Stochastic Environmental Research and Risk Assessment

Article	Citations
Modelling multidecadal variability in flood frequency using the Two-Component Extreme Value distribution	111
WaveTransTimesNet: an enhanced deep learning monthly runoff prediction model based on wavelet transform and transformer architecture	90
Empirical mode decomposition for improved radar wind estimation during rainy conditions	83
A new interpretable prediction framework for step-like landslide displacement	75
Application of uncertain hurricane climate change projections to catastrophe risk models	66
Dispersivity variations of solute transport in heterogeneous sediments: numerical and experimental study	62
Multivariate stochastic Vasicek diffusion process: computational estimation and application to the analysis of $$CO_2$$ and $$N_2O$$ concentrations	60
Modeling and predicting mean indoor radon concentrations in Austria by generalized additive mixed models	57
Assessment of loss of life caused by dam failure based on fuzzy theory and hybrid random forest model	53
A conditional machine learning classification approach for spatio-temporal risk assessment of crime data	48
Semi-supervised deep learning based on label propagation algorithm for debris flow susceptibility assessment in few-label scenarios	48
Quantifying the weekly cycle effect of air pollution in cities of China	46
Novel MCDA methods for flood hazard mapping: a case study in Hamadan, Iran	45
Monthly inflow forecasting utilizing advanced artificial intelligence methods: a case study of Haditha Dam in Iraq	45
Simulation of earthquake ground motion via stochastic finite-fault modeling considering the effect of rupture velocity	43
A Bayesian machine learning approach for spatio-temporal prediction of COVID-19 cases	41
Determining the percentile threshold of daily extreme precipitation, methods evaluation	41
Assessing climate change risks using multi-criteria decision-making (MCDM) techniques in Raichur Taluk, Karnataka, India	40
Hydrometeorological-modeling-based analysis and risk assessment of a torrential rainfall flash flood in a data deficient area in Wenchuan County, Sichuan Province, China	39
Coupled hydrogeophysical inversion through ensemble smoother with multiple data assimilation and convolutional neural network for contaminant plume reconstruction	39
Evaluating extreme precipitation in gridded datasets with a novel station database in Morocco	39
Addressing the relevance of COVID–19 pandemic in nature and human socio-economic fate	36
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	36
Master equation model for solute transport in river basins: part I channel fluvial scale	36
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	34

Investigating seasonal drought severity-area-frequency (SAF) curve over Indian region: incorporating GCM and scenario uncertainties	33
A new promoted Surface Water Supply Index for multi-faceted drought assessment	32
Inferring causal associations in hydrological systems: a comparison of methods	31
Catchment natural driving factors and prediction of baseflow index for Continental United States based on Random Forest technique	29
Predicting saturated hydraulic conductivity from particle size distributions using machine learning	29
Spatiotemporal data science: theoretical advances and applications	29
A Bayesian spatio-temporal model for cluster detection: identifying HPV suboptimal vaccine coverage	29
River discharge prediction using wavelet-based artificial neural network and long short-term memory models: a case study of Teesta River Basin, India	29
Landslide susceptibility assessment for the Darjeeling Toy Train route: a GIS and machine learning approach	27
A multi-type branching process model for epidemics with application to COVID-19	27
Classification of groundwater source protection areas in heterogeneous aquifers in plain areas based on Monte Carlo method	27
Integration of rotation forest and multiboost ensemble methods with forest by penalizing attributes for spatial prediction of landslide susceptible areas	26
Upscaling of Se(IV) sorption coefficients with hierarchical mineral characterization in multi-scale fractured granite	26
A method to characterize climate, Earth or environmental vector random processes	26
A nature-inspired and noise-assisted feature extraction integrating spatiotemporal attention-based sequence2sequence for multivariate wind speed prediction	26
Time–frequency characterization of seasonal temperature in India and teleconnection of temperature with atmospheric oscillation indices	26
Endogeneity and other problems in curvilinear income-waste response function estimations	25
Groundwater quality evaluation using hybrid model of the multi-layer perceptron combined with neural-evolutionary regression techniques: case study of Shiraz plain	24
LSTM-CM: a hybrid approach for natural drought prediction based on deep learning and climate models	24
Comparison of meteorological, hydrological and agricultural droughts for developing a composite drought index over semi-arid Banas River Basin of India	23
An innovative framework for real-time monitoring of pollutant point sources in river networks	23
Forecasting short- and medium-term streamflow using stacked ensemble models and different meta-learners	23
Flood susceptibility mapping in an arid region of Pakistan through ensemble machine learning model	23
Modeling memory-enhanced stochastic suspended sediment transport with fractional Brownian motion in time-persistent turbulent flow	22
Spatio-temporal variation of hydro-climatic variables and extreme indices over Iran based on reanalysis data	22
Letter to the editor	22
Comparative evaluation of performances of algae indices, pixel- and object-based machine learning algorithms in mapping floating algal blooms using Sentinel-2 imagery	22
Influence of large-scale climate signals on the precipitation variability over Iran	22
Utilizing non-stationary extreme value model to quantify extreme rainfall in two major cities in Bangladesh	21
Mixture copula parameter estimation with metaheuristic algorithms, comparative study under hydrological context	21
Characterization, sources and risk assessment of organochlorine pesticides (OCPs), organophosphorus pesticides (OPPs) and polycyclic aromatic hydrocarbons (PAHs) in agricultural soils from Jilin Provi	21
Evaluating the land-sea coordination in Chinese coastal cities from an integrated and water eco-environmental perspective	21
Optimizing groundwater potential assessment: uncertainty reduction through sample balancing and enhanced hybrid modeling	21
Multivariate motion patterns and applications to rainfall radar data	20
Does climate impact vary across time horizons? A time–frequency analysis of climate-crop yields in India	20
Enhanced forest fire susceptibility mapping by integrating feature selection genetic algorithm and bagging-based support vector machine with artificial neural networks	20
Evaluation of eco-environmental quality and analysis of driving forces in the yellow river delta based on improved remote sensing ecological indices	20
Blind recovery of sources for multivariate space-time random fields	19
A tutorial on reproducing a predefined autocovariance function through AR models: application to stationary homogeneous isotropic turbulence	19
On the association between COVID-19 vaccination levels and incidence and lethality rates at a regional scale in Spain	19
Gradient free stochastic training of ANNs, with local approximation in partitions	19
Development of adaptive standardized precipitation index and its application in the Tibet Plateau region	19
Landslide displacement prediction based on spatio-temporal association rule mining between target case and similar cases	19
Spatio-temporal stochastic differential equations for crime incidence modeling	19
SWAT based analysis of multiple GCM models for predicting the long-term effects on various hydrometeorological components of a dam-to-dam river basin	18
Locally adaptive change-point detection (LACPD) with applications to environmental changes	18
Identification of anthropogenic contribution to wetland degradation: Insights from the environmetric techniques	18
Early warning of urban heavy metal pollution based on PMF- MeteoInfo model combined with physicochemical properties of dust	18
Traffic flows time series in a flood-prone area: modeling and clustering on extreme values with a spatial constraint	18
Comparative analysis of machine learning techniques for estimating groundwater deuterium and oxygen-18 isotopes	18

Air pollution in five Indian megacities during the Christmas and New Year celebration amidst COVID-19 pandemic	18
Clustering of temporal profiles in US climate change data using logistic mixture of spatial multivariate linear models	18
Stochastic modeling of geological domains using a truncated Gaussian collocated co-simulation approach	17
Application of stochastic storm transposition for hydrologic modeling in the mountainous western US	17
A Bayesian network approach for understanding the role of large-scale and local hydro-meteorological variables as drivers of basin-scale rainfall and streamflow	17
Assessment of spatiotemporal variability of precipitation using entropy indexes: a case study of Beijing, China	17
Horizontal grid spacing comparison among Random Forest algorithms to nowcast Cloud-to-Ground lightning occurrence	17
A novel semi data dimension reduction type weighting scheme of the multi-model ensemble for accurate assessment of twenty-first century drought	17
Modeling the contribution of Nitrogen Dioxide, Vertical pressure velocity and PM2.5 to COVID-19 fatalities	16
Enhanced monthly streamflow prediction using an input–output bi-decomposition data driven model considering meteorological and climate information	16
A quantitative analysis of research trends in flood hazard assessment	16
Analysing and predicting the fine-scale distribution of traffic particulate matter in urban nonmotorized lanes by using wavelet transform and random forest methods	16
Deep learning models for multi-step prediction of water levels incorporating meteorological variables and historical data	16
Influence of solar activity and large-scale climate phenomena on extreme precipitation events in the Yangtze River Economic Belt	16
Real-time flood forecasting based on a general dynamic neural network framework	16
Large-scale precipitation monitoring network re-design using ground and satellite datasets: coupled application of geostatistics and meta-heuristic optimization algorithms	16
Deep learning algorithms to develop Flood susceptibility map in Data-Scarce and Ungauged River Basin in India	16
How global warming data are modeled via some novel mathematical programming scenarios in distributed lag model?	16
Contaminant source identification in an aquifer using a Bayesian framework with arbitrary polynomial chaos expansion	16
Modeling non-stationarity in significant wave height over the Northern Indian Ocean	16
Nonhomogeneous poisson process model of summer high temperature extremes over China	16
Enhanced spatial modeling on linear networks using Gaussian Whittle-Matérn fields	16
Modeling and forecasting atmospheric Carbon Dioxide concentrations at Bengaluru city in India	15
Discharge coefficient estimation of modified semi-cylindrical weirs using machine learning approaches	15
Prioritization of watersheds based on a picture fuzzy analytic hierarchy process and linear assignment model	15
Comparison of general kernel, multiple kernel, infinite ensemble and semi-supervised support vector machines for landslide susceptibility prediction	15
Functional ANOVA approaches for detecting changes in air pollution during the COVID-19 pandemic	15
Assessment of future changes in drought characteristics through stochastic downscaling and CMIP6 over South Korea	15
Application of hybrid conceptual-statistical model to estimate streamflow with consideration of groundwater variation	15
The future water vulnerability assessment of the Seoul metropolitan area using a hybrid framework composed of physically-based and deep-learning-based hydrologic models	15
Development of new machine learning model for streamflow prediction: case studies in Pakistan	14
Improved metamodels for predicting high-dimensional outputs by accounting for the dependence structure of the latent variables: application to marine flooding	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
Machine learning and automatic ARIMA/Prophet models-based forecasting of COVID-19: methodology, evaluation, and case study in SAARC countries	14
Prediction of PM2.5 concentrations using soft computing techniques for the megacity Delhi, India	14
Velocity estimation in compound channels with different bank slopes using Renyi and Tsallis entropy	14
Comparison of on-site versus NOAA’s extreme precipitation intensity-duration-frequency estimates for six forest headwater catchments across the continental United States	14
Renewable energy, economic freedom and economic policy uncertainty: New evidence from a dynamic panel threshold analysis for the G-7 and BRIC countries	14
Flood susceptibility prediction using multi criteria decision analysis and bivariate statistical models: a case study of Lower Kosi River Basin, Ganga River Basin, India	14
Estimation of model parameters and simulation of earthquake ground motion by stochastic finite-fault modelling based on a modified slip-related corner frequency	14
Inhomogeneous log-Gaussian Cox processes with piecewise constant covariates: a case study in modeling of COVID-19 transmission risk in East Java	13
Probabilistic estimation of minimum night flow in water distribution networks: large-scale application to the city of Patras in western Greece	13
Bayesian estimation of a dynamic stochastic general equilibrium model with health disaster risk	13
Exposure and health: A progress update by evaluation and scientometric analysis	13
Analyzing the dynamical relationships between meteorological and hydrological drought of Wadi Mina basin, Algeria using a novel multiscale framework	13
A new approach to modeling pre-symptomatic incidence and transmission time of imported COVID-19 cases evolving with SARS-CoV-2 variants	13
Case-based risk analysis model for rainstorm inundation in metro systems based on a bayesian network	13
Estimating runoff in ungauged catchments by Nash-GIUH model using image processing and fractal analysis	13
Risk aversion in the value of information analysis: application to lake management	13
Stacking ensemble of deep learning methods for landslide susceptibility mapping in the Three Gorges Reservoir area, China	13
Assessing climate change threats and urbanization impacts on surface runoff in Gdańsk (Poland): insights from remote sensing, machine learning and hydrological modeling	13
Modified stochastic finite-fault modelling based on the rupture process: a case study of the 2013 Mw 6.7 Lushan earthquake in China	13
A machine learning and geostatistical hybrid method to improve spatial prediction accuracy of soil potentially toxic elements	13
Models of bed-load transport across scales: turbulence signature from grain motion to sediment flux	13
A GIS-based multi-objective evolutionary algorithm for landslide susceptibility mapping	13
Investigating the efficacy of physics-based metaheuristic algorithms in combination with explainable ensemble machine-learning models for landslide susceptibility mapping	13
Study on spatial spillover effect of haze pollution based on a network perspective	12
A stochastic approach to the characterization of the seismic sources: a potential method for the assessment of sources of historical and paleo tsunami	12
Evolution and drought hazard mapping of future meteorological and hydrological droughts using CMIP6 model	12
Prediction of surface runoff quality and quantity using an integrated model and machine learning under climate change conditions	12
Stochastic risk estimation due to non-stationary hazards using compound-NHPP	12
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	12
Correction to: Risk assessment of river water quality using long-memory processes subject to divergence or Wasserstein uncertainty	12
Comparison of ensemble Kalman filter application to a prediction model of soil solute transfer into surface runoff by updating different parameters	12
A review on the climate-induced depletion of Iran’s aquifers	12
Fractional entropy-based models for S-type velocity distributions in turbulent open-channel flows and turbulent Couette flows	12
Spatial distribution of flood vulnerability index in Ardabil province, Iran	12
The Gauss hypergeometric covariance kernel for modeling second-order stationary random fields in Euclidean spaces: its compact support, properties and spectral representation	12
Geoengineering from the standpoint of uncertainty and related risks: science or science fiction?	12
Enhanced flushing in long emergent vegetation with two flow parallel interfaces: simulation and predictive modeling at moderate Reynolds number	12
Clustering constrained on linear networks	12
Enhancing reservoir inflow forecasting precision through Bayesian Neural Network modeling and atmospheric teleconnection pattern analysis	12
Exploring climate extremes in Brazil’s Legal Amazon	12
Comparability of NARX model to SWAT model in simulating future water resources scenarios using CMIP6 climate model outputs over UASB, Ethiopia	11
Probabilistic modeling of extreme events involving decaying variables with an application in seismology	11
An accurate and efficient methodology on wind spectra relative to moving trains: field measurements of wind characteristics in complex terrains	11
Flood-based critical sub-watershed mapping: comparative application of multi-criteria decision making methods and hydrological modeling approach	11
A new methodology is outlined and demonstrated on the improvement of uncertainty and sensitivity analysis based on the random sampling method	11
Risk assessment for extreme air pollution events using vine copula	11
Modeling noisy time-series data of crime with stochastic differential equations	11

A parametric framework for evaluating power outage risk trends under changing climatic conditions	11
Spatiotemporal simulation, early warning, and driving factors of soil heavy metal pollution in a typical industrial city in southeast China	11
Unveiling the interactive effects: seasonal variations and pollution sources shaping the quality of surface water system in Khanh Hoa, Vietnam	11
Agricultural drought risk assessment considering risk transmission relationship: a novel fuzzy matrix synthesis with relative connection number	11
Local-scale integrated seismic risk assessment using satellite data and field information in Northern Pakistan	11
Exploring streamflow dynamics: trends and abrupt changes in major European rivers	11
Improving multi-month hydrological drought forecasting in a tropical region using hybridized extreme learning machine model with Beluga Whale Optimization algorithm	11
Evaluating the effect of the uncertainty of CMIP6 models on extreme flows of the Caspian Hyrcanian forest watersheds using the BMA method	11
Forecasting of methane gas in underground coal mines: univariate versus multivariate time series modeling	11
A method for predicting water quality of river basin based on OVMD-GAT-GRU	10
New design of water-energy-food-environment nexus for sustainable agricultural management	10
MVIE-LSTM: a deep learning-based method for water quality assessment using monthly river data	10
Performance-based wind engineering assessment of a telecommunication mast utilizing Bayesian extreme wind velocity model	10
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	10
Adaptive LASSO estimation for functional hidden dynamic geostatistical models	10
Identifying groundwater contamination sources based on the hybrid grey wolf gradient algorithm and deep belief neural network	10
Revised and wider classes of isotropic space-time covariance functions	10
Statistical Analysis of Spatial Distribution of Ambient Air Pollution in Addis Ababa, Ethiopia	10
Multiple scenarios-based on a hybrid economy–environment–ecology model for land-use structural and spatial optimization under uncertainty: a case study in Wuhan, China	10
Crime risk assessment through Cox and self-exciting spatio-temporal point processes	10
Probabilistic seasonal precipitation forecasts using quantiles of ensemble forecasts	10
Evaluating changes in flood frequency due to climate change in the Western Cape, South Africa	10
LWDF: A lightweight diffusion model for sea surface temperature prediction	10
Assessing the stage-period-discharge framework for modeling highly unstable rating curves: a case study at the UHE Peti Carrapato streamflow Gauging Station, Brazil	10
Uncertainty analysis of simplified 1D and 2D shallow water equations via the Karhunen–Loéve expansion and Monte Carlo simulations	10
A copula-based multisite rainfall frequency analysis: a case study on the Lanyang watershed in Taiwan	10
Comparison of data-driven methods for linking extreme precipitation events to local and large-scale meteorological variables	10
Assessment of the effects of natural and anthropogenic drivers on extreme flood events in coastal regions	10
Using Harris hawk optimization towards support vector regression to ozone prediction	10
Comparative analysis of joint distribution models for tropical cyclone atmospheric parameters in probabilistic coastal hazard analysis	10
Spatiotemporal evolution in water use structures of large-sized irrigation district, China	10
Reliability analysis of three-dimensional reinforced slope considering the spatial variability in soil parameters	9
Drought has varying impacts on the national economy	9
Risk assessment model for dust explosion in dust removal pipelines using an attention mechanism-based convolutional neural network	9
Mixed statistical and data mining analysis of river flow and catchment properties at regional scale	9
On a new extreme value distribution: characterization, parametric quantile regression, and application to extreme air pollution events	9
Research on urban water security based on water poverty theory: a case study of lower yellow river cities	9
Assessing local and spatial uncertainty with nonparametric geostatistics	9
Integration of machine learning and particle filter approaches for forecasting soil moisture	9
An analysis framework for stationary and nonstationary sediment load frequency in a changing climate	9
Quantifying multivariate spatio-temporal dynamics of malaria risk by multiple Plasmodium species using graph-based optimization in Southern Ethiopia	9
A self-organizing map-based approach for groundwater model parameter identification	9
Precipitation variability at sub-seasonal scale under the ENSO influence in southeastern South America	9
On the evolution of turbulent characteristics of an eroding cohesive riverbank	9
A comparison of numerical approaches for statistical inference with stochastic models	9
A copula-based framework for assessing heat wave extremes and probability of occurrence in Iran: implications for climate change	9
Climate change analysis from LRD manifold functional regression	9
Forecasting maximal and minimal air temperatures using explainable machine learning: Shapley additive explanation versus local interpretable model-agnostic explanations	9
Spatial extreme model for rainfall depth: application to the estimation of IDF curves in the Basque country	9
Heavy metal contamination of surface water and bed-sediment quality for ecological risk assessment of Gomti River, India	9
Short-term forecast improvement of maximum temperature by state-space model approach: the study case of the TO CHAIR project	9
Diverging monthly rainfall trends in south peninsular India and their association with global climate indices	9
Investigating the changing spatiotemporal urban heat island and its impact on thunderstorm patterns by Hilbert Huang transform	9
Evaluation and selection of a rational test method for heavy metal leaching in terms of environmental and economic factors	9
Surrogate modelling for the forecast of Seveso-type atmospheric pollutant dispersion	8
Estimation of rainfall threshold for flood warning for small urban watersheds based on the 1D–2D drainage model simulation	8
Straight road noise mapping prediction using probabilistic approach	8
Exploring substitution random functions composed of stationary multi-Gaussian processes	8
Probabilistic framework for the parametric modeling of leakages in water distribution networks: large scale application to the City of Patras in Western Greece	8
Correction to: Examining the stage-IV radar-rainfall product for Probabilistic rainfall estimation: case study over Iowa	8
Source-specific probabilistic health risk assessment of potentially toxic elements in groundwater of a copper mining and smelter area	8
Non-stationary modelling framework for regionalization of extreme precipitation using non-uniform lagged teleconnections over monsoon Asia	8
Trend analysis of greening and browning in Hyrcanian forests and their responses to climate change	8
Urban flooding risk assessment based on the impact of land cover spatiotemporal characteristics with hydrodynamic simulation	8
Multivariate Kalman filtering for spatio-temporal processes	8
Incident wave run-up prediction using the response surface methodology and neural networks	8
Road slope monitoring and early warning system integrating numerical simulation and image recognition: a case study of Nanping, Fujian, China	8
Evaluating the downscaling uncertainty of hydrometeorological data in snowmelt runoff simulation	8
Wind speed forecasting using univariate and multivariate time series models	8
Occupational health, safety and environmental risk assessment in textile production industry through a Bayesian BWM-VIKOR approach	8
Spatio-temporal analysis of heating and cooling degree-days over Iran	8
Identifying regional hotspots of heatwaves, droughts, floods, and their co-occurrences	8
Vector-valued Gaussian processes on non-Euclidean product spaces: constructive methods and fast simulations based on partial spectral inversion	8
Evolution of extreme precipitation in Spain: contribution of atmospheric dynamics and long-term trends	8
Spatiotemporal analysis of weather-related fire danger associated with climate change in the Zagros Mountains, Iran	8
Study on the early warning and forecasting of flash floods in small watersheds based on the rainfall pattern of risk probability combination	8
Optimizing identification of mine water inrush source with manifold reduction and semi-supervised learning using improved autoencoder	8
Quantifying the effect of climate variability on seasonal precipitation using Bayesian clustering approach in Kebir Rhumel Basin, Algeria	8
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	8
Stationary and non-stationary temperature-duration-frequency curves for Australia	8
Land subsidence prediction using recurrent neural networks	8
Identifying extreme COVID-19 mortality risks in English small areas: a disease cluster approach	7
The long-run analysis of COVID-19 dynamic using random evolution, peak detection and time series	7
Mixed vector autoregression and GARCH–Copula approach for long-term streamflow probabilistic forecasting in a multisite system	7
A hybrid intelligent model for spatial analysis of groundwater potential around Urmia Lake, Iran	7
Revealing the economic consequences of tornadoes using a two-stage SVM-based predictive approach	7
Mathematical modeling and estimation for next wave of COVID-19 in Poland	7
Rockburst risk assessment model based on improved catastrophe progression method and its application	7
Adaptive graph neural network based South China Sea seawater temperature prediction and multivariate uncertainty correlation analysis	7
Evaluating Spatial downscaling surrogate models for landscape evolution simulations in the Tarim river basin, China	7
Construction of Greenspace Landscape Ecological Network Based on Resistance Analysis of GeoDetector in Jinan	7
Elevational trends of land surface temperature in the Alborz Mountains within the context of global warming	7
Using Sobol’ sensitivity analysis to identify important model layers of a prediction model for simulating soil nitrogen transport in surface runoff and subsurface water	7
Forecasting and validating pre-monsoon thunderstorms using categorical prediction in the data-scarce region of sub-Himalayan West Bengal, India	7
Development of wavelet-based hybrid models to enhance daily soil temperature modeling: application of entropy and τ-Kendall pre-processing techniques	7