OOIR: Observatory of International Research

Papers

(The H4-Index of Environmental Modelling & Software is 39. 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 2021-04-01 to 2025-04-01.)

Article	Citations
Nitrogen prediction in the Great Barrier Reef using finite element analysis with deep neural networks	154
Synthetic random environmental time series generation with similarity control, preserving original signal’s statistical characteristics	124
AI-driven forecasting of harmful algal blooms in Persian Gulf and Gulf of Oman using remote sensing	110
Solving the Master Equation on river networks: A computer algebra approach	102
A process-based framework for validating forest landscape modeling outcomes	97
PolarBytes: Advancing polar research with a centralized open-source data sharing platform	88
Enhancing hydrological modeling of ungauged watersheds through machine learning and physical similarity-based regionalization of calibration parameters	76
A framework for assessing the computational reproducibility of geo-simulation experiments	74
Assessing the hillslope-channel contributions to the catchment sediment balance under climate change	70
Extraction and classification of channels from LiDAR in plains by channel tracking	70
Is the climate getting WARMer? A framework and tool for climate data comparison	69
Incorporating physically-based water temperature predictions into the National water model framework	66
Groundwater storage loss in the central valley analysis using a novel method based on in situ data compared to GRACE-derived data	64
Evaluating the influence of topography data resolution on lake hydrodynamic model under a simulation uncertainty analysis framework	63
Development of an advanced numerical simulation program considering debris flow and driftwood behavior	63
Editorial Board	61
Enhancing algal bloom forecasting: A novel framework for machine learning performance evaluation during periods of special temporal patterns	60
Editorial Board	60
Integration and execution of Community Land Model Urban (CLMU) in a containerized environment	57
Deep ensemble machine learning with Bayesian blending improved accuracy and precision of modelled ground-level ozone for region with sparse monitoring: Australia, 2005–2018	56
Editorial Board	52
Numerical modeling of water diversion impacts on water quality improvement in Lake Dianchi	52
Extrapolability improvement of machine learning-based evapotranspiration models via domain-adversarial neural networks	49
What is the optimal digital elevation model grid size to best capture hillslope gullies and contour drains?	48
SeqIA: A Python framework for extracting drought impacts from news archives	48

Assessing physical and biological lake oxygen indicators using simulated environmental variables and machine learning algorithms	46
Heavy: Software for forward modeling gravity change from MODFLOW output	46
Spatiotemporal assessment of urban flooding hazard using social media: A case study of Zhengzhou ‘7·20’	45
Topical 3D modelling and simulation of air dispersion hazards as a new paradigm to support emergency preparedness and response	45
Reconstructing long-term natural flows by ensemble machine learning	44
Introductory overview: Systems and control methods for operational management support in agricultural production systems	44
ValueDecisions, a web app to support decisions with conflicting objectives, multiple stakeholders, and uncertainty	44
An automatic partition-based parallel algorithm for grid-based distributed hydrological models	44
Quantifying regional variability of machine-learning-based snow water equivalent estimates across the Western United States	42
Coupled data-driven and process-based model for fluorescent dissolved organic matter prediction in a shallow subtropical reservoir	42
Fast multi-output relevance vector regression for joint groundwater and lake water depth modeling	41
Large-scale sediment modeling with inertial flow routing: Assessment of Madeira river basin	40
Particle filter for high frequency oxygen data assimilation in river systems	39
Editorial Board	39