Environmental Modelling & Software

Article	Citations
The Danish Lagrangian Model (DALM): Development of a new local-scale high-resolution air pollution model	377
Fine-tuning the BFOLDS Fire Regime Module to support the assessment of fire-related functions and services in a changing Mediterranean mountain landscape	199
Editorial Board	151
Editorial Board	139
Synthetic random environmental time series generation with similarity control, preserving original signal’s statistical characteristics	123
Towards an improved language for river data analysis: Demonstration for the highly-regulated Ohio River basin	90
Conditional interval reduction method: A possible new direction for the optimization of process based models	90
Effects of rising CO2 concentrations on water dynamics and yields for C3 and C4 crops under both irrigated and dryland conditions in the Texas High Plains	87
A physics-based model of thermodynamically varying fuel moisture content for fire behavior prediction	70
RiverSTICH: Sewing together 3D rivers from only a few loose threads of transect data	69
A Comprehensive Chemistry Evaluation and Diagnostics Package for E3SM – ChemDyg Version 1.1.0	65
Inversion and forward estimation with process-based models: An investigation into cost functions, uncertainty-based weights and model-data fusion	63
An ontology-driven query system for mineral identification in virtual geoscience labs	63
An efficient data-driven method for isolating dry-weather flow from total combined sewer flow data	60
What drives reservoir infrastructure upgrade decisions under deep uncertainty?	55
The Dynamic Temperate and Boreal Fire and Forest-Ecosystem Simulator (DYNAFFOREST): Development and evaluation	53
Challenges and opportunities when bringing machines onto the team: Human-AI teaming and flood evacuation decisions	53
Analysis and comparison of coupled and uncoupled simulations with the COAWST model during the Gloria Storm (January 2020) in the northwestern Mediterranean Sea	52
Integrated river basin assessment framework combining probabilistic streamflow reconstruction, Bayesian bias correction, and drought storyline analysis	52
Assessing the hillslope-channel contributions to the catchment sediment balance under climate change	51
Why is arid zone hydrology a scientific desert - and how does the hydrological community move forward?	50
An integrated, mesh-independent geothermal modelling framework	48
Hydrological and hydrodynamic decision support tools for assessing nature-based flood solutions: Technical modelling recommendations and challenges	47
SARvey - survey with SAR: A new Open-Source InSAR Research Software	47
Community-oriented data integration and communication framework for streamflow forecast models and flood inundation map products	47

Crop modeling frameworks interoperability through bidirectional source code transformation	46
Uncertainty estimation for environmental multimodel predictions: The BLUECAT approach and software	46
Modeling in-stream biogeochemical processes at catchment scale: Coupling SWAT and RIVE models	45
Models and the common good	43
Prediction of maximum scour depth downstream of bed sills using integrated machine learning algorithms	43
Quantifying regional variability of machine-learning-based snow water equivalent estimates across the Western United States	43
A coupled multiscale description of seasonal Physical–BioGeoChemical dynamics in Southern Ocean Marginal Ice Zone	43
Enhancing rainfall frequency analysis through bivariate nonstationary modeling in South Korea	43
Evaluating the influence of topography data resolution on lake hydrodynamic model under a simulation uncertainty analysis framework	42
Enhancing forest ecosystem simulation in the TASC model through the integration of the DAYCENT forest model	40
FlowDyn: A daily streamflow prediction pipeline for dynamical deep neural network applications	40
New GIS tools for wind fetch analysis: A case study of changes in wave exposure in Isfjorden (Svalbard) due to reduced fast ice coverage	39
A post-processing machine learning framework for bias-correcting National Water Model outputs by accounting for dominant streamflow drivers	38
Replicating measured site-scale soil organic carbon dynamics in the U.S. Corn Belt using the SWAT-C model	37
PyCHAMP: A crop-hydrological-agent modeling platform for groundwater management	37
An open-source GIS user interface for the TARGET climate model in the Urban Multi-scale Environmental Predictor (UMEP) tool	36
XR-based interactive visualization platform for real-time exploring dynamic earth science data	36
VERE Py-framework: Dual environment for physically-informed machine learning in seismic landslide hazard mapping driven by InSAR	35
Operational digital twin for multi-hazard coastal flood prediction with adaptive learning: Real-time performance in the Chesapeake Bay	35
An enhanced 2D model with the HLLC method utilized for local multi-layer SWEs for partial obstructed flows	34
Bridging existing energy and chemical transport models to enhance air quality policy assessment	34
Parallel Princeton Ocean Model based on OpenACC	34
A free web-based approach for rainfall-induced landslide susceptibility modeling: Case study of Clearwater National Forest, Idaho, USA	34
Maximizing utilization of sparse and noisy data for machine learning modelling of SPAC system dynamics	33
Cascading effect modelling of integrating geographic factors in interdependent systems	33
A critical review of common pitfalls and guidelines to effectively infer parameters of agent-based models using Approximate Bayesian Computation	32
Dynamics of real-time forecasting failure and recovery due to data gaps: A study using EnKF-based assimilation with the Lorenz model	32
AIRS: A QGIS plugin for time series forecasting using deep learning models	32
Gridemis V2.0: A highly integrated algorithm scheme for high-resolution and multi-component allocation of emission inventories used in air quality models	32
Editorial Board	31
Dust storm detection for ground-based stations with imbalanced machine learning	31
A prototype field-to-publication data system for a multi-variable permafrost observation network	31
Implementing generative adversarial network (GAN) as a data-driven multi-site stochastic weather generator for flood frequency estimation	31
A practice-oriented framework for stationary and nonstationary flood frequency analysis	30
Scientometric analysis of development and opportunities for research in digital agriculture innovation management	30
Effective air pollution prediction by combining time series decomposition with stacking and bagging ensembles of evolving spiking neural networks	30
Backward erosion piping in numerical models: A literature review	30
An open-source platform for geospatial participatory modeling in the cloud	30
Reproducible construction of a high-resolution national variable-density groundwater salinity model for the Netherlands	30
Deep learning prediction of rainfall-driven debris flows considering the similar critical thresholds within comparable background conditions	29
A novel interpretable ozone forecasting approach based on deep learning with masked residual connections	29
Pywr-DRB: An open-source Python model for water availability and drought risk assessment in the Delaware River Basin	29
Integration of a computable general equilibrium model with an energy system model: Application of the AIM global model	29
An uncertainty-informed water quality index: Incorporation of data uncertainty into water quality assessment	29
A calibration protocol for soil-crop models	29
Semi-implicit time integration of the Exner equation for bedload transport over a non-erodible layer: Application to a tidal sandbank model	28
The easyclimate R package: Easy access to high-resolution daily climate data for Europe	28
An adaptive rainfall-runoff model for daily runoff prediction under the changing environment: Stream-LSTM	27
Prediction of wildfire rate of spread in grasslands using machine learning methods	27
Transitional fresh-saltwater assessment in the integrated surface-groundwater hydrology of the regulated La Paz tidal watershed in Mexico	27

An assessment of spatial random forests for environmental mapping: the case of groundwater nitrate concentration	27
A GEE TSEB workflow for daily high-resolution fully remote sensing evapotranspiration: Validation over four crops in semi-arid conditions and comparison with the SSEBop experimental product	27
How to conduct more systematic reviews of agent-based models and foster theory development - Taking stock and looking ahead	27
pystorms: A simulation sandbox for the development and evaluation of stormwater control algorithms	27
Book review	26
hydroMOPSO: A flexible and model-independent multi-objective optimisation R package for environmental and hydrological models	26
Leveraging OGC API for cloud-based flood modeling campaigns	26
Watershed Workflow: A toolset for parameterizing data-intensive, integrated hydrologic models	26
Generative artificial intelligence and marine ecological monitoring	26
Inverse aqueous transport modeling for emergency response	26
Editorial Board	25
Projected changes in rain-on-snow events and their impacts on summer low streamflow in the Great lakes basin	25
How to assess conditions for the acceptance of climate change adaptation measures by applying implementation probability Bayesian Networks in participatory processes	25
A 3D discrepancy modeling framework for urban pollution prediction in accelerated time	25
A spatiotemporal autoregressive neural network interpolation method for discrete environmental factors	25
A nudging-based data assimilation method coupled with bidirectional gated neural networks for error correction	25
Modelling wave group-scale hydrodynamics on orthogonal unstructured meshes	25
Large uncertainty in global estimates of manure phosphorus runoff	25
An R package for identification of outliers in environmental time series data	25
Evaluating the choice of radial basis functions in multiobjective optimal control applications	25
ResORR: A globally scalable and satellite data-driven algorithm for river flow regulation due to reservoir operations	25
Toward real-time high-resolution fluvial flood forecasting: A robust surrogate approach based on overland flow models	25
Amadeus: Accessing and analyzing large scale environmental data in R	24
Pitfalls of XAI interpretation in environmental modeling: A warning on model bias in air quality data analysis	24
Joint estimation of biogeochemical model parameters from multiple experiments: A bayesian approach applied to mercury methylation	24
A lightweight dataflow-based software framework for building forest simulators	24
pyMANGA: A modular, open and extendable software platform for modeling of forest and vegetation dynamics	24
Machine learning assisted predictive urban digital twin for intelligent monitoring of air quality index for smart city environment	24
Editorial Board	24
Decision support systems for urban water scarcity: Gaps, barriers and pathways to integrate nature-based solutions - A systematic review	24
PASS4SWAT: Orchestration of containerized SWAT for facilitating computational reproducibility of model calibration and uncertainty analysis	24
PRISM: A decision support system for forest planning	24
Comparing containerization-based approaches for reproducible computational modeling of environmental systems	24
Development of non-data driven reservoir routing in the routing application for parallel computatIon of discharge (RAPID) model	24
Agent-Based Modelling of food systems: A scoping review on incorporation of behavioural insights	24
The emerging application of partial least squares structural equation modelling in ecological research: An introductory overview	24
Augmented iterative tropospheric decomposition strategy for GNSS-based zenith tropospheric delay map generation	24
Visualization and modeling of forest fire propagation in Patagonia	24
Editorial Board	23
Editorial Board	23
A user-friendly software for modelling extreme values: EXTRASTAR (EXTRemes Abacus for STAtistical Regionalization)	23
An end-to-end pipeline based on a Two-Dimensional Convolutional Neural Network for monitoring desertification in Africa using remote sensing images	23
Modeling unsteady and steady 1D hydrodynamics under different hydraulic conceptualizations: Model/Software development and case studies	22
A web-based platform for integrated real-time water Information: A prototype system for Missouri	22
A python framework for differentiable hydrological modeling and research workflow automation	22
Capturing episodic impacts of environmental signals	22
Computing efficiency of XBeach hydro- and wave dynamics on Graphics Processing Units (GPUs)	22
Portable multi-GPU urban flood modelling via MPI-OpenACC: evaluating acceleration, scaling, and workload-per-GPU	21
A coupled stormwater-power model for the simulation of cascading infrastructure failures: An application in Phoenix, AZ	21
Enhancing flood forecasts: A comprehensive neural network approach for groundwater flooding in lowland karst areas	21
Advancing water level prediction using clustering-based machine learning techniques in data-scarce regions	21
A LLM-based agent for the construction of typhoon knowledge graphs	21
Predicting beach profiles with machine learning from offshore wave reflection spectra	21
Implementation of a GPU-enhanced multiclass soil erosion model based on the 2D shallow water equations in the software Iber	21
A 3D shallow translational landslide susceptibility model accounting for side resistance and vegetation roots	21
Advanced risk assessment framework for land subsidence impacts on transmission towers in salt lake region	21
QGIS Shoreline Change Analysis Tool (QSCAT): A fast, open-source shoreline change analysis plugin for QGIS	20
Spatially targeted afforestation to minimize sediment loss from a catchment: An efficient hill climbing method considering spatial interaction	20
Including rainfall sequencing and autocorrelation adjustment as a component of bias correction for hydroclimate projections	19
Coupling SWAT+ with LSTM for enhanced and interpretable streamflow estimation in arid and semi-arid watersheds, a case study of the Tagus Headwaters River Basin, Spain	19
Bayesian-factorial analysis for unveiling multi-factor interactive effect on water demand in Central Asia	19
FPQ-iTransformer: A novel iTransformer-based model for accurate seawater salinity prediction	19
Bayesian network modelling of phosphorus pollution in agricultural catchments with high-resolution data	19
METRIC: An interactive framework for integrated visualization and analysis of monitored and expected load reductions for nitrogen, phosphorus, and sediment in the Chesapeake Bay watershed	19
Real-time rainfall estimation using deep learning: Influence of background and rainfall intensity	19
A transformer-based neural network for ignition location prediction from the final wildfire perimeter	19
Comparison of predictive modeling approaches to estimate soil erosion under spatially heterogeneous field conditions	18
HydroQuantum: A new quantum-driven Python package for hydrological simulation	18
Climate change effects at basin-scale: Weathering rates and CO2 consumption assessment by using the reaction path modelling	18
Strategic model reduction by analysing model sloppiness: A case study in coral calcification	18
Optimizing soil remediation volumes via inverse analytical modeling	18
Academic influence index evaluation report of geographic simulation models (2022)	18
Editorial Board	18
HydrocamCompute: Serverless computing workflow for camera-based hydrological monitoring	18
V-FloodNet: A video segmentation system for urban flood detection and quantification	18
Ecology-habitat-flow modular simulation model for the recommendation of river ecological flow combination	18
Streamlining land surface model Initialization: Automated data retrieval for VELMA using HMS REST API and GDAL	18
Server-enabled mixed reality for flood risk communication: On-site visualization with digital twins and multi-client support	18
An ensemble method for integrating rainfall forecast products based on average mutual information decomposition	18
Accurate calibration of hydrological models with evolutionary computation multi-method ensembles	18

Editorial Board	18
FlorID – A nationwide identification service for plants from photos and habitat information	18
Theory for and from agent-based modelling: Insights from a virtual special issue and a vision	18
Dynamic Adaptive Model Predictive Control for Computationally Efficient Real-Time Flood Management	18
climdex-kit: An open software for climate index calculation, sharing and analysis towards tailored climate services	18
SSIMS-Flow: Image velocimetry workbench for open-channel flow rate estimation	18
A network design approach for citizen science-satellite monitoring of surface water volume changes in Bangladesh	18
GEE-HydroMonitor: A Google Earth Engine software for multi-sensor hydrometric monitoring of surface water reservoirs	18
Cross-scale separation of climate and human impacts on runoff using a dual-step refined time-varying attribution model	18
A prototype adaptive mesh generator for enhancing computational efficiency and accuracy in physically-based modeling of flood-landslide hazards	18
Global sensitivity analysis workflows and rankings: A practical comparison for researchers	17
City-Heat Equity Adaptation Tool (City-HEAT): Multi-objective optimization of environmental modifications and human heat exposure reductions for urban heat adaptation under uncertainty	17
Overcoming barriers to reproducibility in geoscientific data analysis: Challenges and practical implementation strategies	17
A cluster-based temporal attention approach for predicting cyclone-induced compound flood dynamics	17
Integrated modeling of the generation, attenuation, and transport of point-source pollutants at the watershed-scale using SWAT+	17
Three-dimensional narrative visualization in virtual geographic scenes for enhancing textual information driven by knowledge and semantics	17
CLEAN - Collaborative low-cost environmental and air-quality network	16
MultiRS flood mapper: a google earth engine application for water extent mapping with multimodal remote sensing and quantile-based postprocessing	16
Enhancing surrogate assisted optimization with SHAP guided two-stage sampling	16
The ODE (Overview, Data, and Execution) protocol for a standardized use of machine learning in environmental, social and related interdisciplinary sciences	16
Multi-head attention driven aggregation-differentiation network for probabilistic groundwater depth forecasting and depth-stratified early warning: A multi-site efficient framework	16
FastFuels: Advancing wildland fire modeling with high-resolution 3D fuel data and data assimilation	16
Introducing NLCD-Imp: A QGIS plugin to better replicate urban characteristics in land use/cover maps for SWAT	16
A framework for the acceptance testing of geospatial search engines	16
Impact of drought on de facto reuse and water quality in Lake Mead: Insights from hydrodynamic modeling versus machine learning	16
A time series-based hybrid model for daily Arctic sea ice forecasting years in advance	16
River bathymetry and discharge estimation using video surface velocity data assimilation in the 2D differentiable numerical shallow water model dassflow	16
Climate matching with the climatchR R package	16
FeliX 2.0: An integrated model of climate, economy, environment, and society interactions	16
A novel hybrid model for hourly PM2.5 prediction considering air pollution factors, meteorological parameters and GNSS-ZTD	16
Increasing the water level accuracy in hydraulic river simulation by adapting mesh level elevation	16
Coherent integration of the terrestrial hydrosphere: Needs and pathways for knowledge convergence	16
Extending SC-PDSI-PM with neural network regression using GLDAS data and Permutation Feature Importance	16
Leveraging data-driven and procedural methods for generating high-fidelity visualizations of real forests	16
Uncertainty quantification of wind gust predictions in the northeast United States: An evidential neural network and explainable artificial intelligence approach	16
Deep learning framework with Bayesian data imputation for modelling and forecasting groundwater levels	16
Spatio-temporal dynamics of biochar application as a climate tool in European agriculture: Economic insights	15
Development of a data-driven automatic unstructured mesh generation tool suitable for compound flooding studies	15
Monitoring carbon dynamics and driving forces in arid and semi-arid river basin: A case study of China's West Liao river Basin	15
Moving from single values to trade-off curves for assessing the performance of water resources systems under uncertainty	15
Weight-level integration of SHAP-interpreted machine learning and AHP for flood susceptibility mapping in a semi-arid region	15
A novel adaptive time-scale decomposition fused LSTM-transformer framework (ATSD-LT) for TCWV prediction	15
Corrigendum to “AutoICE: An automated tool for estimating ice thickness and volume of glaciers in mountain regions” [Environ. Modell. Software, 200 (2026) 106953]	15
Comparison of machine learning methods emulating process driven crop models	15
How to keep it adequate: A protocol for ensuring validity in agent-based simulation	15
A comprehensive drought index based on remote sensing data and nested copulas for monitoring meteorological and agroecological droughts: A case study on the Qinghai-Tibet Plateau	15
Incorporating Light Gradient Boosting Machine to land use regression model for estimating NO2 and PM2.5 levels in Kansai region, Japan	15
Quo vadis, agent-based modelling tools?	15
Attention scores and peak perception in long-term ozone prediction using deep learning	15
STGCN-WQ: A new Spatio-Temporal Graph Convolutional Network for predicting beach Water Quality	15
FIMserv v.1.0: A tool for streamlining Flood Inundation Mapping (FIM) using the United States operational hydrological forecasting framework	15
Editorial Board	15
An operational IoT-based slope stability forecast using a digital twin	15
SWAT-3PG: Improving forest growth simulation with a process-based forest model in SWAT	15
Urban waterlogging depth prediction model combining transformer and graph neural convolutional network	15
A technique for stream geometry estimation based on watershed morphometric characteristics	15
RegreSSM: A novel software tool for downscaling the SMAP L3 soil moisture operational product utilizing the Ts/VI feature space and Sentinel-3 data	15
Editorial Board	15
Predicting massive floating macroalgal blooms in a regional sea	15
Developing a web-based participatory approach to model evaluation for environmental decision-making	14
Data assimilation-based correction of flood forecasts in a large-scale river network: A case study of the Pearl River Basin	14
Monitoring river flow status using low-cost wildlife camera and image segmentation artificial intelligence	14
Coupled machine learning and data assimilation for efficient characterization of multi-contaminant groundwater sites	14
A review of economic calibrated mathematical programming models for agricultural water reallocation	14
An independent-scheduling variables LPV model integral–delay–zero representation for open-channel: Development and applicability boundary identification	14
Web application of an integrated simulation for aquatic environment assessment in coastal and estuarine areas	14
TALKS: A systematic framework for resolving model-data discrepancies	14
Editorial Board	14
An enhanced python framework for hydrological modeling in alpine catchments: Snow hysteresis and glacier ice melt	14
Beyond prediction: An integrated post-hoc approach to interpret complex model in hydrometeorology	14
Editorial Board	14
A review of tools and resources to support Decision-Making Under Deep Uncertainty	14
A framework for assessing the computational reproducibility of geo-simulation experiments	14
Development of an inclusive, scalable, and flexible hydrologic modeling system: Establishing integrated flood simulation system at agricultural watersheds	14
Impact of model structure on radionuclide transport in urban stormwater	14
Generating three-dimensional soil organic carbon density dataset by soil depth function and correction methods in Yangtze River Delta, China	14
Quantitative framework for soil burn severity from numerical wildfire models	14
Editorial Board	14
stagg:: A data pre-processing R package for climate impacts analysis	14
A sub-seasonal to seasonal climate forecast informed irrigation scheduling tool for the Contiguous United States	14
PLUME Dashboard: A free and open-source mobile air quality monitoring dashboard	14
Mapping four decades of change: Deep learning and Google Earth Engine for annual LULC classification in semi-arid regions	14
A database application framework toward data-driven vertical connectivity analysis of rivers	14
Numerical analysis of the abiotic formation and distribution of the “iron curtain” in subterranean estuaries	14
Model support tools for Informed Decision Making - MIDAS and sensitivity analysis	14
The Weather model (Indus Village): Procedural generation of daily weather for the simulation of small-scale socioecological systems	13
Extending our understanding on the retrievals of surface energy fluxes and surface soil moisture from the “triangle” technique	13
Deterministic discharge time series for morphodynamic assessments of river interventions	13
Insights on modelling of karstic aquifers: A new methodology for the integration of fracture data in groundwater flow modelling	13
Community-enabled life-cycle assessment Stormwater Infrastructure Costs (CLASIC) tool	13
A simple method for the enhancement of river bathymetry in LiDAR DEM	13
HydroRTC: A web-based data transfer and communication library for collaborative data processing and sharing in the hydrological domain	13
New perspectives in high-resolution 3D modelling and simulation of atmospheric dispersion on giant urban areas to support emergency preparedness and response	13
porousRTFoam v1.0: An open-source numerical platform for simulating pore-scale reactive transport processes in porous media	13
Wikis as collaborative knowledge management tools in socio-environmental modelling studies	13