Geomatics Natural Hazards & Risk

Article	Citations
Climatic characteristics of hourly extreme precipitation during the warm season in Chongqing	134
Multi-hazard direct economic loss risk assessment on the Tibet Plateau	99
Enhancing flood peak simulation in data-scarce mountain river basins: the CRFMODEL framework	87
Real-time flash flood forecasting approach for development of early warning systems: integrated hydrological and meteorological application	84
Development and evaluation of a rip current forecasting system for channel-type rip currents on a low-energy headland beach	78
Proposing a new integration system: Tolerance Merged Collocation comparative to Modified and Scaled Triple Collocation and weighting scheme to integrate four indices	78
Retrospective estimation of earthquake magnitude based on a self-optimized bayesian BiLSTM with attention mechanism	67
Sustainable crop recommendation system using seasonally adaptive recursive spectral convolutional neural network for responsible agricultural production	65
Mechanism of seismic-collapsed loess landslides induced by the M s 6.2 earth	65
Designing flash flood control measures for urban areas using the Monte Carlo water flow simulation	55
Multi-geohazard susceptibility assessment and influencing factors in Zhejiang Province, China: a machine learning approach	55
Wildfire risk management across diverse bioregions in a changing climate	52
The locust plagues of the Ming Dynasty in Shandong Province, China	50
Mechanism of fault activation and water-conducting disasters induced by mining activities	50
Experimental study on revealing the mechanism of rockburst prevention by drilling pressure relief: status-of-the-art and prospects	48
Increasing population exposed to both seismicity and flooding in low-income countries	46
Ecological vulnerability assessment and control factor analysis based on vegetation productivity in Yinshanbeilu of Inner Mongolia	46
Creep behaviour of sandstone under different water conditions and its response to varying impact energy	46
Inventory and GLOF susceptibility of glacial lakes in Chenab basin, Western Himalaya	42
An integrated approach based landslide susceptibility mapping: case of Muzaffarabad region, Pakistan	42
Landslide susceptibility assessment and attribution analysis in Yunnan Province based on weighted information value-logistic regression model	42
Improving landslide susceptibility mapping with skeleton elastic storage coefficient and spatial learning models	41
Influence of 3D joint roughness on fracture behaviours of rock mass subjected to compression	39
Exploring and analyzing disaster coupling characteristics at the regional scale: evidence from Hubei Province	38
Unsupervised machine learning with different sampling strategies and topographic factors for distinguishing between landslide source and runout areas to improve landslide inventory production	37

A side-sampling based Linformer model for landslide susceptibility assessment: a case study of the railways in China	35
Three-dimensional simulations of rockfalls in Ischia, Southern Italy, and preliminary susceptibility zonation	35
High-wind weighted machine learning for multi-constellation and multi-polarization GNSS-R wind speed retrievals from the Tianmu-1 mission	35
Mudslide susceptibility assessment based on a two-channel residual network	35
Integrated geomatics for seamless coastal mapping: a vulnerable coastline in the central Adriatic Sea	35
Floor heave mechanism in water-rich soft rock roadways and a DS-IBA control approach	34
Carbon storage prediction and its dominant factors in the Yellow River Delta under the combined action of natural and artificial factors	32
High synchronized drought risk in a multi-source water transfer project: a copula-EEMD assessment for the eastern route of the south-to-north water diversion project	31
Cross-domain coseismic landslide segmentation: local boundary enhancement & global pixel contrastive learning	31
Insights into spatial differential characteristics of landslide susceptibility from sub-region to whole-region cased by northeast Chongqing, China	30
Development of hybrid machine learning and deep learning techniques for sea level rise projection in Dubai	29
Research on the evolution model and characteristics of natural disaster chains in Northwest China	29
Multi-source information fusion technology for risk assessment of water inrush from coal floor karst aquifer	29
Assessing environmental and anthropogenic drivers for the occurrence and extent of fires in high Andean Grasslands	29
Mapping the future risk of fire blight: predicting Erwinia amylovora distribution under climate change scenarios	29
An interpretable model for landslide susceptibility assessment based on Optuna hyperparameter optimization and Random Forest	28
Study of seismic activity in the Haiyuan-Liupanshan region using automated microseismic detection techniques	27
Uni-temporal Sentinel-2 imagery for wildfire detection using deep learning semantic segmentation models	27
Land subsidence investigation of the steeply dipping coal seams in the Urumqi coalfield, China, using MT-InSAR technology based on the deformation model analysis	27
Optimized intermittent MT-InSAR methodology for landslide monitoring in low-coherence region with complex terrains: gilgit-baltistan case study	26
Coupling coordination analysis of industrial mining land, landscape pattern and carbon storage in a mining city: a case study of Ordos, China	26
Aggregated flood susceptibility mapping in Upper Chao Phraya River Basin using Shannon’s Entropy, Machine Learning, and Stacking ensemble methods	26
Machine learning and SHAP-based susceptibility assessment of storm flood in rapidly urbanizing areas: a case study of Shenzhen, China	25
Characteristics, causes and significance of subsurface stress field of Beijing earth fissures group	24
Land subsidence monitoring and analysis in Qingdao, China using time series InSAR combining PS and DS	24
Evaluating hybrid and machine learning models for landslide susceptibility mapping in a high-risk region of the Western Ghats, India	23
Vents opening susceptibility map of the Colli Albani long dormant volcano	23
Research on earthquake disaster risk based on the anti-lethal levels of buildings at the township level: a case study in Suqian, China	23
The influence of saturation and loading angle on sandstone damage characteristics after freeze-thaw cycle	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 comprehensive review on application of drone, virtual reality and augmented reality with their application in dragline excavation monitoring in surface mines	22
Multi-parameters monitoring of geological disasters around the Taihang Mountains-Yanshan area, Hebei Province	22
The earthquake probabilities of the Liupanshan fault zone based on the Coulomb stress and friction constitutive law	22
DNN model reveals sharp decline in PM 2.5 concentration in the Yangtze River Delta during COVID-19 lockdown and lift lockdown	22
Drought damage sensitivity assessment under continuous drought using a crop transpiration drought index and a three-phase disaster loss curve	21
A multidimensional approach to cyclone risk assessment: integrating GIS and Fuzzy-AHP data in coastal Odisha, India	21
Overall-slow and dissipative rupture during the 2025 M W 7.1 Dingri, China earthquake	21
Spatio-temporal evolution of population mobility differentiation patterns in a pandemic context: based on a network perspective	21
Assessing the relationship between contributing factors and sinkhole occurrence in Mexico City	21
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
Spatial interpolation of water quality index based on Ordinary kriging and Universal kriging	21
Quantifying the cooling effect of green spaces on urban heat island effect	21
A multi-layer deep learning framework for joint extraction of geological disaster entities and relations	20
Spatiotemporal dynamics and attribution of meteorological-hydrological drought propagation in the central section of the northern Tianshan Mountains	20
Rainfall thresholds of debris flows based on varying rainfall intensity types in the mountain areas of Beijing	20
Tremor burst and triggering processes in Cascadia after the 2022 Hunga Tonga-Hunga Ha’apai volcanic eruption	20
Enhancing flood susceptibility mapping in Meghna River basin by introducing ensemble Naive Bayes with stacking algorithms	20
Multi-hazard, multidimensional disaster risk validation in selangor’s three urban districts, Malaysia	20
A spatially explicit containment modelling approach for escaped wildfires in a Mediterranean climate using machine learning	20
Modeling rainfall input variability for flash floods in Portugal: the influence of predisposing factors	20

Application of the Korla volumetric strain to explore the triggering effects of tidal stress on tidal deformation before earthquakes	20
Understanding cross-regional mutual influence mechanisms driven by polder drainage capacity changes in plain river network areas	19
Regional differences in the impact of climate extremes on future global rice yield variability	19
Assessment of flooding and drought disaster risk in Henan, China by a multiscale approach	19
Synergistic use of SAR satellites with deep learning model interpolation for investigating of active landslides in Cuenca, Ecuador	19
Multi-scale drought variability over West Africa and the associated large-scale circulation patterns	19
Beyond boundaries: AI-optimized global landslide susceptibility mapping	19
A study for local disturbances of ionospheric TEC prior to strong earthquakes	19
Catastrophic multi-phase mass flow from temperate glacier catchments in Southeast Tibetan Plateau	19
Research on failure mechanism and support technology of fractured rock mass in an undersea gold mine	18
Prediction analysis of landslide displacement trajectory based on the gradient descent method with multisource remote sensing observations	18
Ensemble learning landslide susceptibility assessment with optimized non-landslide samples selection	18
Extreme climate and human activities contribute to low-frequency, large-scale catastrophic debris flow: a case study in the Heishui Gully	18
Morphometric and morphostructural analysis as a modeling tool in mass movement scenarios (Bucaramanga, Colombia)	18
An identification method of potential landslide zones using InSAR data and landslide susceptibility	18
Assessment of soil erosion and sediment delivery ratio in the Arghandab Catchment, Kandahar Province, Afghanistan by using GIS-based RUSLE method	18
GIS-based optimization framework for shelter site selection and population allocation under multi-hazard scenarios	17
Self-enhancement of cold disasters in the Taiwan Strait: the role of transient air–sea interactions	17
Ensemble intelligence for urban resilience: flood susceptibility modeling in Mumbai using advanced machine learning	17
Integrated use of Sentinel-1 and Sentinel-2 data and open-source machine learning algorithms for burnt and unburnt scars	17
Nonlinear spatiotemporal and evolution characteristics of extreme precipitation during the Mei-yu period based on a state transition network	17
LS-FPSAM: a SAM-based frequency-prompt model for coseismic landslide detection	17
Spatiotemporal trends of compound extremes and their impacts in Southeast Asia from 1983 to 2022	17
Spatiotemporal response of vegetation productivity to coseismic landslides: a case study of NPP dynamics following the 2014 Ludian earthquake, China	17
Quantifying the spatiotemporal evolution of NDVI and Its response to driving factors based on the geographical detector model in the Northwest China	17
Evaluating the performance of species distribution models Biomod2 and MaxEnt in forest grassland fire prediction: an example from Sichuan Province, China	17
Reconstruction of the July 12, 2022, flash flood event in Southwest China: integrating emergency management analysis with hydrological modeling	17
Village geohazard resilience assessment based on contribution weight superposition and Shannon entropy method- a case study in Dechang County, China	16
A systematic literature review of digital elevation models and hydrological models integration for advanced flood risk management	16
Glacial lake outburst flood risk assessment of a rapidly expanding glacial lake in the Ladakh region of Western Himalaya, using hydrodynamic modeling	16
Research on influential factors of crack propagation depth of unsaturated residual soils under short-term variations in external air pressure	16
A new multivariate agricultural drought composite index based on random forest algorithm and remote sensing data developed for Sahelian agrosystems	16
Enhancing land use planning through integrating landscape analysis and flood inundation prediction Bekasi City’s in 2030	16
Climatic impacts on spring disappearance in the Indian Himalayas	16
Tracking surface and subsurface deformation associated with groundwater dynamics following the 2019 Mirpur earthquake	16
Flood susceptibility mapping using supervised machine learning models: insights into predictors’ significance and models’ performance	16
Water-sand inrush risk assessment method of sandy dolomite tunnel and its application in the Chenaju tunnel, southwest of China	16
An extreme forecast index-driven runoff prediction approach using stacking ensemble learning	16
Interpretable salinization estimation model for Dongying City based on integrated multi-dimensional spectral indices with XGBoost-driven transformations	16
Construction stability and reinforcement technology for the super-large rectangular pipe-jacking tunnel passing beneath the operational high-speed railway in composite stratum	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
Earthquake landslide detection method combining post-earthquake coherence increase and polarized vegetation damage	15
Quantitative analysis method for infrared characterization of coal damage under load based on image enhancement and pixel extraction	15
Comprehensive typhoon hazard zoning in China based on historical records	15
A novel InSAR-based workflow for DEM-driven slope modeling and risk prediction	15
Spatial prediction of the geological hazard vulnerability of mountain road network using machine learning algorithms	15
Detecting small-scale landslides along electrical lines using robust satellite-based techniques	15
Earthquake event knowledge graph construction and reasoning	15
Dynahead-YOLO-Otsu: an efficient DCNN-based landslide semantic segmentation method using remote sensing images	15
Reconstructing the 1968 River Chew flash flood: merging a HEC-RAS 2D hydraulic modelling approach with historical evidence	14
A comparative assessment of supervised models for landslide susceptibility mapping: a case study of Qiongzhong county, Hainan Island, China	14
Fracture and control technology of hard and thick rock in mining engineering	14
Integrating InSAR, ICA, and geophysical models to decipher the kinematics of Huangtupo landslide	14
Scientific mapping of policy and governance dimensions in technological disaster risk mitigation: a bibliometric analysis	14
Dynamic monitoring of grassland land cover types of Inner Mongolia 1990–2023 and testing the causal relationship between meteorological data and grassland area	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
Lightning fatalities and its correlation with social variables in Northwestern Mexico	13
Comparative analysis of estimation of slope-length gradient (LS) factor for entire Afghanistan	13
Land surface temperature, tropospheric and ionospheric anomalies analysis and implementation of a co-seismic PWV digital twin for the February 6, 2023 Turkey earthquake	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
Combination four different ensemble algorithms with the generalized linear model (GLM) for predicting forest fire susceptibility	13
Temperature forecasting and derivatives pricing in the Yangtze River economic belt of China	13
Characterising the high spatial heterogeneity of urban flood resilience under extreme rainfall using mobile signal data	13
The corresponding countermeasures of landslide risk control under influence of climate change in China	13
Regional landslide parameter constraint and uncertainty quantification on the Qinghai-Tibet Plateau using a geographically-enabled bayesian framework and paleo-landslide data	13
Slope stability prediction based on the combination of deep kernel learning and gaussian process	13
Multi-hazard mapping of droughts and forest fires using a multi-layer hazards approach with machine learning algorithms	13
Study on the cumulative effect of drip irrigation on the stability of loess slopes	13
A reproducible regime-aware unsupervised framework to reduce flood-pulse confounding in wetland disturbance monitoring: Pantanal (2020–2025)	12
Evaluating the double-kernel smoothing technique of blending TRMM and gauge data to identify flood events in the Xiangjiang River Basin, China	12
Causal attention-based water depth estimation for complex flooding scenes in social media images	12
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	12
Coupled model for susceptibility mapping of hydro-fluctuation belt rock degradation in the Jinsha River reservoirs	12
Analysis of embankment failure mechanism in reservoirs due to rainfall infiltration during heavy rainfall	12
Semi-automated template matching and machine-learning based analysis of the August 2020 Castelsaraceno microearthquake sequence (southern Italy)	12
Accuracy assessment of land surface temperature retrievals from remote sensing imagery: pixel-based, single and multi-channel methods	12
Recurrent neural network-based seismic slope displacement hazard assessment considering the effects of slope aspects	12
Exploring climate–ecological driving mechanisms of vegetation change in central asia: a hierarchical assessment framework based on trend tests, multiple regression, and structural equation modeling	12
Landslide susceptibility assessment under future seismic and precipitation scenarios: a case study of the 2014 Mw 6.2 Ludian earthquake zone, Yunnan, China	12

Deformation mechanism and control technology of gob-side roadway with continuous mining and continuous backfilling: a case study	12
Investigating a three-dimensional convolution recognition model for acoustic emission signal analysis during uniaxial compression failure of coal	12
The effect of GNSS reference station number on determining crustal deformations: a case study for October 23, 2011, Mw 7.1 Van earthquake	12
Flood detection and mapping through multi-resolution sensor fusion: integrating UAV optical imagery and satellite SAR data	12
Quantifying flash flood inundation and assessing damage using satellite earth observations: the case of 2022 flash flood in Bangladesh	11
Enhancing landslide-scale rainfall threshold predictive modeling for rainfall-induced red-bed soft rock landslide occurrence using a stock-taking approach	11
Seismic hazard analysis of Silchar city located in North East India	11
Site response measurements and implications to soil liquefaction potential using microtremor H/V in Greater Metro Manila, Philippines	11
A multi-source landslide early warning model based on dynamic monitoring data and the SAAHP-FCE method	11
Damage features and dynamic triggering mechanism of the Jianshanying landslide induced by underground mining in Shuicheng County, Guizhou Province, China	11
Optimization of TBM tunnelling efficiency based on stacking ensemble learning	11
Weibo public opinion analysis of emergencies using lexicon-based and deep learning approaches: a case study of the 12.18 Jishishan Seismic Event	11
Construction and application of an industrial explosion eventic graph for emergency decision support	11
Unveiling coastal urban road settlement issues from InSAR monitoring and time-series forecasting: insights from Zhuhai, China	11
Instability mechanism of composite structure involved coal pillar and key strata induced by multi-face mining	11
Simulation research on the temperature distribution and smoke control in tunnel fires under a water curtain system	11
Fault complexity degree in a coal mine and the implications for risk assessment of floor water inrush	11
Exploring the aridity risk in agricultural lands of southwest Spain: the Extremadura region	11
Towards urban flood susceptibility mapping using data-driven models in Berlin, Germany	11
An improvement velocity inverse method for predicting the slope imminent failure time	10
Perceived earthquake knowledge, awareness, and preparedness in a seismic risk–prone city of Bangladesh	10
Urban hazards caused by ground deformation and building subsidence over fossil lake beds: a study from Taipei City	10
Condition monitoring of heterogeneous landslide deformation in spatio-temporal domain using advanced graph attention network	10
Present-day crustal deformation based on GPS measurements in southeastern Tibetan Plateau: implications for geodynamics and earthquake hazard	10
Shoreline position trends in the Niger Delta: analyzing spatial and temporal changes through Sentinel-1 SAR imagery	10
Simulation of landslide dam failure due to overtopping considering vertical soil particles distribution	10
DALi-CGAN: domain adaptive LiDAR-based conditional generative adversarial network for earthquake damage assessment	10
Max-stable process framework for intensity‒duration‒frequency analysis and climate projections in monsoon Bangladesh	10
Changes in land, ocean, atmospheric parameters associated with the 2025 Myanmar (Mw 7.7) earthquake	10
Evaluating the impact of land use/land cover and rainfall changes on regional soil erosion	10
Quantitative assessment method of typhoon-induced photovoltaic damage and energy production losses: a case study of the 2024 Typhoon Yagi	10
Characteristics of human-induced forest fires in China by integrating information from court sentencing records and multiple geospatial data	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
Projected dryness/wetness pattern and influence factors in China under the CMIP6 scenarios for 2021–2100	10
Enhancing dragline operations supervision through computer vision: real time height measurement of dragline spoil piles dump using YOLO	10
Integrated assessment of geophysical and social vulnerability to natural hazards in North-East Region, Romania	10
Impacts of urbanization on temperatures and agricultural drought in Africa based on Urban Heat Drought Index from 2000 to 2023	10
A hybrid deep learning approach for highway landslide susceptibility assessment based on InSAR data	10
Determining of gully erosion susceptibility based on UAV and machine learning in Loess Plateau	10
Landslide susceptibility mapping in the Adwa Volcanic Mountain Plugs, Northern Ethiopia: a comparative analysis of frequency ratio and analytical hierarchy process methods	10
Optimum parametrization of the soil conservation service (SCS) method for simulating the hydrological response in arid basins	9
An approach for real-time monitoring of hydrological risk hotspots during extreme rainfall events	9
Potential erosion and sedimentation based on land use change by using cellular automata-artificial neural network	9
A novel data source for human-caused wildfires in China: extracting information from judgment documents	9
Risk assessment of gently inclined mudstone bedding slope incorporating monitoring information	9
Optimized landslide susceptibility prediction based on SBAS-InSAR: case study of the Jiuzhaigou Ms7.0 earthquake	9
GIS-based landslide susceptibility assessment using a random forest model: a case study of Ganzi and Aba, China	9
Multi-disciplinary investigation for detection, characterisation and monitoring of contamination from a solid waste illegal dumpsite, Peshawar, NW Pakistan	9
Seismic potential in the southeastern margin of Bayanhar block after 2017 Jiuzhaigou earthquake, China – insight from stress evolution and earthquake probability estimation	9
Reappraisal of the 2012 magnitude (M W ) 6.7 Negros Oriental (Philippines) earthquake intensity and ShakeMap generation by using ESI-2007 environmental effects	9
Based on the improved SCGM(1,1)c and WIV rainfall landslide susceptible area prediction model	9
Landslide susceptibility mapping using ensemble learning integrating climate and seismic factors along the CPEC	9
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	9