Environmental Modelling & Software

Article	Citations
New GIS tools for wind fetch analysis: A case study of changes in wave exposure in Isfjorden (Svalbard) due to reduced fast ice coverage	164
Enhancing forest ecosystem simulation in the TASC model through the integration of the DAYCENT forest model	155
Why is arid zone hydrology a scientific desert - and how does the hydrological community move forward?	150
Prediction of maximum scour depth downstream of bed sills using integrated machine learning algorithms	110
A physics-based model of thermodynamically varying fuel moisture content for fire behavior prediction	97
XR-based interactive visualization platform for real-time exploring dynamic earth science data	79
Editorial Board	78
Evaluating the influence of topography data resolution on lake hydrodynamic model under a simulation uncertainty analysis framework	77
A Comprehensive Chemistry Evaluation and Diagnostics Package for E3SM – ChemDyg Version 1.1.0	75
RODEO: An algorithm and Google Earth Engine application for river discharge retrieval from Landsat	71
HyPix: 1D physically based hydrological model with novel adaptive time-stepping management and smoothing dynamic criterion for controlling Newton–Raphson step	69
A coupled multiscale description of seasonal Physical–BioGeoChemical dynamics in Southern Ocean Marginal Ice Zone	67
A post-processing machine learning framework for bias-correcting National Water Model outputs by accounting for dominant streamflow drivers	62
Assessing the hillslope-channel contributions to the catchment sediment balance under climate change	61
PyCHAMP: A crop-hydrological-agent modeling platform for groundwater management	56
Challenges and opportunities when bringing machines onto the team: Human-AI teaming and flood evacuation decisions	56
The Danish Lagrangian Model (DALM): Development of a new local-scale high-resolution air pollution model	56
An efficient data-driven method for isolating dry-weather flow from total combined sewer flow data	55
Enhancing rainfall frequency analysis through bivariate nonstationary modeling in South Korea	54
Editorial Board	54
Synthetic random environmental time series generation with similarity control, preserving original signal’s statistical characteristics	51
Replicating measured site-scale soil organic carbon dynamics in the U.S. Corn Belt using the SWAT-C model	51
Models and the common good	51
Quantifying regional variability of machine-learning-based snow water equivalent estimates across the Western United States	47
Conditional interval reduction method: A possible new direction for the optimization of process based models	46

Crop modeling frameworks interoperability through bidirectional source code transformation	45
An integrated, mesh-independent geothermal modelling framework	44
The Dynamic Temperate and Boreal Fire and Forest-Ecosystem Simulator (DYNAFFOREST): Development and evaluation	44
Modeling in-stream biogeochemical processes at catchment scale: Coupling SWAT and RIVE models	42
Fine-tuning the BFOLDS Fire Regime Module to support the assessment of fire-related functions and services in a changing Mediterranean mountain landscape	40
Particle filter for high frequency oxygen data assimilation in river systems	40
Developing best practice guidelines for lake modelling to inform quantitative microbial risk assessment	39
Inversion and forward estimation with process-based models: An investigation into cost functions, uncertainty-based weights and model-data fusion	38
FlowDyn: A daily streamflow prediction pipeline for dynamical deep neural network applications	37
Analysis and comparison of coupled and uncoupled simulations with the COAWST model during the Gloria Storm (January 2020) in the northwestern Mediterranean Sea	37
Cascading effect modelling of integrating geographic factors in interdependent systems	36
Automatic procedure for selecting flood events and identifying flood characteristics from daily streamflow data	36
Uncertainty estimation for environmental multimodel predictions: The BLUECAT approach and software	36
A critical review of common pitfalls and guidelines to effectively infer parameters of agent-based models using Approximate Bayesian Computation	35
An enhanced 2D model with the HLLC method utilized for local multi-layer SWEs for partial obstructed flows	35
A prototype field-to-publication data system for a multi-variable permafrost observation network	35
AIRS: A QGIS plugin for time series forecasting using deep learning models	35
Dynamics of real-time forecasting failure and recovery due to data gaps: A study using EnKF-based assimilation with the Lorenz model	35
Parallel Princeton Ocean Model based on OpenACC	35
How to conduct more systematic reviews of agent-based models and foster theory development - Taking stock and looking ahead	34
Editorial Board	34
Scientometric analysis of development and opportunities for research in digital agriculture innovation management	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
Dust storm detection for ground-based stations with imbalanced machine learning	32
Modelling invasive alien plant distribution: A literature review of concepts and bibliometric analysis	32
VERE Py-framework: Dual environment for physically-informed machine learning in seismic landslide hazard mapping driven by InSAR	32
Reproducible construction of a high-resolution national variable-density groundwater salinity model for the Netherlands	32
Editorial Board	32
A free web-based approach for rainfall-induced landslide susceptibility modeling: Case study of Clearwater National Forest, Idaho, USA	31
A calibration protocol for soil-crop models	30
Implementing generative adversarial network (GAN) as a data-driven multi-site stochastic weather generator for flood frequency estimation	30
An open-source platform for geospatial participatory modeling in the cloud	30
An adaptive rainfall-runoff model for daily runoff prediction under the changing environment: Stream-LSTM	30
Effective air pollution prediction by combining time series decomposition with stacking and bagging ensembles of evolving spiking neural networks	30
WITHDRAWN: Investigating hydrologic alteration in the Pearl and Pascagoula river basins using rule-based model trees	29
Backward erosion piping in numerical models: A literature review	29
Integration of a computable general equilibrium model with an energy system model: Application of the AIM global model	29
Bridging existing energy and chemical transport models to enhance air quality policy assessment	28
The easyclimate R package: Easy access to high-resolution daily climate data for Europe	28
Pywr-DRB: An open-source Python model for water availability and drought risk assessment in the Delaware River Basin	28
Deep learning prediction of rainfall-driven debris flows considering the similar critical thresholds within comparable background conditions	28
An Uncertainty-Informed Water Quality Index: Incorporation of Data Uncertainty into Water Quality Assessment	28
Book review	28
A novel strategy to assimilate category variables in land-use models based on Dirichlet distribution	28
A practice-oriented framework for stationary and nonstationary flood frequency analysis	28
Spatial extrapolation of statistically downscaled weather data over the Northwest Himalayas at major glacier sites	28
An assessment of spatial random forests for environmental mapping: the case of groundwater nitrate concentration	27
Projected changes in rain-on-snow events and their impacts on summer low streamflow in the Great lakes basin	26
Machine learning assisted predictive urban digital twin for intelligent monitoring of air quality index for smart city environment	26
ResORR: A globally scalable and satellite data-driven algorithm for river flow regulation due to reservoir operations	26

How to assess conditions for the acceptance of climate change adaptation measures by applying implementation probability Bayesian Networks in participatory processes	26
A spatiotemporal autoregressive neural network interpolation method for discrete environmental factors	26
Agent-Based Modelling of food systems: A scoping review on incorporation of behavioural insights	26
Augmented iterative tropospheric decomposition strategy for GNSS-based zenith tropospheric delay map generation	25
Empirical tool development for prairie pothole management using AnnAGNPS and random forest	25
An R package for identification of outliers in environmental time series data	25
Is less more? Experimenting with visual stacking of coincident maps for spatial global sensitivity analysis in urban land-use change modeling	25
Pitfalls of XAI interpretation in environmental modeling: A warning on model bias in air quality data analysis	25
Interoperability and computational framework for simulating open channel hydraulics: Application to sensitivity analysis and calibration of Gironde Estuary model	25
pystorms: A simulation sandbox for the development and evaluation of stormwater control algorithms	24
A lightweight dataflow-based software framework for building forest simulators	24
PyLUSAT: An open-source Python toolkit for GIS-based land use suitability analysis	24
A nudging-based data assimilation method coupled with bidirectional gated neural networks for error correction	24
Inverse aqueous transport modeling for emergency response	24
Joint estimation of biogeochemical model parameters from multiple experiments: A bayesian approach applied to mercury methylation	24
A 3D discrepancy modeling framework for urban pollution prediction in accelerated time	24
Prediction of wildfire rate of spread in grasslands using machine learning methods	24
Development of non-data driven reservoir routing in the routing application for parallel computatIon of discharge (RAPID) model	23
PRISM: A decision support system for forest planning	23
Leveraging OGC API for cloud-based flood modeling campaigns	23
Arc Hydro Hillslope and Critical Duration: New tools for hillslope-scale runoff analysis	23
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	23
Modelling wave group-scale hydrodynamics on orthogonal unstructured meshes	23
Comparing containerization-based approaches for reproducible computational modeling of environmental systems	23
A multi-objective adaptive surrogate modelling-based optimization algorithm for constrained hybrid problems	22
The chaos in calibrating crop models: Lessons learned from a multi-model calibration exercise	22
Visualization and modeling of forest fire propagation in Patagonia	22
Evaluating the choice of radial basis functions in multiobjective optimal control applications	22
Large uncertainty in global estimates of manure phosphorus runoff	22
PASS4SWAT: Orchestration of containerized SWAT for facilitating computational reproducibility of model calibration and uncertainty analysis	22
pyMANGA: A modular, open and extendable software platform for modeling of forest and vegetation dynamics	22
Watershed Workflow: A toolset for parameterizing data-intensive, integrated hydrologic models	22
Spatially targeted afforestation to minimize sediment loss from a catchment: An efficient hill climbing method considering spatial interaction	21
Amadeus: Accessing and analyzing large scale environmental data in R	21
Operationalizing the use of TLS in forest inventories: The R package FORTLS	21
Implementation of a GPU-enhanced multiclass soil erosion model based on the 2D shallow water equations in the software Iber	21
An end-to-end pipeline based on a Two-Dimensional Convolutional Neural Network for monitoring desertification in Africa using remote sensing images	21
FPQ-iTransformer: A novel iTransformer-based model for accurate seawater salinity prediction	21
A web-based platform for integrated real-time water Information: A prototype system for Missouri	20
Predicting beach profiles with machine learning from offshore wave reflection spectra	20
Computing efficiency of XBeach hydro- and wave dynamics on Graphics Processing Units (GPUs)	20
Real-time rainfall estimation using deep learning: Influence of background and rainfall intensity	20
A transformer-based neural network for ignition location prediction from the final wildfire perimeter	20
Enhancing flood forecasts: A comprehensive neural network approach for groundwater flooding in lowland karst areas	20
Introducing 3-PG2Py, an open-source forest growth model in Python	19
Editorial Board	19
An overview of visualization and visual analytics applications in water resources management	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
Editorial Board	19
V-FloodNet: A video segmentation system for urban flood detection and quantification	19
Bayesian network modelling of phosphorus pollution in agricultural catchments with high-resolution data	19
Predicting the responses of boreal forests to climate-fire-vegetation interactions in Northeast China	19
Capturing episodic impacts of environmental signals	19
QGIS Shoreline Change Analysis Tool (QSCAT): A fast, open-source shoreline change analysis plugin for QGIS	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
Increasing the water level accuracy in hydraulic river simulation by adapting mesh level elevation	18
Bridging technology transfer boundaries: Integrated cloud services deliver results of nonlinear process models as surrogate model ensembles	18
Modeling unsteady and steady 1D hydrodynamics under different hydraulic conceptualizations: Model/Software development and case studies	18
Comparison of predictive modeling approaches to estimate soil erosion under spatially heterogeneous field conditions	18
Advanced risk assessment framework for land subsidence impacts on transmission towers in salt lake region	18
Comparing the applicability of hydro-economic modelling approaches for large-scale decision-making in multi-sectoral and multi-regional river basins	18
FastFuels: Advancing wildland fire modeling with high-resolution 3D fuel data and data assimilation	18
Theory for and from agent-based modelling: Insights from a virtual special issue and a vision	18
A user-friendly software for modelling extreme values: EXTRASTAR (EXTRemes Abacus for STAtistical Regionalization)	18
Leveraging data-driven and procedural methods for generating high-fidelity visualizations of real forests	18
A network design approach for citizen science-satellite monitoring of surface water volume changes in Bangladesh	17
Deep learning framework with Bayesian data imputation for modelling and forecasting groundwater levels	17
MultiRS flood mapper: a google earth engine application for water extent mapping with multimodal remote sensing and quantile-based postprocessing	17
Integrated modeling of the generation, attenuation, and transport of point-source pollutants at the watershed-scale using SWAT+	17
A cluster-based temporal attention approach for predicting cyclone-induced compound flood dynamics	17
SSIMS-Flow: Image velocimetry workbench for open-channel flow rate estimation	17
Uncertainty quantification of wind gust predictions in the northeast United States: An evidential neural network and explainable artificial intelligence approach	17
FeliX 2.0: An integrated model of climate, economy, environment, and society interactions	17
Comparison of two modelling strategies for 2D large-scale flood simulations	17
A novel hybrid model for hourly PM2.5 prediction considering air pollution factors, meteorological parameters and GNSS-ZTD	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	17
Climate matching with the climatchR R package	16
FlorID – A nationwide identification service for plants from photos and habitat information	16
Accurate calibration of hydrological models with evolutionary computation multi-method ensembles	16

Strategic model reduction by analysing model sloppiness: A case study in coral calcification	16
climdex-kit: An open software for climate index calculation, sharing and analysis towards tailored climate services	16
A prototype adaptive mesh generator for enhancing computational efficiency and accuracy in physically-based modeling of flood-landslide hazards	16
Improving groundwater storage change estimates using time-lapse gravimetry with Gravi4GW	16
Optimizing soil remediation volumes via inverse analytical modeling	16
CLEAN - Collaborative low-cost environmental and air-quality network	16
Server-enabled mixed reality for flood risk communication: On-site visualization with digital twins and multi-client support	16
Impact of drought on de facto reuse and water quality in Lake Mead: Insights from hydrodynamic modeling versus machine learning	16
Editorial Board	16
Identification of metrics suitable for determining the features of real-world optimisation problems	16
Extending SC-PDSI-PM with neural network regression using GLDAS data and Permutation Feature Importance	16
A framework for the acceptance testing of geospatial search engines	16
Editorial Board	16
Coherent integration of the terrestrial hydrosphere: Needs and pathways for knowledge convergence	16
Climate change effects at basin-scale: Weathering rates and CO2 consumption assessment by using the reaction path modelling	16
Comparing the structural uncertainty and uncertainty management in four common Land Use Cover Change (LUCC) model software packages	15
Predicting massive floating macroalgal blooms in a regional sea	15
How can biosphere models simulate enough vegetation biomass in the mountains of the western United States? Implications of meteorological forcing	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
Inductive predictions of hydrologic events using a Long Short-Term Memory network and the Soil and Water Assessment Tool	15
Ecology-habitat-flow modular simulation model for the recommendation of river ecological flow combination	15
Aligning the achievement of SDGs with long-term sustainability and resilience: An OOBN modelling approach	15
Academic influence index evaluation report of geographic simulation models (2022)	15
An exceedance score for the assessment of the impact of nitrogen deposition on habitats in the UK	14
An operational IoT-based slope stability forecast using a digital twin	14
Testing APSIM in a complex saline coastal cropping environment	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
A technique for stream geometry estimation based on watershed morphometric characteristics	14
Quo vadis, agent-based modelling tools?	14
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)	14
SWAT-3PG: Improving forest growth simulation with a process-based forest model in SWAT	14
A framework based on statistical analysis and stakeholders’ preferences to inform weighting in composite indicators	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
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
NWTOPT – A hyperparameter optimization approach for selection of environmental model solver settings	14
VecLI: A framework for calculating vector landscape indices considering landscape fragmentation	14
Moving from single values to trade-off curves for assessing the performance of water resources systems under uncertainty	14
Heat wave tracker: A multi-method, multi-source heat wave measurement toolkit based on Google Earth Engine	14
How to keep it adequate: A protocol for ensuring validity in agent-based simulation	14
FIMserv v.1.0: A tool for streamlining Flood Inundation Mapping (FIM) using the United States operational hydrological forecasting framework	14
Editorial Board	13
stagg:: A data pre-processing R package for climate impacts analysis	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
Monitoring river flow status using low-cost wildlife camera and image segmentation artificial intelligence	13
Generating three-dimensional soil organic carbon density dataset by soil depth function and correction methods in Yangtze River Delta, China	13
Development of an inclusive, scalable, and flexible hydrologic modeling system: Establishing integrated flood simulation system at agricultural watersheds	13
Numerical analysis of the abiotic formation and distribution of the “iron curtain” in subterranean estuaries	13
A coordination attention residual U-Net model for enhanced short and mid-term sea surface temperature prediction	13
A review of economic calibrated mathematical programming models for agricultural water reallocation	13
A modified response matrix method to approximate SWAT for computationally intense applications	13
Incorporating Light Gradient Boosting Machine to land use regression model for estimating NO2 and PM2.5 levels in Kansai region, Japan	13
A database application framework toward data-driven vertical connectivity analysis of rivers	13
Development of a data-driven automatic unstructured mesh generation tool suitable for compound flooding studies	13
Web application of an integrated simulation for aquatic environment assessment in coastal and estuarine areas	13
TALKS: A systematic framework for resolving model-data discrepancies	13
Beyond prediction: An integrated post-hoc approach to interpret complex model in hydrometeorology	13
Groundwater-surface water interactions at wetland interface: Advancement in catchment system modeling	12
The Fogees system for forecasting particulate matter concentrations in urban areas	12
Coastal morphodynamic emulator for early warning short-term forecasts	12
Impact of model structure on radionuclide transport in urban stormwater	12
Enhancing hydrological modeling of ungauged watersheds through machine learning and physical similarity-based regionalization of calibration parameters	12
A framework for assessing the computational reproducibility of geo-simulation experiments	12
Extending our understanding on the retrievals of surface energy fluxes and surface soil moisture from the “triangle” technique	12
Inclusive simulation game development to enhance Florida research and management: Cedar Key oyster fishery	12
Quantifying phenological asynchrony of phyto- and zooplankton in response to changing temperature and nutrient conditions in Lake Müggelsee (Germany) by means of evolutionary computation	12
PLUME Dashboard: A free and open-source mobile air quality monitoring dashboard	12
Editorial Board	12
Cloud-based system for monitoring event-based hydrological processes based on dense sensor network and NB-IoT connectivity	12
Integrating remote sensing data with watershed-scale ecohydrological modeling in diverse forest and agricultural landscapes of the Upper Mississippi River Basin	12
Hydrologic information systems: An introductory overview	12
A review of machine learning methods for drought hazard monitoring and forecasting: Current research trends, challenges, and future research directions	12
Sequential surface and subsurface flow modeling in a tropical aquifer under different rainfall scenarios	12
Editorial Board	12
Enhancing algal bloom forecasting: A novel framework for machine learning performance evaluation during periods of special temporal patterns	12
Development of a component-based integrated modeling framework for urban flood simulation	12
PyLandslide: A Python tool for landslide susceptibility mapping and uncertainty analysis	12
A real-time and modular weather station software architecture based on microservices	11
Modeling lake recovery lag times following influent phosphorus loading reduction	11
Agent decision-making: The Elephant in the Room - Enabling the justification of decision model fit in social-ecological models	11
Integrating statistical and agent-based modelling for activity-based ambient air pollution exposure assessment	11
Towards a monitoring system of the sea state based on microseism and machine learning	11
An introduction to data-driven modelling of the water-energy-food-ecosystem nexus	11
Augmenting the National agroecosystem model with physically based spatially distributed groundwater modeling	11
Untangling the impacts of land cover representation and resampling in distributed hydrological model predictions	11
Community-enabled life-cycle assessment Stormwater Infrastructure Costs (CLASIC) tool	11
Loop then task: Hybridizing OpenMP parallelism to improve load balancing and memory efficiency in continental-scale longest flow path computation	11
Towerpy: An open-source toolbox for processing polarimetric weather radar data	11
A pattern recognition approach to identify biological clusters acquired by acoustic multi-beam in Kongsfjorden	11
Wikis as collaborative knowledge management tools in socio-environmental modelling studies	11
Shallow-water lee-side waves at obstacles: Experimental characterization and turbulent non-hydrostatic modeling using weighted-averaged residual equations	11
An open-source workflow for scaling burn severity metrics from drone to satellite to support post-fire watershed management	11
Modeling agent decision and behavior in the light of data science and artificial intelligence	11
Validating the effect of fuel moisture content by a multivalued operator in a simplified physical fire spread model	11