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 2022-07-01 to 2026-07-01.)

Article	Citations
A review in stability of stochastic prey–predator models	104
Quantifying the weekly cycle effect of air pollution in cities of China	96
Spatio-temporal predictive coding for weather forecasting and Governance: a plug-and-play module for causal discovery and data augmentation	84
The effect of different soil databases on parameter and prediction uncertainty quantification for hydrological modelling	74
Multivariate stochastic Vasicek diffusion process: computational estimation and application to the analysis of $$CO_2$$ and $$N_2O$$ concentrations	70
Coupled hydrogeophysical inversion through ensemble smoother with multiple data assimilation and convolutional neural network for contaminant plume reconstruction	66
A spatially-coherent attribution framework for interpreting black-box tropical cyclone intensity forecasts	56
Novel MCDA methods for flood hazard mapping: a case study in Hamadan, Iran	55
Assessing machine learning and Physics-Informed models for Multi-Lead time sea surface temperature prediction in the Arabian sea	52
Empirical mode decomposition for improved radar wind estimation during rainy conditions	49
A new interpretable prediction framework for step-like landslide displacement	47
A conditional machine learning classification approach for spatio-temporal risk assessment of crime data	46
Peaks-over-threshold based regional flood frequency analysis models based on ordinary kriging: a case study for Eastern Australia	46
Multifractal characterization of meteorological droughts in Türkiye’s mediterranean region using visibility graph approaches	45
Drought risk assessment for agriculture in Afghanistan	44
Multi-model integration framework for monthly runoff prediction based on variational mode decomposition (VMD) and trend-based modeling	42
Modeling and predicting mean indoor radon concentrations in Austria by generalized additive mixed models	40
WaveTransTimesNet: an enhanced deep learning monthly runoff prediction model based on wavelet transform and transformer architecture	38
Hydrometeorological-modeling-based analysis and risk assessment of a torrential rainfall flash flood in a data deficient area in Wenchuan County, Sichuan Province, China	37
Assessing climate change risks using multi-criteria decision-making (MCDM) techniques in Raichur Taluk, Karnataka, India	37
A physics-guided machine learning framework for accurate reconstruction of missing discharge records: case study of the Gandak River at Hajipur, India	34
Determining the percentile threshold of daily extreme precipitation, methods evaluation	34
Correction: Time-varying sensitivity analysis for mixing in chaotic flows: a comparison study	34
Data assimilation for PFOA transport in vadose zone using EnKF with modified HYDRUS-1D	34
Intercomparison of AI forecasts and numerical weather predictions for the July 2021 extreme precipitation event in Henan, China	33

Semi-supervised deep learning based on label propagation algorithm for debris flow susceptibility assessment in few-label scenarios	32
Evaluating extreme precipitation in gridded datasets with a novel station database in Morocco	32
Assessment of loss of life caused by dam failure based on fuzzy theory and hybrid random forest model	32
Scale-dependent truncated Lévy modeling of Gamma-ray log increments for characterizing stratigraphic heterogeneity in IODP well logs	31
Modelling multidecadal variability in flood frequency using the Two-Component Extreme Value distribution	31
Enhancing bed load prediction accuracy through advanced multi-parameter analysis: a new temperature-sensitive approach validated across 783 river measurements	30
Nitrate pollution source apportionment and uncertainty analysis in typical water diversion source area based on nitrogen and oxygen isotopes and the mixsiar modeling	30
Simulation of earthquake ground motion via stochastic finite-fault modeling considering the effect of rupture velocity	30