Stochastic Environmental Research and Risk Assessment

Article	Citations
Modelling multidecadal variability in flood frequency using the Two-Component Extreme Value distribution	119
WaveTransTimesNet: an enhanced deep learning monthly runoff prediction model based on wavelet transform and transformer architecture	92
Empirical mode decomposition for improved radar wind estimation during rainy conditions	90
A new interpretable prediction framework for step-like landslide displacement	78
Application of uncertain hurricane climate change projections to catastrophe risk models	63
Multivariate stochastic Vasicek diffusion process: computational estimation and application to the analysis of $$CO_2$$ and $$N_2O$$ concentrations	62
Enhancing bed load prediction accuracy through advanced multi-parameter analysis: a new temperature-sensitive approach validated across 783 river measurements	58
A review in stability of stochastic prey–predator models	56
Modeling and predicting mean indoor radon concentrations in Austria by generalized additive mixed models	54
Assessment of loss of life caused by dam failure based on fuzzy theory and hybrid random forest model	52
Semi-supervised deep learning based on label propagation algorithm for debris flow susceptibility assessment in few-label scenarios	51
Quantifying the weekly cycle effect of air pollution in cities of China	47
Novel MCDA methods for flood hazard mapping: a case study in Hamadan, Iran	46
Simulation of earthquake ground motion via stochastic finite-fault modeling considering the effect of rupture velocity	46
Addressing the relevance of COVID–19 pandemic in nature and human socio-economic fate	42
A conditional machine learning classification approach for spatio-temporal risk assessment of crime data	42
Determining the percentile threshold of daily extreme precipitation, methods evaluation	41
Hydrometeorological-modeling-based analysis and risk assessment of a torrential rainfall flash flood in a data deficient area in Wenchuan County, Sichuan Province, China	41
Coupled hydrogeophysical inversion through ensemble smoother with multiple data assimilation and convolutional neural network for contaminant plume reconstruction	40
Evaluating extreme precipitation in gridded datasets with a novel station database in Morocco	39
A Bayesian machine learning approach for spatio-temporal prediction of COVID-19 cases	38
Assessing machine learning and Physics-Informed models for Multi-Lead time sea surface temperature prediction in the Arabian sea	37
Assessing climate change risks using multi-criteria decision-making (MCDM) techniques in Raichur Taluk, Karnataka, India	35
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
Master equation model for solute transport in river basins: part I channel fluvial scale	34

A Bayesian spatio-temporal model for cluster detection: identifying HPV suboptimal vaccine coverage	30
Inferring causal associations in hydrological systems: a comparison of methods	30
River discharge prediction using wavelet-based artificial neural network and long short-term memory models: a case study of Teesta River Basin, India	30
Spatiotemporal data science: theoretical advances and applications	30
Classification of groundwater source protection areas in heterogeneous aquifers in plain areas based on Monte Carlo method	30
Stochastic assessment of groundwater PFAS concentrations in North-Eastern Italy	30
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	29
A multi-type branching process model for epidemics with application to COVID-19	28
Predicting saturated hydraulic conductivity from particle size distributions using machine learning	28
A method to characterize climate, Earth or environmental vector random processes	27
Upscaling of Se(IV) sorption coefficients with hierarchical mineral characterization in multi-scale fractured granite	27
Investigating seasonal drought severity-area-frequency (SAF) curve over Indian region: incorporating GCM and scenario uncertainties	27
Time–frequency characterization of seasonal temperature in India and teleconnection of temperature with atmospheric oscillation indices	27
Endogeneity and other problems in curvilinear income-waste response function estimations	27
A new promoted Surface Water Supply Index for multi-faceted drought assessment	26
Landslide susceptibility assessment for the Darjeeling Toy Train route: a GIS and machine learning approach	26
An innovative framework for real-time monitoring of pollutant point sources in river networks	25
An ensemble learning strategy for spatiotemporal drought assessment through the fusion of multi-satellite and atmospheric reanalysis precipitation products	25
Flood susceptibility mapping in an arid region of Pakistan through ensemble machine learning model	25
Modeling memory-enhanced stochastic suspended sediment transport with fractional Brownian motion in time-persistent turbulent flow	24
Groundwater quality evaluation using hybrid model of the multi-layer perceptron combined with neural-evolutionary regression techniques: case study of Shiraz plain	24
A nature-inspired and noise-assisted feature extraction integrating spatiotemporal attention-based sequence2sequence for multivariate wind speed prediction	24
Spatio-temporal variation of hydro-climatic variables and extreme indices over Iran based on reanalysis data	24
Comparison of meteorological, hydrological and agricultural droughts for developing a composite drought index over semi-arid Banas River Basin of India	24
Mixture copula parameter estimation with metaheuristic algorithms, comparative study under hydrological context	23
Influence of large-scale climate signals on the precipitation variability over Iran	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
Evaluating the land-sea coordination in Chinese coastal cities from an integrated and water eco-environmental perspective	23
Forecasting short- and medium-term streamflow using stacked ensemble models and different meta-learners	23
Integration of rotation forest and multiboost ensemble methods with forest by penalizing attributes for spatial prediction of landslide susceptible areas	23
Letter to the editor	23
LSTM-CM: a hybrid approach for natural drought prediction based on deep learning and climate models	23
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	22
Optimizing groundwater potential assessment: uncertainty reduction through sample balancing and enhanced hybrid modeling	22
Characterization, sources and risk assessment of organochlorine pesticides (OCPs), organophosphorus pesticides (OPPs) and polycyclic aromatic hydrocarbons (PAHs) in agricultural soils from Jilin Provi	21
Does climate impact vary across time horizons? A time–frequency analysis of climate-crop yields in India	21
Blind recovery of sources for multivariate space-time random fields	21
Evaluation of eco-environmental quality and analysis of driving forces in the yellow river delta based on improved remote sensing ecological indices	21
Gradient free stochastic training of ANNs, with local approximation in partitions	21
On the association between COVID-19 vaccination levels and incidence and lethality rates at a regional scale in Spain	20
A tutorial on reproducing a predefined autocovariance function through AR models: application to stationary homogeneous isotropic turbulence	20
Development of adaptive standardized precipitation index and its application in the Tibet Plateau region	20
Traffic flows time series in a flood-prone area: modeling and clustering on extreme values with a spatial constraint	19
Air pollution in five Indian megacities during the Christmas and New Year celebration amidst COVID-19 pandemic	19
Utilizing non-stationary extreme value model to quantify extreme rainfall in two major cities in Bangladesh	19
Locally adaptive change-point detection (LACPD) with applications to environmental changes	19
Clustering of temporal profiles in US climate change data using logistic mixture of spatial multivariate linear models	19
Comparative analysis of machine learning techniques for estimating groundwater deuterium and oxygen-18 isotopes	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	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	18
Enhanced forest fire susceptibility mapping by integrating feature selection genetic algorithm and bagging-based support vector machine with artificial neural networks	18
Horizontal grid spacing comparison among Random Forest algorithms to nowcast Cloud-to-Ground lightning occurrence	18
Early warning of urban heavy metal pollution based on PMF- MeteoInfo model combined with physicochemical properties of dust	18
Identification of anthropogenic contribution to wetland degradation: Insights from the environmetric techniques	18
Landslide displacement prediction based on spatio-temporal association rule mining between target case and similar cases	18
Advancing parameter uncertainty quantification in hydrology models through integration of variational inference with a differentiable hydrology framework	18
Modeling the contribution of Nitrogen Dioxide, Vertical pressure velocity and PM2.5 to COVID-19 fatalities	17
Assessment of spatiotemporal variability of precipitation using entropy indexes: a case study of Beijing, China	17
Modeling non-stationarity in significant wave height over the Northern Indian Ocean	17
Stochastic modeling of geological domains using a truncated Gaussian collocated co-simulation approach	17
Contaminant source identification in an aquifer using a Bayesian framework with arbitrary polynomial chaos expansion	17
Modeling and forecasting atmospheric Carbon Dioxide concentrations at Bengaluru city in India	17
Application of stochastic storm transposition for hydrologic modeling in the mountainous western US	17
Enhanced spatial modeling on linear networks using Gaussian Whittle-Matérn fields	17
How global warming data are modeled via some novel mathematical programming scenarios in distributed lag model?	17
Nonhomogeneous poisson process model of summer high temperature extremes over China	16
Enhanced monthly streamflow prediction using an input–output bi-decomposition data driven model considering meteorological and climate information	16
Pirplo: a single-run method for calibrating wildland fire simulations like statistical models	16
Prioritization of watersheds based on a picture fuzzy analytic hierarchy process and linear assignment model	16
Influence of solar activity and large-scale climate phenomena on extreme precipitation events in the Yangtze River Economic Belt	16
Application of hybrid conceptual-statistical model to estimate streamflow with consideration of groundwater variation	16
The future water vulnerability assessment of the Seoul metropolitan area using a hybrid framework composed of physically-based and deep-learning-based hydrologic models	16
A novel semi data dimension reduction type weighting scheme of the multi-model ensemble for accurate assessment of twenty-first century drought	16
Discharge coefficient estimation of modified semi-cylindrical weirs using machine learning approaches	16
A quantitative analysis of research trends in flood hazard assessment	16
Comparison of general kernel, multiple kernel, infinite ensemble and semi-supervised support vector machines for landslide susceptibility prediction	15
Machine learning and automatic ARIMA/Prophet models-based forecasting of COVID-19: methodology, evaluation, and case study in SAARC countries	15
Deep learning algorithms to develop Flood susceptibility map in Data-Scarce and Ungauged River Basin in India	15
Large-scale precipitation monitoring network re-design using ground and satellite datasets: coupled application of geostatistics and meta-heuristic optimization algorithms	15
Real-time flood forecasting based on a general dynamic neural network framework	15
Development of new machine learning model for streamflow prediction: case studies in Pakistan	15
Assessment of future changes in drought characteristics through stochastic downscaling and CMIP6 over South Korea	15
Deep learning models for multi-step prediction of water levels incorporating meteorological variables and historical data	15
Analysing and predicting the fine-scale distribution of traffic particulate matter in urban nonmotorized lanes by using wavelet transform and random forest methods	15
Functional ANOVA approaches for detecting changes in air pollution during the COVID-19 pandemic	15
Renewable energy, economic freedom and economic policy uncertainty: New evidence from a dynamic panel threshold analysis for the G-7 and BRIC countries	15
A Bayesian network approach for understanding the role of large-scale and local hydro-meteorological variables as drivers of basin-scale rainfall and streamflow	15
Case-based risk analysis model for rainstorm inundation in metro systems based on a bayesian network	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
Prediction of PM2.5 concentrations using soft computing techniques for the megacity Delhi, India	14
Estimating runoff in ungauged catchments by Nash-GIUH model using image processing and fractal analysis	14
Improved metamodels for predicting high-dimensional outputs by accounting for the dependence structure of the latent variables: application to marine flooding	14
Modified stochastic finite-fault modelling based on the rupture process: a case study of the 2013 Mw 6.7 Lushan earthquake in China	14
A review on the climate-induced depletion of Iran’s aquifers	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
Velocity estimation in compound channels with different bank slopes using Renyi and Tsallis entropy	14
Risk aversion in the value of information analysis: application to lake management	14
Exploring climate extremes in Brazil’s Legal Amazon	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
Clustering constrained on linear networks	13
Models of bed-load transport across scales: turbulence signature from grain motion to sediment flux	13
A new approach to modeling pre-symptomatic incidence and transmission time of imported COVID-19 cases evolving with SARS-CoV-2 variants	13
Exposure and health: A progress update by evaluation and scientometric analysis	13
A novel procedure for monitoring temperature characteristics using multiple climate projections	13
Evolution and drought hazard mapping of future meteorological and hydrological droughts using CMIP6 model	13
Prediction of surface runoff quality and quantity using an integrated model and machine learning under climate change conditions	13
A GIS-based multi-objective evolutionary algorithm for landslide susceptibility mapping	13
Inhomogeneous log-Gaussian Cox processes with piecewise constant covariates: a case study in modeling of COVID-19 transmission risk in East Java	13
Assessing climate change threats and urbanization impacts on surface runoff in Gdańsk (Poland): insights from remote sensing, machine learning and hydrological modeling	13
Comparison of on-site versus NOAA’s extreme precipitation intensity-duration-frequency estimates for six forest headwater catchments across the continental United States	13
A machine learning and geostatistical hybrid method to improve spatial prediction accuracy of soil potentially toxic elements	13
Investigating the efficacy of physics-based metaheuristic algorithms in combination with explainable ensemble machine-learning models for landslide susceptibility mapping	13
Bayesian estimation of a dynamic stochastic general equilibrium model with health disaster risk	13
Analyzing the dynamical relationships between meteorological and hydrological drought of Wadi Mina basin, Algeria using a novel multiscale framework	13
Fractional entropy-based models for S-type velocity distributions in turbulent open-channel flows and turbulent Couette flows	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
Geoengineering from the standpoint of uncertainty and related risks: science or science fiction?	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
Spatial distribution of flood vulnerability index in Ardabil province, Iran	12
Correction to: Risk assessment of river water quality using long-memory processes subject to divergence or Wasserstein uncertainty	12
Study on spatial spillover effect of haze pollution based on a network perspective	12
Stochastic risk estimation due to non-stationary hazards using compound-NHPP	12
The Gauss hypergeometric covariance kernel for modeling second-order stationary random fields in Euclidean spaces: its compact support, properties and spectral representation	12
Enhanced flushing in long emergent vegetation with two flow parallel interfaces: simulation and predictive modeling at moderate Reynolds number	12
Comparison of ensemble Kalman filter application to a prediction model of soil solute transfer into surface runoff by updating different parameters	12
Agricultural drought risk assessment considering risk transmission relationship: a novel fuzzy matrix synthesis with relative connection number	11
Flood-based critical sub-watershed mapping: comparative application of multi-criteria decision making methods and hydrological modeling approach	11
Forecasting of methane gas in underground coal mines: univariate versus multivariate time series modeling	11

Comparative analysis of joint distribution models for tropical cyclone atmospheric parameters in probabilistic coastal hazard analysis	11
Copula-based joint distribution modelling of precipitation, temperature and humidity events in the assessments of agricultural risks, with a case study in Morocco	11
Comparability of NARX model to SWAT model in simulating future water resources scenarios using CMIP6 climate model outputs over UASB, Ethiopia	11
Modeling noisy time-series data of crime with stochastic differential equations	11
Risk assessment for extreme air pollution events using vine copula	11
Improving multi-month hydrological drought forecasting in a tropical region using hybridized extreme learning machine model with Beluga Whale Optimization algorithm	11
Enhancing reservoir inflow forecasting precision through Bayesian Neural Network modeling and atmospheric teleconnection pattern analysis	11
Performance-based wind engineering assessment of a telecommunication mast utilizing Bayesian extreme wind velocity model	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
Spatiotemporal simulation, early warning, and driving factors of soil heavy metal pollution in a typical industrial city in southeast China	11
An accurate and efficient methodology on wind spectra relative to moving trains: field measurements of wind characteristics in complex terrains	11
A new methodology is outlined and demonstrated on the improvement of uncertainty and sensitivity analysis based on the random sampling method	11
Assessment of the effects of natural and anthropogenic drivers on extreme flood events in coastal regions	11
Evaluating the effect of the uncertainty of CMIP6 models on extreme flows of the Caspian Hyrcanian forest watersheds using the BMA method	11
Probabilistic modeling of extreme events involving decaying variables with an application in seismology	11
A copula-based multisite rainfall frequency analysis: a case study on the Lanyang watershed in Taiwan	10
LWDF: A lightweight diffusion model for sea surface temperature prediction	10
A parametric framework for evaluating power outage risk trends under changing climatic conditions	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
Index insurance for simultaneous flooding and drought risks with insufficient data: a two-step approach	10
Evaluating changes in flood frequency due to climate change in the Western Cape, South Africa	10
Adaptive LASSO estimation for functional hidden dynamic geostatistical models	10
Comparison of data-driven methods for linking extreme precipitation events to local and large-scale meteorological variables	10
Using Harris hawk optimization towards support vector regression to ozone prediction	10
Crime risk assessment through Cox and self-exciting spatio-temporal point processes	10
Application of explainable artificial intelligence to decode water-induced soil erosion in Lidder watershed of the Greater Himalayas	10
Probabilistic seasonal precipitation forecasts using quantiles of ensemble forecasts	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
MVIE-LSTM: a deep learning-based method for water quality assessment using monthly river data	10
New design of water-energy-food-environment nexus for sustainable agricultural management	10
A method for predicting water quality of river basin based on OVMD-GAT-GRU	10
Spatiotemporal evolution in water use structures of large-sized irrigation district, China	10
Identifying groundwater contamination sources based on the hybrid grey wolf gradient algorithm and deep belief neural network	10
Statistical Analysis of Spatial Distribution of Ambient Air Pollution in Addis Ababa, Ethiopia	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
Unveiling the interactive effects: seasonal variations and pollution sources shaping the quality of surface water system in Khanh Hoa, Vietnam	10
Drought has varying impacts on the national economy	9
Research on urban water security based on water poverty theory: a case study of lower yellow river cities	9
Spatial extreme model for rainfall depth: application to the estimation of IDF curves in the Basque country	9
On the evolution of turbulent characteristics of an eroding cohesive riverbank	9
Heavy metal contamination of surface water and bed-sediment quality for ecological risk assessment of Gomti River, India	9
A comparison of numerical approaches for statistical inference with stochastic models	9
Uncertainty analysis of simplified 1D and 2D shallow water equations via the Karhunen–Loéve expansion and Monte Carlo simulations	9
A self-organizing map-based approach for groundwater model parameter identification	9
Climate change analysis from LRD manifold functional regression	9
Risk assessment model for dust explosion in dust removal pipelines using an attention mechanism-based convolutional neural network	9
Quantifying multivariate spatio-temporal dynamics of malaria risk by multiple Plasmodium species using graph-based optimization in Southern Ethiopia	9
Mixed statistical and data mining analysis of river flow and catchment properties at regional scale	9
Evaluation and selection of a rational test method for heavy metal leaching in terms of environmental and economic factors	9
Stationary and non-stationary temperature-duration-frequency curves for Australia	9
A copula-based framework for assessing heat wave extremes and probability of occurrence in Iran: implications for climate change	9
Short-term forecast improvement of maximum temperature by state-space model approach: the study case of the TO CHAIR project	9
An analysis framework for stationary and nonstationary sediment load frequency in a changing climate	9
On a new extreme value distribution: characterization, parametric quantile regression, and application to extreme air pollution events	9
Non-stationary modelling framework for regionalization of extreme precipitation using non-uniform lagged teleconnections over monsoon Asia	9
Investigating the changing spatiotemporal urban heat island and its impact on thunderstorm patterns by Hilbert Huang transform	9
Integration of machine learning and particle filter approaches for forecasting soil moisture	9
Diverging monthly rainfall trends in south peninsular India and their association with global climate indices	9
Forecasting maximal and minimal air temperatures using explainable machine learning: Shapley additive explanation versus local interpretable model-agnostic explanations	9
Multivariate Kalman filtering for spatio-temporal processes	8
Optimizing identification of mine water inrush source with manifold reduction and semi-supervised learning using improved autoencoder	8
Evaluating the downscaling uncertainty of hydrometeorological data in snowmelt runoff simulation	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
Precipitation variability at sub-seasonal scale under the ENSO influence in southeastern South America	8
Exploring substitution random functions composed of stationary multi-Gaussian processes	8
Estimation of short-lived climate forced sulfur dioxide in Tehran, Iran, using machine learning analysis	8
A complex network-based framework for evaluating hydrometric monitoring networks	8
Application of wavelet transform for extracting and analysing evapotranspiration-induced diel fluctuations in streamflow records	8
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	8
Drought indicator analysis and forecasting using data driven models: case study in Jaisalmer, India	8
Occupational health, safety and environmental risk assessment in textile production industry through a Bayesian BWM-VIKOR approach	8
Investigating the impact of input variable selection on daily solar radiation prediction accuracy using data-driven models: a case study in northern Iran	8
Road slope monitoring and early warning system integrating numerical simulation and image recognition: a case study of Nanping, Fujian, China	8
Trend analysis of greening and browning in Hyrcanian forests and their responses to climate change	8
Reliability analysis of three-dimensional reinforced slope considering the spatial variability in soil parameters	8
Revised and wider classes of isotropic space-time covariance functions	8
Correction to: Examining the stage-IV radar-rainfall product for Probabilistic rainfall estimation: case study over Iowa	8
Vector-valued Gaussian processes on non-Euclidean product spaces: constructive methods and fast simulations based on partial spectral inversion	8
Inflow forecasting using regularized extreme learning machine: Haditha reservoir chosen as case study	8
Evolution of extreme precipitation in Spain: contribution of atmospheric dynamics and long-term trends	8
Prediction of agricultural nonpoint source pollution in highly urbanised areas based on shared socioeconomic pathways: a case study of Taihu Lake Basin	8
Urban flooding risk assessment based on the impact of land cover spatiotemporal characteristics with hydrodynamic simulation	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
Straight road noise mapping prediction using probabilistic approach	8
Quantifying the effect of climate variability on seasonal precipitation using Bayesian clustering approach in Kebir Rhumel Basin, Algeria	8
Source-specific probabilistic health risk assessment of potentially toxic elements in groundwater of a copper mining and smelter area	8
Land subsidence prediction using recurrent neural networks	8
Spatiotemporal analysis of weather-related fire danger associated with climate change in the Zagros Mountains, Iran	8
Incident wave run-up prediction using the response surface methodology and neural networks	8
Dry GCMs vs. wet RCMs: precipitation biases over Southern Italy	8
Improving the normalization procedure of the simplified standardized precipitation index (SSPI) using Box–Cox transformation	8
Stochastic modeling of solar irradiance during hurricanes	8