Stochastic Environmental Research and Risk Assessment

Article	Citations
Evaluating extreme precipitation in gridded datasets with a novel station database in Morocco	103
A review in stability of stochastic prey–predator models	93
Quantifying the weekly cycle effect of air pollution in cities of China	78
Enhancing bed load prediction accuracy through advanced multi-parameter analysis: a new temperature-sensitive approach validated across 783 river measurements	72
Semi-supervised deep learning based on label propagation algorithm for debris flow susceptibility assessment in few-label scenarios	69
Modelling multidecadal variability in flood frequency using the Two-Component Extreme Value distribution	60
Spatio-temporal predictive coding for weather forecasting and Governance: a plug-and-play module for causal discovery and data augmentation	56
The effect of different soil databases on parameter and prediction uncertainty quantification for hydrological modelling	53
Determining the percentile threshold of daily extreme precipitation, methods evaluation	50
Empirical mode decomposition for improved radar wind estimation during rainy conditions	46
Multivariate stochastic Vasicek diffusion process: computational estimation and application to the analysis of $$CO_2$$ and $$N_2O$$ concentrations	44
Coupled hydrogeophysical inversion through ensemble smoother with multiple data assimilation and convolutional neural network for contaminant plume reconstruction	44
Assessing climate change risks using multi-criteria decision-making (MCDM) techniques in Raichur Taluk, Karnataka, India	41
Assessment of loss of life caused by dam failure based on fuzzy theory and hybrid random forest model	40
A new interpretable prediction framework for step-like landslide displacement	39
A conditional machine learning classification approach for spatio-temporal risk assessment of crime data	38
Peaks-over-threshold based regional flood frequency analysis models based on ordinary kriging: a case study for Eastern Australia	37
Drought risk assessment for agriculture in Afghanistan	36
Multifractal characterization of meteorological droughts in Türkiye’s mediterranean region using visibility graph approaches	36
Multi-model integration framework for monthly runoff prediction based on variational mode decomposition (VMD) and trend-based modeling	35
WaveTransTimesNet: an enhanced deep learning monthly runoff prediction model based on wavelet transform and transformer architecture	33
Modeling and predicting mean indoor radon concentrations in Austria by generalized additive mixed models	33
Assessing machine learning and Physics-Informed models for Multi-Lead time sea surface temperature prediction in the Arabian sea	33
A spatially-coherent attribution framework for interpreting black-box tropical cyclone intensity forecasts	32
Hydrometeorological-modeling-based analysis and risk assessment of a torrential rainfall flash flood in a data deficient area in Wenchuan County, Sichuan Province, China	32

Simulation of earthquake ground motion via stochastic finite-fault modeling considering the effect of rupture velocity	31
Nitrate pollution source apportionment and uncertainty analysis in typical water diversion source area based on nitrogen and oxygen isotopes and the mixsiar modeling	31
Novel MCDA methods for flood hazard mapping: a case study in Hamadan, Iran	31
Master equation model for solute transport in river basins: part I channel fluvial scale	31
A multi-type branching process model for epidemics with application to COVID-19	30
LSTM-CM: a hybrid approach for natural drought prediction based on deep learning and climate models	30
A new promoted Surface Water Supply Index for multi-faceted drought assessment	30
A Bayesian spatio-temporal model for cluster detection: identifying HPV suboptimal vaccine coverage	30
Modeling memory-enhanced stochastic suspended sediment transport with fractional Brownian motion in time-persistent turbulent flow	29
Spatio-temporal variation of hydro-climatic variables and extreme indices over Iran based on reanalysis data	29
Spatiotemporal data science: theoretical advances and applications	27
Forecasting short- and medium-term streamflow using stacked ensemble models and different meta-learners	27
Predictive modeling of water quality index (WQI) classes in Indian rivers: Insights from the application of multiple Machine Learning (ML) models on a decennial dataset	26
Early prediction of forest fire events integrating multi-sensor datasets and machine learning techniques	26
A method to characterize climate, Earth or environmental vector random processes	26
Predicting saturated hydraulic conductivity from particle size distributions using machine learning	26
Time–frequency characterization of seasonal temperature in India and teleconnection of temperature with atmospheric oscillation indices	25
Developing an earthquake damaged-based multi-severity casualty method by using Monte Carlo simulation and fuzzy logic; case study: Mosha fault seismic scenario, Tehran, Iran	24
Upscaling of Se(IV) sorption coefficients with hierarchical mineral characterization in multi-scale fractured granite	24
A nature-inspired and noise-assisted feature extraction integrating spatiotemporal attention-based sequence2sequence for multivariate wind speed prediction	24
Classification of groundwater source protection areas in heterogeneous aquifers in plain areas based on Monte Carlo method	24
Comparison of meteorological, hydrological and agricultural droughts for developing a composite drought index over semi-arid Banas River Basin of India	24
Atmospheric dynamics and health implications of air pollutants in an industrial mediterranean environment: case of Ghannouch, Tunisia	23
Landslide susceptibility assessment for the Darjeeling Toy Train route: a GIS and machine learning approach	23
An ensemble learning strategy for spatiotemporal drought assessment through the fusion of multi-satellite and atmospheric reanalysis precipitation products	23
Inferring causal associations in hydrological systems: a comparison of methods	23
Groundwater quality evaluation using hybrid model of the multi-layer perceptron combined with neural-evolutionary regression techniques: case study of Shiraz plain	23
Comparative evaluation of performances of algae indices, pixel- and object-based machine learning algorithms in mapping floating algal blooms using Sentinel-2 imagery	23
Endogeneity and other problems in curvilinear income-waste response function estimations	23
Gradient free stochastic training of ANNs, with local approximation in partitions	23
River discharge prediction using wavelet-based artificial neural network and long short-term memory models: a case study of Teesta River Basin, India	23
Stochastic assessment of groundwater PFAS concentrations in North-Eastern Italy	23
Integration of rotation forest and multiboost ensemble methods with forest by penalizing attributes for spatial prediction of landslide susceptible areas	23
Multi-temporal analysis of runoff evolution in the Poyang lake basin during 1953–2022	23
Letter to the editor	23
Direct scaling analysis of roughness bed formations in laboratory experiments	22
Enhanced forest fire susceptibility mapping by integrating feature selection genetic algorithm and bagging-based support vector machine with artificial neural networks	22
Traffic flows time series in a flood-prone area: modeling and clustering on extreme values with a spatial constraint	22
Modeling stochastic porous media using gradient normalization based generative adversarial network	21
Development of adaptive standardized precipitation index and its application in the Tibet Plateau region	21
An integrated regionalization framework for incorporating flood seasonality into agricultural flood risk assessments	21
Spatio-temporal stochastic differential equations for crime incidence modeling	21
Advancing parameter uncertainty quantification in hydrology models through integration of variational inference with a differentiable hydrology framework	21
Comparative analysis of machine learning techniques for estimating groundwater deuterium and oxygen-18 isotopes	20
Influence of large-scale climate signals on the precipitation variability over Iran	20
Mixture copula parameter estimation with metaheuristic algorithms, comparative study under hydrological context	20
Clustering of temporal profiles in US climate change data using logistic mixture of spatial multivariate linear models	20
Early warning of urban heavy metal pollution based on PMF- MeteoInfo model combined with physicochemical properties of dust	20
Quantifying the causal effects of large-scale climate indices on basin-scale meteorological drought using transfer entropy: a case study of the yellow river basin	20
Evaluating the land-sea coordination in Chinese coastal cities from an integrated and water eco-environmental perspective	20

SWAT based analysis of multiple GCM models for predicting the long-term effects on various hydrometeorological components of a dam-to-dam river basin	20
Utilizing non-stationary extreme value model to quantify extreme rainfall in two major cities in Bangladesh	20
Optimizing groundwater potential assessment: uncertainty reduction through sample balancing and enhanced hybrid modeling	20
Landslide displacement prediction based on spatio-temporal association rule mining between target case and similar cases	20
Blind recovery of sources for multivariate space-time random fields	20
Spatio-temporal analysis of wave power around the Korean Peninsula	20
Evaluation of eco-environmental quality and analysis of driving forces in the yellow river delta based on improved remote sensing ecological indices	19
Application of stochastic storm transposition for hydrologic modeling in the mountainous western US	19
Enhanced spatial modeling on linear networks using Gaussian Whittle-Matérn fields	19
Integrating fuzzy logic and land use dynamics to delineate urban heat island formation zones and assess land surface temperature changes over three decades: a case study of Asir region, Saudi Arabia	19
Multivariate motion patterns and applications to rainfall radar data	19
Application of hybrid conceptual-statistical model to estimate streamflow with consideration of groundwater variation	19
A novel semi data dimension reduction type weighting scheme of the multi-model ensemble for accurate assessment of twenty-first century drought	19
Characterization, sources and risk assessment of organochlorine pesticides (OCPs), organophosphorus pesticides (OPPs) and polycyclic aromatic hydrocarbons (PAHs) in agricultural soils from Jilin Provi	19
Pirplo: a single-run method for calibrating wildland fire simulations like statistical models	19
Large-scale precipitation monitoring network re-design using ground and satellite datasets: coupled application of geostatistics and meta-heuristic optimization algorithms	19
Real-time flood forecasting based on a general dynamic neural network framework	18
The future water vulnerability assessment of the Seoul metropolitan area using a hybrid framework composed of physically-based and deep-learning-based hydrologic models	18
Modeling and forecasting atmospheric Carbon Dioxide concentrations at Bengaluru city in India	18
How global warming data are modeled via some novel mathematical programming scenarios in distributed lag model?	18
Modeling the contribution of Nitrogen Dioxide, Vertical pressure velocity and PM2.5 to COVID-19 fatalities	18
A Bayesian network approach for understanding the role of large-scale and local hydro-meteorological variables as drivers of basin-scale rainfall and streamflow	18
Analysing and predicting the fine-scale distribution of traffic particulate matter in urban nonmotorized lanes by using wavelet transform and random forest methods	17
Deciphering the dynamic interplay of air pollution and climate change on pulmonary tuberculosis: a data-driven analysis	17
Letter to the editor	17
Moderation effects and elasticities in compositional regression with a total. Application to bayesian spatiotemporal modelling of all-cause mortality from environmental stressors	17
Enhanced monthly streamflow prediction using an input–output bi-decomposition data driven model considering meteorological and climate information	17
Influence of solar activity and large-scale climate phenomena on extreme precipitation events in the Yangtze River Economic Belt	17
Modeling non-stationarity in significant wave height over the Northern Indian Ocean	16
Contaminant source identification in an aquifer using a Bayesian framework with arbitrary polynomial chaos expansion	16
Discharge coefficient estimation of modified semi-cylindrical weirs using machine learning approaches	16
Modified stochastic finite-fault modelling based on the rupture process: a case study of the 2013 Mw 6.7 Lushan earthquake in China	16
Prioritization of watersheds based on a picture fuzzy analytic hierarchy process and linear assignment model	16
Machine learning and automatic ARIMA/Prophet models-based forecasting of COVID-19: methodology, evaluation, and case study in SAARC countries	16
Renewable energy, economic freedom and economic policy uncertainty: New evidence from a dynamic panel threshold analysis for the G-7 and BRIC countries	16
A quantitative analysis of research trends in flood hazard assessment	16
Deep learning models for multi-step prediction of water levels incorporating meteorological variables and historical data	16
Stochastic modeling of geological domains using a truncated Gaussian collocated co-simulation approach	16
Assessment of future changes in drought characteristics through stochastic downscaling and CMIP6 over South Korea	16
Space-time blind source separation and linear coregionalization modeling: a critical comparison	15
Comparison of on-site versus NOAA’s extreme precipitation intensity-duration-frequency estimates for six forest headwater catchments across the continental United States	15
Models of bed-load transport across scales: turbulence signature from grain motion to sediment flux	15
Bayesian estimation of a dynamic stochastic general equilibrium model with health disaster risk	15
A new approach to modeling pre-symptomatic incidence and transmission time of imported COVID-19 cases evolving with SARS-CoV-2 variants	15
Improving the intensity forecast of tropical cyclones over the Bay of Bengal using spatial attention-based convolutional LSTM network	15
A novel procedure for monitoring temperature characteristics using multiple climate projections	15
SoilQuadNet: proportion based RGB-priority fusion with spatial feature attention encoded functional network for soil type classification	15
Case-based risk analysis model for rainstorm inundation in metro systems based on a bayesian network	15
Estimation of model parameters and simulation of earthquake ground motion by stochastic finite-fault modelling based on a modified slip-related corner frequency	15
Evaluating drought conditions and predicting return periods with the standard soil moisture index: a three-threshold run theory and GH copula approach	15
Risk aversion in the value of information analysis: application to lake management	15
Inhomogeneous log-Gaussian Cox processes with piecewise constant covariates: a case study in modeling of COVID-19 transmission risk in East Java	14
Velocity estimation in compound channels with different bank slopes using Renyi and Tsallis entropy	14
Spatial pattern of bias in areal rainfall estimations and its impact on hydrological modeling: a comparative analysis of estimating areal rainfall based on radar and weather station networks in South	14
A machine learning and geostatistical hybrid method to improve spatial prediction accuracy of soil potentially toxic elements	14
A review on the climate-induced depletion of Iran’s aquifers	14
Prediction of PM2.5 concentrations using soft computing techniques for the megacity Delhi, India	14
Reliability assessment of photovoltaic energy in Europe under future climate conditions using a CMIP6-based probabilistic framework	14
A GIS-based multi-objective evolutionary algorithm for landslide susceptibility mapping	14
Evolution and drought hazard mapping of future meteorological and hydrological droughts using CMIP6 model	13
Analyzing the dynamical relationships between meteorological and hydrological drought of Wadi Mina basin, Algeria using a novel multiscale framework	13
Investigating the efficacy of physics-based metaheuristic algorithms in combination with explainable ensemble machine-learning models for landslide susceptibility mapping	13
Geoengineering from the standpoint of uncertainty and related risks: science or science fiction?	13
Prediction of surface runoff quality and quantity using an integrated model and machine learning under climate change conditions	13
Correction to: Risk assessment of river water quality using long-memory processes subject to divergence or Wasserstein uncertainty	13
Apply data science and feature selection techniques to predict carbon dioxide emissions in Taiwan	13
Determination of univariate, bivariate and conditional return periods of hydrological droughts using two-dimensional multivariate functions	13
Flood susceptibility prediction using multi criteria decision analysis and bivariate statistical models: a case study of Lower Kosi River Basin, Ganga River Basin, India	13
Exposure and health: A progress update by evaluation and scientometric analysis	13
Agricultural drought risk assessment considering risk transmission relationship: a novel fuzzy matrix synthesis with relative connection number	13
Spatial distribution of flood vulnerability index in Ardabil province, Iran	13
Flood-based critical sub-watershed mapping: comparative application of multi-criteria decision making methods and hydrological modeling approach	13
Enhanced flushing in long emergent vegetation with two flow parallel interfaces: simulation and predictive modeling at moderate Reynolds number	13
Improved metamodels for predicting high-dimensional outputs by accounting for the dependence structure of the latent variables: application to marine flooding	13
Exploring climate extremes in Brazil’s Legal Amazon	13
Assessing climate change threats and urbanization impacts on surface runoff in Gdańsk (Poland): insights from remote sensing, machine learning and hydrological modeling	13
A stochastic approach to the characterization of the seismic sources: a potential method for the assessment of sources of historical and paleo tsunami	13
Probabilistic modeling of extreme events involving decaying variables with an application in seismology	13
Local-scale integrated seismic risk assessment using satellite data and field information in Northern Pakistan	13
Comparability of NARX model to SWAT model in simulating future water resources scenarios using CMIP6 climate model outputs over UASB, Ethiopia	13

Multifractal analysis of air pollutant dynamics in the Caribbean during the COVID-19 lockdown	12
Copula-based joint distribution modelling of precipitation, temperature and humidity events in the assessments of agricultural risks, with a case study in Morocco	12
Comparison of ensemble Kalman filter application to a prediction model of soil solute transfer into surface runoff by updating different parameters	12
Clustering constrained on linear networks	12
Modeling noisy time-series data of crime with stochastic differential equations	12
Risk assessment for extreme air pollution events using vine copula	12
An accurate and efficient methodology on wind spectra relative to moving trains: field measurements of wind characteristics in complex terrains	12
Spatiotemporal simulation, early warning, and driving factors of soil heavy metal pollution in a typical industrial city in southeast China	12
Fractional entropy-based models for S-type velocity distributions in turbulent open-channel flows and turbulent Couette flows	12
Improving multi-month hydrological drought forecasting in a tropical region using hybridized extreme learning machine model with Beluga Whale Optimization algorithm	12
Study on spatial spillover effect of haze pollution based on a network perspective	12
LWDF: A lightweight diffusion model for sea surface temperature prediction	11
Estimation of a hybrid slip model and its application to stochastic simulation of the Mw 6.6 earthquake on September 5, 2022, in Luding, China	11
Exploring streamflow dynamics: trends and abrupt changes in major European rivers	11
Comprehensive regionalization of dry season rainfall for enhanced drought risk management in monsoonal region of Indonesia	11
Forecasting of methane gas in underground coal mines: univariate versus multivariate time series modeling	11
A copula-based multisite rainfall frequency analysis: a case study on the Lanyang watershed in Taiwan	11
Identifying groundwater contamination sources based on the hybrid grey wolf gradient algorithm and deep belief neural network	11
Unveiling the interactive effects: seasonal variations and pollution sources shaping the quality of surface water system in Khanh Hoa, Vietnam	11
Crime risk assessment through Cox and self-exciting spatio-temporal point processes	11
Application of explainable artificial intelligence to decode water-induced soil erosion in Lidder watershed of the Greater Himalayas	11
A method for predicting water quality of river basin based on OVMD-GAT-GRU	11
Probabilistic seasonal precipitation forecasts using quantiles of ensemble forecasts	11
Evaluating the effect of the uncertainty of CMIP6 models on extreme flows of the Caspian Hyrcanian forest watersheds using the BMA method	11
Comparative analysis of joint distribution models for tropical cyclone atmospheric parameters in probabilistic coastal hazard analysis	11
Spatiotemporal simulation of land-use/land cover scenarios and impacts on the dynamics of vegetation net primary productivity in the Wuhan metropolitan area, Central China	11
Statistical Analysis of Spatial Distribution of Ambient Air Pollution in Addis Ababa, Ethiopia	11
An integrated multi-scale framework for slope safety assessment using statistical, physical, and reliability analyses: a case study of the Zhuoshui River Basin	11
Comparison of data-driven methods for linking extreme precipitation events to local and large-scale meteorological variables	11
Index insurance for simultaneous flooding and drought risks with insufficient data: a two-step approach	11
Adaptive LASSO estimation for functional hidden dynamic geostatistical models	11
Performance-based wind engineering assessment of a telecommunication mast utilizing Bayesian extreme wind velocity model	11
Assessment of the effects of natural and anthropogenic drivers on extreme flood events in coastal regions	11
Enhancing reservoir inflow forecasting precision through Bayesian Neural Network modeling and atmospheric teleconnection pattern analysis	11
Unveiling precipitation patterns in Schleswig-Holstein: a 50-year study of trends and climatic influences	11
Stochastic risk estimation due to non-stationary hazards using compound-NHPP	11
Intelligent water resource optimization in desert greenhouse aquaponics: an ElasticNet multi-kernel SVM approach for sustainable agriculture	11
Sedimentation-induced vulnerabilities of large reservoirs in India	11
Rain gauge network design via implementation of global sensitivity analysis coupled with geostatistics and principal component analysis	10
Adaptive stochastic modeling of nonlinear time series: ARFIMA meets improved fractional Ornstein-Uhlenbeck	10
On a new extreme value distribution: characterization, parametric quantile regression, and application to extreme air pollution events	10
Integration of machine learning and particle filter approaches for forecasting soil moisture	10
Quantifying multivariate spatio-temporal dynamics of malaria risk by multiple Plasmodium species using graph-based optimization in Southern Ethiopia	10
MVIE-LSTM: a deep learning-based method for water quality assessment using monthly river data	10
Evaluation and selection of a rational test method for heavy metal leaching in terms of environmental and economic factors	10
On the evolution of turbulent characteristics of an eroding cohesive riverbank	10
Revisiting homogeneous regions on the Indian subcontinent by accounting for entropy-based variability and precipitation seasonality	10
Spatial extreme model for rainfall depth: application to the estimation of IDF curves in the Basque country	10
Stationary and non-stationary temperature-duration-frequency curves for Australia	10
Heavy metal contamination of surface water and bed-sediment quality for ecological risk assessment of Gomti River, India	10
Diverging monthly rainfall trends in south peninsular India and their association with global climate indices	10
Evaluating changes in flood frequency due to climate change in the Western Cape, South Africa	10
Short-term forecast improvement of maximum temperature by state-space model approach: the study case of the TO CHAIR project	10
Copula-based assessment of compound warm-dry climate risk: a 55-year analysis of dependence structure stability in Tulcea, Romania	10
Investigating the changing spatiotemporal urban heat island and its impact on thunderstorm patterns by Hilbert Huang transform	10
Uncertainty analysis of simplified 1D and 2D shallow water equations via the Karhunen–Loéve expansion and Monte Carlo simulations	10
Revised and wider classes of isotropic space-time covariance functions	10
Precipitation variability at sub-seasonal scale under the ENSO influence in southeastern South America	10
Source-specific probabilistic health risk assessment of potentially toxic elements in groundwater of a copper mining and smelter area	10
A comparison of numerical approaches for statistical inference with stochastic models	10
A parametric framework for evaluating power outage risk trends under changing climatic conditions	10
Spatiotemporal evolution in water use structures of large-sized irrigation district, China	10
Climate change analysis from LRD manifold functional regression	10
Flood risk assessment of urban rail transit stations based on uncertainty analysis	10
Optimizing identification of mine water inrush source with manifold reduction and semi-supervised learning using improved autoencoder	9
Space-time variations of hydrological drought severities and trends in the semi-arid Euphrates Basin, Turkey	9
Quantitative soil erosion risk assessment due to rapid urbanization in the Cox’s Bazar district and Rohingya refugee camps in Bangladesh	9
Predicting the impact of extreme weather on agricultural losses in the Delmarva peninsula using multi-step machine learning and financial crop loss data	9
Application of wavelet transform for extracting and analysing evapotranspiration-induced diel fluctuations in streamflow records	9
Drought has varying impacts on the national economy	9
A copula-based framework for assessing heat wave extremes and probability of occurrence in Iran: implications for climate change	9
Assessing the stage-period-discharge framework for modeling highly unstable rating curves: a case study at the UHE Peti Carrapato streamflow Gauging Station, Brazil	9
Risk assessment model for dust explosion in dust removal pipelines using an attention mechanism-based convolutional neural network	9
Correction to: Examining the stage-IV radar-rainfall product for Probabilistic rainfall estimation: case study over Iowa	9
Evolution of extreme precipitation in Spain: contribution of atmospheric dynamics and long-term trends	9
Urban flooding risk assessment based on the impact of land cover spatiotemporal characteristics with hydrodynamic simulation	9
Improving the normalization procedure of the simplified standardized precipitation index (SSPI) using Box–Cox transformation	9
Straight road noise mapping prediction using probabilistic approach	9
Inflow forecasting using regularized extreme learning machine: Haditha reservoir chosen as case study	9
Exploring substitution random functions composed of stationary multi-Gaussian processes	9
A self-organizing map-based approach for groundwater model parameter identification	9
Forecasting maximal and minimal air temperatures using explainable machine learning: Shapley additive explanation versus local interpretable model-agnostic explanations	9
Dry GCMs vs. wet RCMs: precipitation biases over Southern Italy	9
Surrogate modelling for the forecast of Seveso-type atmospheric pollutant dispersion	9
Vector-valued Gaussian processes on non-Euclidean product spaces: constructive methods and fast simulations based on partial spectral inversion	9
Drought indicator analysis and forecasting using data driven models: case study in Jaisalmer, India	9
Multivariate Kalman filtering for spatio-temporal processes	9
Quantifying the effect of climate variability on seasonal precipitation using Bayesian clustering approach in Kebir Rhumel Basin, Algeria	9
Road slope monitoring and early warning system integrating numerical simulation and image recognition: a case study of Nanping, Fujian, China	9
Spatiotemporal analysis of weather-related fire danger associated with climate change in the Zagros Mountains, Iran	9
Research on urban water security based on water poverty theory: a case study of lower yellow river cities	9
The effectiveness of data pre-processing methods on the performance of machine learning techniques using RF, SVR, Cubist and SGB: a study on undrained shear strength prediction	9
An analysis framework for stationary and nonstationary sediment load frequency in a changing climate	9
Reliability analysis of three-dimensional reinforced slope considering the spatial variability in soil parameters	9
Enhancing flood susceptibility predictions by using certainty factor in non-flood selection: a case study of Guangdong Province with four tree-based machine learning models	9