Journal of Advances in Modeling Earth Systems

Papers
(The TQCC of Journal of Advances in Modeling Earth Systems is 8. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)
ArticleCitations
The GFDL Earth System Model Version 4.1 (GFDL‐ESM 4.1): Overall Coupled Model Description and Simulation Characteristics350
WeatherBench: A Benchmark Data Set for Data‐Driven Weather Forecasting194
An Unprecedented Set of High‐Resolution Earth System Simulations for Understanding Multiscale Interactions in Climate Variability and Change132
CMIP6 Simulations With the CMCC Earth System Model (CMCC‐ESM2)115
Data‐Driven Medium‐Range Weather Prediction With a Resnet Pretrained on Climate Simulations: A New Model for WeatherBench79
Description and Climate Simulation Performance of CAS‐ESM Version 269
Description of the NASA GEOS Composition Forecast Modeling System GEOS‐CF v1.067
Sub‐Seasonal Forecasting With a Large Ensemble of Deep‐Learning Weather Prediction Models67
Machine Learning for Model Error Inference and Correction64
Representation of Plant Hydraulics in the Noah‐MP Land Surface Model: Model Development and Multiscale Evaluation61
ENSO and Pacific Decadal Variability in the Community Earth System Model Version 259
Mean Squared Error, Deconstructed58
An Introduction to the E3SM Special Collection: Goals, Science Drivers, Development, and Analysis58
Simulations With the Marine Biogeochemistry Library (MARBL)52
CMIP6 Historical Simulations (1850–2014) With GISS‐E2.152
The DOE E3SM Model Version 2: Overview of the Physical Model and Initial Model Evaluation52
Machine Learning the Warm Rain Process46
Potential and Limitations of Machine Learning for Modeling Warm‐Rain Cloud Microphysical Processes46
Performance of the Taiwan Earth System Model in Simulating Climate Variability Compared With Observations and CMIP6 Model Simulations44
A Generative Deep Learning Approach to Stochastic Downscaling of Precipitation Forecasts44
Are Terrestrial Biosphere Models Fit for Simulating the Global Land Carbon Sink?43
Stochastic‐Deep Learning Parameterization of Ocean Momentum Forcing43
Machine Learning Emulation of Gravity Wave Drag in Numerical Weather Forecasting43
Evaluation of CMIP6 Global Climate Models for Simulating Land Surface Energy and Water Fluxes During 1979–201442
Convection‐Permitting Simulations With the E3SM Global Atmosphere Model42
Deep Learning for Improving Numerical Weather Prediction of Heavy Rainfall39
Data‐Driven Super‐Parameterization Using Deep Learning: Experimentation With Multiscale Lorenz 96 Systems and Transfer Learning39
Global Prediction of Soil Saturated Hydraulic Conductivity Using Random Forest in a Covariate‐Based GeoTransfer Function (CoGTF) Framework38
LGM Paleoclimate Constraints Inform Cloud Parameterizations and Equilibrium Climate Sensitivity in CESM237
Process‐Based Climate Model Development Harnessing Machine Learning: I. A Calibration Tool for Parameterization Improvement36
Accelerating Radiation Computations for Dynamical Models With Targeted Machine Learning and Code Optimization35
Correcting Coarse‐Grid Weather and Climate Models by Machine Learning From Global Storm‐Resolving Simulations35
The German Climate Forecast System: GCFS34
Improved Quantification of Ocean Carbon Uptake by Using Machine Learning to Merge Global Models and pCO2 Data34
Urban Morphological Parameters of the Main Cities in China and Their Application in the WRF Model34
One Stomatal Model to Rule Them All? Toward Improved Representation of Carbon and Water Exchange in Global Models34
Enhancing the Noah‐MP Ecosystem Response to Droughts With an Explicit Representation of Plant Water Storage Supplied by Dynamic Root Water Uptake33
Future Climate Change Under SSP Emission Scenarios With GISS‐E2.133
GFDL's SPEAR Seasonal Prediction System: Initialization and Ocean Tendency Adjustment (OTA) for Coupled Model Predictions32
A Deep Learning Approach to Spatiotemporal Sea Surface Height Interpolation and Estimation of Deep Currents in Geostrophic Ocean Turbulence32
Separating Physics and Dynamics Grids for Improved Computational Efficiency in Spectral Element Earth System Models31
Integrating Arctic Plant Functional Types in a Land Surface Model Using Above‐ and Belowground Field Observations31
Multicentennial Variability Driven by Salinity Exchanges Between the Atlantic and the Arctic Ocean in a Coupled Climate Model28
Evaluating the Impact of Chemical Complexity and Horizontal Resolution on Tropospheric Ozone Over the Conterminous US With a Global Variable Resolution Chemistry Model28
A Comprehensive Review of Specific Yield in Land Surface and Groundwater Studies28
Learning to Correct Climate Projection Biases28
Calibration and Uncertainty Quantification of Convective Parameters in an Idealized GCM28
Diffusion‐Based Smoothers for Spatial Filtering of Gridded Geophysical Data27
Detecting Climate Signals Using Explainable AI With Single‐Forcing Large Ensembles27
Choice of Pedotransfer Functions Matters when Simulating Soil Water Balance Fluxes27
Learning Variational Data Assimilation Models and Solvers27
How Well Do Large‐Eddy Simulations and Global Climate Models Represent Observed Boundary Layer Structures and Low Clouds Over the Summertime Southern Ocean?27
From Sugar to Flowers: A Transition of Shallow Cumulus Organization During ATOMIC26
Global Wave Hindcasts Using the Observation‐Based Source Terms: Description and Validation26
CO2 Increase Experiments Using the CESM: Relationship to Climate Sensitivity and Comparison of CESM1 to CESM226
Seasonal to Decadal Predictions With MIROC6: Description and Basic Evaluation26
Implementation and Impacts of Surface and Blowing Snow Sources of Arctic Bromine Activation Within WRF‐Chem 4.1.126
The ICON Earth System Model Version 1.026
Assessing the Potential of Deep Learning for Emulating Cloud Superparameterization in Climate Models With Real‐Geography Boundary Conditions26
Improve the Performance of the Noah‐MP‐Crop Model by Jointly Assimilating Soil Moisture and Vegetation Phenology Data25
Mechanical Forcing of Convection by Cold Pools: Collisions and Energy Scaling25
Ensemble Methods for Neural Network‐Based Weather Forecasts25
Building Tangent‐Linear and Adjoint Models for Data Assimilation With Neural Networks25
A Hybrid Approach to Atmospheric Modeling That Combines Machine Learning With a Physics‐Based Numerical Model24
Integrating Recurrent Neural Networks With Data Assimilation for Scalable Data‐Driven State Estimation24
The FastEddy® Resident‐GPU Accelerated Large‐Eddy Simulation Framework: Model Formulation, Dynamical‐Core Validation and Performance Benchmarks24
Using an Explainable Machine Learning Approach to Characterize Earth System Model Errors: Application of SHAP Analysis to Modeling Lightning Flash Occurrence23
Presentation and Evaluation of the IPSL‐CM6A‐LR Ensemble of Extended Historical Simulations23
Impact and Sensitivity Analysis of Soil Water and Heat Transfer Parameterizations in Community Land Surface Model on the Tibetan Plateau23
Improving Convection Trigger Functions in Deep Convective Parameterization Schemes Using Machine Learning23
SwinVRNN: A Data‐Driven Ensemble Forecasting Model via Learned Distribution Perturbation22
Reservoir Computing as a Tool for Climate Predictability Studies22
Coupling the U.K. Earth System Model to Dynamic Models of the Greenland and Antarctic Ice Sheets21
Process‐Based Climate Model Development Harnessing Machine Learning: II. Model Calibration From Single Column to Global21
Modeling Process‐Based Biogeochemical Dynamics in Surface Fresh Waters of Large Watersheds With the IMAGE‐DGNM Framework20
Simulating Linear Kinematic Features in Viscous‐Plastic Sea Ice Models on Quadrilateral and Triangular Grids With Different Variable Staggering20
Improved Weather Forecasting Using Neural Network Emulation for Radiation Parameterization20
High‐Resolution Nudged Isotope Modeling With ECHAM6‐Wiso: Impacts of Updated Model Physics and ERA5 Reanalysis Data20
Machine Learning‐Based Modeling of Vegetation Leaf Area Index and Gross Primary Productivity Across North America and Comparison With a Process‐Based Model20
A Vector‐Based River Routing Model for Earth System Models: Parallelization and Global Applications20
On the Development of GFDL's Decadal Prediction System: Initialization Approaches and Retrospective Forecast Assessment19
ClimateBench v1.0: A Benchmark for Data‐Driven Climate Projections19
Global Surface Ocean Acidification Indicators From 1750 to 210019
Exploring Pathways to More Accurate Machine Learning Emulation of Atmospheric Radiative Transfer19
Revealing the Impact of Global Heating on North Atlantic Circulation Using Transparent Machine Learning19
Developing the Coupled CWRF‐FVCOM Modeling System to Understand and Predict Atmosphere‐Watershed Interactions Over the Great Lakes Region19
A Process‐Based Model Integrating Remote Sensing Data for Evaluating Ecosystem Services19
A QBO Cookbook: Sensitivity of the Quasi‐Biennial Oscillation to Resolution, Resolved Waves, and Parameterized Gravity Waves19
The Arctic Subpolar Gyre sTate Estimate: Description and Assessment of a Data‐Constrained, Dynamically Consistent Ocean‐Sea Ice Estimate for 2002–201719
Development and Evaluation of Chemistry‐Aerosol‐Climate Model CAM5‐Chem‐MAM7‐MOSAIC: Global Atmospheric Distribution and Radiative Effects of Nitrate Aerosol18
Diagnosing Cross‐Scale Kinetic Energy Exchanges From Two Submesoscale Permitting Ocean Models18
A Kinematic Kinetic Energy Backscatter Parametrization: From Implementation to Global Ocean Simulations18
Semi‐Coupling of a Field‐Scale Resolving Land‐Surface Model and WRF‐LES to Investigate the Influence of Land‐Surface Heterogeneity on Cloud Development18
The DOE E3SM v1.2 Cryosphere Configuration: Description and Simulated Antarctic Ice‐Shelf Basal Melting18
Missing Climate Feedbacks in Fire Models: Limitations and Uncertainties in Fuel Loadings and the Role of Decomposition in Fine Fuel Accumulation18
Spatio‐Temporal Hourly and Daily Ozone Forecasting in China Using a Hybrid Machine Learning Model: Autoencoder and Generative Adversarial Networks18
Seamless Integration of the Coastal Ocean in Global Marine Carbon Cycle Modeling18
Effects of Organized Convection Parameterization on the MJO and Precipitation in E3SMv1. Part I: Mesoscale Heating18
On the Resolution‐Dependence of Anvil Cloud Fraction and Precipitation Efficiency in Radiative‐Convective Equilibrium18
Impacts of Sub‐Grid Topographic Representations on Surface Energy Balance and Boundary Conditions in the E3SM Land Model: A Case Study in Sierra Nevada17
Probabilistic Machine Learning Estimation of Ocean Mixed Layer Depth From Dense Satellite and Sparse In Situ Observations17
Ecosystem Photosynthesis in Land‐Surface Models: A First‐Principles Approach Incorporating Acclimation17
The Impact of Resolving Subkilometer Processes on Aerosol‐Cloud Interactions of Low‐Level Clouds in Global Model Simulations17
A New Brittle Rheology and Numerical Framework for Large‐Scale Sea‐Ice Models17
Modeling Global Carbon Costs of Plant Nitrogen and Phosphorus Acquisition17
Impacts of Fully Coupling Land Surface and Flood Models on the Simulation of Large Wetlands' Water Dynamics: The Case of the Inner Niger Delta17
Improving Seasonal Forecast Using Probabilistic Deep Learning16
Multiscale Simulation of Precipitation Over East Asia by Variable Resolution CAM‐MPAS16
Application of Symmetric Instability Parameterization in the Coastal and Regional Ocean Community Model (CROCO)16
Improving CLM5.0 Biomass and Carbon Exchange Across the Western United States Using a Data Assimilation System16
New SOA Treatments Within the Energy Exascale Earth System Model (E3SM): Strong Production and Sinks Govern Atmospheric SOA Distributions and Radiative Forcing16
How Wind Shear Affects Trade‐wind Cumulus Convection16
Strong Local Evaporative Cooling Over Land Due to Atmospheric Aerosols16
A Posteriori Learning for Quasi‐Geostrophic Turbulence Parametrization16
Dynamics of Fungal and Bacterial Biomass Carbon in Natural Ecosystems: Site‐Level Applications of the CLM‐Microbe Model15
An Overview of Antarctic Sea Ice in the Community Earth System Model Version 2, Part I: Analysis of the Seasonal Cycle in the Context of Sea Ice Thermodynamics and Coupled Atmosphere‐Ocean‐Ice Process15
Machine Learning Emulation of 3D Cloud Radiative Effects15
The Geography of Numerical Mixing in a Suite of Global Ocean Models15
An Agenda for Land Data Assimilation Priorities: Realizing the Promise of Terrestrial Water, Energy, and Vegetation Observations From Space15
ICON‐O: The Ocean Component of the ICON Earth System Model—Global Simulation Characteristics and Local Telescoping Capability15
Data‐Driven Inference of the Mechanics of Slip Along Glacier Beds Using Physics‐Informed Neural Networks: Case Study on Rutford Ice Stream, Antarctica15
Deep Emulators for Differentiation, Forecasting, and Parametrization in Earth Science Simulators15
Training Physics‐Based Machine‐Learning Parameterizations With Gradient‐Free Ensemble Kalman Methods15
A Convolution Method to Assess Subgrid‐Scale Interactions Between Flow and Patchy Vegetation in Biogeomorphic Models15
Improving Wet and Dry Deposition of Aerosols in WRF‐Chem: Updates to Below‐Cloud Scavenging and Coarse‐Particle Dry Deposition15
Non‐Local Parameterization of Atmospheric Subgrid Processes With Neural Networks15
Influences of 3D Sub‐Grid Terrain Radiative Effect on the Performance of CoLM Over Heihe River Basin, Tibetan Plateau15
Development of Coupled Data Assimilation With the BCC Climate System Model: Highlighting the Role of Sea‐Ice Assimilation for Global Analysis14
An Online‐Learned Neural Network Chemical Solver for Stable Long‐Term Global Simulations of Atmospheric Chemistry14
A Global Flood Risk Modeling Framework Built With Climate Models and Machine Learning14
Explainable Artificial Intelligence for Bayesian Neural Networks: Toward Trustworthy Predictions of Ocean Dynamics14
Benchmarking of Machine Learning Ocean Subgrid Parameterizations in an Idealized Model14
Parameter Uncertainty Quantification in an Idealized GCM With a Seasonal Cycle14
Self‐Aggregation of Convective Clouds With Interactive Sea Surface Temperature14
Description and Demonstration of the Coupled Community Earth System Model v2 – Community Ice Sheet Model v2 (CESM2‐CISM2)14
Global Dust Cycle and Direct Radiative Effect in E3SM Version 1: Impact of Increasing Model Resolution14
A Limited Area Modeling Capability for the Finite‐Volume Cubed‐Sphere (FV3) Dynamical Core and Comparison With a Global Two‐Way Nest14
Rain Evaporation, Snow Melt, and Entrainment at the Heart of Water Vapor Isotopic Variations in the Tropical Troposphere, According to Large‐Eddy Simulations and a Two‐Column Model14
Improving Soil Carbon Estimates by Linking Conceptual Pools Against Measurable Carbon Fractions in the DAYCENT Model Version 4.514
Simulating Erosion‐Induced Soil and Carbon Delivery From Uplands to Rivers in a Global Land Surface Model14
Mesoscale Convective Systems in a Superparameterized E3SM Simulation at High Resolution14
AMIP Simulations of a Global Model for Unified Weather‐Climate Forecast: Understanding Precipitation Characteristics and Sensitivity Over East Asia14
Rotating Shallow Water Flow Under Location Uncertainty With a Structure‐Preserving Discretization14
Correcting a 200 km Resolution Climate Model in Multiple Climates by Machine Learning From 25 km Resolution Simulations14
Improving Global Weather Prediction in GFDL SHiELD Through an Upgraded GFDL Cloud Microphysics Scheme14
Climate, Variability, and Climate Sensitivity of “Middle Atmosphere” Chemistry Configurations of the Community Earth System Model Version 2, Whole Atmosphere Community Climate Model Version 6 (CESM2(W14
NASA GEOS Composition Forecast Modeling System GEOS‐CF v1.0: Stratospheric Composition13
ProLB: A Lattice Boltzmann Solver of Large‐Eddy Simulation for Atmospheric Boundary Layer Flows13
Synthesizing Sea Surface Temperature and Satellite Altimetry Observations Using Deep Learning Improves the Accuracy and Resolution of Gridded Sea Surface Height Anomalies13
Land Surface Model CAS‐LSM: Model Description and Evaluation13
Uncertainty Quantification of Ocean Parameterizations: Application to the K‐Profile‐Parameterization for Penetrative Convection13
Impact of Sea‐Ice Model Complexity on the Performance of an Unstructured‐Mesh Sea‐Ice/Ocean Model under Different Atmospheric Forcings13
Quantifying 3D Gravity Wave Drag in a Library of Tropical Convection‐Permitting Simulations for Data‐Driven Parameterizations13
Properties, Changes, and Controls of Deep‐Convecting Clouds in Radiative‐Convective Equilibrium13
Modeling Global Vegetation Gross Primary Productivity, Transpiration and Hyperspectral Canopy Radiative Transfer Simultaneously Using a Next Generation Land Surface Model—CliMA Land13
On the Importance of Representing Snow Over Sea‐Ice for Simulating the Arctic Boundary Layer13
Less Surface Sea Ice Melt in the CESM2 Improves Arctic Sea Ice Simulation With Minimal Non‐Polar Climate Impacts13
Implementation and Evaluation of Irrigation Techniques in the Community Land Model12
Improving the Physical Basis for Updraft Dynamics in Deep Convection Parameterizations12
A Stochastic Parameterization of Organized Tropical Convection Using Cellular Automata for Global Forecasts in NOAA's Unified Forecast System12
Correcting Systematic and State‐Dependent Errors in the NOAA FV3‐GFS Using Neural Networks12
A New Open Source Implementation of Lagrangian Filtering: A Method to Identify Internal Waves in High‐Resolution Simulations12
Development and Implementation of a Physics‐Based Convective Mixing Scheme in the Community Multiscale Air Quality Modeling Framework12
COnstraining ORographic Drag Effects (COORDE): A Model Comparison of Resolved and Parametrized Orographic Drag12
An Urban Scheme for the ECMWF Integrated Forecasting System: Single‐Column and Global Offline Application12
The Energy Exascale Earth System Model Simulations With High Vertical Resolution in the Lower Troposphere12
Evaluation and Optimization of Snow Albedo Scheme in Noah‐MP Land Surface Model Using In Situ Spectral Observations in the Colorado Rockies12
On the Regionality of Moist Kelvin Waves and the MJO: The Critical Role of the Background Zonal Flow12
Clouds and Radiation in a Mock‐Walker Circulation12
Reconstructing Past Global Vegetation With Random Forest Machine Learning, Sacrificing the Dynamic Response for Robust Results12
Description and Evaluation of an Emission‐Driven and Fully Coupled Methane Cycle in UKESM112
A Library of Large‐Eddy Simulations Forced by Global Climate Models12
Fast, Cheap, and Turbulent—Global Ocean Modeling With GPU Acceleration in Python11
The Tuning Strategy of IPSL‐CM6A‐LR11
Matrix Approach to Land Carbon Cycle Modeling11
Linking Deep and Shallow Convective Mass Fluxes via an Assumed Entrainment Distribution in CAM5‐CLUBB: Parameterization and Simulated Precipitation Variability11
Drivers of Air‐Sea CO2 Flux Seasonality and its Long‐Term Changes in the NASA‐GISS Model CMIP6 Submission11
Development of a Reservoir Flood Control Scheme for Global Flood Models11
A Universal Approach for the Non‐Iterative Parametrization of Near‐Surface Turbulent Fluxes in Climate and Weather Prediction Models11
ENSO‐GTC: ENSO Deep Learning Forecast Model With a Global Spatial‐Temporal Teleconnection Coupler11
On the Spin‐Up Strategy for Spatial Modeling of Permafrost Dynamics: A Case Study on the Qinghai‐Tibet Plateau11
A Comparison of Data‐Driven Approaches to Build Low‐Dimensional Ocean Models11
Impact of a New Cloud Microphysics Parameterization on the Simulations of Mesoscale Convective Systems in E3SM11
Full‐Depth Scalings for Isopycnal Eddy Mixing Across Continental Slopes Under Upwelling‐Favorable Winds11
Integrating Connectivity Into Hydrodynamic Models: An Automated Open‐Source Method to Refine an Unstructured Mesh Using Remote Sensing11
Reconciling and Improving Formulations for Thermodynamics and Conservation Principles in Earth System Models (ESMs)11
Implementation and Evaluation of a Unified Turbulence Parameterization Throughout the Canopy and Roughness Sublayer in Noah‐MP Snow Simulations11
Climate Model Code Genealogy and Its Relation to Climate Feedbacks and Sensitivity11
Midnight Sun to Polar Night: A Model of Seasonal Light in the Barents Sea11
Two‐Moment Bulk Cloud Microphysics With Prognostic Precipitation in GFDL's Atmosphere Model AM4.0: Configuration and Performance11
Deep Learning Based Cloud Cover Parameterization for ICON11
Evaluation of Secondary Organic Aerosol (SOA) Simulations for Seoul, Korea11
Development of Land‐River Two‐Way Hydrologic Coupling for Floodplain Inundation in the Energy Exascale Earth System Model11
On Wind‐Driven Energetics of Subtropical Gyres10
Chemistry‐Weather Interacted Model System GRAPES_Meso5.1/CUACE CW V1.0: Development, Evaluation and Application in Better Haze/Fog Prediction in China10
Development of the Real‐Time 30‐s‐Update Big Data Assimilation System for Convective Rainfall Prediction With a Phased Array Weather Radar: Description and Preliminary Evaluation10
AMOC, Water Mass Transformations, and Their Responses to Changing Resolution in the Finite‐VolumE Sea Ice‐Ocean Model10
Full Implementation of Matrix Approach to Biogeochemistry Module of CLM510
Effect of a Scale‐Aware Convective Parameterization Scheme on the Simulation of Convective Cells‐Related Heavy Rainfall in South Korea10
Influence of Nonseasonal River Discharge on Sea Surface Salinity and Height10
Improved Dust Representation and Impacts on Dust Transport and Radiative Effect in CAM510
Representing Global Soil Erosion and Sediment Flux in Earth System Models10
An EnOI‐Based Data Assimilation System With DART for a High‐Resolution Version of the CESM2 Ocean Component10
Simulation of Crop Water Demand and Consumption Considering Irrigation Effects Based on Coupled Hydrology‐Crop Growth Model10
SubZero: A Sea Ice Model With an Explicit Representation of the Floe Life Cycle10
Machine Learning Emulation of Urban Land Surface Processes10
Impact of a Mixed Ocean Layer and the Diurnal Cycle on Convective Aggregation10
On the Morphodynamics of a Wide Class of Large‐Scale Meandering Rivers: Insights Gained by Coupling LES With Sediment‐Dynamics10
Linking Large‐Eddy Simulations to Local Cloud Observations10
Online Nonlinear Bias Correction in Ensemble Kalman Filter to Assimilate GOES‐R All‐Sky Radiances for the Analysis and Prediction of Rapidly Developing Supercells9
Deep Learning to Estimate Model Biases in an Operational NWP Assimilation System9
Tropical Free‐Tropospheric Humidity Differences and Their Effect on the Clear‐Sky Radiation Budget in Global Storm‐Resolving Models9
Representations of Precipitation Diurnal Cycle in the Amazon as Simulated by Observationally Constrained Cloud‐System Resolving and Global Climate Models9
Process‐Based Climate Model Development Harnessing Machine Learning: III. The Representation of Cumulus Geometry and Their 3D Radiative Effects9
Development of a Process‐Based N2O Emission Model for Natural Forest and Grassland Ecosystems9
Watershed‐Scale Effective Hydraulic Properties of the Continental United States9
A Numerical Study of the Global Formation of Tropical Cyclones9
Tropical Peatland Hydrology Simulated With a Global Land Surface Model9
Non‐Linear Dimensionality Reduction With a Variational Encoder Decoder to Understand Convective Processes in Climate Models9
Configuration and Validation of an Oceanic Physical and Biogeochemical Model to Investigate Coastal Eutrophication in the Southern California Bight9
Accounting for Topographic Effects on Snow Cover Fraction and Surface Albedo Simulations Over the Tibetan Plateau in Winter9
Neural Network Emulation of the Formation of Organic Aerosols Based on the Explicit GECKO‐A Chemistry Model9
Tracking Changes in Climate Sensitivity in CNRM Climate Models9
Modeling the Joint Effects of Vegetation Characteristics and Soil Properties on Ecosystem Dynamics in a Panama Tropical Forest9
Detection of Forced Change Within Combined Climate Fields Using Explainable Neural Networks9
Deep Learning for Subgrid‐Scale Turbulence Modeling in Large‐Eddy Simulations of the Convective Atmospheric Boundary Layer9
A Framework for Modeling Rock Glaciers and Permafrost at the Basin‐Scale in High Alpine Catchments9
A Multi‐Model Ensemble Kalman Filter for Data Assimilation and Forecasting9
Role of Microphysics and Convective Autoconversion for the Better Simulation of Tropical Intraseasonal Oscillations (MISO and MJO)9
Impacts of Horizontal Resolution on Global Data Assimilation of Satellite Measurements for Tropospheric Chemistry Analysis8
Neural‐Network Parameterization of Subgrid Momentum Transport in the Atmosphere8
Using Radiative Convective Equilibrium to Explore Clouds and Climate in the Community Atmosphere Model8
A Microbial‐Explicit Soil Organic Carbon Decomposition Model (MESDM): Development and Testing at a Semiarid Grassland Site8
Comparison of Urban Air Quality Simulations During the KORUS‐AQ Campaign With Regionally Refined Versus Global Uniform Grids in the Multi‐Scale Infrastructure for Chemistry and Aerosols (MUSICA) Versi8
Physics‐Based Narrowband Optical Parameters for Snow Albedo Simulation in Climate Models8
An Analytical Four‐Dimensional Ensemble‐Variational Data Assimilation Scheme8
Modeling Isoprene Emission Response to Drought and Heatwaves Within MEGAN Using Evapotranspiration Data and by Coupling With the Community Land Model8
The Global Atmosphere‐aerosol Model ICON‐A‐HAM2.3–Initial Model Evaluation and Effects of Radiation Balance Tuning on Aerosol Optical Thickness8
Large‐Eddy Simulations of a Convection Cloud Chamber: Sensitivity to Bin Microphysics and Advection8
A Physically Based Definition of Convectively Generated Density Currents: Detection and Characterization in Convection‐Permitting Simulations8
Inclusion of Building‐Resolving Capabilities Into the FastEddy® GPU‐LES Model Using an Immersed Body Force Method8
Leveraging Uncertainty Quantification to Design Ocean Climate Observing Systems8
A Four‐Dimensional Ensemble‐Variational (4DEnVar) Data Assimilation System Based on GRAPES‐GFS: System Description and Primary Tests8
Influences of Mesoscale Ocean Eddies on Flow Vertical Structure in a Resolution‐Based Model Hierarchy8
A Generalized Interpolation Material Point Method for Shallow Ice Shelves. 2: Anisotropic Nonlocal Damage Mechanics and Rift Propagation8
Scalings for Eddy Buoyancy Fluxes Across Prograde Shelf/Slope Fronts8
Fluid Simulations Accelerated With 16 Bits: Approaching 4x Speedup on A64FX by Squeezing ShallowWaters.jl Into Float168
A Simple Multiscale Intermediate Coupled Stochastic Model for El Niño Diversity and Complexity8
The Impact of Horizontal Resolution on Projected Sea‐Level Rise Along US East Continental Shelf With the Community Earth System Model8
Bonded Discrete Element Simulations of Sea Ice With Non‐Local Failure: Applications to Nares Strait8
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