Environmental Modelling & Software

Article	Citations
Enhancing forest ecosystem simulation in the TASC model through the integration of the DAYCENT forest model	197
Prediction of maximum scour depth downstream of bed sills using integrated machine learning algorithms	168
Developing best practice guidelines for lake modelling to inform quantitative microbial risk assessment	163
Editorial Board	112
Evaluating the influence of topography data resolution on lake hydrodynamic model under a simulation uncertainty analysis framework	104
Assessing the hillslope-channel contributions to the catchment sediment balance under climate change	86
An integrated, mesh-independent geothermal modelling framework	84
New GIS tools for wind fetch analysis: A case study of changes in wave exposure in Isfjorden (Svalbard) due to reduced fast ice coverage	80
The Danish Lagrangian Model (DALM): Development of a new local-scale high-resolution air pollution model	80
A post-processing machine learning framework for bias-correcting National Water Model outputs by accounting for dominant streamflow drivers	75
A physics-based model of thermodynamically varying fuel moisture content for fire behavior prediction	69
Fine-tuning the BFOLDS Fire Regime Module to support the assessment of fire-related functions and services in a changing Mediterranean mountain landscape	68
Particle filter for high frequency oxygen data assimilation in river systems	66
Quantifying regional variability of machine-learning-based snow water equivalent estimates across the Western United States	63
A Comprehensive Chemistry Evaluation and Diagnostics Package for E3SM – ChemDyg Version 1.1.0	59
Editorial Board	54
An efficient data-driven method for isolating dry-weather flow from total combined sewer flow data	54
Synthetic random environmental time series generation with similarity control, preserving original signal’s statistical characteristics	52
Models and the common good	49
Challenges and opportunities when bringing machines onto the team: Human-AI teaming and flood evacuation decisions	49
PyCHAMP: A crop-hydrological-agent modeling platform for groundwater management	47
XR-based interactive visualization platform for real-time exploring dynamic earth science data	47
Replicating measured site-scale soil organic carbon dynamics in the U.S. Corn Belt using the SWAT-C model	45
Crop modeling frameworks interoperability through bidirectional source code transformation	44
Analysis and comparison of coupled and uncoupled simulations with the COAWST model during the Gloria Storm (January 2020) in the northwestern Mediterranean Sea	43

The Dynamic Temperate and Boreal Fire and Forest-Ecosystem Simulator (DYNAFFOREST): Development and evaluation	42
Integrated river basin assessment framework combining probabilistic streamflow reconstruction, Bayesian bias correction, and drought storyline analysis	41
RODEO: An algorithm and Google Earth Engine application for river discharge retrieval from Landsat	41
HyPix: 1D physically based hydrological model with novel adaptive time-stepping management and smoothing dynamic criterion for controlling Newton–Raphson step	40
Conditional interval reduction method: A possible new direction for the optimization of process based models	40
A coupled multiscale description of seasonal Physical–BioGeoChemical dynamics in Southern Ocean Marginal Ice Zone	40
Enhancing rainfall frequency analysis through bivariate nonstationary modeling in South Korea	38
Modeling in-stream biogeochemical processes at catchment scale: Coupling SWAT and RIVE models	37
Why is arid zone hydrology a scientific desert - and how does the hydrological community move forward?	37
FlowDyn: A daily streamflow prediction pipeline for dynamical deep neural network applications	37
Inversion and forward estimation with process-based models: An investigation into cost functions, uncertainty-based weights and model-data fusion	36
How to conduct more systematic reviews of agent-based models and foster theory development - Taking stock and looking ahead	35
Reproducible construction of a high-resolution national variable-density groundwater salinity model for the Netherlands	35
Uncertainty estimation for environmental multimodel predictions: The BLUECAT approach and software	35
Effective air pollution prediction by combining time series decomposition with stacking and bagging ensembles of evolving spiking neural networks	34
An enhanced 2D model with the HLLC method utilized for local multi-layer SWEs for partial obstructed flows	34
Deep learning prediction of rainfall-driven debris flows considering the similar critical thresholds within comparable background conditions	33
A novel strategy to assimilate category variables in land-use models based on Dirichlet distribution	33
The easyclimate R package: Easy access to high-resolution daily climate data for Europe	32
A practice-oriented framework for stationary and nonstationary flood frequency analysis	32
Dust storm detection for ground-based stations with imbalanced machine learning	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
A critical review of common pitfalls and guidelines to effectively infer parameters of agent-based models using Approximate Bayesian Computation	31
Spatial extrapolation of statistically downscaled weather data over the Northwest Himalayas at major glacier sites	31
Dynamics of real-time forecasting failure and recovery due to data gaps: A study using EnKF-based assimilation with the Lorenz model	31
Parallel Princeton Ocean Model based on OpenACC	30
AIRS: A QGIS plugin for time series forecasting using deep learning models	30
Editorial Board	29
VERE Py-framework: Dual environment for physically-informed machine learning in seismic landslide hazard mapping driven by InSAR	29
Scientometric analysis of development and opportunities for research in digital agriculture innovation management	29
Editorial Board	29
Bridging existing energy and chemical transport models to enhance air quality policy assessment	28
Backward erosion piping in numerical models: A literature review	28
A free web-based approach for rainfall-induced landslide susceptibility modeling: Case study of Clearwater National Forest, Idaho, USA	28
WITHDRAWN: Investigating hydrologic alteration in the Pearl and Pascagoula river basins using rule-based model trees	28
Integration of a computable general equilibrium model with an energy system model: Application of the AIM global model	28
An adaptive rainfall-runoff model for daily runoff prediction under the changing environment: Stream-LSTM	27
Cascading effect modelling of integrating geographic factors in interdependent systems	27
An uncertainty-informed water quality index: Incorporation of data uncertainty into water quality assessment	27
Implementing generative adversarial network (GAN) as a data-driven multi-site stochastic weather generator for flood frequency estimation	27
Pywr-DRB: An open-source Python model for water availability and drought risk assessment in the Delaware River Basin	27
A calibration protocol for soil-crop models	26
A lightweight dataflow-based software framework for building forest simulators	26
A prototype field-to-publication data system for a multi-variable permafrost observation network	26
A nudging-based data assimilation method coupled with bidirectional gated neural networks for error correction	26
An open-source platform for geospatial participatory modeling in the cloud	26
Agent-Based Modelling of food systems: A scoping review on incorporation of behavioural insights	26
Visualization and modeling of forest fire propagation in Patagonia	25
Transitional fresh-saltwater assessment in the integrated surface-groundwater hydrology of the regulated La Paz tidal watershed in Mexico	25
Interoperability and computational framework for simulating open channel hydraulics: Application to sensitivity analysis and calibration of Gironde Estuary model	25

Large uncertainty in global estimates of manure phosphorus runoff	25
Generative artificial intelligence and marine ecological monitoring	25
Evaluating the choice of radial basis functions in multiobjective optimal control applications	25
Modelling wave group-scale hydrodynamics on orthogonal unstructured meshes	25
Prediction of wildfire rate of spread in grasslands using machine learning methods	24
pystorms: A simulation sandbox for the development and evaluation of stormwater control algorithms	24
Pitfalls of XAI interpretation in environmental modeling: A warning on model bias in air quality data analysis	24
Leveraging OGC API for cloud-based flood modeling campaigns	24
Joint estimation of biogeochemical model parameters from multiple experiments: A bayesian approach applied to mercury methylation	24
Augmented iterative tropospheric decomposition strategy for GNSS-based zenith tropospheric delay map generation	24
Development of non-data driven reservoir routing in the routing application for parallel computatIon of discharge (RAPID) model	24
PASS4SWAT: Orchestration of containerized SWAT for facilitating computational reproducibility of model calibration and uncertainty analysis	23
Inverse aqueous transport modeling for emergency response	23
Projected changes in rain-on-snow events and their impacts on summer low streamflow in the Great lakes basin	23
Comparing containerization-based approaches for reproducible computational modeling of environmental systems	23
Book review	23
Empirical tool development for prairie pothole management using AnnAGNPS and random forest	23
An assessment of spatial random forests for environmental mapping: the case of groundwater nitrate concentration	23
Operationalizing the use of TLS in forest inventories: The R package FORTLS	23
PRISM: A decision support system for forest planning	23
Arc Hydro Hillslope and Critical Duration: New tools for hillslope-scale runoff analysis	23
Machine learning assisted predictive urban digital twin for intelligent monitoring of air quality index for smart city environment	22
ResORR: A globally scalable and satellite data-driven algorithm for river flow regulation due to reservoir operations	22
An R package for identification of outliers in environmental time series data	22
Toward real-time high-resolution fluvial flood forecasting: A robust surrogate approach based on overland flow models	22
PyLUSAT: An open-source Python toolkit for GIS-based land use suitability analysis	21
A multi-objective adaptive surrogate modelling-based optimization algorithm for constrained hybrid problems	21
Spatially targeted afforestation to minimize sediment loss from a catchment: An efficient hill climbing method considering spatial interaction	21
A spatiotemporal autoregressive neural network interpolation method for discrete environmental factors	21
How to assess conditions for the acceptance of climate change adaptation measures by applying implementation probability Bayesian Networks in participatory processes	21
A 3D discrepancy modeling framework for urban pollution prediction in accelerated time	21
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	21
Watershed Workflow: A toolset for parameterizing data-intensive, integrated hydrologic models	21
pyMANGA: A modular, open and extendable software platform for modeling of forest and vegetation dynamics	21
Comparing the applicability of hydro-economic modelling approaches for large-scale decision-making in multi-sectoral and multi-regional river basins	20
Introducing 3-PG2Py, an open-source forest growth model in Python	20
Editorial Board	20
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	20
Capturing episodic impacts of environmental signals	20
FPQ-iTransformer: A novel iTransformer-based model for accurate seawater salinity prediction	20
Computing efficiency of XBeach hydro- and wave dynamics on Graphics Processing Units (GPUs)	20
Editorial Board	20
Real-time rainfall estimation using deep learning: Influence of background and rainfall intensity	19
Implementation of a GPU-enhanced multiclass soil erosion model based on the 2D shallow water equations in the software Iber	19
Predicting the responses of boreal forests to climate-fire-vegetation interactions in Northeast China	19
An end-to-end pipeline based on a Two-Dimensional Convolutional Neural Network for monitoring desertification in Africa using remote sensing images	19
Predicting beach profiles with machine learning from offshore wave reflection spectra	19
Amadeus: Accessing and analyzing large scale environmental data in R	19
Enhancing flood forecasts: A comprehensive neural network approach for groundwater flooding in lowland karst areas	19
Coupling SWAT+ with LSTM for enhanced and interpretable streamflow estimation in arid and semi-arid watersheds, a case study of the Tagus Headwaters River Basin, Spain	19
A user-friendly software for modelling extreme values: EXTRASTAR (EXTRemes Abacus for STAtistical Regionalization)	19
Theory for and from agent-based modelling: Insights from a virtual special issue and a vision	18
Advanced risk assessment framework for land subsidence impacts on transmission towers in salt lake region	18
Bayesian network modelling of phosphorus pollution in agricultural catchments with high-resolution data	18
A transformer-based neural network for ignition location prediction from the final wildfire perimeter	18
QGIS Shoreline Change Analysis Tool (QSCAT): A fast, open-source shoreline change analysis plugin for QGIS	18
An overview of visualization and visual analytics applications in water resources management	18
Editorial Board	18
Modeling unsteady and steady 1D hydrodynamics under different hydraulic conceptualizations: Model/Software development and case studies	18
V-FloodNet: A video segmentation system for urban flood detection and quantification	18
A web-based platform for integrated real-time water Information: A prototype system for Missouri	18
HydroQuantum: A new quantum-driven Python package for hydrological simulation	18
Leveraging data-driven and procedural methods for generating high-fidelity visualizations of real forests	17
FlorID – A nationwide identification service for plants from photos and habitat information	17
Deep learning framework with Bayesian data imputation for modelling and forecasting groundwater levels	17
Increasing the water level accuracy in hydraulic river simulation by adapting mesh level elevation	17
Comparison of predictive modeling approaches to estimate soil erosion under spatially heterogeneous field conditions	17
Coherent integration of the terrestrial hydrosphere: Needs and pathways for knowledge convergence	17
Climate change effects at basin-scale: Weathering rates and CO2 consumption assessment by using the reaction path modelling	17
Ecology-habitat-flow modular simulation model for the recommendation of river ecological flow combination	17
Accurate calibration of hydrological models with evolutionary computation multi-method ensembles	17
Climate matching with the climatchR R package	17
CLEAN - Collaborative low-cost environmental and air-quality network	17
Streamlining land surface model Initialization: Automated data retrieval for VELMA using HMS REST API and GDAL	17
River bathymetry and discharge estimation using video surface velocity data assimilation in the 2D differentiable numerical shallow water model dassflow	16
Strategic model reduction by analysing model sloppiness: A case study in coral calcification	16
FastFuels: Advancing wildland fire modeling with high-resolution 3D fuel data and data assimilation	16
A novel hybrid model for hourly PM2.5 prediction considering air pollution factors, meteorological parameters and GNSS-ZTD	16
Editorial Board	16
Optimizing soil remediation volumes via inverse analytical modeling	16

How can biosphere models simulate enough vegetation biomass in the mountains of the western United States? Implications of meteorological forcing	16
Improving groundwater storage change estimates using time-lapse gravimetry with Gravi4GW	16
A network design approach for citizen science-satellite monitoring of surface water volume changes in Bangladesh	16
Editorial Board	16
A framework for the acceptance testing of geospatial search engines	16
Identification of metrics suitable for determining the features of real-world optimisation problems	16
Uncertainty quantification of wind gust predictions in the northeast United States: An evidential neural network and explainable artificial intelligence approach	15
Integrated modeling of the generation, attenuation, and transport of point-source pollutants at the watershed-scale using SWAT+	15
A cluster-based temporal attention approach for predicting cyclone-induced compound flood dynamics	15
A prototype adaptive mesh generator for enhancing computational efficiency and accuracy in physically-based modeling of flood-landslide hazards	15
FeliX 2.0: An integrated model of climate, economy, environment, and society interactions	15
Enhancing surrogate assisted optimization with SHAP guided two-stage sampling	15
GEE-HydroMonitor: A Google Earth Engine software for multi-sensor hydrometric monitoring of surface water reservoirs	15
Academic influence index evaluation report of geographic simulation models (2022)	15
Comparing the structural uncertainty and uncertainty management in four common Land Use Cover Change (LUCC) model software packages	15
Server-enabled mixed reality for flood risk communication: On-site visualization with digital twins and multi-client support	15
City-Heat Equity Adaptation Tool (City-HEAT): Multi-objective optimization of environmental modifications and human heat exposure reductions for urban heat adaptation under uncertainty	15
A time series-based hybrid model for daily Arctic sea ice forecasting years in advance	15
climdex-kit: An open software for climate index calculation, sharing and analysis towards tailored climate services	15
Heat wave tracker: A multi-method, multi-source heat wave measurement toolkit based on Google Earth Engine	14
Aligning the achievement of SDGs with long-term sustainability and resilience: An OOBN modelling approach	14
Inductive predictions of hydrologic events using a Long Short-Term Memory network and the Soil and Water Assessment Tool	14
A technique for stream geometry estimation based on watershed morphometric characteristics	14
Attention scores and peak perception in long-term ozone prediction using deep learning	14
Moving from single values to trade-off curves for assessing the performance of water resources systems under uncertainty	14
SSIMS-Flow: Image velocimetry workbench for open-channel flow rate estimation	14
Quo vadis, agent-based modelling tools?	14
Predicting massive floating macroalgal blooms in a regional sea	14
MultiRS flood mapper: a google earth engine application for water extent mapping with multimodal remote sensing and quantile-based postprocessing	14
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	14
Monitoring carbon dynamics and driving forces in arid and semi-arid river basin: A case study of China's West Liao river Basin	14
Impact of drought on de facto reuse and water quality in Lake Mead: Insights from hydrodynamic modeling versus machine learning	14
Extending SC-PDSI-PM with neural network regression using GLDAS data and Permutation Feature Importance	14
An exceedance score for the assessment of the impact of nitrogen deposition on habitats in the UK	14
Urban waterlogging depth prediction model combining transformer and graph neural convolutional network	14
NWTOPT – A hyperparameter optimization approach for selection of environmental model solver settings	14
Introducing NLCD-Imp: A QGIS plugin to better replicate urban characteristics in land use/cover maps for SWAT	14
An operational IoT-based slope stability forecast using a digital twin	13
STGCN-WQ: A new Spatio-Temporal Graph Convolutional Network for predicting beach Water Quality	13
Testing APSIM in a complex saline coastal cropping environment	13
Quantitative framework for soil burn severity from numerical wildfire models	13
Coupled machine learning and data assimilation for efficient characterization of multi-contaminant groundwater sites	13
FIMserv v.1.0: A tool for streamlining Flood Inundation Mapping (FIM) using the United States operational hydrological forecasting framework	13
VecLI: A framework for calculating vector landscape indices considering landscape fragmentation	13
How to keep it adequate: A protocol for ensuring validity in agent-based simulation	13
A database application framework toward data-driven vertical connectivity analysis of rivers	13
A coordination attention residual U-Net model for enhanced short and mid-term sea surface temperature prediction	13
Editorial Board	13
Comparison of machine learning methods emulating process driven crop models	13
SWAT-3PG: Improving forest growth simulation with a process-based forest model in SWAT	13
Incorporating Light Gradient Boosting Machine to land use regression model for estimating NO2 and PM2.5 levels in Kansai region, Japan	13
Development of a data-driven automatic unstructured mesh generation tool suitable for compound flooding studies	13
Development of a component-based integrated modeling framework for urban flood simulation	13
Open problems in uncertainty quantification for flood modelling: A systematic review	12
Generating three-dimensional soil organic carbon density dataset by soil depth function and correction methods in Yangtze River Delta, China	12
Editorial Board	12
Impact of model structure on radionuclide transport in urban stormwater	12
Beyond prediction: An integrated post-hoc approach to interpret complex model in hydrometeorology	12
Development of an inclusive, scalable, and flexible hydrologic modeling system: Establishing integrated flood simulation system at agricultural watersheds	12
A review of machine learning methods for drought hazard monitoring and forecasting: Current research trends, challenges, and future research directions	12
Editorial Board	12
Developing a web-based participatory approach to model evaluation for environmental decision-making	12
Monitoring river flow status using low-cost wildlife camera and image segmentation artificial intelligence	12
Web application of an integrated simulation for aquatic environment assessment in coastal and estuarine areas	12
TALKS: A systematic framework for resolving model-data discrepancies	12
Coastal morphodynamic emulator for early warning short-term forecasts	12
Enhancing algal bloom forecasting: A novel framework for machine learning performance evaluation during periods of special temporal patterns	12
Inclusive simulation game development to enhance Florida research and management: Cedar Key oyster fishery	12
Groundwater-surface water interactions at wetland interface: Advancement in catchment system modeling	12
A modified response matrix method to approximate SWAT for computationally intense applications	12
Enhancing hydrological modeling of ungauged watersheds through machine learning and physical similarity-based regionalization of calibration parameters	12
Cloud-based system for monitoring event-based hydrological processes based on dense sensor network and NB-IoT connectivity	12
PLUME Dashboard: A free and open-source mobile air quality monitoring dashboard	12
A review of economic calibrated mathematical programming models for agricultural water reallocation	12
Sequential surface and subsurface flow modeling in a tropical aquifer under different rainfall scenarios	12
Numerical analysis of the abiotic formation and distribution of the “iron curtain” in subterranean estuaries	12
Investigating the effect of urban form on land surface temperature at block and grid scales based on XGBoost-SHAP	12
stagg:: A data pre-processing R package for climate impacts analysis	12
A framework for assessing the computational reproducibility of geo-simulation experiments	12
Integrating statistical and agent-based modelling for activity-based ambient air pollution exposure assessment	11
A real-time and modular weather station software architecture based on microservices	11
Augmenting the National agroecosystem model with physically based spatially distributed groundwater modeling	11
Improved Hadoop-based cloud for complex model simulation optimization: Calibration of SWAT as an example	11
Modeling lake recovery lag times following influent phosphorus loading reduction	11
PyLandslide: A Python tool for landslide susceptibility mapping and uncertainty analysis	11
HydroRTC: A web-based data transfer and communication library for collaborative data processing and sharing in the hydrological domain	11
An integrative modelling framework for predicting the compound flood hazards induced by tropical cyclones in an estuarine area	11
Integrating remote sensing data with watershed-scale ecohydrological modeling in diverse forest and agricultural landscapes of the Upper Mississippi River Basin	11
Dissolved oxygen prediction in the Dianchi River basin with explainable artificial intelligence based on physical prior knowledge	11
Imputation for spatiotemporal PM2.5 data via Varying-Coefficient Autoregressive Adversarial Network	11
Agent decision-making: The Elephant in the Room - Enabling the justification of decision model fit in social-ecological models	11
Insights on modelling of karstic aquifers: A new methodology for the integration of fracture data in groundwater flow modelling	11
Automatic classification of acoustically detected krill aggregations: A case study from Southern Ocean	11
An introduction to data-driven modelling of the water-energy-food-ecosystem nexus	11
Reservoir Assessment Tool 2.0: Stakeholder driven improvements to satellite remote sensing based reservoir monitoring	11