Geoscientific Model Development

Article	Citations
Indian Institute of Tropical Meteorology (IITM) High-Resolution Global Forecast Model version 1: an attempt to resolve monsoon prediction deadlock	1027
Deep learning for stochastic precipitation generation – deep SPG v1.0	407
TrackMatcher – a tool for finding intercepts in tracks of geographical positions	202
Conservation of heat and mass in P-SKRIPS version 1: the coupled atmosphere–ice–ocean model of the Ross Sea	130
Development of a plant carbon–nitrogen interface coupling framework in a coupled biophysical-ecosystem–biogeochemical model (SSiB5/TRIFFID/DayCent-SOM v1.0)	100
Explicit silicate cycling in the Kiel Marine Biogeochemistry Model version 3 (KMBM3) embedded in the UVic ESCM version 2.9	88
NEOPRENE v1.0.1: a Python library for generating spatial rainfall based on the Neyman–Scott process	81
Accurate assessment of land–atmosphere coupling in climate models requires high-frequency data output	80
Representing low-intensity fire sensible heat output in a mesoscale atmospheric model with a canopy submodel: a case study with ARPS-CANOPY (version 5.2.12)	76
Determining the sensitive parameters of the Weather Research and Forecasting (WRF) model for the simulation of tropical cyclones in the Bay of Bengal using global sensitivity analysis and machine lear	73
Transport parameterization of the Polar SWIFT model (version 2)	67
Optimization of weather forecasting for cloud cover over the European domain using the meteorological component of the Ensemble for Stochastic Integration of Atmospheric Simulations version 1.0	66
How does 4DVar data assimilation affect the vertical representation of mesoscale eddies? A case study with observing system simulation experiments (OSSEs) using ROMS v3.9	65
Accurate space-based NOx emission estimates with the flux divergence approach require fine-scale model information on local oxidation chemistry and profile shapes	62
The Tropical Basin Interaction Model Intercomparison Project (TBIMIP)	60
PALM-SLUrb v24.04: a single-layer urban canopy model for the PALM model system – model description and first evaluation	57
DalROMS-NWA12 v1.0, a coupled circulation–ice–biogeochemistry modelling system for the northwest Atlantic Ocean: development and validation	55
Non-Redfieldian carbon model for the Baltic Sea (ERGOM version 1.2) – implementation and budget estimates	55
GEO4PALM v1.1: an open-source geospatial data processing toolkit for the PALM model system	50
A new vertical reduction model for enhancing the interpolation accuracy of VMF1/VMF3 tropospheric delay products	49
SuperflexPy 1.3.0: an open-source Python framework for building, testing, and improving conceptual hydrological models	49
A unified framework to estimate the origins of atmospheric moisture and heat using Lagrangian models	49
Reproducible and relocatable regional ocean modelling: fundamentals and practices	47
Fast and accurate learned multiresolution dynamical downscaling for precipitation	46
Emulating lateral gravity wave propagation in a global chemistry–climate model (EMAC v2.55.2) through horizontal flux redistribution	46

An along-track Biogeochemical Argo modelling framework: a case study of model improvements for the Nordic seas	45
The eWaterCycle platform for open and FAIR hydrological collaboration	42
Continental-scale evaluation of a fully distributed coupled land surface and groundwater model, ParFlow-CLM (v3.6.0), over Europe	42
Testing stomatal models at the stand level in deciduous angiosperm and evergreen gymnosperm forests using CliMA Land (v0.1)	41
Conservation laws in a neural network architecture: enforcing the atom balance of a Julia-based photochemical model (v0.2.0)	40
GLOBGM v1.0: a parallel implementation of a 30 arcsec PCR-GLOBWB-MODFLOW global-scale groundwater model	40
Monsoon Mission Coupled Forecast System version 2.0: model description and Indian monsoon simulations	39
CHONK 1.0: landscape evolution framework: cellular automata meets graph theory	39
A daily highest air temperature estimation method and spatial–temporal changes analysis of high temperature in China from 1979 to 2018	38
Climate projections over the Great Lakes Region: using two-way coupling of a regional climate model with a 3-D lake model	37
AvaFrame com1DFA (v1.3): a thickness-integrated computational avalanche module – theory, numerics, and testing	36
Large-eddy simulations with ClimateMachine v0.2.0: a new open-source code for atmospheric simulations on GPUs and CPUs	35
High-resolution modeling of the distribution of surface air pollutants and their intercontinental transport by a global tropospheric atmospheric chemistry source–receptor model (GNAQPMS-SM)	35
PyEt v1.3.1: a Python package for the estimation of potential evapotranspiration	35
Climate model downscaling in central Asia: a dynamical and a neural network approach	34
Computationally efficient parameter estimation for high-dimensional ocean biogeochemical models	33
The XSO framework (v0.1) and Phydra library (v0.1) for a flexible, reproducible, and integrated plankton community modeling environment in Python	33
Hydrological modelling on atmospheric grids: using graphs of sub-grid elements to transport energy and water	33
Plume spreading test case for coastal ocean models	33
The sensitivity of simulated aerosol climatic impact to domain size using regional model (WRF-Chem v3.6)	32
Development of an open-source regional data assimilation system in PEcAn v. 1.7.2: application to carbon cycle reanalysis across the contiguous US using SIPNET	31
A new snow module improves predictions of the isotope-enabled MAIDENiso forest growth model	31
A three-dimensional variational data assimilation system for aerosol optical properties based on WRF-Chem v4.0: design, development, and application of assimilating Himawari-8 aerosol observations	31
Development and evaluation of the Aerosol Forecast Member in the National Center for Environment Prediction (NCEP)'s Global Ensemble Forecast System (GEFS-Aerosols v1)	31
Locating trees to mitigate outdoor radiant load of humans in urban areas using a metaheuristic hill-climbing algorithm – introducing TreePlanter v1.0	30
pathways-ensemble-analysis v1.1.0: an open-source library for systematic and robust analysis of pathway ensembles	30
Updating the radiation infrastructure in MESSy (based on MESSy version 2.55)	30
Numerical stabilization methods for level-set-based ice front migration	30
Porting the Meso-NH atmospheric model on different GPU architectures for the next generation of supercomputers (version MESONH-v55-OpenACC)	29
Improving scalability of Earth system models through coarse-grained component concurrency – a case study with the ICON v2.6.5 modelling system	29
Spatial agents for geological surface modelling	29
LISFLOOD-FP 8.1: new GPU-accelerated solvers for faster fluvial/pluvial flood simulations	28
Challenges of high-fidelity air quality modeling in urban environments – PALM sensitivity study during stable conditions	28
SCIATRAN software package (V4.6): update and further development of aerosol, clouds, surface reflectance databases and models	28
Spatially varying parameters improve carbon cycle modeling in the Amazon rainforest with ORCHIDEE r8849	28
Least travel time ray tracer version 2 (LTT v2) adapted to the grid geometry of the OpenIFS atmospheric model	28
Calibrating the soil organic carbon model Yasso20 with multiple datasets	28
Terrestrial Ecosystem Model in R (TEMIR) version 1.0: simulating ecophysiological responses of vegetation to atmospheric chemical and meteorological changes	28
Impacts of spatial heterogeneity of anthropogenic aerosol emissions in a regionally refined global aerosol–climate model	27
Monte Carlo drift correction – quantifying the drift uncertainty of global climate models	27
Using EUREC4A/ATOMIC field campaign data to improve trade wind regimes in the Community Atmosphere Model	27
HIDRA2: deep-learning ensemble sea level and storm tide forecasting in the presence of seiches – the case of the northern Adriatic	27
The Moist Quasi-Geostrophic Coupled Model: MQ-GCM 2.0	27
S2P3-R v2.0: computationally efficient modelling of shelf seas on regional to global scales	26
Carbon isotopes in the marine biogeochemistry model FESOM2.1-REcoM3	26
RoadSurf 1.1: open-source road weather model library	26
ParticleDA.jl v.1.0: a distributed particle-filtering data assimilation package	26
STORM v.2: A simple, stochastic rainfall model for exploring the impacts of climate and climate change at and near the land surface in gauged watersheds	26
Challenges of constructing and selecting the “perfect” boundary conditions for the large-eddy simulation model PALM	25
Split-explicit external mode solver in the finite volume sea ice–ocean model FESOM2	25

A Bayesian data assimilation framework for lake 3D hydrodynamic models with a physics-preserving particle filtering method using SPUX-MITgcm v1	25
Modelling the role of livestock grazing in C and N cycling in grasslands with LPJmL5.0-grazing	25
Intercomparison of the weather and climate physics suites of a unified forecast–climate model system (GRIST-A22.7.28) based on single-column modeling	25
Modeling reservoir surface temperatures for regional and global climate models: a multi-model study on the inflow and level variation effects	25
CARIB12: a regional Community Earth System Model/Modular Ocean Model 6 configuration of the Caribbean Sea	24
Using automatic calibration to improve the physics behind complex numerical models: an example from a 3D lake model using Delft3D (v6.02.10) and DYNO-PODS (v1.0)	24
Correction of sea surface biases in the NEMO ocean general circulation model using neural networks	24
Geometric remapping of particle distributions in the Discrete Element Model for Sea Ice (DEMSI v0.0)	24
The Intelligent Prospector v1.0: geoscientific model development and prediction by sequential data acquisition planning with application to mineral exploration	24
Mitigating hail overforecasting in the two-moment Milbrandt–Yau microphysics scheme (v2.25.2_beta_04) in WRF (v4.5.1) by incorporating the graupel spongy wet growth process (MY2_GSWG v1.0)	24
Assimilation of snow water equivalent from AMSR2 and IMS satellite data utilizing the local ensemble transform Kalman filter	24
Novel coupled permafrost–forest model (LAVESI–CryoGrid v1.0) revealing the interplay between permafrost, vegetation, and climate across eastern Siberia	24
SITool (v1.0) – a new evaluation tool for large-scale sea ice simulations: application to CMIP6 OMIP	24
A multi-pollutant and multi-sectorial approach to screening the consistency of emission inventories	23
ICON-Sapphire: simulating the components of the Earth system and their interactions at kilometer and subkilometer scales	23
A two-way coupled regional urban–street network air quality model system for Beijing, China	23
Ocean biogeochemistry in the coupled ocean–sea ice–biogeochemistry model FESOM2.1–REcoM3	23
Hybrid ensemble-variational data assimilation in ABC-DA within a tropical framework	23
Forecasting contrail climate forcing for flight planning and air traffic management applications: the CocipGrid model in pycontrails 0.51.0	23
How non-equilibrium aerosol chemistry impacts particle acidity: the GMXe AERosol CHEMistry (GMXe–AERCHEM, v1.0) sub-submodel of MESSy	22
Implementation of a new crop phenology and irrigation scheme in the ISBA land surface model using SURFEX_v8.1	22
A comparison of Eulerian and Lagrangian methods for vertical particle transport in the water column	22
Optimized step size control within the Rosenbrock solvers for stiff chemical ordinary differential equation systems in KPP version 2.2.3_rs4	22
The need for carbon-emissions-driven climate projections in CMIP7	22
CliffDelineaTool v1.2.0: an algorithm for identifying coastal cliff base and top positions	22
GEOCLIM7, an Earth system model for multi-million-year evolution of the geochemical cycles and climate	22
Assessment of object-based indices to identify convective organization	22
Simulation of the heat mitigation potential of unsealing measures in cities by parameterizing grass grid pavers for urban microclimate modelling with ENVI-met (V5)	21
The High-resolution Intermediate Complexity Atmospheric Research (HICAR v1.1) model enables fast dynamic downscaling to the hectometer scale	21
Simulation of crop yield using the global hydrological model H08 (crp.v1)	21
SSolar-GOA v1.0: a simple, fast, and accurate Spectral SOLAR radiative transfer model for clear skies	21
PARASO, a circum-Antarctic fully coupled ice-sheet–ocean–sea-ice–atmosphere–land model involving f.ETISh1.7, NEMO3.6, LIM3.6, COSMO5.0 and CLM4.5	21
The wave-age-dependent stress parameterisation (WASP) for momentum and heat turbulent fluxes at sea in SURFEX v8.1	20
Simple process-led algorithms for simulating habitats (SPLASH v.2.0): robust calculations of water and energy fluxes	20
Mixed-precision computing in the GRIST dynamical core for weather and climate modelling	20
Carbon Monitor Power-Simulators (CMP-SIM v1.0) across countries: a data-driven approach to simulate daily power generation	20
Towards deep-learning solutions for classification of automated snow height measurements (CleanSnow v1.0.2)	20
A fast surrogate model for 3D Earth glacial isostatic adjustment using Tensorflow (v2.8.0) artificial neural networks	20
Modelling the water isotope distribution in the Mediterranean Sea using a high-resolution oceanic model (NEMO-MED12-watiso v1.0): evaluation of model results against in situ observations	20
SynRad v1.0: a radar forward operator to simulate synthetic weather radar observations from volcanic ash clouds	20
CREST-VEC: a framework towards more accurate and realistic flood simulation across scales	19
A modeling framework to understand historical and projected ocean climate change in large coupled ensembles	19
Turbidity maximum zone index: a novel model for remote extraction of the turbidity maximum zone in different estuaries	19
Fluvial flood inundation and socio-economic impact model based on open data	19
sedInterFoam 1.0: a three-phase numerical model for sediment transport applications with free surfaces	19
CD-type discretization for sea ice dynamics in FESOM version 2	19
Fast approximate Barnes interpolation: illustrated by Python-Numba implementation fast-barnes-py v1.0	19
The Whole Antarctic Ocean Model (WAOM v1.0): development and evaluation	19
A comparative analysis for a deep learning model (hyDL-CO v1.0) and Kalman filter to predict CO concentrations in China	19
Data assimilation sensitivity experiments in the East Auckland Current system using 4D-Var	19
Grid refinement in ICON v2.6.4	19
Energy-conserving physics for nonhydrostatic dynamics in mass coordinate models	19
Effects of point source emission heights in WRF–STILT: a step towards exploiting nocturnal observations in models	19
An ensemble Kalman filter-based ocean data assimilation system improved by adaptive observation error inflation (AOEI)	19
Tuning the ICON-A 2.6.4 climate model with machine-learning-based emulators and history matching	18
MEDFATE 2.9.3: a trait-enabled model to simulate Mediterranean forest function and dynamics at regional scales	18
Modeling sensitivities of BVOCs to different versions of MEGAN emission schemes in WRF-Chem (v3.6) and its impacts over eastern China	18
DeepISMNet: three-dimensional implicit structural modeling with convolutional neural network	18
ForamEcoGEnIE 2.0: incorporating symbiosis and spine traits into a trait-based global planktic foraminiferal model	18
Soil-related developments of the Biome-BGCMuSo v6.2 terrestrial ecosystem model	18
The ddeq Python library for point source quantification from remote sensing images (version 1.0)	18
Systematic and objective evaluation of Earth system models: PCMDI Metrics Package (PMP) version 3	18
Empirical values and assumptions in the convection schemes of numerical models	18
Updates and evaluation of NOAA's online-coupled air quality model version 7 (AQMv7) within the Unified Forecast System	18
Better calibration of cloud parameterizations and subgrid effects increases the fidelity of the E3SM Atmosphere Model version 1	18
BOATSv2: new ecological and economic features improve simulations of high seas catch and effort	18
Assimilation of GNSS tropospheric gradients into the Weather Research and Forecasting (WRF) model version 4.4.1	18
The importance of turbulent ocean–sea ice nutrient exchanges for simulation of ice algal biomass and production with CICE6.1 and Icepack 1.2	18
jsmetrics v0.2.0: a Python package for metrics and algorithms used to identify or characterise atmospheric jet streams	18
SymPKF (v1.0): a symbolic and computational toolbox for the design of parametric Kalman filter dynamics	18
Bayesian atmospheric correction over land: Sentinel-2/MSI and Landsat 8/OLI	18
A lumped species approach for the simulation of secondary organic aerosol production from intermediate-volatility organic compounds (IVOCs): application to road transport in PMCAMx-iv (v1.0)	17
MESSAGEix-GLOBIOM nexus module: integrating water sector and climate impacts	17
Reservoir Assessment Tool version 3.0: a scalable and user-friendly software platform to mobilize the global water management community	17
Further improvement and evaluation of nudging in the E3SM Atmosphere Model version 1 (EAMv1): simulations of the mean climate, weather events, and anthropogenic aerosol effects	17
Explicit stochastic advection algorithms for the regional-scale particle-resolved atmospheric aerosol model WRF-PartMC (v1.0)	17
Computation of longwave radiative flux and vertical heating rate with 4A-Flux v1.0 as an integral part of the radiative transfer code 4A/OP v1.5	17
Developing a parsimonious canopy model (PCM v1.0) to predict forest gross primary productivity and leaf area index of deciduous broad-leaved forest	17
A wave-resolving two-dimensional vertical Lagrangian approach to model microplastic transport in nearshore waters based on TrackMPD 3.0	17
DEUCE v1.0: a neural network for probabilistic precipitation nowcasting with aleatoric and epistemic uncertainties	17

An empirical model to calculate snow depth from daily snow water equivalent: SWE2HS 1.0	17
CSDMS Data Components: data–model integration tools for Earth surface processes modeling	16
Random forests with spatial proxies for environmental modelling: opportunities and pitfalls	16
Mineral dust cycle in the Multiscale Online Nonhydrostatic AtmospheRe CHemistry model (MONARCH) Version 2.0	16
Implementing a dynamic representation of fire and harvest including subgrid-scale heterogeneity in the tile-based land surface model CLASSIC v1.45	16
A circulation-based performance atlas of the CMIP5 and 6 models for regional climate studies in the Northern Hemisphere mid-to-high latitudes	16
Importance of different parameterization changes for the updated dust cycle modeling in the Community Atmosphere Model (version 6.1)	16
Evaluating a reservoir parametrization in the vector-based global routing model mizuRoute (v2.0.1) for Earth system model coupling	16
All aboard! Earth system investigations with the CH2O-CHOO TRAIN v1.0	16
Technical descriptions of the experimental dynamical downscaling simulations over North America by the CAM–MPAS variable-resolution model	16
China Wildfire Emission Dataset (ChinaWED v1) for the period 2012–2022	16
TROLL 4.0: representing water and carbon fluxes, leaf phenology, and intraspecific trait variation in a mixed-species individual-based forest dynamics model – Part 1: Model description	16
Modeling boreal forest soil dynamics with the microbially explicit soil model MIMICS+ (v1.0)	16
Accounting for forest management in the estimation of forest carbon balance using the dynamic vegetation model LPJ-GUESS (v4.0, r9710): implementation and evaluation of simulations for Europe	16
Bulk hydrometeor optical properties for microwave and sub-millimetre radiative transfer in RTTOV-SCATT v13.0	16
Refactoring the elastic–viscous–plastic solver from the sea ice model CICE v6.5.1 for improved performance	16
CoCoMET v1.0: a unified open-source toolkit for atmospheric object tracking and analysis	16
Recalibration of a three-dimensional water quality model with a newly developed autocalibration toolkit (EFDC-ACT v1.0.0): how much improvement will be achieved with a wider hydrological variability?	16
DECIPHeR-GW v1: a coupled hydrological model with improved representation of surface–groundwater interactions	16
HTAP3 Fires: towards a multi-model, multi-pollutant study of fire impacts	16
Model calibration using ESEm v1.1.0 – an open, scalable Earth system emulator	15
A micro-genetic algorithm (GA v1.7.1a) for combinatorial optimization of physics parameterizations in the Weather Research and Forecasting model (v4.0.3) for quantitative precipitation forecast in Kor	15
Impacts of the ice-particle size distribution shape parameter on climate simulations with the Community Atmosphere Model Version 6 (CAM6)	15
The Ross Sea and Amundsen Sea Ice–Sea Model (RAISE v1.0): a high-resolution ocean–sea ice–ice shelf coupling model for simulating the Dense Shelf Water and Antarctic Bottom Water in the Ross Sea, A	15
HOTSSea v1: a NEMO-based physical Hindcast of the Salish Sea (1980–2018) supporting ecosystem model development	15
SNICAR-ADv3: a community tool for modeling spectral snow albedo	15
Impacts of a revised surface roughness parameterization in the Community Land Model 5.1	15
Development of a total variation diminishing (TVD) sea ice transport scheme and its application in an ocean (SCHISM v5.11) and sea ice (Icepack v1.3.4) coupled model on unstructured grids	15
The unicellular NUM v.0.91: a trait-based plankton model evaluated in two contrasting biogeographic provinces	15
The real challenges for climate and weather modelling on its way to sustained exascale performance: a case study using ICON (v2.6.6)	15
Arctic Ocean simulations in the CMIP6 Ocean Model Intercomparison Project (OMIP)	15
From weather data to river runoff: using spatiotemporal convolutional networks for discharge forecasting	15
Introducing the VIIRS-based Fire Emission Inventory version 0 (VFEIv0)	15
An optimal transformation method for inferring ocean tracer sources and sinks	15
RavenR v2.1.4: an open-source R package to support flexible hydrologic modelling	15
Development of aerosol optical properties for improving the MESSy photolysis module in the GEM-MACH v2.4 air quality model and application for calculating photolysis rates in a biomass burning plume	15
Bedymo: a combined quasi-geostrophic and primitive equation model in σ coordinates	15
Intercomparison of four algorithms for detecting tropical cyclones using ERA5	15
Efficient and stable coupling of the SuperdropNet deep-learning-based cloud microphysics (v0.1.0) with the ICON climate and weather model (v2.6.5)	14
Comprehensive evaluation of iAMAS (v1.0) in simulating Antarctic meteorological fields with observations and reanalysis	14
Improved representation of the contemporary Greenland ice sheet firn layer by IMAU-FDM v1.2G	14
Earth system modeling of mercury using CESM2 – Part 1: Atmospheric model CAM6-Chem/Hg v1.0	14
An improved method of the Globally Resolved Energy Balance model by the Bayesian networks	14
A dynamical core based on a discontinuous Galerkin method for higher-order finite-element sea ice modeling	14
A revised ocean mixed layer model for better simulating the diurnal variation in ocean skin temperature	14
Accounting for effects of coagulation and model uncertainties in particle number concentration estimates based on measurements from sampling lines – a Bayesian inversion approach with SLIC v1.0	14
Robust 4D climate-optimal flight planning in structured airspace using parallelized simulation on GPUs: ROOST V1.0	14
HETerogeneous vectorized or Parallel (HETPv1.0): an updated inorganic heterogeneous chemistry solver for the metastable-state NH4+–Na+–Ca2+–K+–Mg	14
Assessing the benefits of approximately exact step sizes for Picard and Newton solver in simulating ice flow (FEniCS-full-Stokes v.1.3.2)	14
ECOSMO II(CHL): a marine biogeochemical model for the North Atlantic and the Arctic	14
A modern-day Mars climate in the Met Office Unified Model: dry simulations	14
Air Control Toolbox (ACT_v1.0): a flexible surrogate model to explore mitigation scenarios in air quality forecasts	14
PaleoSTeHM v1.0: a modern, scalable spatiotemporal hierarchical modeling framework for paleo-environmental data	14
Barents-2.5km v2.0: an operational data-assimilative coupled ocean and sea ice ensemble prediction model for the Barents Sea and Svalbard	13
Benchmarking GOCART-2G in the Goddard Earth Observing System (GEOS)	13
AdaScape 1.0: a coupled modelling tool to investigate the links between tectonics, climate, and biodiversity	13
Evaluation of dust emission and land surface schemes in predicting a mega Asian dust storm over South Korea using WRF-Chem	13
The Multi-Compartment Hg Modeling and Analysis Project (MCHgMAP): mercury modeling to support international environmental policy	13
Amending the algorithm of aerosol–radiation interactions in WRF-Chem (v4.4)	13
Open boundary conditions for atmospheric large-eddy simulations and their implementation in DALES4.4	13
WRF–ML v1.0: a bridge between WRF v4.3 and machine learning parameterizations and its application to atmospheric radiative transfer	13
TIM: modelling pathways to meet Ireland's long-term energy system challenges with the TIMES-Ireland Model (v1.0)	13
Moana Ocean Hindcast – a  > 25-year simulation for New Zealand waters using the Regional Ocean Modeling System (ROMS) v3.9 model	13
Integrated Methane Inversion (IMI 1.0): a user-friendly, cloud-based facility for inferring high-resolution methane emissions from TROPOMI satellite observations	13
LM4-SHARC v1.0: resolving the catchment-scale soil–hillslope aquifer–river continuum for the GFDL Earth system modeling framework	13
Stable climate simulations using a realistic general circulation model with neural network parameterizations for atmospheric moist physics and radiation processes	13
An updated non-intrusive, multi-scale, and flexible coupling interface in WRF 4.6.0	13
Simulation of organics in the atmosphere: evaluation of EMACv2.54 with the Mainz Organic Mechanism (MOM) coupled to the ORACLE (v1.0) submodel	13
Benchmarking the vertically integrated ice-sheet model IMAU-ICE (version 2.0)	13
Implementation of HONO into the chemistry–climate model CHASER (V4.0): roles in tropospheric chemistry	13
GOBLIN version 1.0: a land balance model to identify national agriculture and land use pathways to climate neutrality via backcasting	13
Modular Assessment of Rainfall–Runoff Models Toolbox (MARRMoT) v2.1: an object-oriented implementation of 47 established hydrological models for improved speed and readability	13
Reconciling surface deflections from simulations of global mantle convection	13
Atmospheric river representation in the Energy Exascale Earth System Model (E3SM) version 1.0	13
Implementing a process-based representation of soil water movement in a second-generation dynamic vegetation model: application to dryland ecosystems (LPJ-GUESS-RE v1.0)	13
The 4D reconstruction of dynamic geological evolution processes for renowned geological features	12
Enhanced ocean wave modeling by including effect of breaking under both deep- and shallow-water conditions	12
FootNet v1.0: development of a machine learning emulator of atmospheric transport	12
An extension of WeatherBench 2 to binary hydroclimatic forecasts	12
Diagnosis of winter precipitation types using the spectral bin model (version 1DSBM-19M): comparison of five methods using ICE-POP 2018 field experiment data	12
A revised model of global silicate weathering considering the influence of vegetation cover on erosion rate	12
DNS (v1.0): an open-source ray-tracing tool for space geodetic techniques	12
J-GAIN v1.1: a flexible tool to incorporate aerosol formation rates obtained by molecular models into large-scale models	12
Spurious numerical mixing under strong tidal forcing: a case study in the south-east Asian seas using the Symphonie model (v3.1.2)	12
POET (v0.1): speedup of many-core parallel reactive transport simulations with fast DHT lookups	12
Multidecadal and climatological surface current simulations for the southwestern Indian Ocean at 1∕50° resolution	12
GPU-HADVPPM V1.0: a high-efficiency parallel GPU design of the piecewise parabolic method (PPM) for horizontal advection in an air quality model (CAMx V6.10)	12
CropSuite v1.0 – a comprehensive open-source crop suitability model considering climate variability for climate impact assessment	12
DeepPhenoMem V1.0: deep learning modelling of canopy greenness dynamics accounting for multi-variate meteorological memory effects on vegetation phenology	12
Simulation model of Reactive Nitrogen Species in an Urban Atmosphere using a Deep Neural Network: RNDv1.0	12
A finite-element framework to explore the numerical solution of the coupled problem of heat conduction, water vapor diffusion, and settlement in dry snow (IvoriFEM v0.1.0)	12
Importance of ice nucleation and precipitation on climate with the Parameterization of Unified Microphysics Across Scales version 1 (PUMASv1)	12
DCMIP2016: the tropical cyclone test case	12
Modeling subgrid lake energy balance in ORCHIDEE terrestrial scheme using the FLake lake model	12
Towards physics-inspired data-driven weather forecasting: integrating data assimilation with a deep spatial-transformer-based U-NET in a case study with ERA5	12