Geoscientific Model Development

Article	Citations
A daily highest air temperature estimation method and spatial–temporal changes analysis of high temperature in China from 1979 to 2018	366
Development of a plant carbon–nitrogen interface coupling framework in a coupled biophysical-ecosystem–biogeochemical model (SSiB5/TRIFFID/DayCent-SOM v1.0)	161
Reproducible and relocatable regional ocean modelling: fundamentals and practices	131
Monsoon Mission Coupled Forecast System version 2.0: model description and Indian monsoon simulations	124
A close look at using national ground stations for the statistical modeling of NO 2	109
Coupling the TKE-ACM2 Planetary Boundary Layer Scheme with the Building Effect Parameterization Model	101
Data-Informed Inversion Model (DIIM): a framework to retrieve marine optical constituents using a three-stream irradiance model	87
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	79
Indian Institute of Tropical Meteorology (IITM) High-Resolution Global Forecast Model version 1: an attempt to resolve monsoon prediction deadlock	77
Deep learning for stochastic precipitation generation – deep SPG v1.0	76
An along-track Biogeochemical Argo modelling framework: a case study of model improvements for the Nordic seas	74
Stripe patterns in wind forecasts induced by physics-dynamics coupling on a staggered grid in CMA-GFS 3.0	69
DalROMS-NWA12 v1.0, a coupled circulation–ice–biogeochemistry modelling system for the northwest Atlantic Ocean: development and validation	66
Evaluation of atmospheric sulfur dioxide simulated with the EMAC (version 2.55) Chemistry–Climate Model using satellite and ground-based observations	61
Implementation of solar UV and energetic particle precipitation within the LINOZ scheme in ICON-ART	54
NutGEnIE 1.0: nutrient cycle extensions to the cGEnIE Earth system model to examine the long-term influence of nutrients on oceanic primary production	51
Representing dynamic grassland density in the land surface model ORCHIDEE r9010	51
Transport parameterization of the Polar SWIFT model (version 2)	51
NEOPRENE v1.0.1: a Python library for generating spatial rainfall based on the Neyman–Scott process	50
The Tropical Basin Interaction Model Intercomparison Project (TBIMIP)	49
Conservation of heat and mass in P-SKRIPS version 1: the coupled atmosphere–ice–ocean model of the Ross Sea	49
FRIDA-Clim v1.0.1: a simple climate model with process-based carbon cycle used in the integrated assessment model FRIDAv2.1	49
TrackMatcher – a tool for finding intercepts in tracks of geographical positions	49
Accurate space-based NO x emission estimates with the flux divergence approach require fine-scale	45
PALM-SLUrb v24.04: a single-layer urban canopy model for the PALM model system – model description and first evaluation	45

Computationally efficient parameter estimation for high-dimensional ocean biogeochemical models	45
CHONK 1.0: landscape evolution framework: cellular automata meets graph theory	45
Large-eddy simulations with ClimateMachine v0.2.0: a new open-source code for atmospheric simulations on GPUs and CPUs	45
Hydrological modelling on atmospheric grids: using graphs of sub-grid elements to transport energy and water	45
AvaFrame com1DFA (v1.3): a thickness-integrated computational avalanche module – theory, numerics, and testing	44
The path to FAIR research models: lessons learned	44
PM 2.5 assimilation within JEDI for NOAA's regional Air Quality Model (AQMv7): application to the September 2020 Western US wildfires	43
A new vertical reduction model for enhancing the interpolation accuracy of VMF1/VMF3 tropospheric delay products	43
Continental-scale evaluation of a fully distributed coupled land surface and groundwater model, ParFlow-CLM (v3.6.0), over Europe	43
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	43
Non-Redfieldian carbon model for the Baltic Sea (ERGOM version 1.2) – implementation and budget estimates	40
Accurate assessment of land–atmosphere coupling in climate models requires high-frequency data output	38
Climate model downscaling in central Asia: a dynamical and a neural network approach	38
NoahPy: a differentiable Noah land surface model for simulating permafrost thermo-hydrology	38
PyEt v1.3.1: a Python package for the estimation of potential evapotranspiration	37
Emulating lateral gravity wave propagation in a global chemistry–climate model (EMAC v2.55.2) through horizontal flux redistribution	36
GLOBGM v1.0: a parallel implementation of a 30 arcsec PCR-GLOBWB-MODFLOW global-scale groundwater model	35
The XSO framework (v0.1) and Phydra library (v0.1) for a flexible, reproducible, and integrated plankton community modeling environment in Python	35
Enhancing simulations of snowpack properties in land surface models with the Soil, Vegetation and Snow scheme v2.0 (SVS2)	35
GEO4PALM v1.1: an open-source geospatial data processing toolkit for the PALM model system	35
Least travel time ray tracer version 2 (LTT v2) adapted to the grid geometry of the OpenIFS atmospheric model	34
A modelling system for identification of maize ideotypes, optimal sowing dates and nitrogen fertilization under climate change – PREPCLIM-v1	34
Terrestrial Ecosystem Model in R (TEMIR) version 1.0: simulating ecophysiological responses of vegetation to atmospheric chemical and meteorological changes	34
Updating the radiation infrastructure in MESSy (based on MESSy version 2.55)	33
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)	33
Assessment of object-based indices to identify convective organization	33
Using EUREC 4 A/ATOMIC field campaign data to improve trade wind regimes in the Community Atmosphere Model	33
A bound-constrained formulation for complex solution phase minimization	32
RoadSurf 1.1: open-source road weather model library	32
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)	32
Monte Carlo drift correction – quantifying the drift uncertainty of global climate models	31
A comparison of Eulerian and Lagrangian methods for vertical particle transport in the water column	31
IPSL-Perm-LandN: improving the IPSL Earth System Model to represent permafrost carbon-nitrogen interactions	31
Improving scalability of Earth system models through coarse-grained component concurrency – a case study with the ICON v2.6.5 modelling system	31
Split-explicit external mode solver in the finite volume sea ice–ocean model FESOM2	30
Recognizing spatial geochemical anomaly patterns using deformable convolutional networks guided with geological knowledge	30
pathways-ensemble-analysis v1.1.0: an open-source library for systematic and robust analysis of pathway ensembles	30
BuRNN (v1.0): a data-driven fire model	30
The Moist Quasi-Geostrophic Coupled Model: MQ-GCM 2.0	30
Impact of soil heterogeneity and lateral heat fluxes on soil temperature simulations in a permafrost-affected soil	29
Correction of sea surface biases in the NEMO ocean general circulation model using neural networks	29
CARIB12: a regional Community Earth System Model/Modular Ocean Model 6 configuration of the Caribbean Sea	29
Optimized step size control within the Rosenbrock solvers for stiff chemical ordinary differential equation systems in KPP version 2.2.3_rs4	29
Impacts of spatial heterogeneity of anthropogenic aerosol emissions in a regionally refined global aerosol–climate model	29
Automated forward and adjoint modelling of viscoelastic deformation of the solid Earth	29
Porting the Meso-NH atmospheric model on different GPU architectures for the next generation of supercomputers (version MESONH-v55-OpenACC)	29
A two-way coupled regional urban–street network air quality model system for Beijing, China	29
Assimilation of snow water equivalent from AMSR2 and IMS satellite data utilizing the local ensemble transform Kalman filter	28
Spatially varying parameters improve carbon cycle modeling in the Amazon rainforest with ORCHIDEE r8849	28
Approximating the universal thermal climate index using sparse regression with orthogonal polynomials	28

A high-resolution urban CO 2 transport model with anthropogenic and biogenic fluxes	27
Ocean biogeochemistry in the coupled ocean–sea ice–biogeochemistry model FESOM2.1–REcoM3	27
A novel ALE scheme with the internal boundary for true free surface simulation in geodynamic models	27
HIDRA2: deep-learning ensemble sea level and storm tide forecasting in the presence of seiches – the case of the northern Adriatic	27
The Intelligent Prospector v1.0: geoscientific model development and prediction by sequential data acquisition planning with application to mineral exploration	27
Pre-training for deep statistical climate downscaling: enhancing consistency and robustness across regional datasets	27
Computation of fish larvae self-recruitment in using forward- and backward-in-time particle tracking in a Lagrangian model (SWIM-v2.0) of the simulated circulation of Lake Erie (AEM3D-v1.1.2)	27
SCIATRAN software package (V4.6): update and further development of aerosol, clouds, surface reflectance databases and models	27
Intercomparison of the weather and climate physics suites of a unified forecast–climate model system (GRIST-A22.7.28) based on single-column modeling	27
Hybrid ensemble-variational data assimilation in ABC-DA within a tropical framework	27
JCM v1.1: a differentiable, intermediate-complexity atmospheric model	26
LISFLOOD-FP 8.1: new GPU-accelerated solvers for faster fluvial/pluvial flood simulations	26
How non-equilibrium aerosol chemistry impacts particle acidity: the GMXe AERosol CHEMistry (GMXe–AERCHEM, v1.0) sub-submodel of MESSy	26
Challenges of high-fidelity air quality modeling in urban environments – PALM sensitivity study during stable conditions	26
Carbon isotopes in the marine biogeochemistry model FESOM2.1-REcoM3	26
Numerical stabilization methods for level-set-based ice front migration	26
ICON-Sapphire: simulating the components of the Earth system and their interactions at kilometer and subkilometer scales	25
ParticleDA.jl v.1.0: a distributed particle-filtering data assimilation package	25
Implementation of a new crop phenology and irrigation scheme in the ISBA land surface model using SURFEX_v8.1	25
Modelling the role of livestock grazing in C and N cycling in grasslands with LPJmL5.0-grazing	25
Forecasting contrail climate forcing for flight planning and air traffic management applications: the CocipGrid model in pycontrails 0.51.0	25
A Bayesian data assimilation framework for lake 3D hydrodynamic models with a physics-preserving particle filtering method using SPUX-MITgcm v1	25
Challenges of constructing and selecting the “perfect” boundary conditions for the large-eddy simulation model PALM	25
GEOCLIM7, an Earth system model for multi-million-year evolution of the geochemical cycles and climate	25
The ocean model for E3SM global applications: Omega version 0.1.0 – a new high-performance computing code for exascale architectures	24
SynRad v1.0: a radar forward operator to simulate synthetic weather radar observations from volcanic ash clouds	24
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	24
The need for carbon-emissions-driven climate projections in CMIP7	24
CMIP7 data request: ocean and sea ice priorities and opportunities	24
TRACE-Python: tracer-based rapid anthropogenic carbon estimation implemented in Python (version 1.0)	23
Bayesian atmospheric correction over land: Sentinel-2/MSI and Landsat 8/OLI	23
sedInterFoam 1.0: a three-phase numerical model for sediment transport applications with free surfaces	23
PALM-meteo 2.8: Processor of PALM meteorological input data	23
Energy-conserving physics for nonhydrostatic dynamics in mass coordinate models	23
Modeling supercritical CO 2 flow and mineralization in reactive host rocks with PFLOTRAN v7.0	23
Assimilation of GNSS tropospheric gradients into the Weather Research and Forecasting (WRF) model version 4.4.1	23
MEDFATE 2.9.3: a trait-enabled model to simulate Mediterranean forest function and dynamics at regional scales	23
CREST-VEC: a framework towards more accurate and realistic flood simulation across scales	22
Towards deep-learning solutions for classification of automated snow height measurements (CleanSnow v1.0.2)	22
SNOWstorm (v1.0) – a deep-learning based model for near-surface winds and drifting snow in mountain environments	22
LISFLOOD-FP 8.2: GPU-accelerated multiwavelet discontinuous Galerkin solver with dynamic resolution adaptivity for rapid, multiscale flood simulation	22
A modeling framework to understand historical and projected ocean climate change in large coupled ensembles	22
G6-1.5K-MCB: Marine Cloud Brightening scenario design for the Geoengineering Model Intercomparison Project (GeoMIP) in CESM2.1, E3SMv2.0, and UKESM1.1	22
jsmetrics v0.2.0: a Python package for metrics and algorithms used to identify or characterise atmospheric jet streams	22
Calibrating the GAMIL3-1° climate model using a derivative-free optimization method	22
Data assimilation sensitivity experiments in the East Auckland Current system using 4D-Var	21
A fast surrogate model for 3D Earth glacial isostatic adjustment using Tensorflow (v2.8.0) artificial neural networks	21
BOATSv2: new ecological and economic features improve simulations of high seas catch and effort	21
Incorporation of lumped IVOC emissions into the ORACLE model (V1.1): a multi-product framework for assessing global SOA formation from internal combustion engines	21
Tuning the ICON-A 2.6.4 climate model with machine-learning-based emulators and history matching	21
Two-tier MOM6 regional modelling suite of the East Australian Current system	21
CD-type discretization for sea ice dynamics in FESOM version 2	21
Mixed-precision computing in the GRIST dynamical core for weather and climate modelling	21
Carbon Monitor Power-Simulators (CMP-SIM v1.0) across countries: a data-driven approach to simulate daily power generation	21
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	21
Experimental protocol for phase 1 of the APARC QUOCA (QUasibiennial oscillation and Ozone Chemistry interactions in the Atmosphere) working group	21
Simple process-led algorithms for simulating habitats (SPLASH v.2.0): robust calculations of water and energy fluxes	21
The wave-age-dependent stress parameterisation (WASP) for momentum and heat turbulent fluxes at sea in SURFEX v8.1	20
Modelling diffusion, decay and ingrowth of U–Pb isotopes in zircon	20
Fast approximate Barnes interpolation: illustrated by Python-Numba implementation fast-barnes-py v1.0	20
Simulation of the heat mitigation potential of unsealing measures in cities by parameterizing grass grid pavers for urban microclimate modelling with ENVI-met (V5)	20
Simulation of crop yield using the global hydrological model H08 (crp.v1)	20
A high-resolution coupled physical-biogeochemical model of the northeastern US continental shelf: MOM6-COBALT-NEUS25v1.0	20
An ensemble Kalman filter-based ocean data assimilation system improved by adaptive observation error inflation (AOEI)	20
Grid refinement in ICON v2.6.4	20
Systematic and objective evaluation of Earth system models: PCMDI Metrics Package (PMP) version 3	20
Fluvial flood inundation and socio-economic impact model based on open data	20
The ddeq Python library for point source quantification from remote sensing images (version 1.0)	20
CoCoMET v1.0: a unified open-source toolkit for atmospheric object tracking and analysis	19
Updates and evaluation of NOAA's online-coupled air quality model version 7 (AQMv7) within the Unified Forecast System	19
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)	19
The High-resolution Intermediate Complexity Atmospheric Research (HICAR v1.1) model enables fast dynamic downscaling to the hectometer scale	19
All aboard! Earth system investigations with the CH2O-CHOO TRAIN v1.0	19
Ammonia bidirectional flux model tailored for satellite retrieval parameter inversions	19
DeepISMNet: three-dimensional implicit structural modeling with convolutional neural network	19
ForamEcoGEnIE 2.0: incorporating symbiosis and spine traits into a trait-based global planktic foraminiferal model	19
Implementing a dynamic representation of fire and harvest including subgrid-scale heterogeneity in the tile-based land surface model CLASSIC v1.45	19
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	18
MESSAGEix-GLOBIOM nexus module: integrating water sector and climate impacts	18
Threshold atmospheric electric fields for initiating relativistic runaway electron avalanches: theoretical estimates and CORSIKA simulations	18

DEEP-SEAM: an explainable semi-supervised deep learning framework for mineral prospectivity mapping	18
An empirical model to calculate snow depth from daily snow water equivalent: SWE2HS 1.0	18
China Wildfire Emission Dataset (ChinaWED v1) for the period 2012–2022	18
Evaluating the impact of task aggregation in workflows with shared resource environments: use case for the MONARCH application	18
The coupled Southern Ocean–Sea ice–Ice shelf Model (SOSIM v1.0): configuration and evaluation	18
A Transformer-based agent model of GEOS-Chem v14.2.2 for informative prediction of PM 2.5 and O 3	18
Actionable reporting of CPU-GPU performance comparisons: insights from a CLUBB case study	18
Explicit stochastic advection algorithms for the regional-scale particle-resolved atmospheric aerosol model WRF-PartMC (v1.0)	18
Technical descriptions of the experimental dynamical downscaling simulations over North America by the CAM–MPAS variable-resolution model	18
ConcentrationTracker: Landlab components for tracking material concentrations in sediment	18
Introducing the VIIRS-based Fire Emission Inventory version 0 (VFEIv0)	17
REMO2020: a modernised modular regional climate model	17
Refactoring the elastic–viscous–plastic solver from the sea ice model CICE v6.5.1 for improved performance	17
DEUCE v1.0: a neural network for probabilistic precipitation nowcasting with aleatoric and epistemic uncertainties	17
Importance of different parameterization changes for the updated dust cycle modeling in the Community Atmosphere Model (version 6.1)	17
The microbial community model MCoM 1.0: a scalable framework for modelling phototroph–heterotrophic interactions in diverse microbial communities	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
Reservoir Assessment Tool version 3.0: a scalable and user-friendly software platform to mobilize the global water management community	17
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?	17
CMIP7 data request: impacts and adaptation priorities and opportunities	17
CSDMS Data Components: data–model integration tools for Earth surface processes modeling	17
smash v1.0: a differentiable and regionalizable high-resolution hydrological modeling and data assimilation framework	17
The ISIMIP groundwater sector: a framework for ensemble modeling of global change impacts on groundwater	17
DECIPHeR-GW v1: a coupled hydrological model with improved representation of surface–groundwater interactions	17
Comprehensive evaluation of iAMAS (v1.0) in simulating Antarctic meteorological fields with observations and reanalysis	16
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	16
ClimateBenchPress (v1.0): a benchmark for lossy compression of climate data	16
Modelling microplastic dynamics in estuaries: a comprehensive review, challenges, and recommendations	16
Evaluation of dust emission and land surface schemes in predicting a mega Asian dust storm over South Korea using WRF-Chem	16
Impacts of the ice-particle size distribution shape parameter on climate simulations with the Community Atmosphere Model Version 6 (CAM6)	16
The Multi-Compartment Hg Modeling and Analysis Project (MCHgMAP): mercury modeling to support international environmental policy	16
Developing a parsimonious canopy model (PCM v1.0) to predict forest gross primary productivity and leaf area index of deciduous broad-leaved forest	16
Modeling boreal forest soil dynamics with the microbially explicit soil model MIMICS+ (v1.0)	16
Random forests with spatial proxies for environmental modelling: opportunities and pitfalls	16
Benchmarking GOCART-2G in the Goddard Earth Observing System (GEOS)	16
Implementation of HONO into the chemistry–climate model CHASER (V4.0): roles in tropospheric chemistry	16
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)	16
Improvement of the Rnnmm-type climate index approach with a spatio-temporal model based on the Hawkes process	16
A wave-resolving two-dimensional vertical Lagrangian approach to model microplastic transport in nearshore waters based on TrackMPD 3.0	16
HTAP3 Fires: towards a multi-model, multi-pollutant study of fire impacts	16
Comparison of simulations from a state-of-the-art dynamic global vegetation model (LPJ-GUESS) driven by low- and high-resolution climate data	16
A revised ocean mixed layer model for better simulating the diurnal variation in ocean skin temperature	15
RavenR v2.1.4: an open-source R package to support flexible hydrologic modelling	15
An optimal transformation method for inferring ocean tracer sources and sinks	15
Open boundary conditions for atmospheric large-eddy simulations and their implementation in DALES4.4	15
AerChemMIP2 – unraveling the role of reactive gases, aerosol particles, and land use for air quality and climate change in CMIP7	15
PaleoSTeHM v1.0: a modern, scalable spatiotemporal hierarchical modeling framework for paleo-environmental data	15
Implementation of a dry deposition module (DEPAC v3.11_ext) in a large eddy simulation code (DALES v4.4)	15
Assessing the benefits of approximately exact step sizes for Picard and Newton solver in simulating ice flow (FEniCS-full-Stokes v.1.3.2)	15
LM4-SHARC v1.0: resolving the catchment-scale soil–hillslope aquifer–river continuum for the GFDL Earth system modeling framework	15
Improved representation of the contemporary Greenland ice sheet firn layer by IMAU-FDM v1.2G	15
CMIP7 data request: Earth system priorities and opportunities	15
On stabilisation of compositional density jumps in compressible mantle convection simulations	15
A dynamical core based on a discontinuous Galerkin method for higher-order finite-element sea ice modeling	15
Handling discontinuities in numerical ODE methods for Lagrangian oceanography	15
Modelling framework for asynchronous land-atmosphere coupling using NASA GISS ModelE (NASA-GISS E2.1) and LPJ-LMfire (v1.4.0): design, application and evaluation for the 2.5 ka period	15
DSCALE v0.1 – an open-source algorithm for downscaling regional and global mitigation pathways to the country level	15
Modular Assessment of Rainfall–Runoff Models Toolbox (MARRMoT) v2.1: an object-oriented implementation of 47 established hydrological models for improved speed and readability	14
Global climate modeling with improved precipitation characteristics by learning physics (GRIST-MPS v1.0) from global storm-resolving modeling	14
From weather data to river runoff: using spatiotemporal convolutional networks for discharge forecasting	14
Barents-2.5km v2.0: an operational data-assimilative coupled ocean and sea ice ensemble prediction model for the Barents Sea and Svalbard	14
Representing canopy structure dynamics within the LPJ-GUESS dynamic global vegetation model (revision 13221)	14
AdaScape 1.0: a coupled modelling tool to investigate the links between tectonics, climate, and biodiversity	14
An improved method of the Globally Resolved Energy Balance model by the Bayesian networks	14
Arctic Ocean simulations in the CMIP6 Ocean Model Intercomparison Project (OMIP)	14
EMMA-Tracker v1.0: a mesoscale convective system tracker and 27-year European observational climatology	14
WRF–ML v1.0: a bridge between WRF v4.3 and machine learning parameterizations and its application to atmospheric radiative transfer	14
Intercomparison of four algorithms for detecting tropical cyclones using ERA5	14
HETerogeneous vectorized or Parallel (HETPv1.0): an updated inorganic heterogeneous chemistry solver for the metastable-state NH 4 +	14
The unicellular NUM v.0.91: a trait-based plankton model evaluated in two contrasting biogeographic provinces	14
A modern-day Mars climate in the Met Office Unified Model: dry simulations	14
The real challenges for climate and weather modelling on its way to sustained exascale performance: a case study using ICON (v2.6.6)	14
Moana Ocean Hindcast – a  > 25-year simulation for New Zealand waters using the Regional Ocean Modeling System (ROMS) v3.9 model	14
Modeling PFAS in the global atmosphere – the PRIEST extension for the ICON-ART modeling framework	14
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	13
Robust 4D climate-optimal flight planning in structured airspace using parallelized simulation on GPUs: ROOST V1.0	13
Parameter estimation for ocean background vertical diffusivity coefficients in the Community Earth System Model (v1.2.1) and its impact on El Niño–Southern Oscillation forecasts	13
CANOPS-GRB v1.0: a new Earth system model for simulating the evolution of ocean–atmosphere chemistry over geologic timescales	13
Tensorweave 1.0: interpolating geophysical tensor fields with spatial neural networks	13
FZStats v1.0: a raster statistics toolbox for simultaneous management of spatial stratified heterogeneity and positional dependence in Python	13
HOTSSea v1: a NEMO-based physical Hindcast of the Salish Sea (1980–2018) supporting ecosystem model development	13
Spectral nudging impacts on precipitation downscaling in the Conformal Cubic Atmospheric Model, version CCAM-2504: insights from summer 2011	13
DNS (v1.0): an open-source ray-tracing tool for space geodetic techniques	13
Features of mid- and high-latitude low-level clouds and their relation to strong aerosol effects in the Energy Exascale Earth System Model version 2 (E3SMv2)	13
An emulation-based approach for interrogating reactive transport models	13
The 4D reconstruction of dynamic geological evolution processes for renowned geological features	13
Spherical air mass factors in one and two dimensions with SASKTRAN 1.6.0	13
Comparison of two Euler equation sets in a Discontinuous Galerkin solver for atmospheric modelling (BRIDGE v0.9)	13
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)	13
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	13
Tomofast-x 2.0: an open-source parallel code for inversion of potential field data with topography using wavelet compression	13
Development of the tangent linear and adjoint models of the global online chemical transport model MPAS-CO 2 v7.3	13
An updated non-intrusive, multi-scale, and flexible coupling interface in WRF 4.6.0	13
Implementation and application of ensemble optimal interpolation on an operational chemistry weather model for improving PM 2.5 and visibility predic	13
Scenario set-up and the new CMIP6-based climate-related forcings provided within the third round of the Inter-Sectoral Model Intercomparison Project (ISIMIP3b, group I and II)	13