OOIR: Observatory of International Research

Papers

(The H4-Index of Environmental Modelling & Software is 35. 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 2020-03-01 to 2024-03-01.)

Article	Citations
The Future of Sensitivity Analysis: An essential discipline for systems modeling and policy support	207
Quantarctica, an integrated mapping environment for Antarctica, the Southern Ocean, and sub-Antarctic islands	106
Integrated remote sensing and GIS approach using Fuzzy-AHP to delineate and identify groundwater potential zones in semi-arid Shanxi Province, China	103
ENMTML: An R package for a straightforward construction of complex ecological niche models	93
Urban flood numerical simulation: Research, methods and future perspectives	72
A comprehensive assessment framework for quantifying climatic and anthropogenic contributions to streamflow changes: A case study in a typical semi-arid North China basin	68
A comprehensive review on the design and optimization of surface water quality monitoring networks	66
Comparison of short-term streamflow forecasting using stochastic time series, neural networks, process-based, and Bayesian models	66
A system of metrics for the assessment and improvement of aquatic ecosystem models	64
Distributed long-term hourly streamflow predictions using deep learning – A case study for State of Iowa	62
Flexible watershed simulation with the Raven hydrological modelling framework	62
An integrated flood risk assessment approach based on coupled hydrological-hydraulic modeling and bottom-up hazard vulnerability analysis	62
Deep learning, explained: Fundamentals, explainability, and bridgeability to process-based modelling	62
Mapping water ecosystem services: Evaluating InVEST model predictions in data scarce regions	62
The proper care and feeding of CAMELS: How limited training data affects streamflow prediction	59
QUIC-fire: A fast-running simulation tool for prescribed fire planning	58
Spatiotemporal characteristics and attribution of dry/wet conditions in the Weihe River Basin within a typical monsoon transition zone of East Asia over the recent 547 years	58
Smart meters data for modeling and forecasting water demand at the user-level	55
rFIA: An R package for estimation of forest attributes with the US Forest Inventory and Analysis database	55
TRITON: A Multi-GPU open source 2D hydrodynamic flood model	51
A review of machine learning methods for drought hazard monitoring and forecasting: Current research trends, challenges, and future research directions	50
Modelling agricultural land abandonment in a fine spatial resolution multi-level land-use model: An application for the EU	46
Speaking their language – Development of a multilingual decision-support tool for communicating invasive species risks to decision makers and stakeholders	45
Improving near real-time precipitation estimation using a U-Net convolutional neural network and geographical information	44
Evaluation of artificial intelligence models for flood and drought forecasting in arid and tropical regions	42

DATimeS: A machine learning time series GUI toolbox for gap-filling and vegetation phenology trends detection	42
A rapid 3D reproduction system of dam-break floods constrained by post-disaster information	41
Quantile regression as a generic approach for estimating uncertainty of digital soil maps produced from machine-learning	39
Evaluation of six methods for correcting bias in estimates from ensemble tree machine learning regression models	39
FSLAM: A QGIS plugin for fast regional susceptibility assessment of rainfall-induced landslides	38
Pipedream: An interactive digital twin model for natural and urban drainage systems	38
Groundwater Level Mapping Tool: An open source web application for assessing groundwater sustainability	38
Socio-technical scales in socio-environmental modeling: Managing a system-of-systems modeling approach	37
Augmented Normalized Difference Water Index for improved surface water monitoring	37
How to decide and visualize whether uncertainty or variability is dominating in life cycle assessment results: A systematic review	35
Integrated Bayesian Multi-model approach to quantify input, parameter and conceptual model structure uncertainty in groundwater modeling	35
Economy-wide impacts of behavioral climate change mitigation: Linking agent-based and computable general equilibrium models	35