresses	10
Assessment of the impacts of rapid Marine Heatwaves and cumulative thermal stress on cold-water upwelling coral refugia	10
Evaluating the dynamic response and failure process of a rock slope under pulse-like ground motions	10
Multi-disciplinary investigation for detection, characterisation and monitoring of contamination from a solid waste illegal dumpsite, Peshawar, NW Pakistan	10