Stochastic Environmental Research and Risk Assessment

Article	Citations
Flood susceptibility modeling in Teesta River basin, Bangladesh using novel ensembles of bagging algorithms	126
Application of an enhanced BP neural network model with water cycle algorithm on landslide prediction	125
Support vector regression optimized by meta-heuristic algorithms for daily streamflow prediction	95
District based flood risk assessment in Istanbul using fuzzy analytical hierarchy process	73
Projections of precipitation over China based on CMIP6 models	72
Short term rainfall-runoff modelling using several machine learning methods and a conceptual event-based model	66
Comparison of gradient boosted decision trees and random forest for groundwater potential mapping in Dholpur (Rajasthan), India	63
Review of landslide susceptibility assessment based on knowledge mapping	57
Meteorological impacts on the incidence of COVID-19 in the U.S.	54
Stream water quality prediction using boosted regression tree and random forest models	53
Exposure and health: A progress update by evaluation and scientometric analysis	50
A comparative study of mutual information-based input variable selection strategies for the displacement prediction of seepage-driven landslides using optimized support vector regression	49
A probabilistic-deterministic analysis of human health risk related to the exposure to potentially toxic elements in groundwater of Urmia coastal aquifer (NW of Iran) with a special focus on arsenic s	48
Renewable energy, economic freedom and economic policy uncertainty: New evidence from a dynamic panel threshold analysis for the G-7 and BRIC countries	47
COVID-19 and water	47
Sensitivity of normalized difference vegetation index (NDVI) to land surface temperature, soil moisture and precipitation over district Gautam Buddh Nagar, UP, India	46
Artificial Intelligence models for prediction of the tide level in Venice	46
Development of new machine learning model for streamflow prediction: case studies in Pakistan	44
A novel hybrid dragonfly optimization algorithm for agricultural drought prediction	43
Drought indicator analysis and forecasting using data driven models: case study in Jaisalmer, India	39
LSTM integrated with Boruta-random forest optimiser for soil moisture estimation under RCP4.5 and RCP8.5 global warming scenarios	38
Modelling daily reference evapotranspiration based on stacking hybridization of ANN with meta-heuristic algorithms under diverse agro-climatic conditions	38
Occupational health, safety and environmental risk assessment in textile production industry through a Bayesian BWM-VIKOR approach	37
A new soft computing model for daily streamflow forecasting	35
Hydrological drought forecasting using multi-scalar streamflow drought index, stochastic models and machine learning approaches, in northern Iran	35

Changes in monthly streamflow in the Hindukush–Karakoram–Himalaya Region of Pakistan using innovative polygon trend analysis	35
Developing hybrid time series and artificial intelligence models for estimating air temperatures	34
A comparison of statistical and machine learning methods for debris flow susceptibility mapping	34
Landslide susceptibility mapping in Three Gorges Reservoir area based on GIS and boosting decision tree model	33
Stacking ensemble of deep learning methods for landslide susceptibility mapping in the Three Gorges Reservoir area, China	33
A novel swarm intelligence: cuckoo optimization algorithm (COA) and SailFish optimizer (SFO) in landslide susceptibility assessment	32
Markov chain Monte Carlo with neural network surrogates: application to contaminant source identification	31
Hybrid deep learning method for a week-ahead evapotranspiration forecasting	31
A new principal component analysis by particle swarm optimization with an environmental application for data science	30
Uncertainty quantification for hydrological models based on neural networks: the dropout ensemble	28
Landslide displacement prediction based on Variational mode decomposition and MIC-GWO-LSTM model	28
Comprehensive evaluation of machine learning models for suspended sediment load inflow prediction in a reservoir	27
Asymmetric impact of pandemics-related uncertainty on CO2 emissions: evidence from top-10 polluted countries	27
Identification of anthropogenic contribution to wetland degradation: Insights from the environmetric techniques	26
Land subsidence prediction using recurrent neural networks	26
Environmental regulations, Chinese-style fiscal decentralization, and carbon emissions: from the perspective of moderating effect	26
Data-driven approaches for runoff prediction using distributed data	26
Impact of climate change on crop water and irrigation requirements over eastern Himalayan region	26
Trivariate joint probability model of typhoon-induced wind, wave and their time lag based on the numerical simulation of historical typhoons	26
Flood susceptibility mapping in an arid region of Pakistan through ensemble machine learning model	26
Machine learning and automatic ARIMA/Prophet models-based forecasting of COVID-19: methodology, evaluation, and case study in SAARC countries	25
Artificial intelligence application in drought assessment, monitoring and forecasting: a review	24
Rainfall forecasting in upper Indus basin using various artificial intelligence techniques	24
River flow rate prediction in the Des Moines watershed (Iowa, USA): a machine learning approach	24
A hybrid interval displacement forecasting model for reservoir colluvial landslides with step-like deformation characteristics considering dynamic switching of deformation states	24
Projection of Hot and Cold Extremes in the Amu River Basin of Central Asia using GCMs CMIP6	23
Application and comparison of different ensemble learning machines combining with a novel sampling strategy for shallow landslide susceptibility mapping	23
Peaks-over-threshold model in flood frequency analysis: a scoping review	23
Exploring Bayesian model averaging with multiple ANNs for meteorological drought forecasts	23
Changes in climatic patterns and tourism and their concomitant effect on drinking water transfers into the region of South Aegean, Greece	23
A hybrid framework for forecasting monthly reservoir inflow based on machine learning techniques with dynamic climate forecasts, satellite-based data, and climate phenomenon information	22
Prediction of heat waves over Pakistan using support vector machine algorithm in the context of climate change	22
Projected changes in thermal bioclimatic indicators over the Middle East and North Africa under Paris climate agreement	22
Artificial neural network and multi-criteria decision-making models for flood simulation in GIS: Mazandaran Province, Iran	21
Have any effect of COVID-19 lockdown on environmental sustainability? A study from most polluted metropolitan area of India	20
Flood vulnerability of a few areas in the foothills of the Western Ghats: a comparison of AHP and F-AHP models	19
A novel model for regional susceptibility mapping of rainfall-reservoir induced landslides in Jurassic slide-prone strata of western Hubei Province, Three Gorges Reservoir area	19
Decoding trend of Indian summer monsoon rainfall using multimethod approach	19
A clustering-based approach for prioritizing health, safety and environment risks integrating fuzzy C-means and hybrid decision-making methods	19
Predictive modeling of forest fire using geospatial tools and strategic allocation of resources: eForestFire	19
Global and local diagnostic analytics for a geostatistical model based on a new approach to quantile regression	19
Concentration, distribution and probabilistic health risk assessment of exposure to fluoride in drinking water of Hormozgan province, Iran	19
Western North Pacific tropical cyclone track forecasts by a machine learning model	18
Improving the performance of random forest for estimating monthly reservoir inflow via complete ensemble empirical mode decomposition and wavelet analysis	18
Impact of climate change on stormwater drainage in urban areas	18
Groundwater quality evaluation using hybrid model of the multi-layer perceptron combined with neural-evolutionary regression techniques: case study of Shiraz plain	18
Spatial modeling of susceptibility to subsidence using machine learning techniques	18
The influence of meteorological variables and lockdowns on COVID-19 cases in urban agglomerations of Indian cities	18
Multiple-point geostatistical simulation based on conditional conduction probability	18
Spatial distribution, pollution levels, and risk assessment of potentially toxic metals in road dust from major tourist city, Dehradun, Uttarakhand India	17

Efficiency exploration of frequency ratio, entropy and weights of evidence-information value models in flood vulnerabilityassessment: a study of raiganj subdivision, Eastern India	17
Ambient PM2.5 and O3 pollution and health impacts in Iranian megacity	17
Prediction of spatial landslide susceptibility applying the novel ensembles of CNN, GLM and random forest in the Indian Himalayan region	17
Evaluation and obstacle factors of coordination development of regional water-energy-food-ecology system under green development: a case study of Yangtze River Economic Belt, China	17
Quantifying increased fire risk in California in response to different levels of warming and drying	17
Error covariance tuning in variational data assimilation: application to an operating hydrological model	17
Probable streamflow changes and its associated risk to the water resources of Abuan watershed, Philippines caused by climate change and land use changes	17
Daily scale evapotranspiration prediction over the coastal region of southwest Bangladesh: new development of artificial intelligence model	17
Parametrisation of change-permitting extreme value models and its impact on the description of change	16
Application of deep learning to large scale riverine flow velocity estimation	16
Predicting daily reference evapotranspiration rates in a humid region, comparison of seven various data-based predictor models	16
Air pollution in five Indian megacities during the Christmas and New Year celebration amidst COVID-19 pandemic	16
Deep learning algorithms to develop Flood susceptibility map in Data-Scarce and Ungauged River Basin in India	16
Snow avalanche susceptibility mapping using novel tree-based machine learning algorithms (XGBoost, NGBoost, and LightGBM) with eXplainable Artificial Intelligence (XAI) approach	16
Source apportionment and associated potential ecological risk assessment of heavy metals in coastal marine sediments samples in Ondo, Southwest, Nigeria	16
Selection of the gridded temperature dataset for assessment of thermal bioclimatic environmental changes in Amu Darya River basin	16
A quantitative analysis of research trends in flood hazard assessment	16
Assessing erosion prone areas in a watershed using interval rough-analytical hierarchy process (IR-AHP) and fuzzy logic (FL)	15
A revised range of variability approach considering the morphological alteration of hydrological indicators	15
Influence of source uncertainty on stochastic ground motion simulation: a case study of the 2022 Mw 6.6 Luding, China, earthquake	15
From scenario-based seismic hazard to scenario-based landslide hazard: fast-forwarding to the future via statistical simulations	15
Spatial modeling of river bank shifting and associated LULC changes of the Kaljani River in Himalayan foothills	15
Exploring spatial distributions of increments in soil heavy metals and their relationships with environmental factors using GWR	15
Developing reservoir evaporation predictive model for successful dam management	15
Implementation of free and open-source semi-automatic feature engineering tool in landslide susceptibility mapping using the machine-learning algorithms RF, SVM, and XGBoost	15
A critical analysis of the shortcomings in spatial frequency analysis of rainfall extremes based on homogeneous regions and a comparison with a hierarchical boundaryless approach	15
On the prediction of landslide occurrences and sizes via Hierarchical Neural Networks	15
A hundred years of Caposele spring discharge measurements: trends and statistics for understanding water resource availability under climate change	15
Enhanced potential ecological risk induced by a large scale water diversion project	14
New design of water-energy-food-environment nexus for sustainable agricultural management	14
A comparison of ranking filter methods applied to the estimation of NO2 concentrations in the Bay of Algeciras (Spain)	14
Comparison of general kernel, multiple kernel, infinite ensemble and semi-supervised support vector machines for landslide susceptibility prediction	14
A hierarchical spatio-temporal model to analyze relative risk variations of COVID-19: a focus on Spain, Italy and Germany	14
Examining the impact of lockdown (due to COVID-19) on ambient aerosols (PM2.5): A study on Indo-Gangetic Plain (IGP) Cities, India	14
Vine copula and cloud model-based programming approach for agricultural water allocation under uncertainty	14
Spatio-temporal analysis of fire occurrence in Australia	14
Mechanistic models supporting uncertainty quantification of water quality predictions in heterogeneous mining waste rocks: a review	14
An assessment of snow-glacier melt runoff under climate change scenarios in the Himalayan basin	14
Models for the difference of continuous covariance functions	14
Deep learning-based assessment of flood severity using social media streams	13
Spatio-temporal analysis of heating and cooling degree-days over Iran	13
Multi-model streamflow prediction using conditional bias-penalized multiple linear regression	13
Risk assessment of hot and humid environments through an integrated fuzzy AHP-VIKOR method	13
Study of temporal streamflow dynamics with complex networks: network construction and clustering	13
Spatio temporal hydrological extreme forecasting framework using LSTM deep learning model	13
Landslide hazard, susceptibility and risk assessment (HSRA) based on remote sensing and GIS data models: a case study of Muzaffarabad Pakistan	13
Deep learning-based uncertainty quantification of groundwater level predictions	13
Constructed wetland management in urban catchments for mitigating floods	13
Power-law behaviors of the duration size of unhealthy air pollution events	13
Using data-driven algorithms for semi-automated geomorphological mapping	13
Development of a quantitative risk assessment method for a biomass gasification unit by combining DEMATEL-ISM and CM-TOPSIS	12
Spatio-temporal estimation of wind speed and wind power using extreme learning machines: predictions, uncertainty and technical potential	12
Application of complex networks for monthly rainfall dynamics over central Vietnam	12
The Bayesian Susceptible-Exposed-Infected-Recovered model for the outbreak of COVID-19 on the Diamond Princess Cruise Ship	12
Addressing the relevance of COVID–19 pandemic in nature and human socio-economic fate	12
Development of Flood Monitoring Index for daily flood risk evaluation: case studies in Fiji	12
Inflow forecasting using regularized extreme learning machine: Haditha reservoir chosen as case study	12
Use of fractal models to define the scaling behavior of the aquifers’ parameters at the mesoscale	12
Comparative analysis of two drought indices in the calculation of drought recovery time and implications on drought assessment: East Africa's Lake Victoria Basin	12
Risk assessment of the step-by-step return-to-work policy in Beijing following the COVID-19 epidemic peak	12
Landslide susceptibility mapping using deep learning models in Ardabil province, Iran	12
Estimation of short-lived climate forced sulfur dioxide in Tehran, Iran, using machine learning analysis	12
A framework for projecting future streamflow of the Yalong River basin to climate change	12
Spatio-temporal variation of hydro-climatic variables and extreme indices over Iran based on reanalysis data	12
Challenging problems of quality assurance and quality control (QA/QC) of meteorological time series data	11
Multiscale investigation of precipitation extremes over Ethiopia and teleconnections to large-scale climate anomalies	11
Street dust in the largest urban agglomeration: pollution characteristics, source apportionment and health risk assessment of potentially toxic trace elements	11
A hierarchical cosimulation algorithm integrated with an acceptance–rejection method for the geostatistical modeling of variables with inequality constraints	11
Predicting long-term hydrological change caused by climate shifting in the 21st century in the headwater area of the Yellow River Basin	11
A multi-state Markov chain model to assess drought risks in rainfed agriculture: a case study in the Nineveh Plains of Northern Iraq	11
Investigating the spatio-temporal variations of the impact of urbanization on haze pollution using multiple indicators	11
Effects of estimation techniques on generalised extreme value distribution (GEVD) parameters and their spatio-temporal variations	11
Assessment of spatiotemporal variability of precipitation using entropy indexes: a case study of Beijing, China	11
Investigating variation characteristics and driving forces of lake water level complexity in a complex river–lake system	11
Stream gauge network grouping analysis using community detection	11
A method to increase the number of positive samples for machine learning-based urban waterlogging susceptibility assessments	11
Improving geostatistical predictions of two environmental variables using Bayesian maximum entropy in the Sungun mining site	11
Prediction of PM2.5 concentrations using soft computing techniques for the megacity Delhi, India	10
Improved prediction of daily pan evaporation using Bayesian Model Averaging and optimized Kernel Extreme Machine models in different climates	10
Meteorological and agricultural drought monitoring in Southwest of Iran using a remote sensing-based combined drought index	10

Unified landslide hazard assessment using hurdle models: a case study in the Island of Dominica	10
Modeling moisture redistribution of drip irrigation systems by soil and system parameters: regression-based approaches	10
Contamination and health risk assessment of potentially harmful elements associated with roadside dust in Dhanbad India	10
Adaptive neuro fuzzy inference system (ANFIS) machine learning algorithm for assessing environmental and socio-economic vulnerability to drought: a study in Godavari middle sub-basin, India	10
Application of information fusion techniques and satellite products in the optimal redesign of rain gauge networks	10
A hybrid Daily PM2.5 concentration prediction model based on secondary decomposition algorithm, mode recombination technique and deep learning	10
Functional ANOVA approaches for detecting changes in air pollution during the COVID-19 pandemic	10
Regional spatio-temporal forecasting of particulate matter using autoencoder based generative adversarial network	10
Research on stage-divided water level prediction technology of rivers-connected lake based on machine learning: a case study of Hongze Lake, China	10
Prediction of heat waves using meteorological variables in diverse regions of Iran with advanced machine learning models	10
Application of novel ensemble models and k-fold CV approaches for Land subsidence susceptibility modelling	10
A stochastic epidemic model coupled with seasonal air pollution: analysis and data fitting	10
Evolution and drought hazard mapping of future meteorological and hydrological droughts using CMIP6 model	10
Spatio-temporal analysis of drought in Southern Italy: a combined clustering-forecasting approach based on SPEI index and artificial intelligence algorithms	10
The impact of modelling choices on modelling outcomes: a spatio-temporal study of the association between COVID-19 spread and environmental conditions in Catalonia (Spain)	10
Wildfire susceptibility mapping using two empowered machine learning algorithms	10
Optimization algorithms as training approach with hybrid deep learning methods to develop an ultraviolet index forecasting model	10
Stochastic investigation of daily air temperature extremes from a global ground station network	10
Two-stage deep learning hybrid framework based on multi-factor multi-scale and intelligent optimization for air pollutant prediction and early warning	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
Hybrids of machine learning techniques and wavelet regression for estimation of daily solar radiation	9
New insights on the surface hydrological connectivity of water depth thresholds in a flood-pulse-influenced floodplain system (Poyang Lake, China)	9
Space-time variations of hydrological drought severities and trends in the semi-arid Euphrates Basin, Turkey	9
Environmental, ecological and health risks of boron in agricultural soils of Amik Plain under Mediterranean conditions	9
Choosing between Gaussian and MPS simulation: the role of data information content—a case study using uncertain interpretation data points	9
Polluted waters of the reclaimed islands of Indian Sundarban promote more greenhouse gas emissions from mangrove ecosystem	9
From scenario-based seismic hazard to scenario-based landslide hazard: rewinding to the past via statistical simulations	9
Integrating hybrid runoff generation mechanism into variable infiltration capacity model to facilitate hydrological simulations	9
A hybrid intelligent model for spatial analysis of groundwater potential around Urmia Lake, Iran	9
Hydroclimatic aggregate drought index (HADI): a new approach for identification and categorization of drought in cold climate regions	9
Application of the fractional entropy for one-dimensional velocity distribution with dip-phenomenon in open-channel turbulent flows	9
Using Harris hawk optimization towards support vector regression to ozone prediction	9
Influence of AOD remotely sensed products, meteorological parameters, and AOD–PM2.5 models on the PM2.5 estimation	9
Changes in NO2 and O3 levels due to the pandemic lockdown in the industrial cities of Tehran and Arak, Iran using Sentinel 5P images, Google Earth Engine (GEE) and statistical analysis	9
Complex network analysis of PM2.5 transport in the Yangtze River Delta Region, China	9
Exploring the physical interpretation of long-term memory in hydrology	9
Bootstrapped ensemble and reliability ensemble averaging approaches for integrated uncertainty analysis of streamflow projections	9
Multi-GCM ensemble model for reduction of uncertainty in runoff projections	9
An optimal integration of multiple machine learning techniques to real-time reservoir inflow forecasting	9
Catchment classification using community structure concept: application to two large regions	9
The Gauss hypergeometric covariance kernel for modeling second-order stationary random fields in Euclidean spaces: its compact support, properties and spectral representation	9
Non-carcinogenic health risk assessment and predicting of pollution indexing of groundwater around Osisioma, Nigeria, using artificial neural networks and multi-linear modeling principles	8
Contamination, risk assessment and source apportionment of the heavy metals in the soils of apple orchard in Qixia City, Shandong Province, China	8
A review on the climate-induced depletion of Iran’s aquifers	8
The stochastic modified Lundqvist-Korf diffusion process: statistical and computational aspects and application to modeling of the $$\hbox {CO}_2$$ emission in Morocco	8
Deep Lagged-Wavelet for monthly rainfall forecasting in a tropical region	8
Prediction of flood routing results in the Central Anatolian region of Türkiye with various machine learning models	8
Predict water quality using an improved deep learning method based on spatiotemporal feature correlated: a case study of the Tanghe Reservoir in China	8
Investigating seasonal drought severity-area-frequency (SAF) curve over Indian region: incorporating GCM and scenario uncertainties	8
An iterative updating heuristic search strategy for groundwater contamination source identification based on an ACPSO–ELM surrogate system	8
Twenty-two families of multivariate covariance kernels on spheres, with their spectral representations and sufficient validity conditions	8
Global autocorrelation test based on the Monte Carlo method and impacts of eliminating nonstationary components on the global autocorrelation test	8
Spatial variation and influence factor analysis of soil heavy metal As based on geoDetector	8
Risk analysis of natural water resources scarcity based on a stochastic simulation model in the hilly area of southwest China	8
LSTM-CM: a hybrid approach for natural drought prediction based on deep learning and climate models	8
Geospatial analysis, source identification, contamination status, ecological and health risk assessment of heavy metals in agricultural soils from Qallin city, Egypt	8
Development of a new hybrid ensemble method for accurate characterization of future drought using multiple global climate models	8
A stochastic Bayesian bootstrapping model for COVID-19 data	8
Investigating the effects of climate change on future hydrological drought in mountainous basins using SWAT model based on CMIP5 model	8
How does land use configuration influence on sediment heavy metal pollution? Comparison between riparian zone and sub-watersheds	8
Risk analysis of reservoir floodwater utilization coupling meteorological and hydrological uncertainties	8
Quantitative soil erosion risk assessment due to rapid urbanization in the Cox’s Bazar district and Rohingya refugee camps in Bangladesh	8
Contamination and risk assessment of heavy metals in coastal sediments from the Mid-Black Sea, Turkey	8
Mixed statistical and data mining analysis of river flow and catchment properties at regional scale	8
Adaptive LASSO estimation for functional hidden dynamic geostatistical models	8
Geostatistical based framework for spatial modeling of groundwater level during dry and wet seasons in an arid region: a case study at Hadat Ash-Sham experimental station, Saudi Arabia	7
Tackling random fields non-linearities with unsupervised clustering of polynomial chaos expansion in latent space: application to global sensitivity analysis of river flooding	7
Construction of Greenspace Landscape Ecological Network Based on Resistance Analysis of GeoDetector in Jinan	7
Spatio-temporal precipitation changes and their localized predictors in the Taihang Mountain region, North China	7
Feature importance measures to dissect the role of sub-basins in shaping the catchment hydrological response: a proof of concept	7
Statistical spatiotemporal analysis of hydro-morphological processes in China during 1950–2015	7
ITSO: a novel inverse transform sampling-based optimization algorithm for stochastic search	7
Real-time error correction for flood forecasting based on machine learning ensemble method and its uncertainty assessment	7
Catchment natural driving factors and prediction of baseflow index for Continental United States based on Random Forest technique	7
The increasing risk of future simultaneous droughts over the Yangtze River basin based on CMIP6 models	7
Partially linear models based on heavy-tailed and asymmetrical distributions	7
A decision support system for the identification of critical zones in a watershed to implement land management practices	7
Extreme sea levels along coastal China: uncertainties and implications	7
Geospatial modelling of floods: a literature review	7
Simultaneous determination and exposure assessment of six common pesticides in greenhouses through modified QuEChERS and gas chromatography–mass spectrometry	7
Stochastic modeling of solar irradiance during hurricanes	7
Projected wave climate temporal variability due to climate change	7
A model integrating the system dynamic model with the risk based two-stage stochastic robust programming model for agricultural-ecological water resources management	7
Water-energy-food nexus: challenges and opportunities	7
Dispersivity variations of solute transport in heterogeneous sediments: numerical and experimental study	7
A Bayesian machine learning approach for spatio-temporal prediction of COVID-19 cases	7
Sampling behavioral model parameters for ensemble-based sensitivity analysis using Gaussian process emulation and active subspaces	7
Planning for climate change: evaluating the changing patterns of flood vulnerability in a case study in New Taipei City, Taiwan	7
Learning from panel data of dengue incidence and meteorological factors in Jakarta, Indonesia	7
Impact of geostatistical reconstruction approaches on model calibration for flow in highly heterogeneous aquifers	7
Investigating the impact of input variable selection on daily solar radiation prediction accuracy using data-driven models: a case study in northern Iran	7
Dynamic hazard assessment of debris flow based on TRIGRS and flow-R coupled models	7
Influence of the spatial distribution pattern of buildings on the distribution of PM2.5 concentration	7
Conditional simulation of categorical spatial variables using Gibbs sampling of a truncated multivariate normal distribution subject to linear inequality constraints	7
Do geopolitical risk and economic policy uncertainty cause CO2 emissions in BRICS? The role of institutional quality and energy productivity	7