Environmental Modelling & Software

Article	Citations
The Dynamic Temperate and Boreal Fire and Forest-Ecosystem Simulator (DYNAFFOREST): Development and evaluation	139
Inversion and forward estimation with process-based models: An investigation into cost functions, uncertainty-based weights and model-data fusion	128
A physics-based model of thermodynamically varying fuel moisture content for fire behavior prediction	114
Automatic procedure for selecting flood events and identifying flood characteristics from daily streamflow data	108
Uncertainty estimation for environmental multimodel predictions: The BLUECAT approach and software	95
Developing best practice guidelines for lake modelling to inform quantitative microbial risk assessment	84
A post-processing machine learning framework for bias-correcting National Water Model outputs by accounting for dominant streamflow drivers	81
RODEO: An algorithm and Google Earth Engine application for river discharge retrieval from Landsat	77
An automatic partition-based parallel algorithm for grid-based distributed hydrological models	76
A coupled multiscale description of seasonal Physical–BioGeoChemical dynamics in Southern Ocean Marginal Ice Zone	70
XR-based interactive visualization platform for real-time exploring dynamic earth science data	67
Synthetic random environmental time series generation with similarity control, preserving original signal’s statistical characteristics	67
Spatio-temporal estimation of monthly groundwater levels from GPS-based land deformation	63
HyPix: 1D physically based hydrological model with novel adaptive time-stepping management and smoothing dynamic criterion for controlling Newton–Raphson step	63
Editorial Board	63
Models and the common good	62
Editorial Board	59
Assessing the representational accuracy of data-driven models: The case of the effect of urban green infrastructure on temperature	57
An integrated, mesh-independent geothermal modelling framework	56
Evaluating the influence of topography data resolution on lake hydrodynamic model under a simulation uncertainty analysis framework	55
PyCHAMP: A crop-hydrological-agent modeling platform for groundwater management	54
An efficient data-driven method for isolating dry-weather flow from total combined sewer flow data	54
Enhancing rainfall frequency analysis through bivariate nonstationary modeling in South Korea	53
Conditional interval reduction method: A possible new direction for the optimization of process based models	52
Fine-tuning the BFOLDS Fire Regime Module to support the assessment of fire-related functions and services in a changing Mediterranean mountain landscape	50

Crop modeling frameworks interoperability through bidirectional source code transformation	49
The Danish Lagrangian Model (DALM): Development of a new local-scale high-resolution air pollution model	48
A Comprehensive Chemistry Evaluation and Diagnostics Package for E3SM – ChemDyg Version 1.1.0	47
Particle filter for high frequency oxygen data assimilation in river systems	47
FlowDyn: A daily streamflow prediction pipeline for dynamical deep neural network applications	46
Analysis and comparison of coupled and uncoupled simulations with the COAWST model during the Gloria Storm (January 2020) in the northwestern Mediterranean Sea	46
How do the properties of training scenarios influence the robustness of reservoir operating policies to climate uncertainty?	45
Replicating measured site-scale soil organic carbon dynamics in the U.S. Corn Belt using the SWAT-C model	44
Assessing the hillslope-channel contributions to the catchment sediment balance under climate change	44
Quantifying regional variability of machine-learning-based snow water equivalent estimates across the Western United States	42
Challenges and opportunities when bringing machines onto the team: Human-AI teaming and flood evacuation decisions	42
Modeling in-stream biogeochemical processes at catchment scale: Coupling SWAT and RIVE models	40
Editorial Board	40
Integration of a computable general equilibrium model with an energy system model: Application of the AIM global model	39
Dynamics of real-time forecasting failure and recovery due to data gaps: A study using EnKF-based assimilation with the Lorenz model	39
Editorial Board	39
A critical review of common pitfalls and guidelines to effectively infer parameters of agent-based models using Approximate Bayesian Computation	38
How to conduct more systematic reviews of agent-based models and foster theory development - Taking stock and looking ahead	38
A free web-based approach for rainfall-induced landslide susceptibility modeling: Case study of Clearwater National Forest, Idaho, USA	37
WITHDRAWN: Investigating hydrologic alteration in the Pearl and Pascagoula river basins using rule-based model trees	36
AIRS: A QGIS plugin for time series forecasting using deep learning models	36
Cascading effect modelling of integrating geographic factors in interdependent systems	35
Spatial extrapolation of statistically downscaled weather data over the Northwest Himalayas at major glacier sites	35
A prototype field-to-publication data system for a multi-variable permafrost observation network	34
Guidance framework and software for understanding and achieving system robustness	34
A practice-oriented framework for stationary and nonstationary flood frequency analysis	33
Gridemis V2.0: A highly integrated algorithm scheme for high-resolution and multi-component allocation of emission inventories used in air quality models	33
VERE Py-framework: Dual environment for physically-informed machine learning in seismic landslide hazard mapping driven by InSAR	33
Parallel Princeton Ocean Model based on OpenACC	32
Pywr-DRB: An open-source Python model for water availability and drought risk assessment in the Delaware River Basin	32
Scientometric analysis of development and opportunities for research in digital agriculture innovation management	32
An adaptive rainfall-runoff model for daily runoff prediction under the changing environment: Stream-LSTM	31
Reproducible construction of a high-resolution national variable-density groundwater salinity model for the Netherlands	31
An open-source platform for geospatial participatory modeling in the cloud	31
A scalable distributed parallel simulation tool for the SWAT model	31
Modelling invasive alien plant distribution: A literature review of concepts and bibliometric analysis	30
Effective air pollution prediction by combining time series decomposition with stacking and bagging ensembles of evolving spiking neural networks	30
Deep learning prediction of rainfall-driven debris flows considering the similar critical thresholds within comparable background conditions	30
Implementing generative adversarial network (GAN) as a data-driven multi-site stochastic weather generator for flood frequency estimation	30
Bridging existing energy and chemical transport models to enhance air quality policy assessment	30
A calibration protocol for soil-crop models	30
A novel strategy to assimilate category variables in land-use models based on Dirichlet distribution	30
basement v3: A modular freeware for river process modelling over multiple computational backends	30
Dust storm detection for ground-based stations with imbalanced machine learning	29
Arc Hydro Hillslope and Critical Duration: New tools for hillslope-scale runoff analysis	29
PASS4SWAT: Orchestration of containerized SWAT for facilitating computational reproducibility of model calibration and uncertainty analysis	29
PyLUSAT: An open-source Python toolkit for GIS-based land use suitability analysis	29
The easyclimate R package: Easy access to high-resolution daily climate data for Europe	29
Joint estimation of biogeochemical model parameters from multiple experiments: A bayesian approach applied to mercury methylation	29
Development of non-data driven reservoir routing in the routing application for parallel computatIon of discharge (RAPID) model	28

Book review	28
Large uncertainty in global estimates of manure phosphorus runoff	28
pyMANGA: A modular, open and extendable software platform for modeling of forest and vegetation dynamics	28
Is less more? Experimenting with visual stacking of coincident maps for spatial global sensitivity analysis in urban land-use change modeling	28
Visualization and modeling of forest fire propagation in Patagonia	28
Modelling wave group-scale hydrodynamics on orthogonal unstructured meshes	27
Empirical tool development for prairie pothole management using AnnAGNPS and random forest	27
An R package for identification of outliers in environmental time series data	27
Evaluating the choice of radial basis functions in multiobjective optimal control applications	27
How to assess conditions for the acceptance of climate change adaptation measures by applying implementation probability Bayesian Networks in participatory processes	27
Comparing containerization-based approaches for reproducible computational modeling of environmental systems	26
Watershed Workflow: A toolset for parameterizing data-intensive, integrated hydrologic models	26
Interoperability and computational framework for simulating open channel hydraulics: Application to sensitivity analysis and calibration of Gironde Estuary model	26
Operationalizing the use of TLS in forest inventories: The R package FORTLS	25
Leveraging OGC API for cloud-based flood modeling campaigns	25
Inverse aqueous transport modeling for emergency response	25
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	24
pystorms: A simulation sandbox for the development and evaluation of stormwater control algorithms	24
ResORR: A globally scalable and satellite data-driven algorithm for river flow regulation due to reservoir operations	24
A spatiotemporal autoregressive neural network interpolation method for discrete environmental factors	24
The chaos in calibrating crop models: Lessons learned from a multi-model calibration exercise	24
A multi-objective adaptive surrogate modelling-based optimization algorithm for constrained hybrid problems	24
PRISM: A decision support system for forest planning	24
Prediction of wildfire rate of spread in grasslands using machine learning methods	24
Spatially targeted afforestation to minimize sediment loss from a catchment: An efficient hill climbing method considering spatial interaction	23
QGIS Shoreline Change Analysis Tool (QSCAT): A fast, open-source shoreline change analysis plugin for QGIS	23
Editorial Board	23
Bayesian network modelling of phosphorus pollution in agricultural catchments with high-resolution data	23
Editorial Board	23
Bridging technology transfer boundaries: Integrated cloud services deliver results of nonlinear process models as surrogate model ensembles	23
Capturing episodic impacts of environmental signals	23
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	22
Comparing the applicability of hydro-economic modelling approaches for large-scale decision-making in multi-sectoral and multi-regional river basins	22
Predicting the responses of boreal forests to climate-fire-vegetation interactions in Northeast China	22
Modeling unsteady and steady 1D hydrodynamics under different hydraulic conceptualizations: Model/Software development and case studies	22
Predicting beach profiles with machine learning from offshore wave reflection spectra	22
Advanced risk assessment framework for land subsidence impacts on transmission towers in salt lake region	22
Quantifying uncertainty in Pareto fronts arising from spatial data	22
Implementation of a GPU-enhanced multiclass soil erosion model based on the 2D shallow water equations in the software Iber	22
Amadeus: Accessing and analyzing large scale environmental data in R	22
DART-PFLOTRAN: An ensemble-based data assimilation system for estimating subsurface flow and transport model parameters	22
Theory for and from agent-based modelling: Insights from a virtual special issue and a vision	21
Computing efficiency of XBeach hydro- and wave dynamics on Graphics Processing Units (GPUs)	21
A user-friendly software for modelling extreme values: EXTRASTAR (EXTRemes Abacus for STAtistical Regionalization)	21
A transformer-based neural network for ignition location prediction from the final wildfire perimeter	21
An overview of visualization and visual analytics applications in water resources management	21
Real-time rainfall estimation using deep learning: Influence of background and rainfall intensity	21
Introducing 3-PG2Py, an open-source forest growth model in Python	21
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	21
Enhancing Flood Forecasts: A Comprehensive Neural Network Approach for Groundwater Flooding in Lowland Karst Areas	20
Improving groundwater storage change estimates using time-lapse gravimetry with Gravi4GW	20
California's food-energy-water system: An open source simulation model of adaptive surface and groundwater management in the Central Valley	20
Editorial Board	20
A prototype adaptive mesh generator for enhancing computational efficiency and accuracy in physically-based modeling of flood-landslide hazards	20
V-FloodNet: A video segmentation system for urban flood detection and quantification	20
Leveraging data-driven and procedural methods for generating high-fidelity visualizations of real forests	20
Comparison of predictive modeling approaches to estimate soil erosion under spatially heterogeneous field conditions	20
Climate change effects at basin-scale: Weathering rates and CO2 consumption assessment by using the reaction path modelling	19
CLEAN - Collaborative low-cost environmental and air-quality network	19
A novel hybrid model for hourly PM2.5 prediction considering air pollution factors, meteorological parameters and GNSS-ZTD	19
FeliX 2.0: An integrated model of climate, economy, environment, and society interactions	19
A network design approach for citizen science-satellite monitoring of surface water volume changes in Bangladesh	19
Identification of metrics suitable for determining the features of real-world optimisation problems	19
Deep learning framework with Bayesian data imputation for modelling and forecasting groundwater levels	19
FlorID – A nationwide identification service for plants from photos and habitat information	19
Ecology-habitat-flow modular simulation model for the recommendation of river ecological flow combination	19
Optimizing spatial distribution of watershed-scale hydrologic models using Gaussian Mixture Models	19
FastFuels: Advancing wildland fire modeling with high-resolution 3D fuel data and data assimilation	19
Streamlining land surface model Initialization: Automated data retrieval for VELMA using HMS REST API and GDAL	18
Increasing the water level accuracy in hydraulic river simulation by adapting mesh level elevation	18
Comparing the structural uncertainty and uncertainty management in four common Land Use Cover Change (LUCC) model software packages	18
climdex-kit: An open software for climate index calculation, sharing and analysis towards tailored climate services	18
A cluster-based temporal attention approach for predicting cyclone-induced compound flood dynamics	18
Extending SC-PDSI-PM with neural network regression using GLDAS data and Permutation Feature Importance	18
City-Heat Equity Adaptation Tool (City-HEAT): Multi-objective optimization of environmental modifications and human heat exposure reductions for urban heat adaptation under uncertainty	18
SSIMS-Flow: Image velocimetry workbench for open-channel flow rate estimation	18
Aligning the achievement of SDGs with long-term sustainability and resilience: An OOBN modelling approach	18
Strategic model reduction by analysing model sloppiness: A case study in coral calcification	18
MultiRS flood mapper: a google earth engine application for water extent mapping with multimodal remote sensing and quantile-based postprocessing	17
Academic influence index evaluation report of geographic simulation models (2022)	17

Inductive predictions of hydrologic events using a Long Short-Term Memory network and the Soil and Water Assessment Tool	17
Heat wave tracker: A multi-method, multi-source heat wave measurement toolkit based on Google Earth Engine	17
How can biosphere models simulate enough vegetation biomass in the mountains of the western United States? Implications of meteorological forcing	17
Server-enabled mixed reality for flood risk communication: On-site visualization with digital twins and multi-client support	17
Climate matching with the climatchR R package	17
Modelling of solid / liquid fractionation of trace metals for suspended sediments according to the hydro-sedimentary conditions of rivers - Application to 137Cs in the Rhône River (France)	17
An exceedance score for the assessment of the impact of nitrogen deposition on habitats in the UK	17
Dilemmas in developing models for long-term drought risk management: The case of the National Water Model of the Netherlands	17
Comparison of two modelling strategies for 2D large-scale flood simulations	17
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	17
Predicting massive floating macroalgal blooms in a regional sea	17
Comparison of two sets of Monte Carlo estimators of Sobol’ indices	17
Testing APSIM in a complex saline coastal cropping environment	16
Incorporating Light Gradient Boosting Machine to land use regression model for estimating NO2 and PM2.5 levels in Kansai region, Japan	16
SWAT-3PG: Improving forest growth simulation with a process-based forest model in SWAT	16
Strong sensitivity of watershed-scale, ecohydrologic model predictions to soil moisture	16
VecLI: A framework for calculating vector landscape indices considering landscape fragmentation	16
An operational IoT-based slope stability forecast using a digital twin	16
Comparison of machine learning methods emulating process driven crop models	16
Stream power index for networks (SPIN) toolbox for decision support in urbanizing watersheds	16
Quo vadis, agent-based modelling tools?	16
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	16
NWTOPT – A hyperparameter optimization approach for selection of environmental model solver settings	16
Attention scores and peak perception in long-term ozone prediction using deep learning	16
A framework based on statistical analysis and stakeholders’ preferences to inform weighting in composite indicators	15
Editorial Board	15
TALKS: A systematic framework for resolving model-data discrepancies	15
Development of a component-based integrated modeling framework for urban flood simulation	15
Coupled Machine Learning and Data Assimilation for Efficient Characterization of Multi-Contaminant Groundwater Sites	15
How to keep it adequate: A protocol for ensuring validity in agent-based simulation	15
A technique for stream geometry estimation based on watershed morphometric characteristics	15
Development of an inclusive, scalable, and flexible hydrologic modeling system: Establishing integrated flood simulation system at agricultural watersheds	15
Cloud-based system for monitoring event-based hydrological processes based on dense sensor network and NB-IoT connectivity	15
stagg:: A data pre-processing R package for climate impacts analysis	15
Editorial Board	15
Editorial Board	15
Web application of an integrated simulation for aquatic environment assessment in coastal and estuarine areas	15
Quantifying phenological asynchrony of phyto- and zooplankton in response to changing temperature and nutrient conditions in Lake Müggelsee (Germany) by means of evolutionary computation	15
A coordination attention residual U-Net model for enhanced short and mid-term sea surface temperature prediction	15
Towerpy: An open-source toolbox for processing polarimetric weather radar data	14
Coastal morphodynamic emulator for early warning short-term forecasts	14
A modified response matrix method to approximate SWAT for computationally intense applications	14
A framework for assessing the computational reproducibility of geo-simulation experiments	14
Beyond prediction: An integrated post-hoc approach to interpret complex model in hydrometeorology	14
Editorial Board	14
Hydrologic information systems: An introductory overview	14
Topical 3D modelling and simulation of air dispersion hazards as a new paradigm to support emergency preparedness and response	14
PLUME Dashboard: A free and open-source mobile air quality monitoring dashboard	14
Numerical analysis of the abiotic formation and distribution of the “iron curtain” in subterranean estuaries	14
Sequential surface and subsurface flow modeling in a tropical aquifer under different rainfall scenarios	14
Groundwater-surface water interactions at wetland interface: Advancement in catchment system modeling	14
Inclusive simulation game development to enhance Florida research and management: Cedar Key oyster fishery	14
Using Bayesian optimization to automate the calibration of complex hydrological models: Framework and application	14
Enhancing hydrological modeling of ungauged watersheds through machine learning and physical similarity-based regionalization of calibration parameters	14
Impact of model structure on radionuclide transport in urban stormwater	14
Enhancing algal bloom forecasting: A novel framework for machine learning performance evaluation during periods of special temporal patterns	14
A database application framework toward data-driven vertical connectivity analysis of rivers	14
A review of machine learning methods for drought hazard monitoring and forecasting: Current research trends, challenges, and future research directions	14
WITHDRAWN: Generating a reference flow network with improved connectivity to support durable data integration and reproducibility in the coterminous US	13
PHyL v1.0: A parallel, flexible, and advanced software for hydrological and slope stability modeling at a regional scale	13
A pattern recognition approach to identify biological clusters acquired by acoustic multi-beam in Kongsfjorden	13
PyLandslide: A Python tool for landslide susceptibility mapping and uncertainty analysis	13
Pipedream: An interactive digital twin model for natural and urban drainage systems	13
A new conditional generative adversarial neural network approach for statistical downscaling of the ERA5 reanalysis over the Italian Peninsula	13
Set-membership parameter estimation based on Voronoi vertices	13
porousRTFoam v1.0: An open-source numerical platform for simulating pore-scale reactive transport processes in porous media	13
Community-enabled life-cycle assessment Stormwater Infrastructure Costs (CLASIC) tool	13
An introduction to data-driven modelling of the water-energy-food-ecosystem nexus	13
Interoperability engine design for model sharing and reuse among OpenMI, BMI and OpenGMS-IS model standards	13
Insights on modelling of karstic aquifers: A new methodology for the integration of fracture data in groundwater flow modelling	13
The Fogees system for forecasting particulate matter concentrations in urban areas	13
Shallow-water lee-side waves at obstacles: Experimental characterization and turbulent non-hydrostatic modeling using weighted-averaged residual equations	13
Dissolved oxygen prediction in the Dianchi River basin with explainable artificial intelligence based on physical prior knowledge	13
Modeling lake recovery lag times following influent phosphorus loading reduction	12
A simple method for the enhancement of river bathymetry in LiDAR DEM	12
Agent decision-making: The Elephant in the Room - Enabling the justification of decision model fit in social-ecological models	12
Extending our understanding on the retrievals of surface energy fluxes and surface soil moisture from the “triangle” technique	12
A new modelling framework to assess biogenic GHG emissions from reservoirs: The G-res tool	12
Augmenting the National agroecosystem model with physically based spatially distributed groundwater modeling	12
Improved Hadoop-based cloud for complex model simulation optimization: Calibration of SWAT as an example	12
Towards a monitoring system of the sea state based on microseism and machine learning	12
HydroRTC: A web-based data transfer and communication library for collaborative data processing and sharing in the hydrological domain	12
A real-time and modular weather station software architecture based on microservices	12
Reservoir Assessment Tool 2.0: Stakeholder driven improvements to satellite remote sensing based reservoir monitoring	12
Quantile regression as a generic approach for estimating uncertainty of digital soil maps produced from machine-learning	12
FloodGame: An interactive 3D serious game on flood mitigation for disaster awareness and education	12
Wikis as collaborative knowledge management tools in socio-environmental modelling studies	12
Integrating statistical and agent-based modelling for activity-based ambient air pollution exposure assessment	12
Modeling agent decision and behavior in the light of data science and artificial intelligence	12
Validating the effect of fuel moisture content by a multivalued operator in a simplified physical fire spread model	12
An open-source workflow for scaling burn severity metrics from drone to satellite to support post-fire watershed management	12
An integrative modelling framework for predicting the compound flood hazards induced by tropical cyclones in an estuarine area	12
A system dynamics model to support marine spatial planning in Algoa Bay, South Africa	11
High-performance watershed delineation algorithm for GPU using CUDA and OpenMP	11
Network analysis of ground-level ozone: Implications for environmental policy and air quality management	11