Environmental Modelling & Software

Article	Citations
Inversion and forward estimation with process-based models: An investigation into cost functions, uncertainty-based weights and model-data fusion	146
A post-processing machine learning framework for bias-correcting National Water Model outputs by accounting for dominant streamflow drivers	133
A physics-based model of thermodynamically varying fuel moisture content for fire behavior prediction	119
Uncertainty estimation for environmental multimodel predictions: The BLUECAT approach and software	115
An automatic partition-based parallel algorithm for grid-based distributed hydrological models	99
Developing best practice guidelines for lake modelling to inform quantitative microbial risk assessment	82
XR-based interactive visualization platform for real-time exploring dynamic earth science data	81
Editorial Board	81
Spatio-temporal estimation of monthly groundwater levels from GPS-based land deformation	73
Models and the common good	73
Prediction of maximum scour depth downstream of bed sills using integrated machine learning algorithms	67
Editorial Board	67
New GIS tools for wind fetch analysis: A case study of changes in wave exposure in Isfjorden (Svalbard) due to reduced fast ice coverage	66
Enhancing forest ecosystem simulation in the TASC model through the integration of the DAYCENT forest model	65
Why is arid zone hydrology a scientific desert - and how does the hydrological community move forward?	64
Automatic procedure for selecting flood events and identifying flood characteristics from daily streamflow data	63
Synthetic random environmental time series generation with similarity control, preserving original signal’s statistical characteristics	62
An integrated, mesh-independent geothermal modelling framework	61
Evaluating the influence of topography data resolution on lake hydrodynamic model under a simulation uncertainty analysis framework	58
Replicating measured site-scale soil organic carbon dynamics in the U.S. Corn Belt using the SWAT-C model	56
The Dynamic Temperate and Boreal Fire and Forest-Ecosystem Simulator (DYNAFFOREST): Development and evaluation	54
Quantifying regional variability of machine-learning-based snow water equivalent estimates across the Western United States	53
Conditional interval reduction method: A possible new direction for the optimization of process based models	53
Fine-tuning the BFOLDS Fire Regime Module to support the assessment of fire-related functions and services in a changing Mediterranean mountain landscape	52
An efficient data-driven method for isolating dry-weather flow from total combined sewer flow data	51

Enhancing rainfall frequency analysis through bivariate nonstationary modeling in South Korea	49
A Comprehensive Chemistry Evaluation and Diagnostics Package for E3SM – ChemDyg Version 1.1.0	48
The Danish Lagrangian Model (DALM): Development of a new local-scale high-resolution air pollution model	47
Particle filter for high frequency oxygen data assimilation in river systems	46
Crop modeling frameworks interoperability through bidirectional source code transformation	45
HyPix: 1D physically based hydrological model with novel adaptive time-stepping management and smoothing dynamic criterion for controlling Newton–Raphson step	44
Challenges and opportunities when bringing machines onto the team: Human-AI teaming and flood evacuation decisions	44
RODEO: An algorithm and Google Earth Engine application for river discharge retrieval from Landsat	44
FlowDyn: A daily streamflow prediction pipeline for dynamical deep neural network applications	44
Analysis and comparison of coupled and uncoupled simulations with the COAWST model during the Gloria Storm (January 2020) in the northwestern Mediterranean Sea	42
A coupled multiscale description of seasonal Physical–BioGeoChemical dynamics in Southern Ocean Marginal Ice Zone	41
PyCHAMP: A crop-hydrological-agent modeling platform for groundwater management	41
Modeling in-stream biogeochemical processes at catchment scale: Coupling SWAT and RIVE models	40
Assessing the hillslope-channel contributions to the catchment sediment balance under climate change	39
Editorial Board	39
Editorial Board	39
Dynamics of real-time forecasting failure and recovery due to data gaps: A study using EnKF-based assimilation with the Lorenz model	38
A critical review of common pitfalls and guidelines to effectively infer parameters of agent-based models using Approximate Bayesian Computation	38
Spatial extrapolation of statistically downscaled weather data over the Northwest Himalayas at major glacier sites	36
Dust storm detection for ground-based stations with imbalanced machine learning	36
Cascading effect modelling of integrating geographic factors in interdependent systems	36
WITHDRAWN: Investigating hydrologic alteration in the Pearl and Pascagoula river basins using rule-based model trees	36
A free web-based approach for rainfall-induced landslide susceptibility modeling: Case study of Clearwater National Forest, Idaho, USA	36
Guidance framework and software for understanding and achieving system robustness	35
Gridemis V2.0: A highly integrated algorithm scheme for high-resolution and multi-component allocation of emission inventories used in air quality models	34
VERE Py-framework: Dual environment for physically-informed machine learning in seismic landslide hazard mapping driven by InSAR	33
Pywr-DRB: An open-source Python model for water availability and drought risk assessment in the Delaware River Basin	33
Scientometric analysis of development and opportunities for research in digital agriculture innovation management	33
An adaptive rainfall-runoff model for daily runoff prediction under the changing environment: Stream-LSTM	32
Reproducible construction of a high-resolution national variable-density groundwater salinity model for the Netherlands	32
Parallel Princeton Ocean Model based on OpenACC	32
An open-source platform for geospatial participatory modeling in the cloud	32
A practice-oriented framework for stationary and nonstationary flood frequency analysis	31
Effective air pollution prediction by combining time series decomposition with stacking and bagging ensembles of evolving spiking neural networks	31
Deep learning prediction of rainfall-driven debris flows considering the similar critical thresholds within comparable background conditions	31
A scalable distributed parallel simulation tool for the SWAT model	31
A novel strategy to assimilate category variables in land-use models based on Dirichlet distribution	31
Bridging existing energy and chemical transport models to enhance air quality policy assessment	31
basement v3: A modular freeware for river process modelling over multiple computational backends	31
Integration of a computable general equilibrium model with an energy system model: Application of the AIM global model	31
A prototype field-to-publication data system for a multi-variable permafrost observation network	30
A calibration protocol for soil-crop models	30
AIRS: A QGIS plugin for time series forecasting using deep learning models	30
How to conduct more systematic reviews of agent-based models and foster theory development - Taking stock and looking ahead	30
Implementing generative adversarial network (GAN) as a data-driven multi-site stochastic weather generator for flood frequency estimation	29
Visualization and modeling of forest fire propagation in Patagonia	29
The easyclimate R package: Easy access to high-resolution daily climate data for Europe	29
Modelling invasive alien plant distribution: A literature review of concepts and bibliometric analysis	29
Development of non-data driven reservoir routing in the routing application for parallel computatIon of discharge (RAPID) model	28
Arc Hydro Hillslope and Critical Duration: New tools for hillslope-scale runoff analysis	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
Joint estimation of biogeochemical model parameters from multiple experiments: A bayesian approach applied to mercury methylation	28
Machine learning assisted predictive urban digital twin for intelligent monitoring of air quality index for smart city environment	27
Watershed Workflow: A toolset for parameterizing data-intensive, integrated hydrologic models	27
ResORR: A globally scalable and satellite data-driven algorithm for river flow regulation due to reservoir operations	27
Evaluating the choice of radial basis functions in multiobjective optimal control applications	27
Modelling wave group-scale hydrodynamics on orthogonal unstructured meshes	26
pystorms: A simulation sandbox for the development and evaluation of stormwater control algorithms	26
How to assess conditions for the acceptance of climate change adaptation measures by applying implementation probability Bayesian Networks in participatory processes	26
Inverse aqueous transport modeling for emergency response	26
Empirical tool development for prairie pothole management using AnnAGNPS and random forest	26
An R package for identification of outliers in environmental time series data	26
A spatiotemporal autoregressive neural network interpolation method for discrete environmental factors	25
Leveraging OGC API for cloud-based flood modeling campaigns	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	25
PASS4SWAT: Orchestration of containerized SWAT for facilitating computational reproducibility of model calibration and uncertainty analysis	25
An Assessment of Spatial Random Forests for Environmental Mapping: the Case of Groundwater Nitrate Concentration	25
A multi-objective adaptive surrogate modelling-based optimization algorithm for constrained hybrid problems	25
Interoperability and computational framework for simulating open channel hydraulics: Application to sensitivity analysis and calibration of Gironde Estuary model	25
PyLUSAT: An open-source Python toolkit for GIS-based land use suitability analysis	24
Is less more? Experimenting with visual stacking of coincident maps for spatial global sensitivity analysis in urban land-use change modeling	24
Prediction of wildfire rate of spread in grasslands using machine learning methods	24
Operationalizing the use of TLS in forest inventories: The R package FORTLS	24
Comparing containerization-based approaches for reproducible computational modeling of environmental systems	24
The chaos in calibrating crop models: Lessons learned from a multi-model calibration exercise	24
PRISM: A decision support system for forest planning	24
Editorial Board	23
Bayesian network modelling of phosphorus pollution in agricultural catchments with high-resolution data	23
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	23
QGIS Shoreline Change Analysis Tool (QSCAT): A fast, open-source shoreline change analysis plugin for QGIS	23
Editorial Board	23
Spatially targeted afforestation to minimize sediment loss from a catchment: An efficient hill climbing method considering spatial interaction	23
Capturing episodic impacts of environmental signals	23
Bridging technology transfer boundaries: Integrated cloud services deliver results of nonlinear process models as surrogate model ensembles	23
Amadeus: Accessing and analyzing large scale environmental data in R	22
Introducing 3-PG2Py, an open-source forest growth model in Python	22
Implementation of a GPU-enhanced multiclass soil erosion model based on the 2D shallow water equations in the software Iber	22
A transformer-based neural network for ignition location prediction from the final wildfire perimeter	22
Predicting beach profiles with machine learning from offshore wave reflection spectra	22
Computing efficiency of XBeach hydro- and wave dynamics on Graphics Processing Units (GPUs)	22
DART-PFLOTRAN: An ensemble-based data assimilation system for estimating subsurface flow and transport model parameters	22
Modeling unsteady and steady 1D hydrodynamics under different hydraulic conceptualizations: Model/Software development and case studies	21
Predicting the responses of boreal forests to climate-fire-vegetation interactions in Northeast China	21
Enhancing flood forecasts: A comprehensive neural network approach for groundwater flooding in lowland karst areas	21
Theory for and from agent-based modelling: Insights from a virtual special issue and a vision	21
A user-friendly software for modelling extreme values: EXTRASTAR (EXTRemes Abacus for STAtistical Regionalization)	21
FPQ-iTransformer: A novel iTransformer-based model for accurate seawater salinity prediction	21
Comparing the applicability of hydro-economic modelling approaches for large-scale decision-making in multi-sectoral and multi-regional river basins	20
Improving groundwater storage change estimates using time-lapse gravimetry with Gravi4GW	20
Advanced risk assessment framework for land subsidence impacts on transmission towers in salt lake region	20
Editorial Board	20
Real-time rainfall estimation using deep learning: Influence of background and rainfall intensity	20
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	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
An overview of visualization and visual analytics applications in water resources management	20
Deep learning framework with Bayesian data imputation for modelling and forecasting groundwater levels	19
Dilemmas in developing models for long-term drought risk management: The case of the National Water Model of the Netherlands	19
Climate matching with the climatchR R package	19
Server-enabled mixed reality for flood risk communication: On-site visualization with digital twins and multi-client support	19
MultiRS flood mapper: a google earth engine application for water extent mapping with multimodal remote sensing and quantile-based postprocessing	19
Comparison of two modelling strategies for 2D large-scale flood simulations	19
Strategic model reduction by analysing model sloppiness: A case study in coral calcification	19
climdex-kit: An open software for climate index calculation, sharing and analysis towards tailored climate services	19
Comparison of two sets of Monte Carlo estimators of Sobol’ indices	19
Extending SC-PDSI-PM with neural network regression using GLDAS data and Permutation Feature Importance	19
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	19
A prototype adaptive mesh generator for enhancing computational efficiency and accuracy in physically-based modeling of flood-landslide hazards	19
A network design approach for citizen science-satellite monitoring of surface water volume changes in Bangladesh	18
Climate change effects at basin-scale: Weathering rates and CO2 consumption assessment by using the reaction path modelling	18
Academic influence index evaluation report of geographic simulation models (2022)	18
SSIMS-Flow: Image velocimetry workbench for open-channel flow rate estimation	18
Ecology-habitat-flow modular simulation model for the recommendation of river ecological flow combination	18
Optimizing spatial distribution of watershed-scale hydrologic models using Gaussian Mixture Models	18
Inductive predictions of hydrologic events using a Long Short-Term Memory network and the Soil and Water Assessment Tool	18
FeliX 2.0: An integrated model of climate, economy, environment, and society interactions	18
Streamlining land surface model Initialization: Automated data retrieval for VELMA using HMS REST API and GDAL	18
FastFuels: Advancing wildland fire modeling with high-resolution 3D fuel data and data assimilation	18

Identification of metrics suitable for determining the features of real-world optimisation problems	18
Comparison of predictive modeling approaches to estimate soil erosion under spatially heterogeneous field conditions	18
Increasing the water level accuracy in hydraulic river simulation by adapting mesh level elevation	18
A cluster-based temporal attention approach for predicting cyclone-induced compound flood dynamics	18
Testing APSIM in a complex saline coastal cropping environment	17
How can biosphere models simulate enough vegetation biomass in the mountains of the western United States? Implications of meteorological forcing	17
Comparing the structural uncertainty and uncertainty management in four common Land Use Cover Change (LUCC) model software packages	17
An exceedance score for the assessment of the impact of nitrogen deposition on habitats in the UK	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
Aligning the achievement of SDGs with long-term sustainability and resilience: An OOBN modelling approach	17
CLEAN - Collaborative low-cost environmental and air-quality network	17
A novel hybrid model for hourly PM2.5 prediction considering air pollution factors, meteorological parameters and GNSS-ZTD	17
Attention scores and peak perception in long-term ozone prediction using deep learning	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
FlorID – A nationwide identification service for plants from photos and habitat information	17
Predicting massive floating macroalgal blooms in a regional sea	17
Quo vadis, agent-based modelling tools?	16
SWAT-3PG: Improving forest growth simulation with a process-based forest model in SWAT	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
An operational IoT-based slope stability forecast using a digital twin	16
FIMserv v.1.0: A tool for streamlining Flood Inundation Mapping (FIM) using the United States operational hydrological forecasting framework	16
Incorporating Light Gradient Boosting Machine to land use regression model for estimating NO2 and PM2.5 levels in Kansai region, Japan	16
Comparison of machine learning methods emulating process driven crop models	16
Strong sensitivity of watershed-scale, ecohydrologic model predictions to soil moisture	16
A technique for stream geometry estimation based on watershed morphometric characteristics	16
How to keep it adequate: A protocol for ensuring validity in agent-based simulation	16
Heat wave tracker: A multi-method, multi-source heat wave measurement toolkit based on Google Earth Engine	16
A framework based on statistical analysis and stakeholders’ preferences to inform weighting in composite indicators	16
VecLI: A framework for calculating vector landscape indices considering landscape fragmentation	16
Development of an inclusive, scalable, and flexible hydrologic modeling system: Establishing integrated flood simulation system at agricultural watersheds	15
A coordination attention residual U-Net model for enhanced short and mid-term sea surface temperature prediction	15
Editorial Board	15
Topical 3D modelling and simulation of air dispersion hazards as a new paradigm to support emergency preparedness and response	15
Web application of an integrated simulation for aquatic environment assessment in coastal and estuarine areas	15
Stream power index for networks (SPIN) toolbox for decision support in urbanizing watersheds	15
Editorial Board	15
Coastal morphodynamic emulator for early warning short-term forecasts	15
stagg:: A data pre-processing R package for climate impacts analysis	15
Sequential surface and subsurface flow modeling in a tropical aquifer under different rainfall scenarios	15
Impact of model structure on radionuclide transport in urban stormwater	15
Editorial Board	15
TALKS: A systematic framework for resolving model-data discrepancies	15
PLUME Dashboard: A free and open-source mobile air quality monitoring dashboard	15
A database application framework toward data-driven vertical connectivity analysis of rivers	15
Enhancing algal bloom forecasting: A novel framework for machine learning performance evaluation during periods of special temporal patterns	15
Cloud-based system for monitoring event-based hydrological processes based on dense sensor network and NB-IoT connectivity	14
Generating three-dimensional soil organic carbon density dataset by soil depth function and correction methods in Yangtze River Delta, China	14
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
Editorial Board	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
Development of a data-driven automatic unstructured mesh generation tool suitable for compound flooding studies	14
A modified response matrix method to approximate SWAT for computationally intense applications	14
Beyond prediction: An integrated post-hoc approach to interpret complex model in hydrometeorology	14
Inclusive simulation game development to enhance Florida research and management: Cedar Key oyster fishery	14
A framework for assessing the computational reproducibility of geo-simulation experiments	14
Enhancing hydrological modeling of ungauged watersheds through machine learning and physical similarity-based regionalization of calibration parameters	14
Quantitative framework for soil burn severity from numerical wildfire models	14
Numerical analysis of the abiotic formation and distribution of the “iron curtain” in subterranean estuaries	14
A review of machine learning methods for drought hazard monitoring and forecasting: Current research trends, challenges, and future research directions	14
Towerpy: An open-source toolbox for processing polarimetric weather radar data	14
PHyL v1.0: A parallel, flexible, and advanced software for hydrological and slope stability modeling at a regional scale	13
Set-membership parameter estimation based on Voronoi vertices	13
Shallow-water lee-side waves at obstacles: Experimental characterization and turbulent non-hydrostatic modeling using weighted-averaged residual equations	13
Integrating statistical and agent-based modelling for activity-based ambient air pollution exposure assessment	13
Reservoir Assessment Tool 2.0: Stakeholder driven improvements to satellite remote sensing based reservoir monitoring	13
The Fogees system for forecasting particulate matter concentrations in urban areas	13
WITHDRAWN: Generating a reference flow network with improved connectivity to support durable data integration and reproducibility in the coterminous US	13
A pattern recognition approach to identify biological clusters acquired by acoustic multi-beam in Kongsfjorden	13
Towards a monitoring system of the sea state based on microseism and machine learning	13
A real-time and modular weather station software architecture based on microservices	13
A new conditional generative adversarial neural network approach for statistical downscaling of the ERA5 reanalysis over the Italian Peninsula	13
porousRTFoam v1.0: An open-source numerical platform for simulating pore-scale reactive transport processes in porous media	13
Insights on modelling of karstic aquifers: A new methodology for the integration of fracture data in groundwater flow modelling	13
Interoperability engine design for model sharing and reuse among OpenMI, BMI and OpenGMS-IS model standards	13
HydroRTC: A web-based data transfer and communication library for collaborative data processing and sharing in the hydrological domain	13
Integrating remote sensing data with watershed-scale ecohydrological modeling in diverse forest and agricultural landscapes of the Upper Mississippi River Basin	12
Agent decision-making: The Elephant in the Room - Enabling the justification of decision model fit in social-ecological models	12
Dissolved oxygen prediction in the Dianchi River basin with explainable artificial intelligence based on physical prior knowledge	12
Hydrologic information systems: An introductory overview	12
An introduction to data-driven modelling of the water-energy-food-ecosystem nexus	12
Augmenting the National agroecosystem model with physically based spatially distributed groundwater modeling	12
Community-enabled life-cycle assessment Stormwater Infrastructure Costs (CLASIC) tool	12
Modeling lake recovery lag times following influent phosphorus loading reduction	12
Using Bayesian optimization to automate the calibration of complex hydrological models: Framework and application	12
An open-source workflow for scaling burn severity metrics from drone to satellite to support post-fire watershed management	12
A new modelling framework to assess biogenic GHG emissions from reservoirs: The G-res tool	12
An integrative modelling framework for predicting the compound flood hazards induced by tropical cyclones in an estuarine area	12
Wikis as collaborative knowledge management tools in socio-environmental modelling studies	12
Validating the effect of fuel moisture content by a multivalued operator in a simplified physical fire spread model	12
Extending our understanding on the retrievals of surface energy fluxes and surface soil moisture from the “triangle” technique	12
Loop then task: Hybridizing OpenMP parallelism to improve load balancing and memory efficiency in continental-scale longest flow path computation	12
Quantile regression as a generic approach for estimating uncertainty of digital soil maps produced from machine-learning	12
PyLandslide: A Python tool for landslide susceptibility mapping and uncertainty analysis	12