Stochastic Environmental Research and Risk Assessment

Article	Citations
Crime risk assessment through Cox and self-exciting spatio-temporal point processes	98
MVIE-LSTM: a deep learning-based method for water quality assessment using monthly river data	83
LWDF: A lightweight diffusion model for sea surface temperature prediction	79
Examining the evolution and influential factors of regional ecological security patterns: a case study of Jiangsu Province, China	73
WaveTransTimesNet: an enhanced deep learning monthly runoff prediction model based on wavelet transform and transformer architecture	62
Assessing wind power generation potential over South Asia using wind speed observation and reanalysis datasets	60
Design optimization of dual-circulation wells using deep learning	58
Unveiling the interactive effects: seasonal variations and pollution sources shaping the quality of surface water system in Khanh Hoa, Vietnam	54
Evolving drought dynamics in Barcelona: leveraging a Bayesian ensemble algorithm for insightful analysis and a bidirectional long short-term memory network for predictive modeling	51
A review on the scaling properties in maximum rainfall marginal distributions: theoretical background, probabilistic modeling, and recent developments	50
Using Harris hawk optimization towards support vector regression to ozone prediction	48
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	45
Ecological risk assessment and multi-scenario dynamic prediction of the arid oasis cities in northwest China from 1990 to 2030	44
Empirical mode decomposition for improved radar wind estimation during rainy conditions	42
A novel swarm intelligence: cuckoo optimization algorithm (COA) and SailFish optimizer (SFO) in landslide susceptibility assessment	42
Inhalable particulate (PM10) emission externalities from overburden dumps and associated health risk assessment in densely populated coalfield	39
New spatio-temporal complex covariance functions for vectorial data through positive mixtures	38
Spatio temporal hydrological extreme forecasting framework using LSTM deep learning model	37
A Bayesian machine learning approach for spatio-temporal prediction of COVID-19 cases	37
A hybrid mathematical model for estimation of runoff uncertainty influenced by climate drivers	36
Security assessment and obstacle factors diagnosis of water-energy-food nexus based on pressure-state-response framework in Northwest China	35
Pollution levels, sources and risk assessment of polycyclic aromatic hydrocarbons in farmland soil and crops near Urumqi Industrial Park, Xinjiang, China	35
Predicting discharge from a complex karst system using the ensemble smoother with multiple data assimilation	34
A hybrid heuristic-driven technique to study the dynamics of savanna ecosystem	33
Identifying groundwater contamination sources based on the hybrid grey wolf gradient algorithm and deep belief neural network	33

Implementation of free and open-source semi-automatic feature engineering tool in landslide susceptibility mapping using the machine-learning algorithms RF, SVM, and XGBoost	33
An integrated approach for agricultural water resources management under drought with consideration of multiple uncertainties	31
Informational predictability, and an application to the intensity of high-resolution temporal rainfall	31
Modelling can reduce contamination from mosquito population control	31
Characterizing compound flooding potential and the corresponding driving mechanisms across coastal environments	31
A conditional machine learning classification approach for spatio-temporal risk assessment of crime data	30
Influence of reclamation on the water exchange in Bohai Bay using trajectory clustering	28
Multilayer perceptron-based predictive model using wavelet transform for the reconstruction of missing rainfall data	28
An automatic quality evaluation procedure for third-party daily rainfall observations and its application over Australia	28
Saharan dust contributions to high hourly PM10 concentrations at a background station in Southwestern Europe	28
Adaptive LASSO estimation for functional hidden dynamic geostatistical models	27
Modeling and predicting mean indoor radon concentrations in Austria by generalized additive mixed models	27
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	25
Evaluating extreme precipitation in gridded datasets with a novel station database in Morocco	25
Bayesian probabilistic characterization of the shear-wave velocity combining the cone penetration test and standard penetration test	24
Using the SARIMA model to predict the trends of evapotranspiration and runoff in the Muringato river basin, Kenya	24
Comparison of data-driven methods for linking extreme precipitation events to local and large-scale meteorological variables	24
A method for predicting water quality of river basin based on OVMD-GAT-GRU	23
Streamflow forecasting method with a hybrid physical process-mathematical statistic	23
A new method for detecting abrupt changes in the dependence among multivariate hydrological series based on moving cut total correlation	23
Hourly rainfall-runoff modelling by combining the conceptual model with machine learning models in mostly karst Ljubljanica River catchment in Slovenia	23
Assessment of regional drought risk coupled with drought response capacity considering water supply systems	22
A new integrated prediction method of river level based on spatiotemporal correlation	22
Assessment of adaptation scenarios for agriculture water allocation under climate change impact	22
Exploring spatiotemporal chaos in hydrological data: evidence from Ceará, Brazil	22
A new interpretable prediction framework for step-like landslide displacement	21
Bayesian joint longitudinal models for assessing the exploitation rates of sardine stock in the Mediterranean Sea	21
Quantifying aquifer contamination risk from casing rupture using support vector machine: a comprehensive assessment	21
Joint identification of contaminant source and dispersion coefficients based on multi-observed reconstruction and ensemble Kalman filtering	21
Temporal and spatial pattern analysis and susceptibility assessment of geological hazards in Hunan Province of China from 2015 to 2022	21
Uncertainty reduction in flood areas by probabilistic analyses of land use/cover in models of two-dimensional hydrodynamic model of dam-break	21
Utilizing artificial intelligence techniques for soil depth prediction and its influences in landslide hazard modeling	21
Application of the Global Uncertainty and Sensitivity Analysis to assess the importance of deadwood characteristics for forest biodiversity	21
Performance-based wind engineering assessment of a telecommunication mast utilizing Bayesian extreme wind velocity model	21
Evaluating changes in flood frequency due to climate change in the Western Cape, South Africa	20
Sensitivity analysis in the wavelet domain: a comparison study	20
Predicting the price of crude oil based on the stochastic dynamics learning from prior data	20
Dynamic Bayesian networks for spatiotemporal modeling and its uncertainty in tradeoffs and synergies of ecosystem services: a case study in the Tarim River Basin, China	20
Connectedness of green financing, green energy and technological progress towards energy transition and climate goal: exposition of the best practise to achieve sustainable environmental development	20
Probabilistic seasonal precipitation forecasts using quantiles of ensemble forecasts	20
Displacement prediction for landslide with step-like behavior based on stacking ensemble learning strategy	19
Data analysis and preprocessing techniques for air quality prediction: a survey	19
How enterprise climate risk perception affects organizational resilience: a green technology innovation perspective	18
Daily multistep soil moisture forecasting by combining linear and nonlinear causality and attention-based encoder-decoder model	18
Evaluation of the significance of spatial trends for geostatistical simulation	18
Image classification for sub-surface crack identification in concrete dam based on borehole CCTV images using deep dense hybrid model	18
Comparison of feature importance measures and variance-based indices for sensitivity analysis: case study of radioactive waste disposal flow and transport model	17
Underdetection in a stochastic SIR model for the analysis of the COVID-19 Italian epidemic	17
Upscaling bimolecular reactive transport in highly heterogeneous porous media with the LAgrangian Transport Eulerian Reaction Spatial (LATERS) Markov model	17
Contextual contact tracing based on stochastic compartment modeling and spatial risk assessment	17

Deep hybridnet for drought prediction based on large-scale climate indices and local meteorological conditions	17
Oxygen-18 prediction using machine learning in the Baltic Artesian Basin groundwater	17
Experimental study of drag coefficient in non-darcy steady and unsteady flow conditions in rockfill	17
Partially linear models based on heavy-tailed and asymmetrical distributions	16
Nonparametric extrapolation of extreme quantiles: a comparison study	16
An optimal integration of multiple machine learning techniques to real-time reservoir inflow forecasting	16
Predicting hydrological alterations to quantitative and localized climate change in plateau regions: A case study of the Lake Dianchi Basin, China	16
Have any effect of COVID-19 lockdown on environmental sustainability? A study from most polluted metropolitan area of India	15
Comparative assessment of reference crop evapotranspiration models and its sensitivity to meteorological variables in Peninsular Malaysia	15
Transfer entropy coupled directed–weighted complex network analysis of rainfall dynamics	15
Application of uncertain hurricane climate change projections to catastrophe risk models	15
A two-stage joint chance-constrained programming considering compound uncertainty of interval, random and fuzzy: a case study for agricultural water planning in an arid area	15
Hybrid deep learning method for a week-ahead evapotranspiration forecasting	15
Research on performance evaluation and obstacle diagnosis for urban water ecological civilization construction based on GFAHP-cloud-FSE model: the case of Shizuishan, China	15
Assessment of the effects of natural and anthropogenic drivers on extreme flood events in coastal regions	15
Stochastic smoothing of point processes for wildlife-vehicle collisions on road networks	15
Non-linear granger causality approach for non-stationary modelling of extreme precipitation	14
Landslide hazard, susceptibility and risk assessment (HSRA) based on remote sensing and GIS data models: a case study of Muzaffarabad Pakistan	14
Improving deep learning-based streamflow forecasting under trend varying conditions through evaluation of new wavelet preprocessing technique	14
Improving short-term streamflow forecasting by flow mode clustering	14
Investigating early warning signs of gully propagation in southeastern Nigeria using erosion prediction potential models	14
Master equation model for solute transport in river basins: part II basin fluvial scale	14
Sediment load forecasting from a biomimetic optimization perspective: Firefly and Artificial Bee Colony algorithms empowered neural network modeling in Çoruh River	14
A new methodology is outlined and demonstrated on the improvement of uncertainty and sensitivity analysis based on the random sampling method	14
New design of water-energy-food-environment nexus for sustainable agricultural management	14
Multimodel classification and regression technique for the statistical downscaling of temperature	14
Two-stage deep learning hybrid framework based on multi-factor multi-scale and intelligent optimization for air pollutant prediction and early warning	14
Comparative analysis of joint distribution models for tropical cyclone atmospheric parameters in probabilistic coastal hazard analysis	14
Short-term effects of multiple ozone metrics on outpatient visits for urticaria in Lanzhou, China	13
Urbanization vs. climate drivers: investigating changes in fluvial floods in Poland	13
Modelling multidecadal variability in flood frequency using the Two-Component Extreme Value distribution	13
Informational assessment of large scale self-similarity in nonlinear random field models	13
From scenario-based seismic hazard to scenario-based landslide hazard: fast-forwarding to the future via statistical simulations	13
Optimal decision rules for marked point process models	13
An innovative approach for predicting pandemic hotspots in complex wastewater networks using graph theory coupled with fuzzy logic	13
Assessing climate change risks using multi-criteria decision-making (MCDM) techniques in Raichur Taluk, Karnataka, India	13
Advancements in weather forecasting for precision agriculture: From statistical modeling to transformer-based architectures	13
Improving the performance of random forest for estimating monthly reservoir inflow via complete ensemble empirical mode decomposition and wavelet analysis	13
Sustainability in shaky times: analysing the resilience of green bonds amid economic policy uncertainty	13
An ensemble convolutional reinforcement learning gate network for metro station PM2.5 forecasting	13
Assessment of loss of life caused by dam failure based on fuzzy theory and hybrid random forest model	13
Ambient PM2.5 and O3 pollution and health impacts in Iranian megacity	13
An analysis of the spatial distribution of NO2 extremes in the metropolitan area of the valley of Mexico using a decision tree	12
Lévy-induced stochastic differential equation models in rainfall–runoff systems for assessing extreme hydrological event risks	12
Landslide susceptibility mapping in Three Gorges Reservoir area based on GIS and boosting decision tree model	12
Assessment of climate change impacts on the construction of homogeneous climate zones and climate projections during the twenty first century over Pakistan	12
Assessment of long-term spatio-temporal variability of hot extremes and associated physical mechanism over India	12
An analytical approach to evaluate the impact of age demographics in a pandemic	12
Spatio-temporal analysis of land use/land cover change detection in small regions using self-supervised lightweight deep learning	12
Deep learning models for drought susceptibility mapping in Southeast Queensland, Australia	12
Monitoring the risk of a tailings dam collapse through spectral analysis of satellite InSAR time-series data	12
Quantifying the weekly cycle effect of air pollution in cities of China	12
Quantifying the sampling error on burn counts in Monte-Carlo wildfire simulations using Poisson and Gamma distributions	12
Assessment of sodium adsorption ratio (SAR) in groundwater: Integrating experimental data with cutting-edge swarm intelligence approaches	12
Flood risk mitigation based on multi-objective decision-making of urban grey–green infrastructure retrofits: impacts of overflow transferring downstream and cost weight	12
A decision-making framework for COVID-19 infodemic management strategies evaluation in spherical fuzzy environment	12
Novel MCDA methods for flood hazard mapping: a case study in Hamadan, Iran	12
The impact of COVID-19 on economy, air pollution and income: evidence from China	12
Modelling bivariate failure time data via bivariate extended Chen distribution	11
Simulation of inundation caused by typhoon-induced probable maximum storm surge based on numerical modeling and observational data	11
Monthly inflow forecasting utilizing advanced artificial intelligence methods: a case study of Haditha Dam in Iraq	11
Dispersivity variations of solute transport in heterogeneous sediments: numerical and experimental study	11
Semi-quantitative landslide risk assessment of district Muzaffarabad, northwestern Himalayas, Pakistan	11
Robust local bootstrap for weakly stationary time series in the presence of additive outliers	11
Correction to: Deep learning algorithms to develop Flood susceptibility map in Data-Scarce and Ungauged River Basin in India	11
Multi-model streamflow prediction using conditional bias-penalized multiple linear regression	11
Reliability of the prediction model for landslide displacement with step-like behavior	11
Multivariate stochastic Vasicek diffusion process: computational estimation and application to the analysis of $$CO_2$$ and $$N_2O$$ concentrations	11
Application of novel ensemble models and k-fold CV approaches for Land subsidence susceptibility modelling	10
A novel interpretable hybrid model for multi-step ahead dissolved oxygen forecasting in the Mississippi River basin	10
Hydrometeorological-modeling-based analysis and risk assessment of a torrential rainfall flash flood in a data deficient area in Wenchuan County, Sichuan Province, China	10
Coupled hydrogeophysical inversion through ensemble smoother with multiple data assimilation and convolutional neural network for contaminant plume reconstruction	10
Addressing the relevance of COVID–19 pandemic in nature and human socio-economic fate	10
Recoverable reserve estimation using non-stationary and non-Gaussian copula-based simulation model	10
A copula-based multisite rainfall frequency analysis: a case study on the Lanyang watershed in Taiwan	10
Using data-driven algorithms for semi-automated geomorphological mapping	10
Statistical Analysis of Spatial Distribution of Ambient Air Pollution in Addis Ababa, Ethiopia	10
The increasing risk of future simultaneous droughts over the Yangtze River basin based on CMIP6 models	10
A novel hybrid dragonfly optimization algorithm for agricultural drought prediction	10
Flood vulnerability of a few areas in the foothills of the Western Ghats: a comparison of AHP and F-AHP models	10

Quantifying uncertainty in future sea level projections downscaled from CMIP5 global climate models	10
A parametric framework for evaluating power outage risk trends under changing climatic conditions	10
Forecasting groundwater table for the sustenance and conservation of water-dependent ecosystems in protected areas: the case of the Wielkopolski National Park in Poland	10
Changes in monthly streamflow in the Hindukush–Karakoram–Himalaya Region of Pakistan using innovative polygon trend analysis	10
Geochemical characteristics, influencing factors and health risk assessment of groundwater fluoride in a drinking water source area in North Anhui Plain, Eastern China	10
Agricultural drought risk assessment based on crop simulation, risk curves, and risk maps in Huaibei Plain of Anhui Province, China	10
Developing an algorithm for urban flood management with the aim of reducing damage and costs using the concept of conditional value at risk	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
A two-step hybrid system towards optimized wave height forecasts	10
Daily precipitation performances of regression-based statistical downscaling models in a basin with mountain and semi-arid climates	10
Simulation of earthquake ground motion via stochastic finite-fault modeling considering the effect of rupture velocity	10
Semi-supervised deep learning based on label propagation algorithm for debris flow susceptibility assessment in few-label scenarios	10
Integrated watershed modeling using interval valued fuzzy computations to enhance watershed restoration and protection at field-scale	10
Integrated geospatial approach for adaptive rainwater harvesting site selection under the impact of climate change	9
Data-driven reconstruction of wind speed randomness in an urban area	9
Flood susceptibility mapping in an arid region of Pakistan through ensemble machine learning model	9
Forecasting short- and medium-term streamflow using stacked ensemble models and different meta-learners	9
Drought has varying impacts on the national economy	9
Mortality burden caused by diurnal temperature range: a nationwide time-series study in 364 Chinese locations	9
A new promoted Surface Water Supply Index for multi-faceted drought assessment	9
Uncertainty analysis for streamflow modeling using multiple optimization algorithms at a data-scarce semi-arid region: Altınapa Reservoir Watershed, Turkey	9
A comparative study of mutual information-based input variable selection strategies for the displacement prediction of seepage-driven landslides using optimized support vector regression	9
Spatiotemporal variability of drought and affected croplands in the horn of Africa	9
LSTM-CM: a hybrid approach for natural drought prediction based on deep learning and climate models	9
Development of a new hybrid ensemble method for accurate characterization of future drought using multiple global climate models	9
The generative adversarial neural network with multi-layers stack ensemble hybrid model for landslide prediction in case of training sample imbalance	9
Estimation of particulate matter concentrations in Türkiye using a random forest model based on satellite AOD retrievals	9
Drowning overconfidence with uncertainty: mitigating deep learning overconfidence in flood depth super-resolution through maximum entropy regularization	9
An MDS-based unifying approach to time series K-means clustering: application in the dynamic time warping framework	9
How do financial institutions and markets impact the ecological footprint in Saudi Arabia? A nonlinear cointegration approach	9
Comparative analysis of two drought indices in the calculation of drought recovery time and implications on drought assessment: East Africa's Lake Victoria Basin	9
Research on a method for the evaluation of the pollution status of light petroleum hydrocarbon-contaminated sites via AHP-PSO	9
River discharge prediction using wavelet-based artificial neural network and long short-term memory models: a case study of Teesta River Basin, India	9
Driving analysis and prediction of COD based on frequency division	9
Correction to: Linear combinations of order statistics to estimate the position and scale parameters of the Generalized Pareto distribution	9
Integration of machine learning and particle filter approaches for forecasting soil moisture	8
Investigating seasonal drought severity-area-frequency (SAF) curve over Indian region: incorporating GCM and scenario uncertainties	8
A Bayesian spatio-temporal model for cluster detection: identifying HPV suboptimal vaccine coverage	8
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	8
Assessing climate vulnerability and nonlinear rainfall dynamics in complex networks	8
Comparative evaluation of performances of algae indices, pixel- and object-based machine learning algorithms in mapping floating algal blooms using Sentinel-2 imagery	8
Distribution characteristics and source identification of heavy metals and safe utilization in surface soils from high-selenium regions in China	8
Stationary and non-stationary temperature-duration-frequency curves for Australia	8
Evaluation of hydrological variabilities of water quality models considering event-based scenarios: A case study	8
Statistical inference for the binomial Ar(1) model with missing data	8
Landslide susceptibility mapping using CNN models based on factor visualization and transfer learning	8
Bayesian analysis for an improved mixture binomial autoregressive model with applications to rainy-days and air quality level data	8
Daily scale evapotranspiration prediction over the coastal region of southwest Bangladesh: new development of artificial intelligence model	8
Revised and wider classes of isotropic space-time covariance functions	8
Quantifying multivariate spatio-temporal dynamics of malaria risk by multiple Plasmodium species using graph-based optimization in Southern Ethiopia	8
Correction: Short-term urban water demand forecasting; application of 1D convolutional neural network (1D CNN) in comparison with different deep learning schemes	8
Assessing pollution and water resources suitability for multiple uses under extended drought and climate change conditions: the case of the Grombalia aquifer in Tunisia	8
Flood risk assessment of metro stations based on the SMAA-2-FFS-H method: a case study of the “7$$\cdot$$20” rainstorm in Zhengzhou, China	8
Time–frequency characterization of seasonal temperature in India and teleconnection of temperature with atmospheric oscillation indices	8
Heavy metal pollution status, children health risk assessment and source apportionment in farmland soils in a typical polluted area, Northwest China	8
Investigating the changing spatiotemporal urban heat island and its impact on thunderstorm patterns by Hilbert Huang transform	8
Artificial Intelligence models for prediction of the tide level in Venice	8
How to improve the sustainability of food security? A new perspective on competition in the spatial utilization of cultivated land between food crops and cash crops	8
Spatiotemporal data science: theoretical advances and applications	8
Simulating and predicting surface water quality for drinking and bathing purposes through combined approach of PCA, entropy-based WQI, and stochastic models	8
A deep neural multi-model ensemble (DNM2E) framework for modelling groundwater levels over Kerala using dynamic variables	8
Research on urban water security based on water poverty theory: a case study of lower yellow river cities	8
Modeling spatial dependencies of natural hazards in coastal regions: a nonstationary approach with barriers	8
Master equation model for solute transport in river basins: part I channel fluvial scale	8
Assessing the generalization of forecasting ability of machine learning and probabilistic models for complex climate characteristics	8
An innovative framework for real-time monitoring of pollutant point sources in river networks	7
A nature-inspired and noise-assisted feature extraction integrating spatiotemporal attention-based sequence2sequence for multivariate wind speed prediction	7
Simultaneous identification of groundwater contamination source information, model parameters, and boundary conditions under an unknown boundary mode	7
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	7
Comparison of meteorological, hydrological and agricultural droughts for developing a composite drought index over semi-arid Banas River Basin of India	7
Reliability analysis of three-dimensional reinforced slope considering the spatial variability in soil parameters	7
The assessment of potential observability for joint chemical states and emissions in atmospheric modelings	7
The analysis of spatial–temporal effects of relevant factors on carbon intensity in China	7
Modelling hydrometeorological extremes associated to the moisture transport driven by the Great Plains low-level jet	7
Investigating the variation pattern and erosivity power of precipitation in the Sindh river basin of India during last 120 years	7
Application of the fractional entropy for one-dimensional velocity distribution with dip-phenomenon in open-channel turbulent flows	7
New general classes of non-absolutely continuous bivariate distributions	7
Toward robust pattern similarity metric for distributed model evaluation	7
Characterization of annual urban air temperature changes with special reference to the city of Modena: a comparison between regression models and a proposal for a new index to evaluate relationships b	7
Assessment and driving factor analysis of total nitrogen loads: a case study of counties from 2000 to 2020 in Henan Province, China	7
Spatio-temporal analysis of heating and cooling degree-days over Iran	7
Simulated annealing coupled with a Naïve Bayes model and base flow separation for streamflow simulation in a snow dominated basin	7
Sensitivity analysis of factors controlling earth fissures due to excessive groundwater pumping	7
Data mining technology for the identification and threshold of governing factors of landslide in the Three Gorges Reservoir area	7
Physics-based Residual Kriging for dynamically evolving functional random fields	7
Modeling eutrophication risks in Tanes reservoir by using a hybrid WOA optimized SVR-relied technique along with feature selection based on the MARS approximation	7
Precipitation variability at sub-seasonal scale under the ENSO influence in southeastern South America	7
Performance evaluation of a multi-site weather generator coupling maximum entropy resampling for estimating the probability distribution of annual maximum daily rainfall in the Loess Plateau	7
An analysis framework for stationary and nonstationary sediment load frequency in a changing climate	7
Changes in climatic patterns and tourism and their concomitant effect on drinking water transfers into the region of South Aegean, Greece	7
Can statistical remote sensing aid in predicting the potential productivity of inland lakes? Case study: Lake Qaroun, Egypt	7
A method to characterize climate, Earth or environmental vector random processes	7
One-hour ahead wind speed forecasting using deep learning approach	7
Dynamic clustering of spatial–temporal rainfall and temperature data over multi-sites in Yemen using multivariate functional approach	7
Modelling daily reference evapotranspiration based on stacking hybridization of ANN with meta-heuristic algorithms under diverse agro-climatic conditions	7