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Showing 23351 to 23400 of 59105 works
Scalable diagnostics for global atmospheric chemistry using Ristretto library (version 1.0)
Abstract. We introduce a new set of algorithmic tools capable of producing scalable, low-rank decompositions of global spatiotemporal atmospheric chemistry data. By exploiting eme…
HR3DHG version 1: modeling the spatiotemporal dynamics of mercury in the Augusta Bay (southern Italy)
Abstract. The biogeochemical dynamics of Hg, and specifically of its three species Hg0, HgII, and MeHg (elemental, inorganic, and organic, respectively), in the marine coastal are…
Testing the reconstruction of modelled particulate organic carbon from surface ecosystem components using PlankTOM12 an…
Abstract. Understanding the relationship between surface marine ecosystems and the export of carbon to depth by sinking organic particles is key to representing the effect of ecos…
Global atmospheric hydrogen chemistry and source-sink budget equilibrium simulation with the EMAC v2.55 model
Abstract. In this study, we use an earth system model with detailed atmospheric chemistry (EMAC v2.55.2) to undertake simulations of hydrogen (H2) atmospheric dynamics. Extensive …
Modelling stratospheric composition for the Copernicus Atmosphere Monitoring Service: multi-species evaluation of IFS-C…
Abstract. The daily analyses and forecasts of atmospheric composition delivered by the Copernicus Atmosphere Monitoring Service (CAMS) are produced by the ECMWF Integrated Forecas…
CROMES v1.0: a flexible CROp Model Emulator Suite for climate impact assessment
Abstract. Global gridded crop models (GGCMs) are simulation tools designed for global, spatially explicit estimation of crop productivity and associated externalities. Key areas f…
Cell tracking of convective rainfall: sensitivity of climate-change signal to tracking algorithm and cell definition (C…
Abstract. Lagrangian analysis of convective precipitation involves identifying convective cells (“objects”) and tracking them through space and time. The Lagrangian approach helps…
Assessment of the accuracy in UV index modelling using the UVIOS2 system during the UVC-III campaign
Abstract. The third campaign for the calibration and intercomparison of solar UV radiometers (UVC III) took place at Davos, Switzerland in June–August 2022. More than 70 radiomete…
Architectural insights into and training methodology optimization of Pangu-Weather
Abstract. Data-driven medium-range weather forecasts have recently outperformed classical numerical weather prediction models, with Pangu-Weather (PGW) being the first breakthroug…
New strategies for vertical transport in chemistry transport models: application to the case of the Mount Etna eruption…
Abstract. Excessive numerical diffusion is one of the major limitations in the representation of long-range transport by chemistry transport models. In the present study, we focus…
Disentangling the hydrological and hydraulic controls on streamflow variability in Energy Exascale Earth System Model (…
Abstract. Streamflow variability plays a crucial role in shaping the dynamics and sustainability of Earth's ecosystems, which can be simulated and projected by a river routing mod…
Impact of a new condensed toluene mechanism on air quality model predictions in the US
Abstract. A new condensed toluene mechanism is incorporated into the Community Multiscale Air Quality Modeling system. Model simulations are performed using the CB05 chemical mech…
A 24-variable low-order coupled ocean–atmosphere model: OA-QG-WS v2
Abstract. A new low-order coupled ocean–atmosphere model for midlatitudes is derived. It is based on quasi-geostrophic equations for both the ocean and the atmosphere, coupled thr…
Enhancing single precision with quasi-double precision: achieving double-precision accuracy in the Model for Prediction…
Abstract. The limitations of high-performance computing (HPC) significantly constrain the development of numerical models. Traditional numerical models often employ double precisi…
A generalized spatial autoregressive neural network method for three-dimensional spatial interpolation
Abstract. Spatial interpolation, a fundamental spatial analysis method, predicts unsampled spatial data from the values of sampled points. Generally, the core of spatial interpola…
Introduction of the DISAMAR radiative transfer model: determining instrument specifications and analysing methods for a…
Abstract. DISAMAR (determining instrument specifications and analysing methods for atmospheric retrieval) is a computer model developed to simulate retrievals of properties of atm…
Estimating soil organic carbon stocks of Swiss forest soils by robust external-drift kriging
Abstract. Accurate estimates of soil organic carbon (SOC) stocks are required to quantify carbon sources and sinks caused by land use change at national scale. This study presents…
Dynamically weighted ensemble of geoscientific models via automated machine-learning-based classification
Abstract. Despite recent developments in geoscientific (e.g., physics- or data-driven) models, effectively assembling multiple models for approaching a benchmark solution remains …
The Common Community Physics Package (CCPP) Framework v6
Abstract. The Common Community Physics Package (CCPP) is a collection of physical atmospheric parameterizations for use in Earth system models and a framework that couples the phy…
Synthesizing global carbon–nitrogen coupling effects – the MAGICC coupled carbon–nitrogen cycle model v1.0
Abstract. The integration of a nitrogen cycle represents a recent advancement in Earth system models (ESMs). However, diverse formulations introduce uncertainty in the nitrogen ef…
A protocol for model intercomparison of impacts of marine cloud brightening climate intervention
Abstract. A modeling protocol (defined by a series of climate model simulations with specified model output) is introduced. Studies using these simulations are designed to improve…
Performance of the Adriatic Sea and Coast (AdriSC) climate component – a COAWST V3.3-based one-way coupled atmosphere–o…
Abstract. In this study, the Adriatic Sea and Coast (AdriSC) kilometre-scale atmosphere–ocean climate model covering the Adriatic Sea and northern Ionian Sea is presented. The Adr…
Explicitly modelling microtopography in permafrost landscapes in a land surface model (JULES vn5.4_microtopography)
Abstract. Microtopography can be a key driver of heterogeneity in the ground thermal and hydrological regime of permafrost landscapes. In turn, this heterogeneity can influence pl…
Enhanced land subsidence interpolation through a hybrid deep convolutional neural network and InSAR time series
Abstract. Land subsidence, whether gradual or sudden, poses a significant global threat to infrastructure and the environment. This study introduces a hybrid approach that combine…
The Analytical Objective Hysteresis Model (AnOHM v1.0): methodology to determine bulk storage heat flux coefficients
Abstract. The net storage heat flux (ΔQS) is important in the urban surface energy balance (SEB) but its determination remains a significant challenge. The hysteresis pattern of t…
Simulations of direct and reflected wave trajectories for ground-based GNSS-R experiments
Abstract. The detection of Global Navigation Satellite System (GNSS) signals that are reflected off the surface, along with the reception of direct GNSS signals, offers a unique o…
IceTFT v1.0.0: interpretable long-term prediction of Arctic sea ice extent with deep learning
Abstract. Due to global warming, the Arctic sea ice extent (SIE) is rapidly decreasing each year. According to the Intergovernmental Panel on Climate Change (IPCC) climate model p…
A map of global peatland extent created using machine learning (Peat-ML)
Abstract. Peatlands store large amounts of soil carbon and freshwater, constituting an important component of the global carbon and hydrologic cycles. Accurate information on the …
On the proper use of screen-level temperature measurements in weather forecasting models over mountains
Abstract. The near-surface air temperature, considered to be measured at about 2 m above the ground, is a key meteorological parameter with a wealth of uses for humankind. However…
Methane dynamics in the Baltic Sea: investigating concentration, flux, and isotopic composition patterns using the coup…
Abstract. Methane (CH4) cycling in the Baltic Sea is studied through model simulations that incorporate the stable isotopes of CH4 (12C–CH4 and 13C–CH4) in a physical–biogeochemic…
LEX v1.6.0: a new large-eddy simulation model in JAX with GPU acceleration and automatic differentiation
Abstract. Large-eddy simulations (LES) are essential tools for studies on atmospheric turbulence and clouds and play critical roles in the development of turbulence and convection…
AGILE v0.1: The Open Global Glacier Data Assimilation Framework
Abstract. The growing availability of glacier observations poses a challenge for models to integrate this heterogeneous information in a dynamically consistent way. At the same ti…
The Southern Ocean Freshwater Input from Antarctica (SOFIA) Initiative: scientific objectives and experimental design
Abstract. As the climate warms, the grounded ice sheet and floating ice shelves surrounding Antarctica are melting and releasing additional freshwater into the Southern Ocean. Non…
SLUCM+BEM (v1.0): a simple parameterisation for dynamic anthropogenic heat and electricity consumption in WRF-Urban (v4…
Abstract. We propose a simple dynamic anthropogenic heat (QF) parameterisation for the Weather Research and Forecasting (WRF) single-layer urban canopy model (SLUCM). The SLUCM is…
In-cloud scavenging scheme for sectional aerosol modules – implementation in the framework of the Sectional Aerosol mod…
Abstract. In this study we introduce an in-cloud wet deposition scheme for liquid and ice phase clouds for global aerosol–climate models which use a size-segregated aerosol descri…
Interpolating turbulent heat fluxes missing from a prairie observation on the Tibetan Plateau using artificial intellig…
Abstract. This paper evaluates the performances of mean diurnal variation (MDV), nonlinear regression (NR), lookup tables (LUTs), support vector regression (SVR), k-nearest neighb…
Development of the Global Sea Ice 6.0 CICE configuration for the Met Office Global Coupled model
Abstract. The new sea ice configuration GSI6.0, used in the Met Office global coupled configuration GC2.0, is described and the sea ice extent, thickness and volume are compared w…
Models of soil organic matter decomposition: the SoilR package, version 1.0
Abstract. Soil organic matter decomposition is a very important process within the Earth system because it controls the rates of mineralization of carbon and other biogeochemical …
ICLASS 1.1, a variational Inverse modelling framework for the Chemistry Land-surface Atmosphere Soil Slab model: descri…
Abstract. This paper provides a description of ICLASS 1.1, a variational Inverse modelling framework for the Chemistry Land-surface Atmosphere Soil Slab model. This framework can …
ML-SWAN-v1: a hybrid machine learning framework for the concentration prediction and discovery of transport pathways of…
Abstract. Nutrient data from catchments discharging to receiving waters are monitored for catchment management. However, nutrient data are often sparse in time and space and have …
Near-global climate simulation at 1 km resolution: establishing a performance baseline on 4888 GPUs with COSMO 5.0
Abstract. The best hope for reducing long-standing global climate model biases is by increasing resolution to the kilometer scale. Here we present results from an ultrahigh-resolu…
Mass-conserving subglacial hydrology in the Parallel Ice Sheet Model version 0.6
Abstract. We describe and test a two-horizontal-dimension subglacial hydrology model which combines till with a distributed system of water-filled, linked cavities which open thro…
Bidirectional coupling of the long-term integrated assessment model REgional Model of INvestments and Development (REMI…
Abstract. Integrated assessment models (IAMs) are a central tool for the quantitative analysis of climate change mitigation strategies. However, due to their global, cross-sectora…
Regionalization in global hydrological models and its impact on runoff simulations: a case study using WaterGAP3 (v 1.0…
Abstract. Valid simulation results from global hydrological models (GHMs), such as WaterGAP3, are essential for detecting hotspots or studying patterns in climate change impacts. …
Quantification of hydraulic trait control on plant hydrodynamics and risk of hydraulic failure within a demographic str…
Abstract. Vegetation plays a key role in the global carbon cycle and thus is an important component within Earth system models (ESMs) that project future climate. Many ESMs are ad…
Importance of radiative transfer processes in urban climate models: a study based on the PALM 6.0 model system
Abstract. Including radiative transfer processes within the urban canopy layer into microscale urban climate models (UCMs) is essential to obtain realistic model results. These pr…
The Parcels v2.0 Lagrangian framework: new field interpolation schemes
Abstract. With the increasing number of data produced by numerical ocean models, so increases the need for efficient tools to analyse these data. One of these tools is Lagrangian …
The Atmospheric Potential Oxygen forward Model Intercomparison Project (APO-MIP1): evaluating simulated atmospheric tra…
Abstract. Atmospheric Potential Oxygen (APO, defined as O2 + 1.1 × CO2) is primarily a tracer of ocean biogeochemistry and fossil fuel burning. APO exhibits strong seasonal variab…
A hybrid physics–AI approach using universal differential equations with state-dependent neural networks for learnable,…
Abstract. Conceptual hydrological models, traditionally relying on simplified representations of physical processes governed by conservation laws remain widely used in operational…
The Joint UK Land Environment Simulator (JULES), model description – Part 2: Carbon fluxes and vegetation dynamics
Abstract. The Joint UK Land Environment Simulator (JULES) is a process-based model that simulates the fluxes of carbon, water, energy and momentum between the land surface and the…
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