OOIR: Observatory of International Research

Papers

(The H4-Index of Stochastic Environmental Research and Risk Assessment is 30. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-09-01 to 2025-09-01.)

Article	Citations
Modelling multidecadal variability in flood frequency using the Two-Component Extreme Value distribution	122
WaveTransTimesNet: an enhanced deep learning monthly runoff prediction model based on wavelet transform and transformer architecture	97
Empirical mode decomposition for improved radar wind estimation during rainy conditions	94
Application of uncertain hurricane climate change projections to catastrophe risk models	78
Multivariate stochastic Vasicek diffusion process: computational estimation and application to the analysis of $$CO_2$$ and $$N_2O$$ concentrations	64
Quantifying the weekly cycle effect of air pollution in cities of China	62
A conditional machine learning classification approach for spatio-temporal risk assessment of crime data	58
Determining the percentile threshold of daily extreme precipitation, methods evaluation	58
Coupled hydrogeophysical inversion through ensemble smoother with multiple data assimilation and convolutional neural network for contaminant plume reconstruction	56
Hydrometeorological-modeling-based analysis and risk assessment of a torrential rainfall flash flood in a data deficient area in Wenchuan County, Sichuan Province, China	56
Evaluating extreme precipitation in gridded datasets with a novel station database in Morocco	50
A Bayesian machine learning approach for spatio-temporal prediction of COVID-19 cases	46
A review in stability of stochastic prey–predator models	44
Modeling and predicting mean indoor radon concentrations in Austria by generalized additive mixed models	43
Simulation of earthquake ground motion via stochastic finite-fault modeling considering the effect of rupture velocity	43
A new interpretable prediction framework for step-like landslide displacement	42
Enhancing bed load prediction accuracy through advanced multi-parameter analysis: a new temperature-sensitive approach validated across 783 river measurements	41
Addressing the relevance of COVID–19 pandemic in nature and human socio-economic fate	41
Assessing machine learning and Physics-Informed models for Multi-Lead time sea surface temperature prediction in the Arabian sea	38
Semi-supervised deep learning based on label propagation algorithm for debris flow susceptibility assessment in few-label scenarios	37
Novel MCDA methods for flood hazard mapping: a case study in Hamadan, Iran	36
Assessing climate change risks using multi-criteria decision-making (MCDM) techniques in Raichur Taluk, Karnataka, India	35
Assessment of loss of life caused by dam failure based on fuzzy theory and hybrid random forest model	34
Classification of groundwater source protection areas in heterogeneous aquifers in plain areas based on Monte Carlo method	31
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	31

Spatiotemporal data science: theoretical advances and applications	31
Master equation model for solute transport in river basins: part I channel fluvial scale	31
A Bayesian spatio-temporal model for cluster detection: identifying HPV suboptimal vaccine coverage	31
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	30
Inferring causal associations in hydrological systems: a comparison of methods	30
Forecasting short- and medium-term streamflow using stacked ensemble models and different meta-learners	30