Stochastic Environmental Research and Risk Assessment

(The TQCC of Stochastic Environmental Research and Risk Assessment is 7. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 500 papers]. The publications cover those that have been published in the past four years, i.e., from 2019-11-01 to 2023-11-01.)
A machine learning forecasting model for COVID-19 pandemic in India225
Short-term water quality variable prediction using a hybrid CNN–LSTM deep learning model188
Application of an enhanced BP neural network model with water cycle algorithm on landslide prediction112
Flood susceptibility modeling in Teesta River basin, Bangladesh using novel ensembles of bagging algorithms101
Support vector regression optimized by meta-heuristic algorithms for daily streamflow prediction80
Risk analysis of health, safety and environment in chemical industry integrating linguistic FMEA, fuzzy inference system and fuzzy DEA70
Investigating effect of climate change on drought propagation from meteorological to hydrological drought using multi-model ensemble projections68
District based flood risk assessment in Istanbul using fuzzy analytical hierarchy process57
An improved long short-term memory network for streamflow forecasting in the upper Yangtze River56
Meteorological impacts on the incidence of COVID-19 in the U.S.53
Short term rainfall-runoff modelling using several machine learning methods and a conceptual event-based model51
Evaluating severity–area–frequency (SAF) of seasonal droughts in Bangladesh under climate change scenarios50
Evaluation of stochastic and artificial intelligence models in modeling and predicting of river daily flow time series47
Projections of precipitation over China based on CMIP6 models47
Assessment of occupational risks from human health and environmental perspectives: a new integrated approach and its application using fuzzy BWM and fuzzy MAIRCA46
Comparison of gradient boosted decision trees and random forest for groundwater potential mapping in Dholpur (Rajasthan), India44
COVID-19 and water43
Wavelet analysis of precipitation extremes over India and teleconnections to climate indices42
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 s41
Effects of land use cover change on carbon emissions and ecosystem services in Chengyu urban agglomeration, China38
A literature-based study on the water–energy–food nexus for sustainable development38
Artificial Intelligence models for prediction of the tide level in Venice37
A comparative study of mutual information-based input variable selection strategies for the displacement prediction of seepage-driven landslides using optimized support vector regression37
Development of new machine learning model for streamflow prediction: case studies in Pakistan36
A novel hybrid dragonfly optimization algorithm for agricultural drought prediction34
Exposure and health: A progress update by evaluation and scientometric analysis33
Forest landscape visual quality evaluation using artificial intelligence techniques as a decision support system33
Dissecting innovative trend analysis33
Review of landslide susceptibility assessment based on knowledge mapping30
Stream water quality prediction using boosted regression tree and random forest models30
Trends in temperature and precipitation extremes in historical (1961–1990) and projected (2061–2090) periods in a data scarce mountain basin, northern Pakistan30
Hydrological drought forecasting using multi-scalar streamflow drought index, stochastic models and machine learning approaches, in northern Iran29
Sensitivity of normalized difference vegetation index (NDVI) to land surface temperature, soil moisture and precipitation over district Gautam Buddh Nagar, UP, India29
Heavy metals in soil of an urban industrial zone in a metropolis: risk assessment and source apportionment28
A new principal component analysis by particle swarm optimization with an environmental application for data science28
LSTM integrated with Boruta-random forest optimiser for soil moisture estimation under RCP4.5 and RCP8.5 global warming scenarios28
Suitability of data preprocessing methods for landslide displacement forecasting27
Occupational health, safety and environmental risk assessment in textile production industry through a Bayesian BWM-VIKOR approach27
Drought indicator analysis and forecasting using data driven models: case study in Jaisalmer, India26
Uncertainty quantification for hydrological models based on neural networks: the dropout ensemble26
Modelling daily reference evapotranspiration based on stacking hybridization of ANN with meta-heuristic algorithms under diverse agro-climatic conditions26
A new soft computing model for daily streamflow forecasting26
A comparison of statistical and machine learning methods for debris flow susceptibility mapping25
Markov chain Monte Carlo with neural network surrogates: application to contaminant source identification24
Assessing the effects of climate change and human activities on runoff variations from a seasonal perspective24
Changes in monthly streamflow in the Hindukush–Karakoram–Himalaya Region of Pakistan using innovative polygon trend analysis24
An errors-in-variables model based on the Birnbaum–Saunders distribution and its diagnostics with an application to earthquake data23
Asymmetric impact of pandemics-related uncertainty on CO2 emissions: evidence from top-10 polluted countries23
Impact of climate change on crop water and irrigation requirements over eastern Himalayan region23
Stacking ensemble of deep learning methods for landslide susceptibility mapping in the Three Gorges Reservoir area, China23
Hybrid deep learning method for a week-ahead evapotranspiration forecasting23
Rainfall forecasting in upper Indus basin using various artificial intelligence techniques22
Comprehensive evaluation of machine learning models for suspended sediment load inflow prediction in a reservoir21
Developing hybrid time series and artificial intelligence models for estimating air temperatures21
Renewable energy, economic freedom and economic policy uncertainty: New evidence from a dynamic panel threshold analysis for the G-7 and BRIC countries20
Environmental regulations, Chinese-style fiscal decentralization, and carbon emissions: from the perspective of moderating effect20
Changes in climatic patterns and tourism and their concomitant effect on drinking water transfers into the region of South Aegean, Greece19
Global and local diagnostic analytics for a geostatistical model based on a new approach to quantile regression18
Trivariate joint probability model of typhoon-induced wind, wave and their time lag based on the numerical simulation of historical typhoons18
Exploring Bayesian model averaging with multiple ANNs for meteorological drought forecasts18
Explicit data-driven models for prediction of pressure fluctuations occur during turbulent flows on sloping channels17
Data-driven approaches for runoff prediction using distributed data17
Storm surge risk assessment method for a coastal county in China: case study of Jinshan District, Shanghai17
Artificial neural network and multi-criteria decision-making models for flood simulation in GIS: Mazandaran Province, Iran17
Identification of anthropogenic contribution to wetland degradation: Insights from the environmetric techniques17
Have any effect of COVID-19 lockdown on environmental sustainability? A study from most polluted metropolitan area of India17
A GIS-based comparative study of hybrid fuzzy-gene expression programming and hybrid fuzzy-artificial neural network for land subsidence susceptibility modeling16
Risk assessment of extreme air pollution based on partial duration series: IDF approach16
Application and comparison of different ensemble learning machines combining with a novel sampling strategy for shallow landslide susceptibility mapping16
Bayesian inference in multivariate spatio-temporal areal models using INLA: analysis of gender-based violence in small areas16
Multiple-point statistics using multi-resolution images16
Landslide displacement prediction based on Variational mode decomposition and MIC-GWO-LSTM model15
Projection of Hot and Cold Extremes in the Amu River Basin of Central Asia using GCMs CMIP615
Modelling and attributing evapotranspiration changes on China’s Loess Plateau with Budyko framework considering vegetation dynamics and climate seasonality15
Predictive modeling of forest fire using geospatial tools and strategic allocation of resources: eForestFire15
Landslide susceptibility mapping in Three Gorges Reservoir area based on GIS and boosting decision tree model15
A hybrid interval displacement forecasting model for reservoir colluvial landslides with step-like deformation characteristics considering dynamic switching of deformation states15
Detecting the impact of climate and reservoirs on extreme floods using nonstationary frequency models15
Prediction of heat waves over Pakistan using support vector machine algorithm in the context of climate change15
Concentration, distribution and probabilistic health risk assessment of exposure to fluoride in drinking water of Hormozgan province, Iran15
Flood susceptibility mapping in an arid region of Pakistan through ensemble machine learning model15
Influence factor analysis of soil heavy metal Cd based on the GeoDetector15
A hybrid framework for forecasting monthly reservoir inflow based on machine learning techniques with dynamic climate forecasts, satellite-based data, and climate phenomenon information15
Artificial intelligence application in drought assessment, monitoring and forecasting: a review15
River flow rate prediction in the Des Moines watershed (Iowa, USA): a machine learning approach15
Background error covariance iterative updating with invariant observation measures for data assimilation15
Land subsidence prediction using recurrent neural networks15
Spatial modeling of susceptibility to subsidence using machine learning techniques15
The influence of meteorological variables and lockdowns on COVID-19 cases in urban agglomerations of Indian cities14
Algal community and pollution indicators for the assessment of water quality of Ismailia canal, Egypt14
Models for the difference of continuous covariance functions14
Application of deep learning to large scale riverine flow velocity estimation14
Error covariance tuning in variational data assimilation: application to an operating hydrological model14
Comparison of mapping approaches for estimating extreme precipitation of any return period at ungauged locations13
Probabilistic multi-objective optimization for landslide reinforcement with stabilizing piles in Zigui Basin of Three Gorges Reservoir region, China13
A hundred years of Caposele spring discharge measurements: trends and statistics for understanding water resource availability under climate change13
Quantitative assessment of adaptive measures on optimal water resources allocation by using reliability, resilience, vulnerability indicators13
Risk assessment of hot and humid environments through an integrated fuzzy AHP-VIKOR method13
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, China13
Probable streamflow changes and its associated risk to the water resources of Abuan watershed, Philippines caused by climate change and land use changes13
Western North Pacific tropical cyclone track forecasts by a machine learning model13
Examining the impact of lockdown (due to COVID-19) on ambient aerosols (PM2.5): A study on Indo-Gangetic Plain (IGP) Cities, India13
A novel model for regional susceptibility mapping of rainfall-reservoir induced landslides in Jurassic slide-prone strata of western Hubei Province, Three Gorges Reservoir area13
A clustering-based approach for prioritizing health, safety and environment risks integrating fuzzy C-means and hybrid decision-making methods13
Daily scale evapotranspiration prediction over the coastal region of southwest Bangladesh: new development of artificial intelligence model13
A novel swarm intelligence: cuckoo optimization algorithm (COA) and SailFish optimizer (SFO) in landslide susceptibility assessment13
Air pollution in five Indian megacities during the Christmas and New Year celebration amidst COVID-19 pandemic12
Efficiency exploration of frequency ratio, entropy and weights of evidence-information value models in flood vulnerabilityassessment: a study of raiganj subdivision, Eastern India12
Decoding trend of Indian summer monsoon rainfall using multimethod approach12
Spatio temporal hydrological extreme forecasting framework using LSTM deep learning model12
Application of complex networks for monthly rainfall dynamics over central Vietnam12
Source apportionment and associated potential ecological risk assessment of heavy metals in coastal marine sediments samples in Ondo, Southwest, Nigeria12
Effect of spatially variable saturated hydraulic conductivity with non-stationary characteristics on the stability of reservoir landslides12
Nearest neighbor time series bootstrap for generating influent water quality scenarios12
Quantifying increased fire risk in California in response to different levels of warming and drying12
Multiple-point geostatistical simulation based on conditional conduction probability12
Ambient PM2.5 and O3 pollution and health impacts in Iranian megacity12
Influence of source uncertainty on stochastic ground motion simulation: a case study of the 2022 Mw 6.6 Luding, China, earthquake11
Use of fractal models to define the scaling behavior of the aquifers’ parameters at the mesoscale11
Modelling background seismicity components identified by nearest neighbour and stochastic declustering approaches: the case of Northeastern Italy11
A critical analysis of the shortcomings in spatial frequency analysis of rainfall extremes based on homogeneous regions and a comparison with a hierarchical boundaryless approach11
Risk assessment of the step-by-step return-to-work policy in Beijing following the COVID-19 epidemic peak11
Predicting daily reference evapotranspiration rates in a humid region, comparison of seven various data-based predictor models11
Investigating the ability of periodically correlated (PC) time series models to forecast the climate index11
The Bayesian Susceptible-Exposed-Infected-Recovered model for the outbreak of COVID-19 on the Diamond Princess Cruise Ship11
Enhanced potential ecological risk induced by a large scale water diversion project11
L-moments for automatic threshold selection in extreme value analysis11
Impact of climate change on stormwater drainage in urban areas11
A proposal of a balanced scorecard to the water, energy and food nexus approach: Brazilian food policies in the context of sustainable development goals11
A hierarchical cosimulation algorithm integrated with an acceptance–rejection method for the geostatistical modeling of variables with inequality constraints11
Machine learning and automatic ARIMA/Prophet models-based forecasting of COVID-19: methodology, evaluation, and case study in SAARC countries11
Peaks-over-threshold model in flood frequency analysis: a scoping review11
New design of water-energy-food-environment nexus for sustainable agricultural management11
Spatial modeling of river bank shifting and associated LULC changes of the Kaljani River in Himalayan foothills11
Relevance of spatio-temporal rainfall variability regarding groundwater management challenges under global change: case study in Doñana (SW Spain)11
Projected changes in thermal bioclimatic indicators over the Middle East and North Africa under Paris climate agreement11
Study of temporal streamflow dynamics with complex networks: network construction and clustering11
Assessing erosion prone areas in a watershed using interval rough-analytical hierarchy process (IR-AHP) and fuzzy logic (FL)10
Development of a quantitative risk assessment method for a biomass gasification unit by combining DEMATEL-ISM and CM-TOPSIS10
Spatial distribution, pollution levels, and risk assessment of potentially toxic metals in road dust from major tourist city, Dehradun, Uttarakhand India10
Parametrisation of change-permitting extreme value models and its impact on the description of change10
Improving the performance of random forest for estimating monthly reservoir inflow via complete ensemble empirical mode decomposition and wavelet analysis10
Power-law behaviors of the duration size of unhealthy air pollution events10
A comparison of ranking filter methods applied to the estimation of NO2 concentrations in the Bay of Algeciras (Spain)10
Exploring spatial distributions of increments in soil heavy metals and their relationships with environmental factors using GWR10
A quantitative analysis of research trends in flood hazard assessment10
Mechanistic models supporting uncertainty quantification of water quality predictions in heterogeneous mining waste rocks: a review10
Flood vulnerability of a few areas in the foothills of the Western Ghats: a comparison of AHP and F-AHP models10
Prediction of $$\hbox {PM}_{2.5}$$ concentration based on weighted bagging and image contrast-sensitive features10
Selection of the gridded temperature dataset for assessment of thermal bioclimatic environmental changes in Amu Darya River basin10
Improved space–time sea surface salinity mapping in Western Pacific ocean using contingogram modeling10
Stream gauge network grouping analysis using community detection10
A framework for projecting future streamflow of the Yalong River basin to climate change10
A hierarchical spatio-temporal model to analyze relative risk variations of COVID-19: a focus on Spain, Italy and Germany10
Addressing the relevance of COVID–19 pandemic in nature and human socio-economic fate10
An assessment of snow-glacier melt runoff under climate change scenarios in the Himalayan basin9
Multiscale investigation of precipitation extremes over Ethiopia and teleconnections to large-scale climate anomalies9
A revised range of variability approach considering the morphological alteration of hydrological indicators9
Spatio-temporal estimation of wind speed and wind power using extreme learning machines: predictions, uncertainty and technical potential9
Constructed wetland management in urban catchments for mitigating floods9
On the use of adaptive spatial weight matrices from disease mapping multivariate analyses9
A multi-state Markov chain model to assess drought risks in rainfed agriculture: a case study in the Nineveh Plains of Northern Iraq9
From scenario-based seismic hazard to scenario-based landslide hazard: fast-forwarding to the future via statistical simulations9
Stochastic sediment transport: anomalous diffusions and random movement9
Vine copula and cloud model-based programming approach for agricultural water allocation under uncertainty9
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)9
A new framework for rainfall downscaling based on EEMD and an improved fractal interpolation algorithm9
Heuristic search strategy based on probabilistic and geostatistical simulation approach for simultaneous identification of groundwater contaminant source and simulation model parameters9
Multi-model streamflow prediction using conditional bias-penalized multiple linear regression9
A hybrid Daily PM2.5 concentration prediction model based on secondary decomposition algorithm, mode recombination technique and deep learning9
Investigating the spatio-temporal variations of the impact of urbanization on haze pollution using multiple indicators9
Developing reservoir evaporation predictive model for successful dam management9
Contamination and health risk assessment of potentially harmful elements associated with roadside dust in Dhanbad India9
Stochastic investigation of daily air temperature extremes from a global ground station network9
Hydroclimatic aggregate drought index (HADI): a new approach for identification and categorization of drought in cold climate regions8
Spatial modeling of Dengue prevalence and kriging prediction of Dengue outbreak in Khyber Pakhtunkhwa (Pakistan) using presence only data8
Investigating variation characteristics and driving forces of lake water level complexity in a complex river–lake system8
Evolution and drought hazard mapping of future meteorological and hydrological droughts using CMIP6 model8
Development of Flood Monitoring Index for daily flood risk evaluation: case studies in Fiji8
Assessment of spatiotemporal variability of precipitation using entropy indexes: a case study of Beijing, China8
Modeling moisture redistribution of drip irrigation systems by soil and system parameters: regression-based approaches8
Risk analysis of natural water resources scarcity based on a stochastic simulation model in the hilly area of southwest China8
Spatio-temporal analysis of fire occurrence in Australia8
Using data-driven algorithms for semi-automated geomorphological mapping8
A stochastic epidemic model coupled with seasonal air pollution: analysis and data fitting8
Projections on climate internal variability and climatological mean at fine scales over South Korea8
The effect of ambient fine particulate matter (PM2.5) on respiratory diseases in China: a systematic review and meta-analysis8
Improved prediction of daily pan evaporation using Bayesian Model Averaging and optimized Kernel Extreme Machine models in different climates8
Effects of estimation techniques on generalised extreme value distribution (GEVD) parameters and their spatio-temporal variations8
Improving geostatistical predictions of two environmental variables using Bayesian maximum entropy in the Sungun mining site8
Estimation of short-lived climate forced sulfur dioxide in Tehran, Iran, using machine learning analysis8
Spatio-temporal analysis of heating and cooling degree-days over Iran8
Choosing between Gaussian and MPS simulation: the role of data information content—a case study using uncertain interpretation data points8
Probabilistic long-term reservoir operation employing copulas and implicit stochastic optimization8
Application of information fusion techniques and satellite products in the optimal redesign of rain gauge networks8
Deep learning-based assessment of flood severity using social media streams8
A nuanced quantile random forest approach for fast prediction of a stochastic marine flooding simulator applied to a macrotidal coastal site8
A method to increase the number of positive samples for machine learning-based urban waterlogging susceptibility assessments8
On the prediction of landslide occurrences and sizes via Hierarchical Neural Networks7
The stochastic modified Lundqvist-Korf diffusion process: statistical and computational aspects and application to modeling of the $$\hbox {CO}_2$$ emission in Morocco7
Projected wave climate temporal variability due to climate change7
Controls of uncertainty in acid rock drainage predictions from waste rock piles examined through Monte-Carlo multicomponent reactive transport7
A model integrating the system dynamic model with the risk based two-stage stochastic robust programming model for agricultural-ecological water resources management7
Polluted waters of the reclaimed islands of Indian Sundarban promote more greenhouse gas emissions from mangrove ecosystem7
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, India7
Distribution and release mechanism of heavy metals in sediments of Yelang Lake by DGT7
Using Harris hawk optimization towards support vector regression to ozone prediction7
Complex network analysis of PM2.5 transport in the Yangtze River Delta Region, China7
Global autocorrelation test based on the Monte Carlo method and impacts of eliminating nonstationary components on the global autocorrelation test7
Deep learning algorithms to develop Flood susceptibility map in Data-Scarce and Ungauged River Basin in India7
Research on stage-divided water level prediction technology of rivers-connected lake based on machine learning: a case study of Hongze Lake, China7
Some properties of local weighted second-order statistics for spatio-temporal point processes7
Comparison of general kernel, multiple kernel, infinite ensemble and semi-supervised support vector machines for landslide susceptibility prediction7
Space-time variations of hydrological drought severities and trends in the semi-arid Euphrates Basin, Turkey7
Conditional simulation of categorical spatial variables using Gibbs sampling of a truncated multivariate normal distribution subject to linear inequality constraints7
Investigating seasonal drought severity-area-frequency (SAF) curve over Indian region: incorporating GCM and scenario uncertainties7
Influence of AOD remotely sensed products, meteorological parameters, and AOD–PM2.5 models on the PM2.5 estimation7
Application of novel ensemble models and k-fold CV approaches for Land subsidence susceptibility modelling7
From scenario-based seismic hazard to scenario-based landslide hazard: rewinding to the past via statistical simulations7
Contamination source detection in water distribution networks using belief propagation7
Prediction of spatial landslide susceptibility applying the novel ensembles of CNN, GLM and random forest in the Indian Himalayan region7
Functional ANOVA approaches for detecting changes in air pollution during the COVID-19 pandemic7
New insights on the surface hydrological connectivity of water depth thresholds in a flood-pulse-influenced floodplain system (Poyang Lake, China)7
Outflow sediment concentration forecasting by integrating machine learning approaches and time series analysis in reservoir desilting operation7
Prediction of heat waves using meteorological variables in diverse regions of Iran with advanced machine learning models7
Snow avalanche susceptibility mapping using novel tree-based machine learning algorithms (XGBoost, NGBoost, and LightGBM) with eXplainable Artificial Intelligence (XAI) approach7
Challenging problems of quality assurance and quality control (QA/QC) of meteorological time series data7
Comparative analysis of two drought indices in the calculation of drought recovery time and implications on drought assessment: East Africa's Lake Victoria Basin7
Stochastic assessment of the effect of land-use change on nonpoint source-driven groundwater quality using an efficient scaling approach7
Two-stage deep learning hybrid framework based on multi-factor multi-scale and intelligent optimization for air pollutant prediction and early warning7
Hybrids of machine learning techniques and wavelet regression for estimation of daily solar radiation7
A data assimilation approach for groundwater parameter estimation under Bayesian maximum entropy framework7
Undersampling in action and at scale: application to the COVID-19 pandemic7
Exploring the physical interpretation of long-term memory in hydrology7