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	149
A post-processing machine learning framework for bias-correcting National Water Model outputs by accounting for dominant streamflow drivers	136
A physics-based model of thermodynamically varying fuel moisture content for fire behavior prediction	131
Uncertainty estimation for environmental multimodel predictions: The BLUECAT approach and software	121
An automatic partition-based parallel algorithm for grid-based distributed hydrological models	100
Developing best practice guidelines for lake modelling to inform quantitative microbial risk assessment	84
Editorial Board	83
XR-based interactive visualization platform for real-time exploring dynamic earth science data	83
Spatio-temporal estimation of monthly groundwater levels from GPS-based land deformation	74
Models and the common good	73
Editorial Board	69
Automatic procedure for selecting flood events and identifying flood characteristics from daily streamflow data	68
Synthetic random environmental time series generation with similarity control, preserving original signal’s statistical characteristics	67
Conditional interval reduction method: A possible new direction for the optimization of process based models	66
The Dynamic Temperate and Boreal Fire and Forest-Ecosystem Simulator (DYNAFFOREST): Development and evaluation	66
Fine-tuning the BFOLDS Fire Regime Module to support the assessment of fire-related functions and services in a changing Mediterranean mountain landscape	65
An efficient data-driven method for isolating dry-weather flow from total combined sewer flow data	64
Enhancing rainfall frequency analysis through bivariate nonstationary modeling in South Korea	63
A Comprehensive Chemistry Evaluation and Diagnostics Package for E3SM – ChemDyg Version 1.1.0	61
The Danish Lagrangian Model (DALM): Development of a new local-scale high-resolution air pollution model	59
Particle filter for high frequency oxygen data assimilation in river systems	56
Crop modeling frameworks interoperability through bidirectional source code transformation	55
Challenges and opportunities when bringing machines onto the team: Human-AI teaming and flood evacuation decisions	55
HyPix: 1D physically based hydrological model with novel adaptive time-stepping management and smoothing dynamic criterion for controlling Newton–Raphson step	53
RODEO: An algorithm and Google Earth Engine application for river discharge retrieval from Landsat	52

Analysis and comparison of coupled and uncoupled simulations with the COAWST model during the Gloria Storm (January 2020) in the northwestern Mediterranean Sea	49
A coupled multiscale description of seasonal Physical–BioGeoChemical dynamics in Southern Ocean Marginal Ice Zone	49
Assessing the hillslope-channel contributions to the catchment sediment balance under climate change	48
New GIS tools for wind fetch analysis: A case study of changes in wave exposure in Isfjorden (Svalbard) due to reduced fast ice coverage	47
Prediction of maximum scour depth downstream of bed sills using integrated machine learning algorithms	46
Enhancing forest ecosystem simulation in the TASC model through the integration of the DAYCENT forest model	46
Why is arid zone hydrology a scientific desert - and how does the hydrological community move forward?	46
An integrated, mesh-independent geothermal modelling framework	46
FlowDyn: A daily streamflow prediction pipeline for dynamical deep neural network applications	45
Modeling in-stream biogeochemical processes at catchment scale: Coupling SWAT and RIVE models	44
PyCHAMP: A crop-hydrological-agent modeling platform for groundwater management	42
Evaluating the influence of topography data resolution on lake hydrodynamic model under a simulation uncertainty analysis framework	41
Replicating measured site-scale soil organic carbon dynamics in the U.S. Corn Belt using the SWAT-C model	41
Quantifying regional variability of machine-learning-based snow water equivalent estimates across the Western United States	41
Editorial Board	40
Editorial Board	39
A critical review of common pitfalls and guidelines to effectively infer parameters of agent-based models using Approximate Bayesian Computation	39
Dynamics of real-time forecasting failure and recovery due to data gaps: A study using EnKF-based assimilation with the Lorenz model	39
WITHDRAWN: Investigating hydrologic alteration in the Pearl and Pascagoula river basins using rule-based model trees	38
A free web-based approach for rainfall-induced landslide susceptibility modeling: Case study of Clearwater National Forest, Idaho, USA	38
Reproducible construction of a high-resolution national variable-density groundwater salinity model for the Netherlands	37
Dust storm detection for ground-based stations with imbalanced machine learning	37
A scalable distributed parallel simulation tool for the SWAT model	36
AIRS: A QGIS plugin for time series forecasting using deep learning models	36
basement v3: A modular freeware for river process modelling over multiple computational backends	35
A calibration protocol for soil-crop models	34
An enhanced 2D model with the HLLC method utilized for local multi-layer SWEs for partial obstructed flows	34
Spatial extrapolation of statistically downscaled weather data over the Northwest Himalayas at major glacier sites	33
Cascading effect modelling of integrating geographic factors in interdependent systems	33
An open-source platform for geospatial participatory modeling in the cloud	33
Effective air pollution prediction by combining time series decomposition with stacking and bagging ensembles of evolving spiking neural networks	33
VERE Py-framework: Dual environment for physically-informed machine learning in seismic landslide hazard mapping driven by InSAR	32
Parallel Princeton Ocean Model based on OpenACC	32
An adaptive rainfall-runoff model for daily runoff prediction under the changing environment: Stream-LSTM	32
Scientometric analysis of development and opportunities for research in digital agriculture innovation management	32
Deep learning prediction of rainfall-driven debris flows considering the similar critical thresholds within comparable background conditions	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
Pywr-DRB: An open-source Python model for water availability and drought risk assessment in the Delaware River Basin	32
Integration of a computable general equilibrium model with an energy system model: Application of the AIM global model	31
Bridging existing energy and chemical transport models to enhance air quality policy assessment	31
How to conduct more systematic reviews of agent-based models and foster theory development - Taking stock and looking ahead	31
A novel strategy to assimilate category variables in land-use models based on Dirichlet distribution	31
A prototype field-to-publication data system for a multi-variable permafrost observation network	31
Modelling invasive alien plant distribution: A literature review of concepts and bibliometric analysis	30
A practice-oriented framework for stationary and nonstationary flood frequency analysis	30
The easyclimate R package: Easy access to high-resolution daily climate data for Europe	30
Joint estimation of biogeochemical model parameters from multiple experiments: A bayesian approach applied to mercury methylation	29
Book review	29
Arc Hydro Hillslope and Critical Duration: New tools for hillslope-scale runoff analysis	29
Implementing generative adversarial network (GAN) as a data-driven multi-site stochastic weather generator for flood frequency estimation	29

Development of non-data driven reservoir routing in the routing application for parallel computatIon of discharge (RAPID) model	29
Machine learning assisted predictive urban digital twin for intelligent monitoring of air quality index for smart city environment	28
PyLUSAT: An open-source Python toolkit for GIS-based land use suitability analysis	28
ResORR: A globally scalable and satellite data-driven algorithm for river flow regulation due to reservoir operations	28
Is less more? Experimenting with visual stacking of coincident maps for spatial global sensitivity analysis in urban land-use change modeling	28
Evaluating the choice of radial basis functions in multiobjective optimal control applications	28
Interoperability and computational framework for simulating open channel hydraulics: Application to sensitivity analysis and calibration of Gironde Estuary model	28
How to assess conditions for the acceptance of climate change adaptation measures by applying implementation probability Bayesian Networks in participatory processes	27
Inverse aqueous transport modeling for emergency response	27
Empirical tool development for prairie pothole management using AnnAGNPS and random forest	27
Modelling wave group-scale hydrodynamics on orthogonal unstructured meshes	27
A spatiotemporal autoregressive neural network interpolation method for discrete environmental factors	26
pyMANGA: A modular, open and extendable software platform for modeling of forest and vegetation dynamics	26
PRISM: A decision support system for forest planning	26
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	26
Comparing containerization-based approaches for reproducible computational modeling of environmental systems	26
An R package for identification of outliers in environmental time series data	26
Operationalizing the use of TLS in forest inventories: The R package FORTLS	26
PASS4SWAT: Orchestration of containerized SWAT for facilitating computational reproducibility of model calibration and uncertainty analysis	26
Visualization and modeling of forest fire propagation in Patagonia	26
Prediction of wildfire rate of spread in grasslands using machine learning methods	25
An assessment of spatial random forests for environmental mapping: the case of groundwater nitrate concentration	25
Leveraging OGC API for cloud-based flood modeling campaigns	25
Watershed Workflow: A toolset for parameterizing data-intensive, integrated hydrologic models	24
Large uncertainty in global estimates of manure phosphorus runoff	24
Editorial Board	24
Agent-Based Modelling of food systems: A scoping review on incorporation of behavioural insights	24
The chaos in calibrating crop models: Lessons learned from a multi-model calibration exercise	24
pystorms: A simulation sandbox for the development and evaluation of stormwater control algorithms	24
A multi-objective adaptive surrogate modelling-based optimization algorithm for constrained hybrid problems	24
Projected changes in rain-on-snow events and their impacts on summer low streamflow in the Great lakes basin	24
Editorial Board	24
Amadeus: Accessing and analyzing large scale environmental data in R	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
QGIS Shoreline Change Analysis Tool (QSCAT): A fast, open-source shoreline change analysis plugin for QGIS	23
Spatially targeted afforestation to minimize sediment loss from a catchment: An efficient hill climbing method considering spatial interaction	23
Modeling unsteady and steady 1D hydrodynamics under different hydraulic conceptualizations: Model/Software development and case studies	22
FPQ-iTransformer: A novel iTransformer-based model for accurate seawater salinity prediction	22
Implementation of a GPU-enhanced multiclass soil erosion model based on the 2D shallow water equations in the software Iber	22
Predicting beach profiles with machine learning from offshore wave reflection spectra	22
Comparing the applicability of hydro-economic modelling approaches for large-scale decision-making in multi-sectoral and multi-regional river basins	22
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	22
A user-friendly software for modelling extreme values: EXTRASTAR (EXTRemes Abacus for STAtistical Regionalization)	22
Introducing 3-PG2Py, an open-source forest growth model in Python	22
Bayesian network modelling of phosphorus pollution in agricultural catchments with high-resolution data	22
Computing efficiency of XBeach hydro- and wave dynamics on Graphics Processing Units (GPUs)	22
Enhancing flood forecasts: A comprehensive neural network approach for groundwater flooding in lowland karst areas	22
An end-to-end pipeline based on a Two-Dimensional Convolutional Neural Network for monitoring desertification in Africa using remote sensing images	21
Advanced risk assessment framework for land subsidence impacts on transmission towers in salt lake region	21
Theory for and from agent-based modelling: Insights from a virtual special issue and a vision	21
Predicting the responses of boreal forests to climate-fire-vegetation interactions in Northeast China	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
Editorial Board	20
V-FloodNet: A video segmentation system for urban flood detection and quantification	20
Dilemmas in developing models for long-term drought risk management: The case of the National Water Model of the Netherlands	20
A transformer-based neural network for ignition location prediction from the final wildfire perimeter	20
Leveraging data-driven and procedural methods for generating high-fidelity visualizations of real forests	20
MultiRS flood mapper: a google earth engine application for water extent mapping with multimodal remote sensing and quantile-based postprocessing	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
Extending SC-PDSI-PM with neural network regression using GLDAS data and Permutation Feature Importance	20
Server-enabled mixed reality for flood risk communication: On-site visualization with digital twins and multi-client support	20
Strategic model reduction by analysing model sloppiness: A case study in coral calcification	19
Integrated modeling of the generation, attenuation, and transport of point-source pollutants at the watershed-scale using SWAT+	19
A prototype adaptive mesh generator for enhancing computational efficiency and accuracy in physically-based modeling of flood-landslide hazards	19
Inductive predictions of hydrologic events using a Long Short-Term Memory network and the Soil and Water Assessment Tool	19
Uncertainty quantification of wind gust predictions in the northeast United States: An evidential neural network and explainable artificial intelligence approach	19
Impact of drought on de facto reuse and water quality in Lake Mead: Insights from hydrodynamic modeling versus machine learning	19
Climate change effects at basin-scale: Weathering rates and CO2 consumption assessment by using the reaction path modelling	19
FlorID – A nationwide identification service for plants from photos and habitat information	19
Comparison of two sets of Monte Carlo estimators of Sobol’ indices	19
Comparison of two modelling strategies for 2D large-scale flood simulations	19
River bathymetry and discharge estimation using video surface velocity data assimilation in the 2D differentiable numerical shallow water model dassflow	19
climdex-kit: An open software for climate index calculation, sharing and analysis towards tailored climate services	19
Increasing the water level accuracy in hydraulic river simulation by adapting mesh level elevation	18
A network design approach for citizen science-satellite monitoring of surface water volume changes in Bangladesh	18
SSIMS-Flow: Image velocimetry workbench for open-channel flow rate estimation	18
CLEAN - Collaborative low-cost environmental and air-quality network	18
Aligning the achievement of SDGs with long-term sustainability and resilience: An OOBN modelling approach	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
FastFuels: Advancing wildland fire modeling with high-resolution 3D fuel data and data assimilation	18
How can biosphere models simulate enough vegetation biomass in the mountains of the western United States? Implications of meteorological forcing	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
Academic influence index evaluation report of geographic simulation models (2022)	18
FeliX 2.0: An integrated model of climate, economy, environment, and society interactions	18
A cluster-based temporal attention approach for predicting cyclone-induced compound flood dynamics	18
Streamlining land surface model Initialization: Automated data retrieval for VELMA using HMS REST API and GDAL	18
Ecology-habitat-flow modular simulation model for the recommendation of river ecological flow combination	17
Improving groundwater storage change estimates using time-lapse gravimetry with Gravi4GW	17
An exceedance score for the assessment of the impact of nitrogen deposition on habitats in the UK	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
A novel hybrid model for hourly PM2.5 prediction considering air pollution factors, meteorological parameters and GNSS-ZTD	17
Climate matching with the climatchR R package	17
Stream power index for networks (SPIN) toolbox for decision support in urbanizing watersheds	17
Coherent integration of the terrestrial hydrosphere: Needs and pathways for knowledge convergence	17
Comparing the structural uncertainty and uncertainty management in four common Land Use Cover Change (LUCC) model software packages	17
Predicting massive floating macroalgal blooms in a regional sea	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
VecLI: A framework for calculating vector landscape indices considering landscape fragmentation	16
A technique for stream geometry estimation based on watershed morphometric characteristics	16
Testing APSIM in a complex saline coastal cropping environment	16
Heat wave tracker: A multi-method, multi-source heat wave measurement toolkit based on Google Earth Engine	16
Moving from single values to trade-off curves for assessing the performance of water resources systems under uncertainty	16
A framework based on statistical analysis and stakeholders’ preferences to inform weighting in composite indicators	16
NWTOPT – A hyperparameter optimization approach for selection of environmental model solver settings	16
SWAT-3PG: Improving forest growth simulation with a process-based forest model in SWAT	16
Quo vadis, agent-based modelling tools?	16
Comparison of machine learning methods emulating process driven crop models	16
FIMserv v.1.0: A tool for streamlining Flood Inundation Mapping (FIM) using the United States operational hydrological forecasting framework	16
Attention scores and peak perception in long-term ozone prediction using deep learning	16
Strong sensitivity of watershed-scale, ecohydrologic model predictions to soil moisture	16
Monitoring carbon dynamics and driving forces in arid and semi-arid river basin: A case study of China's West Liao river Basin	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	15
Development of a data-driven automatic unstructured mesh generation tool suitable for compound flooding studies	15
How to keep it adequate: A protocol for ensuring validity in agent-based simulation	15
TALKS: A systematic framework for resolving model-data discrepancies	15
stagg:: A data pre-processing R package for climate impacts analysis	15
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)	15
Editorial Board	15
Quantitative framework for soil burn severity from numerical wildfire models	15
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
A database application framework toward data-driven vertical connectivity analysis of rivers	15
Incorporating Light Gradient Boosting Machine to land use regression model for estimating NO2 and PM2.5 levels in Kansai region, Japan	15
Editorial Board	15
Generating three-dimensional soil organic carbon density dataset by soil depth function and correction methods in Yangtze River Delta, China	15
Editorial Board	15
PLUME Dashboard: A free and open-source mobile air quality monitoring dashboard	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
Coastal morphodynamic emulator for early warning short-term forecasts	14
Development of a component-based integrated modeling framework for urban flood simulation	14
Numerical analysis of the abiotic formation and distribution of the “iron curtain” in subterranean estuaries	14
Web application of an integrated simulation for aquatic environment assessment in coastal and estuarine areas	14
Coupled machine learning and data assimilation for efficient characterization of multi-contaminant groundwater sites	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
A framework for assessing the computational reproducibility of geo-simulation experiments	14
A review of economic calibrated mathematical programming models for agricultural water reallocation	14
Impact of model structure on radionuclide transport in urban stormwater	14
Enhancing hydrological modeling of ungauged watersheds through machine learning and physical similarity-based regionalization of calibration parameters	14
Enhancing algal bloom forecasting: A novel framework for machine learning performance evaluation during periods of special temporal patterns	14
Cloud-based system for monitoring event-based hydrological processes based on dense sensor network and NB-IoT connectivity	14
A modified response matrix method to approximate SWAT for computationally intense applications	13
Inclusive simulation game development to enhance Florida research and management: Cedar Key oyster fishery	13
A pattern recognition approach to identify biological clusters acquired by acoustic multi-beam in Kongsfjorden	13
Insights on modelling of karstic aquifers: A new methodology for the integration of fracture data in groundwater flow modelling	13
An open-source workflow for scaling burn severity metrics from drone to satellite to support post-fire watershed management	13
WITHDRAWN: Generating a reference flow network with improved connectivity to support durable data integration and reproducibility in the coterminous US	13
Beyond prediction: An integrated post-hoc approach to interpret complex model in hydrometeorology	13
Towerpy: An open-source toolbox for processing polarimetric weather radar data	13
PHyL v1.0: A parallel, flexible, and advanced software for hydrological and slope stability modeling at a regional scale	13
Towards a monitoring system of the sea state based on microseism and machine learning	13
Dissolved oxygen prediction in the Dianchi River basin with explainable artificial intelligence based on physical prior knowledge	13
Topical 3D modelling and simulation of air dispersion hazards as a new paradigm to support emergency preparedness and response	13
A review of machine learning methods for drought hazard monitoring and forecasting: Current research trends, challenges, and future research directions	13
Set-membership parameter estimation based on Voronoi vertices	13
A new conditional generative adversarial neural network approach for statistical downscaling of the ERA5 reanalysis over the Italian Peninsula	13
HydroRTC: A web-based data transfer and communication library for collaborative data processing and sharing in the hydrological domain	13
porousRTFoam v1.0: An open-source numerical platform for simulating pore-scale reactive transport processes in porous media	12
An integrative modelling framework for predicting the compound flood hazards induced by tropical cyclones in an estuarine area	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
A new modelling framework to assess biogenic GHG emissions from reservoirs: The G-res tool	12
Reservoir Assessment Tool 2.0: Stakeholder driven improvements to satellite remote sensing based reservoir monitoring	12
Integrating statistical and agent-based modelling for activity-based ambient air pollution exposure assessment	12
A simple method for the enhancement of river bathymetry in LiDAR DEM	12
Integrating remote sensing data with watershed-scale ecohydrological modeling in diverse forest and agricultural landscapes of the Upper Mississippi River Basin	12
A real-time and modular weather station software architecture based on microservices	12
Pipedream: An interactive digital twin model for natural and urban drainage systems	12
The Weather model (Indus Village): Procedural generation of daily weather for the simulation of small-scale socioecological systems	12
Agent decision-making: The Elephant in the Room - Enabling the justification of decision model fit in social-ecological models	12
Loop then task: Hybridizing OpenMP parallelism to improve load balancing and memory efficiency in continental-scale longest flow path computation	12