Environmental Modelling & Software

Article	Citations
Enhancing forest ecosystem simulation in the TASC model through the integration of the DAYCENT forest model	301
Editorial Board	189
Evaluating the influence of topography data resolution on lake hydrodynamic model under a simulation uncertainty analysis framework	121
Assessing the hillslope-channel contributions to the catchment sediment balance under climate change	113
A Comprehensive Chemistry Evaluation and Diagnostics Package for E3SM – ChemDyg Version 1.1.0	106
Challenges and opportunities when bringing machines onto the team: Human-AI teaming and flood evacuation decisions	99
Conditional interval reduction method: A possible new direction for the optimization of process based models	81
A post-processing machine learning framework for bias-correcting National Water Model outputs by accounting for dominant streamflow drivers	78
An integrated, mesh-independent geothermal modelling framework	77
The Danish Lagrangian Model (DALM): Development of a new local-scale high-resolution air pollution model	66
New GIS tools for wind fetch analysis: A case study of changes in wave exposure in Isfjorden (Svalbard) due to reduced fast ice coverage	64
Fine-tuning the BFOLDS Fire Regime Module to support the assessment of fire-related functions and services in a changing Mediterranean mountain landscape	60
Crop modeling frameworks interoperability through bidirectional source code transformation	58
Modeling in-stream biogeochemical processes at catchment scale: Coupling SWAT and RIVE models	56
Particle filter for high frequency oxygen data assimilation in river systems	51
Uncertainty estimation for environmental multimodel predictions: The BLUECAT approach and software	50
Models and the common good	49
XR-based interactive visualization platform for real-time exploring dynamic earth science data	48
FlowDyn: A daily streamflow prediction pipeline for dynamical deep neural network applications	48
A physics-based model of thermodynamically varying fuel moisture content for fire behavior prediction	46
Synthetic random environmental time series generation with similarity control, preserving original signal’s statistical characteristics	45
Editorial Board	45
An efficient data-driven method for isolating dry-weather flow from total combined sewer flow data	43
Why is arid zone hydrology a scientific desert - and how does the hydrological community move forward?	42
Enhancing rainfall frequency analysis through bivariate nonstationary modeling in South Korea	42

A coupled multiscale description of seasonal Physical–BioGeoChemical dynamics in Southern Ocean Marginal Ice Zone	41
Quantifying regional variability of machine-learning-based snow water equivalent estimates across the Western United States	41
Inversion and forward estimation with process-based models: An investigation into cost functions, uncertainty-based weights and model-data fusion	41
Analysis and comparison of coupled and uncoupled simulations with the COAWST model during the Gloria Storm (January 2020) in the northwestern Mediterranean Sea	41
Prediction of maximum scour depth downstream of bed sills using integrated machine learning algorithms	40
An ontology-driven query system for mineral identification in virtual geoscience labs	40
HyPix: 1D physically based hydrological model with novel adaptive time-stepping management and smoothing dynamic criterion for controlling Newton–Raphson step	40
What drives reservoir infrastructure upgrade decisions under deep uncertainty?	38
Replicating measured site-scale soil organic carbon dynamics in the U.S. Corn Belt using the SWAT-C model	38
Towards an improved language for river data analysis: Demonstration for the highly-regulated Ohio River basin	37
Effects of rising CO2 concentrations on water dynamics and yields for C3 and C4 crops under both irrigated and dryland conditions in the Texas High Plains	37
Operational digital twin for multi-hazard coastal flood prediction with adaptive learning: Real-time performance in the Chesapeake Bay	36
The Dynamic Temperate and Boreal Fire and Forest-Ecosystem Simulator (DYNAFFOREST): Development and evaluation	36
PyCHAMP: A crop-hydrological-agent modeling platform for groundwater management	36
Integrated river basin assessment framework combining probabilistic streamflow reconstruction, Bayesian bias correction, and drought storyline analysis	35
Parallel Princeton Ocean Model based on OpenACC	35
An enhanced 2D model with the HLLC method utilized for local multi-layer SWEs for partial obstructed flows	34
VERE Py-framework: Dual environment for physically-informed machine learning in seismic landslide hazard mapping driven by InSAR	34
Gridemis V2.0: A highly integrated algorithm scheme for high-resolution and multi-component allocation of emission inventories used in air quality models	34
Dynamics of real-time forecasting failure and recovery due to data gaps: A study using EnKF-based assimilation with the Lorenz model	33
A calibration protocol for soil-crop models	33
Effective air pollution prediction by combining time series decomposition with stacking and bagging ensembles of evolving spiking neural networks	31
Backward erosion piping in numerical models: A literature review	31
An adaptive rainfall-runoff model for daily runoff prediction under the changing environment: Stream-LSTM	31
A prototype field-to-publication data system for a multi-variable permafrost observation network	31
Reproducible construction of a high-resolution national variable-density groundwater salinity model for the Netherlands	31
Bridging existing energy and chemical transport models to enhance air quality policy assessment	30
Editorial Board	30
Dust storm detection for ground-based stations with imbalanced machine learning	29
Scientometric analysis of development and opportunities for research in digital agriculture innovation management	29
A free web-based approach for rainfall-induced landslide susceptibility modeling: Case study of Clearwater National Forest, Idaho, USA	29
Implementing generative adversarial network (GAN) as a data-driven multi-site stochastic weather generator for flood frequency estimation	29
Deep learning prediction of rainfall-driven debris flows considering the similar critical thresholds within comparable background conditions	29
Cascading effect modelling of integrating geographic factors in interdependent systems	29
An open-source platform for geospatial participatory modeling in the cloud	29
An uncertainty-informed water quality index: Incorporation of data uncertainty into water quality assessment	29
A novel interpretable ozone forecasting approach based on deep learning with masked residual connections	28
A practice-oriented framework for stationary and nonstationary flood frequency analysis	28
Editorial Board	28
How to conduct more systematic reviews of agent-based models and foster theory development - Taking stock and looking ahead	28
Pywr-DRB: An open-source Python model for water availability and drought risk assessment in the Delaware River Basin	28
Integration of a computable general equilibrium model with an energy system model: Application of the AIM global model	28
AIRS: A QGIS plugin for time series forecasting using deep learning models	27
The easyclimate R package: Easy access to high-resolution daily climate data for Europe	27
Maximizing utilization of sparse and noisy data for machine learning modelling of SPAC system dynamics	27
A critical review of common pitfalls and guidelines to effectively infer parameters of agent-based models using Approximate Bayesian Computation	27
How to assess conditions for the acceptance of climate change adaptation measures by applying implementation probability Bayesian Networks in participatory processes	26
PyLUSAT: An open-source Python toolkit for GIS-based land use suitability analysis	26
pyMANGA: A modular, open and extendable software platform for modeling of forest and vegetation dynamics	26
Agent-Based Modelling of food systems: A scoping review on incorporation of behavioural insights	26

Inverse aqueous transport modeling for emergency response	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	26
Book review	25
Joint estimation of biogeochemical model parameters from multiple experiments: A bayesian approach applied to mercury methylation	24
Projected changes in rain-on-snow events and their impacts on summer low streamflow in the Great lakes basin	24
Toward real-time high-resolution fluvial flood forecasting: A robust surrogate approach based on overland flow models	24
Evaluating the choice of radial basis functions in multiobjective optimal control applications	24
Arc Hydro Hillslope and Critical Duration: New tools for hillslope-scale runoff analysis	24
A GEE TSEB workflow for daily high-resolution fully remote sensing evapotranspiration: Validation over four crops in semi-arid conditions and comparison with the SSEBop experimental product	24
Generative artificial intelligence and marine ecological monitoring	23
A 3D discrepancy modeling framework for urban pollution prediction in accelerated time	23
Watershed Workflow: A toolset for parameterizing data-intensive, integrated hydrologic models	23
Comparing containerization-based approaches for reproducible computational modeling of environmental systems	23
Large uncertainty in global estimates of manure phosphorus runoff	23
ResORR: A globally scalable and satellite data-driven algorithm for river flow regulation due to reservoir operations	23
hydroMOPSO: A flexible and model-independent multi-objective optimisation R package for environmental and hydrological models	23
A lightweight dataflow-based software framework for building forest simulators	23
Augmented iterative tropospheric decomposition strategy for GNSS-based zenith tropospheric delay map generation	22
Modelling wave group-scale hydrodynamics on orthogonal unstructured meshes	22
Transitional fresh-saltwater assessment in the integrated surface-groundwater hydrology of the regulated La Paz tidal watershed in Mexico	22
Development of non-data driven reservoir routing in the routing application for parallel computatIon of discharge (RAPID) model	22
Prediction of wildfire rate of spread in grasslands using machine learning methods	21
Advanced risk assessment framework for land subsidence impacts on transmission towers in salt lake region	21
pystorms: A simulation sandbox for the development and evaluation of stormwater control algorithms	21
An assessment of spatial random forests for environmental mapping: the case of groundwater nitrate concentration	21
Decision Support Systems for Urban Water Scarcity: Gaps, Barriers and Pathways to Integrate Nature-Based Solutions - A Systematic Review	21
Amadeus: Accessing and analyzing large scale environmental data in R	21
PASS4SWAT: Orchestration of containerized SWAT for facilitating computational reproducibility of model calibration and uncertainty analysis	21
Pitfalls of XAI interpretation in environmental modeling: A warning on model bias in air quality data analysis	21
Machine learning assisted predictive urban digital twin for intelligent monitoring of air quality index for smart city environment	21
Visualization and modeling of forest fire propagation in Patagonia	21
PRISM: A decision support system for forest planning	21
A nudging-based data assimilation method coupled with bidirectional gated neural networks for error correction	21
Leveraging OGC API for cloud-based flood modeling campaigns	21
Editorial Board	21
Spatially targeted afforestation to minimize sediment loss from a catchment: An efficient hill climbing method considering spatial interaction	20
Editorial Board	20
QGIS Shoreline Change Analysis Tool (QSCAT): A fast, open-source shoreline change analysis plugin for QGIS	20
Predicting the responses of boreal forests to climate-fire-vegetation interactions in Northeast China	20
Comparing the applicability of hydro-economic modelling approaches for large-scale decision-making in multi-sectoral and multi-regional river basins	20
Capturing episodic impacts of environmental signals	20
Editorial Board	19
An end-to-end pipeline based on a Two-Dimensional Convolutional Neural Network for monitoring desertification in Africa using remote sensing images	19
Theory for and from agent-based modelling: Insights from a virtual special issue and a vision	19
FPQ-iTransformer: A novel iTransformer-based model for accurate seawater salinity prediction	19
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	19
A user-friendly software for modelling extreme values: EXTRASTAR (EXTRemes Abacus for STAtistical Regionalization)	19
HydroQuantum: A new quantum-driven Python package for hydrological simulation	19
Predicting beach profiles with machine learning from offshore wave reflection spectra	19
Bayesian network modelling of phosphorus pollution in agricultural catchments with high-resolution data	19
A web-based platform for integrated real-time water Information: A prototype system for Missouri	19
Enhancing flood forecasts: A comprehensive neural network approach for groundwater flooding in lowland karst areas	18
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	18
Implementation of a GPU-enhanced multiclass soil erosion model based on the 2D shallow water equations in the software Iber	18
Bayesian-factorial analysis for unveiling multi-factor interactive effect on water demand in Central Asia	18
A python framework for differentiable hydrological modeling and research workflow automation	18
Modeling unsteady and steady 1D hydrodynamics under different hydraulic conceptualizations: Model/Software development and case studies	18
Leveraging data-driven and procedural methods for generating high-fidelity visualizations of real forests	18
Real-time rainfall estimation using deep learning: Influence of background and rainfall intensity	18
A LLM-based agent for the construction of typhoon knowledge graphs	18
A transformer-based neural network for ignition location prediction from the final wildfire perimeter	18
An overview of visualization and visual analytics applications in water resources management	18
V-FloodNet: A video segmentation system for urban flood detection and quantification	18
Computing efficiency of XBeach hydro- and wave dynamics on Graphics Processing Units (GPUs)	18
Portable multi-GPU urban flood modelling via MPI-OpenACC: evaluating acceleration, scaling, and workload-per-GPU	18
Advancing water level prediction using clustering-based machine learning techniques in data-scarce regions	18
An ensemble method for integrating rainfall forecast products based on average mutual information decomposition	17
A network design approach for citizen science-satellite monitoring of surface water volume changes in Bangladesh	17
A prototype adaptive mesh generator for enhancing computational efficiency and accuracy in physically-based modeling of flood-landslide hazards	17
Inductive predictions of hydrologic events using a Long Short-Term Memory network and the Soil and Water Assessment Tool	17
Editorial Board	17
Academic influence index evaluation report of geographic simulation models (2022)	17
SSIMS-Flow: Image velocimetry workbench for open-channel flow rate estimation	17
Impact of drought on de facto reuse and water quality in Lake Mead: Insights from hydrodynamic modeling versus machine learning	17
A framework for the acceptance testing of geospatial search engines	17
Optimizing soil remediation volumes via inverse analytical modeling	17
Comparison of predictive modeling approaches to estimate soil erosion under spatially heterogeneous field conditions	17
CLEAN - Collaborative low-cost environmental and air-quality network	17
Comparing the structural uncertainty and uncertainty management in four common Land Use Cover Change (LUCC) model software packages	17

Editorial Board	17
Increasing the water level accuracy in hydraulic river simulation by adapting mesh level elevation	17
Climate matching with the climatchR R package	16
Uncertainty quantification of wind gust predictions in the northeast United States: An evidential neural network and explainable artificial intelligence approach	16
Climate change effects at basin-scale: Weathering rates and CO2 consumption assessment by using the reaction path modelling	16
A time series-based hybrid model for daily Arctic sea ice forecasting years in advance	16
River bathymetry and discharge estimation using video surface velocity data assimilation in the 2D differentiable numerical shallow water model dassflow	16
Accurate calibration of hydrological models with evolutionary computation multi-method ensembles	16
climdex-kit: An open software for climate index calculation, sharing and analysis towards tailored climate services	16
Global sensitivity analysis workflows and rankings: A practical comparison for researchers	16
Extending SC-PDSI-PM with neural network regression using GLDAS data and Permutation Feature Importance	16
FlorID – A nationwide identification service for plants from photos and habitat information	16
A novel hybrid model for hourly PM2.5 prediction considering air pollution factors, meteorological parameters and GNSS-ZTD	16
GEE-HydroMonitor: A Google Earth Engine software for multi-sensor hydrometric monitoring of surface water reservoirs	16
Deep learning framework with Bayesian data imputation for modelling and forecasting groundwater levels	16
Integrated modeling of the generation, attenuation, and transport of point-source pollutants at the watershed-scale using SWAT+	16
Coherent integration of the terrestrial hydrosphere: Needs and pathways for knowledge convergence	16
Ecology-habitat-flow modular simulation model for the recommendation of river ecological flow combination	15
A cluster-based temporal attention approach for predicting cyclone-induced compound flood dynamics	15
FeliX 2.0: An integrated model of climate, economy, environment, and society interactions	15
Multi-head attention driven aggregation-differentiation network for probabilistic groundwater depth forecasting and depth-stratified early warning: A multi-site efficient framework	15
Server-enabled mixed reality for flood risk communication: On-site visualization with digital twins and multi-client support	15
HydrocamCompute: Serverless computing workflow for camera-based hydrological monitoring	15
Cross-scale separation of climate and human impacts on runoff using a dual-step refined time-varying attribution model	15
Streamlining land surface model Initialization: Automated data retrieval for VELMA using HMS REST API and GDAL	15
Overcoming barriers to reproducibility in geoscientific data analysis: Challenges and practical implementation strategies	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
MultiRS flood mapper: a google earth engine application for water extent mapping with multimodal remote sensing and quantile-based postprocessing	15
Three-dimensional narrative visualization in virtual geographic scenes for enhancing textual information driven by knowledge and semantics	15
Enhancing surrogate assisted optimization with SHAP guided two-stage sampling	15
Strategic model reduction by analysing model sloppiness: A case study in coral calcification	15
FastFuels: Advancing wildland fire modeling with high-resolution 3D fuel data and data assimilation	15
Moving from single values to trade-off curves for assessing the performance of water resources systems under uncertainty	14
Urban waterlogging depth prediction model combining transformer and graph neural convolutional network	14
Quo vadis, agent-based modelling tools?	14
FIMserv v.1.0: A tool for streamlining Flood Inundation Mapping (FIM) using the United States operational hydrological forecasting framework	14
Incorporating Light Gradient Boosting Machine to land use regression model for estimating NO2 and PM2.5 levels in Kansai region, Japan	14
STGCN-WQ: A new Spatio-Temporal Graph Convolutional Network for predicting beach Water Quality	14
RegreSSM: A novel software tool for downscaling the SMAP L3 soil moisture operational product utilizing the Ts/VI feature space and Sentinel-3 data	14
Attention scores and peak perception in long-term ozone prediction using deep learning	14
Comparison of machine learning methods emulating process driven crop models	14
An operational IoT-based slope stability forecast using a digital twin	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
Editorial Board	14
Predicting massive floating macroalgal blooms in a regional sea	14
A technique for stream geometry estimation based on watershed morphometric characteristics	14
The ODE (Overview, Data, and Execution) protocol for a standardized use of machine learning in environmental, social and related interdisciplinary sciences	14
SWAT-3PG: Improving forest growth simulation with a process-based forest model in SWAT	14
Introducing NLCD-Imp: A QGIS plugin to better replicate urban characteristics in land use/cover maps for SWAT	14
How to keep it adequate: A protocol for ensuring validity in agent-based simulation	14
Editorial Board	13
Groundwater-surface water interactions at wetland interface: Advancement in catchment system modeling	13
stagg:: A data pre-processing R package for climate impacts analysis	13
Model support tools for Informed Decision Making - MIDAS and sensitivity analysis	13
Web application of an integrated simulation for aquatic environment assessment in coastal and estuarine areas	13
Development of a data-driven automatic unstructured mesh generation tool suitable for compound flooding studies	13
Development of an inclusive, scalable, and flexible hydrologic modeling system: Establishing integrated flood simulation system at agricultural watersheds	13
Impact of model structure on radionuclide transport in urban stormwater	13
Development of a component-based integrated modeling framework for urban flood simulation	13
Quantitative framework for soil burn severity from numerical wildfire models	13
A framework for assessing the computational reproducibility of geo-simulation experiments	13
Investigating the effect of urban form on land surface temperature at block and grid scales based on XGBoost-SHAP	13
A review of economic calibrated mathematical programming models for agricultural water reallocation	13
Coupled machine learning and data assimilation for efficient characterization of multi-contaminant groundwater sites	13
Editorial Board	13
Coastal morphodynamic emulator for early warning short-term forecasts	13
TALKS: A systematic framework for resolving model-data discrepancies	13
Enhancing hydrological modeling of ungauged watersheds through machine learning and physical similarity-based regionalization of calibration parameters	13
Cloud-based system for monitoring event-based hydrological processes based on dense sensor network and NB-IoT connectivity	13
Generating three-dimensional soil organic carbon density dataset by soil depth function and correction methods in Yangtze River Delta, China	13
A database application framework toward data-driven vertical connectivity analysis of rivers	13
Enhancing algal bloom forecasting: A novel framework for machine learning performance evaluation during periods of special temporal patterns	13
An enhanced python framework for hydrological modeling in alpine catchments: Snow hysteresis and glacier ice melt	12
Monitoring river flow status using low-cost wildlife camera and image segmentation artificial intelligence	12
Investigating the Impacts of Parameter Fixing on the Performance of a Spatially Distributed Water Quality Model with An Adaptive Emulation Approach	12
Community-enabled life-cycle assessment Stormwater Infrastructure Costs (CLASIC) tool	12
Augmenting the National agroecosystem model with physically based spatially distributed groundwater modeling	12
A simple method for the enhancement of river bathymetry in LiDAR DEM	12
Modeling lake recovery lag times following influent phosphorus loading reduction	12
Developing a web-based participatory approach to model evaluation for environmental decision-making	12
An independent-scheduling variables LPV model integral–delay–zero representation for open-channel: Development and applicability boundary identification	12
A coordination attention residual U-Net model for enhanced short and mid-term sea surface temperature prediction	12
Agent decision-making: The Elephant in the Room - Enabling the justification of decision model fit in social-ecological models	12
An open-source workflow for scaling burn severity metrics from drone to satellite to support post-fire watershed management	12
Towerpy: An open-source toolbox for processing polarimetric weather radar data	12
PyLandslide: A Python tool for landslide susceptibility mapping and uncertainty analysis	12
Modeling agent decision and behavior in the light of data science and artificial intelligence	12
Open problems in uncertainty quantification for flood modelling: A systematic review	12
A review of tools and resources to support Decision-Making Under Deep Uncertainty	12
Shallow-water lee-side waves at obstacles: Experimental characterization and turbulent non-hydrostatic modeling using weighted-averaged residual equations	12
The Fogees system for forecasting particulate matter concentrations in urban areas	12
PHyL v1.0: A parallel, flexible, and advanced software for hydrological and slope stability modeling at a regional scale	12
A pattern recognition approach to identify biological clusters acquired by acoustic multi-beam in Kongsfjorden	12
A new conditional generative adversarial neural network approach for statistical downscaling of the ERA5 reanalysis over the Italian Peninsula	12