Environmental Modelling & Software

Article	Citations
Particle filter for high frequency oxygen data assimilation in river systems	157
A physics-based model of thermodynamically varying fuel moisture content for fire behavior prediction	132
The Dynamic Temperate and Boreal Fire and Forest-Ecosystem Simulator (DYNAFFOREST): Development and evaluation	112
Modeling in-stream biogeochemical processes at catchment scale: Coupling SWAT and RIVE models	106
Inversion and forward estimation with process-based models: An investigation into cost functions, uncertainty-based weights and model-data fusion	89
Challenges and opportunities when bringing machines onto the team: Human-AI teaming and flood evacuation decisions	80
Analysis and comparison of coupled and uncoupled simulations with the COAWST model during the Gloria Storm (January 2020) in the northwestern Mediterranean Sea	76
A coupled multiscale description of seasonal Physical–BioGeoChemical dynamics in Southern Ocean Marginal Ice Zone	75
Fine-tuning the BFOLDS Fire Regime Module to support the assessment of fire-related functions and services in a changing Mediterranean mountain landscape	74
Synthetic random environmental time series generation with similarity control, preserving original signal’s statistical characteristics	72
Editorial Board	72
XR-based interactive visualization platform for real-time exploring dynamic earth science data	69
Editorial Board	67
Replicating measured site-scale soil organic carbon dynamics in the U.S. Corn Belt using the SWAT-C model	66
HyPix: 1D physically based hydrological model with novel adaptive time-stepping management and smoothing dynamic criterion for controlling Newton–Raphson step	61
The Danish Lagrangian Model (DALM): Development of a new local-scale high-resolution air pollution model	60
How do the properties of training scenarios influence the robustness of reservoir operating policies to climate uncertainty?	60
Spatio-temporal estimation of monthly groundwater levels from GPS-based land deformation	59
Crop modeling frameworks interoperability through bidirectional source code transformation	59
RODEO: An algorithm and Google Earth Engine application for river discharge retrieval from Landsat	58
Enhancing rainfall frequency analysis through bivariate nonstationary modeling in South Korea	54
Quantifying regional variability of machine-learning-based snow water equivalent estimates across the Western United States	52
A post-processing machine learning framework for bias-correcting National Water Model outputs by accounting for dominant streamflow drivers	51
Evaluating the influence of topography data resolution on lake hydrodynamic model under a simulation uncertainty analysis framework	49
Automatic procedure for selecting flood events and identifying flood characteristics from daily streamflow data	49

PyCHAMP: A crop-hydrological-agent modeling platform for groundwater management	47
Conditional interval reduction method: A possible new direction for the optimization of process based models	47
An efficient data-driven method for isolating dry-weather flow from total combined sewer flow data	46
Developing best practice guidelines for lake modelling to inform quantitative microbial risk assessment	46
Models and the common good	45
FlowDyn: A daily streamflow prediction pipeline for dynamical deep neural network applications	45
Uncertainty estimation for environmental multimodel predictions: The BLUECAT approach and software	45
Assessing the hillslope-channel contributions to the catchment sediment balance under climate change	45
Assessing the representational accuracy of data-driven models: The case of the effect of urban green infrastructure on temperature	44
An automatic partition-based parallel algorithm for grid-based distributed hydrological models	43
An integrated, mesh-independent geothermal modelling framework	43
Bridging existing energy and chemical transport models to enhance air quality policy assessment	42
A novel strategy to assimilate category variables in land-use models based on Dirichlet distribution	40
Editorial Board	40
An open-source platform for geospatial participatory modeling in the cloud	40
A critical review of common pitfalls and guidelines to effectively infer parameters of agent-based models using Approximate Bayesian Computation	40
Editorial Board	40
Reproducible construction of a high-resolution national variable-density groundwater salinity model for the Netherlands	40
Modelling invasive alien plant distribution: A literature review of concepts and bibliometric analysis	39
A calibration protocol for soil-crop models	39
A free web-based approach for rainfall-induced landslide susceptibility modeling: Case study of Clearwater National Forest, Idaho, USA	39
A prototype field-to-publication data system for a multi-variable permafrost observation network	37
Dynamics of real-time forecasting failure and recovery due to data gaps: A study using EnKF-based assimilation with the Lorenz model	36
WITHDRAWN: Investigating hydrologic alteration in the Pearl and Pascagoula river basins using rule-based model trees	36
basement v3: A modular freeware for river process modelling over multiple computational backends	35
A practice-oriented framework for stationary and nonstationary flood frequency analysis	35
Integration of a computable general equilibrium model with an energy system model: Application of the AIM global model	35
Guidance framework and software for understanding and achieving system robustness	35
A scalable distributed parallel simulation tool for the SWAT model	34
Deep learning prediction of rainfall-driven debris flows considering the similar critical thresholds within comparable background conditions	34
Cascading effect modelling of integrating geographic factors in interdependent systems	33
How to conduct more systematic reviews of agent-based models and foster theory development - Taking stock and looking ahead	33
Spatial extrapolation of statistically downscaled weather data over the Northwest Himalayas at major glacier sites	32
Implementing generative adversarial network (GAN) as a data-driven multi-site stochastic weather generator for flood frequency estimation	32
Parallel Princeton Ocean Model based on OpenACC	32
Effective air pollution prediction by combining time series decomposition with stacking and bagging ensembles of evolving spiking neural networks	31
VERE Py-framework: Dual environment for physically-informed machine learning in seismic landslide hazard mapping driven by InSAR	31
Pywr-DRB: An open-source Python model for water availability and drought risk assessment in the Delaware River Basin	31
An attention U-Net model for detection of fine-scale hydrologic streamlines	30
Dust storm detection for ground-based stations with imbalanced machine learning	30
AIRS: A QGIS plugin for time series forecasting using deep learning models	30
Gridemis V2.0: A highly integrated algorithm scheme for high-resolution and multi-component allocation of emission inventories used in air quality models	30
The easyclimate R package: Easy access to high-resolution daily climate data for Europe	30
Scientometric analysis of development and opportunities for research in digital agriculture innovation management	30
Modelling wave group-scale hydrodynamics on orthogonal unstructured meshes	29
Arc Hydro Hillslope and Critical Duration: New tools for hillslope-scale runoff analysis	29
Joint estimation of biogeochemical model parameters from multiple experiments: A bayesian approach applied to mercury methylation	29
ResORR: A globally scalable and satellite data-driven algorithm for river flow regulation due to reservoir operations	28
Inverse aqueous transport modeling for emergency response	28
How to assess conditions for the acceptance of climate change adaptation measures by applying implementation probability Bayesian Networks in participatory processes	28

Development of non-data driven reservoir routing in the routing application for parallel computatIon of discharge (RAPID) model	28
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	28
Interoperability and computational framework for simulating open channel hydraulics: Application to sensitivity analysis and calibration of Gironde Estuary model	28
Large uncertainty in global estimates of manure phosphorus runoff	27
Visualization and modeling of forest fire propagation in Patagonia	27
The chaos in calibrating crop models: Lessons learned from a multi-model calibration exercise	27
PRISM: A decision support system for forest planning	27
Empirical tool development for prairie pothole management using AnnAGNPS and random forest	27
Watershed Workflow: A toolset for parameterizing data-intensive, integrated hydrologic models	26
PASS4SWAT: Orchestration of containerized SWAT for facilitating computational reproducibility of model calibration and uncertainty analysis	26
Evaluating the choice of radial basis functions in multiobjective optimal control applications	25
PyLUSAT: An open-source Python toolkit for GIS-based land use suitability analysis	25
Comparing containerization-based approaches for reproducible computational modeling of environmental systems	25
Leveraging OGC API for cloud-based flood modeling campaigns	25
pystorms: A simulation sandbox for the development and evaluation of stormwater control algorithms	25
Operationalizing the use of TLS in forest inventories: The R package FORTLS	25
An R package for identification of outliers in environmental time series data	25
Is less more? Experimenting with visual stacking of coincident maps for spatial global sensitivity analysis in urban land-use change modeling	25
A spatiotemporal autoregressive neural network interpolation method for discrete environmental factors	25
Prediction of wildfire rate of spread in grasslands using machine learning methods	25
A multi-objective adaptive surrogate modelling-based optimization algorithm for constrained hybrid problems	25
pyMANGA: A modular, open and extendable software platform for modeling of forest and vegetation dynamics	24
Introducing 3-PG2Py, an open-source forest growth model in Python	24
Book review	24
Quantifying uncertainty in Pareto fronts arising from spatial data	24
A transformer-based neural network for ignition location prediction from the final wildfire perimeter	23
DART-PFLOTRAN: An ensemble-based data assimilation system for estimating subsurface flow and transport model parameters	23
Editorial Board	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	22
Spatially targeted afforestation to minimize sediment loss from a catchment: An efficient hill climbing method considering spatial interaction	22
Theory for and from agent-based modelling: Insights from a virtual special issue and a vision	22
Capturing episodic impacts of environmental signals	22
Advanced risk assessment framework for land subsidence impacts on transmission towers in salt lake region	22
An overview of visualization and visual analytics applications in water resources management	22
Predicting the responses of boreal forests to climate-fire-vegetation interactions in Northeast China	22
Computing efficiency of XBeach hydro- and wave dynamics on Graphics Processing Units (GPUs)	22
Bridging technology transfer boundaries: Integrated cloud services deliver results of nonlinear process models as surrogate model ensembles	22
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	21
A user-friendly software for modelling extreme values: EXTRASTAR (EXTRemes Abacus for STAtistical Regionalization)	21
California's food-energy-water system: An open source simulation model of adaptive surface and groundwater management in the Central Valley	21
A network design approach for citizen science-satellite monitoring of surface water volume changes in Bangladesh	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
Predicting beach profiles with machine learning from offshore wave reflection spectra	21
Comparing the applicability of hydro-economic modelling approaches for large-scale decision-making in multi-sectoral and multi-regional river basins	21
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	21
Editorial Board	21
Amadeus: Accessing and analyzing large scale environmental data in R	21
Modeling unsteady and steady 1D hydrodynamics under different hydraulic conceptualizations: Model/Software development and case studies	21
V-FloodNet: A video segmentation system for urban flood detection and quantification	21
MultiRS flood mapper: a google earth engine application for water extent mapping with multimodal remote sensing and quantile-based postprocessing	21
Implementation of a GPU-enhanced multiclass soil erosion model based on the 2D shallow water equations in the software Iber	21
Increasing the water level accuracy in hydraulic river simulation by adapting mesh level elevation	20
An open-source tool for visualization of climate mitigation scenarios: Mipplot	20
CLEAN - Collaborative low-cost environmental and air-quality network	20
Improving groundwater storage change estimates using time-lapse gravimetry with Gravi4GW	20
Academic influence index evaluation report of geographic simulation models (2022)	20
Comparison of predictive modeling approaches to estimate soil erosion under spatially heterogeneous field conditions	20
Optimizing spatial distribution of watershed-scale hydrologic models using Gaussian Mixture Models	20
Leveraging data-driven and procedural methods for generating high-fidelity visualizations of real forests	20
Comparing the structural uncertainty and uncertainty management in four common Land Use Cover Change (LUCC) model software packages	19
FeliX 2.0: An integrated model of climate, economy, environment, and society interactions	19
A prototype adaptive mesh generator for enhancing computational efficiency and accuracy in physically-based modeling of flood-landslide hazards	19
Ecology-habitat-flow modular simulation model for the recommendation of river ecological flow combination	19
SSIMS-Flow: Image velocimetry workbench for open-channel flow rate estimation	19
Server-enabled mixed reality for flood risk communication: On-site visualization with digital twins and multi-client support	19
FastFuels: Advancing wildland fire modeling with high-resolution 3D fuel data and data assimilation	19
Aligning the achievement of SDGs with long-term sustainability and resilience: An OOBN modelling approach	19
climdex-kit: An open software for climate index calculation, sharing and analysis towards tailored climate services	19
How can biosphere models simulate enough vegetation biomass in the mountains of the western United States? Implications of meteorological forcing	18
Comparison of two modelling strategies for 2D large-scale flood simulations	18
Dilemmas in developing models for long-term drought risk management: The case of the National Water Model of the Netherlands	18
Strategic model reduction by analysing model sloppiness: A case study in coral calcification	18
Streamlining Land Surface Model Initialization: Automated Data Retrieval for VELMA using HMS REST API and GDAL	18
Identification of metrics suitable for determining the features of real-world optimisation problems	18
Inductive predictions of hydrologic events using a Long Short-Term Memory network and the Soil and Water Assessment Tool	18
Climate matching with the climatchR R package	18
FlorID – A nationwide identification service for plants from photos and habitat information	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

Comparison of two sets of Monte Carlo estimators of Sobol’ indices	18
Extending SC-PDSI-PM with neural network regression using GLDAS data and Permutation Feature Importance	18
Quo vadis, agent-based modelling tools?	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
Climate change effects at basin-scale: Weathering rates and CO2 consumption assessment by using the reaction path modelling	17
Heat wave tracker: A multi-method, multi-source heat wave measurement toolkit based on Google Earth Engine	17
A novel hybrid model for hourly PM2.5 prediction considering air pollution factors, meteorological parameters and GNSS-ZTD	17
Strong sensitivity of watershed-scale, ecohydrologic model predictions to soil moisture	17
A generalised and scalable framework for modelling incursions, surveillance and control of plant and environmental pests	17
Deep learning framework with Bayesian data imputation for modelling and forecasting groundwater levels	17
An operational IoT-based slope stability forecast using a digital twin	16
Testing APSIM in a complex saline coastal cropping environment	16
A framework based on statistical analysis and stakeholders’ preferences to inform weighting in composite indicators	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
Predicting massive floating macroalgal blooms in a regional sea	16
Attention scores and peak perception in long-term ozone prediction using deep learning	16
An exceedance score for the assessment of the impact of nitrogen deposition on habitats in the UK	16
How to keep it adequate: A protocol for ensuring validity in agent-based simulation	16
Stream power index for networks (SPIN) toolbox for decision support in urbanizing watersheds	16
NWTOPT – A hyperparameter optimization approach for selection of environmental model solver settings	16
A technique for stream geometry estimation based on watershed morphometric characteristics	16
VecLI: A framework for calculating vector landscape indices considering landscape fragmentation	15
Editorial Board	15
Editorial Board	15
Web application of an integrated simulation for aquatic environment assessment in coastal and estuarine areas	15
Comparison of machine learning methods emulating process driven crop models	15
Enhancing algal bloom forecasting: A novel framework for machine learning performance evaluation during periods of special temporal patterns	15
Development of an inclusive, scalable, and flexible hydrologic modeling system: Establishing integrated flood simulation system at agricultural watersheds	15
PLUME Dashboard: A free and open-source mobile air quality monitoring dashboard	15
SWAT-3PG: Improving forest growth simulation with a process-based forest model in SWAT	15
Incorporating Light Gradient Boosting Machine to land use regression model for estimating NO2 and PM2.5 levels in Kansai region, Japan	15
A database application framework toward data-driven vertical connectivity analysis of rivers	15
Editorial Board	15
Development of a component-based integrated modeling framework for urban flood simulation	14
Groundwater-surface water interactions at wetland interface: Advancement in catchment system modeling	14
stagg:: A data pre-processing R package for climate impacts analysis	14
Quantifying phenological asynchrony of phyto- and zooplankton in response to changing temperature and nutrient conditions in Lake Müggelsee (Germany) by means of evolutionary computation	14
A coordination attention residual U-Net model for enhanced short and mid-term sea surface temperature prediction	14
Impact of model structure on radionuclide transport in urban stormwater	14
Cloud-based system for monitoring event-based hydrological processes based on dense sensor network and NB-IoT connectivity	14
Development of an integrated modeling platform for watershed simulation	14
A modified response matrix method to approximate SWAT for computationally intense applications	14
Topical 3D modelling and simulation of air dispersion hazards as a new paradigm to support emergency preparedness and response	14
Beyond prediction: An integrated post-hoc approach to interpret complex model in hydrometeorology	14
TALKS: A systematic framework for resolving model-data discrepancies	14
Real-time environmental forecasts of the Chesapeake Bay: Model setup, improvements, and online visualization	14
Coastal morphodynamic emulator for early warning short-term forecasts	14
Editorial Board	13
Inclusive simulation game development to enhance Florida research and management: Cedar Key oyster fishery	13
Numerical analysis of the abiotic formation and distribution of the “iron curtain” in subterranean estuaries	13
Towards a monitoring system of the sea state based on microseism and machine learning	13
Hydrologic information systems: An introductory overview	13
HydroRTC: A web-based data transfer and communication library for collaborative data processing and sharing in the hydrological domain	13
Towards improved environmental modeling outcomes: Enabling low-cost access to high-dimensional, geostatistical-based decision-support analyses	13
A framework for assessing the computational reproducibility of geo-simulation experiments	13
Validating the effect of fuel moisture content by a multivalued operator in a simplified physical fire spread model	13
Towerpy: An open-source toolbox for processing polarimetric weather radar data	13
WITHDRAWN: Generating a reference flow network with improved connectivity to support durable data integration and reproducibility in the coterminous US	13
Insights on modelling of karstic aquifers: A new methodology for the integration of fracture data in groundwater flow modelling	13
Sequential surface and subsurface flow modeling in a tropical aquifer under different rainfall scenarios	13
Enhancing hydrological modeling of ungauged watersheds through machine learning and physical similarity-based regionalization of calibration parameters	13
A review of machine learning methods for drought hazard monitoring and forecasting: Current research trends, challenges, and future research directions	13
porousRTFoam v1.0: An open-source numerical platform for simulating pore-scale reactive transport processes in porous media	13
Set-membership parameter estimation based on Voronoi vertices	13
Augmenting the National agroecosystem model with physically based spatially distributed groundwater modeling	12
Wikis as collaborative knowledge management tools in socio-environmental modelling studies	12
A real-time and modular weather station software architecture based on microservices	12
PHyL v1.0: A parallel, flexible, and advanced software for hydrological and slope stability modeling at a regional scale	12
Multi-scale evaluation of a 3D lake model forced by an atmospheric model against standard monitoring data	12
A new conditional generative adversarial neural network approach for statistical downscaling of the ERA5 reanalysis over the Italian Peninsula	12
Dissolved oxygen prediction in the Dianchi River basin with explainable artificial intelligence based on physical prior knowledge	12
Using Bayesian optimization to automate the calibration of complex hydrological models: Framework and application	12
Modeling lake recovery lag times following influent phosphorus loading reduction	12
An integrative modelling framework for predicting the compound flood hazards induced by tropical cyclones in an estuarine area	12
Community-enabled life-cycle assessment Stormwater Infrastructure Costs (CLASIC) tool	12
The Fogees system for forecasting particulate matter concentrations in urban areas	12
Pipedream: An interactive digital twin model for natural and urban drainage systems	12
Interoperability engine design for model sharing and reuse among OpenMI, BMI and OpenGMS-IS model standards	12
An open-source workflow for scaling burn severity metrics from drone to satellite to support post-fire watershed management	12
Modeling agent decision and behavior in the light of data science and artificial intelligence	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
Reservoir Assessment Tool 2.0: Stakeholder driven improvements to satellite remote sensing based reservoir monitoring	12
Shallow-water lee-side waves at obstacles: Experimental characterization and turbulent non-hydrostatic modeling using weighted-averaged residual equations	12
An introduction to data-driven modelling of the water-energy-food-ecosystem nexus	12
Finding the Balance Between Simplicity and Realism in Participatory Modeling for Environmental Planning	11
On the analysis-readiness of spatio-temporal Earth data and suggestions for its enhancement	11
A system dynamics model to support marine spatial planning in Algoa Bay, South Africa	11
Integrating statistical and agent-based modelling for activity-based ambient air pollution exposure assessment	11
StormReactor: An open-source Python package for the integrated modeling of urban water quality and water balance	11
Pyraingen: A python package for constrained continuous rainfall generation	11
A novel conceptual flood inundation model for large scale data-scarce regions	11
High-performance watershed delineation algorithm for GPU using CUDA and OpenMP	11
Towards a global Reservoir Assessment Tool for predicting hydrologic impacts and operating patterns of existing and planned reservoirs	11
Evaluating crop-soil-water dynamics in waterlogged areas using a coupled groundwater-agronomic model	11