David E. Meyer
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View article: Energy and environmental impacts of air-to-air heat pumps in a mid-latitude city
Energy and environmental impacts of air-to-air heat pumps in a mid-latitude city Open
View article: Data archive for paper "Energy and environmental impacts of air-to-air heat pumps in a mid-latitude city"
Data archive for paper "Energy and environmental impacts of air-to-air heat pumps in a mid-latitude city" Open
Overview This is the data archive for paper "Energy and environmental impacts of air-to-air heat pumps in a mid-latitude city". It contains the paper's data archive with model outputs (see notebooks folder) and the Singularity image for (o…
View article: Evaluation of 30 urban land surface models in the <scp>Urban‐PLUMBER</scp> project: Phase 1 results
Evaluation of 30 urban land surface models in the <span>Urban‐PLUMBER</span> project: Phase 1 results Open
Accurately predicting weather and climate in cities is critical for safeguarding human health and strengthening urban resilience. Multimodel evaluations can lead to model improvements; however, there have been no major intercomparisons of …
View article: Energy and environmental impacts of air-to-air heat pumps in a mid-latitude city
Energy and environmental impacts of air-to-air heat pumps in a mid-latitude city Open
Heat pumps (HPs) have emerged as a key technology for reducing energy use and greenhouse gas emissions. This study evaluates the potential switch to air-to-air HPs (AAHPs) in Toulouse, France, where conventional space heating is split betw…
View article: Data archive for paper "Impact of Air-to-Air Heat Pumps on Energy and Climate in a Mid-Latitude City"
Data archive for paper "Impact of Air-to-Air Heat Pumps on Energy and Climate in a Mid-Latitude City" Open
Overview This is the data archive for paper "Impact of Air-to-Air Heat Pumps on Energy and Climate in a Mid-Latitude City". It contains the paper's data archive with model outputs (see notebooks folder) and the Singularity…
View article: Associated results of Phase 1 of the Urban-PLUMBER model evaluation project
Associated results of Phase 1 of the Urban-PLUMBER model evaluation project Open
Archive of: https://urban-plumber.github.io/AU-Preston/plots/ Files in this folder are associated with the manuscript: “Evaluation of 30 urban land surface models in the Urban-PLUMBER project: Phase 1 results” Files are an…
View article: Associated results of Phase 1 of the Urban-PLUMBER model evaluation project
Associated results of Phase 1 of the Urban-PLUMBER model evaluation project Open
Archive of: https://urban-plumber.github.io/AU-Preston/plots/ Files in this folder are associated with the manuscript: “Evaluation of 30 urban land surface models in the Urban-PLUMBER project: Phase 1 results” Files are an…
View article: Associated results of Phase 1 of the Urban-PLUMBER model evaluation project
Associated results of Phase 1 of the Urban-PLUMBER model evaluation project Open
Archive of: https://urban-plumber.github.io/AU-Preston/plots/ Files in this folder are associated with the manuscript: “Evaluation of 30 urban land surface models in the Urban-PLUMBER project: Phase 1 results” Files are an…
View article: Machine Learning Emulation of Urban Land Surface Processes
Machine Learning Emulation of Urban Land Surface Processes Open
Can we improve the modeling of urban land surface processes with machine learning (ML)? A prior comparison of urban land surface models (ULSMs) found that no single model is “best” at predicting all common surface fluxes. Here, we develop …
View article: Machine Learning Emulation of 3D Cloud Radiative Effects
Machine Learning Emulation of 3D Cloud Radiative Effects Open
The treatment of cloud structure in numerical weather and climate models is often greatly simplified to make them computationally affordable. Here we propose to correct the European Centre for Medium‐Range Weather Forecasts 1D radiation sc…
View article: Data archive for paper "Machine Learning Emulation of 3D Cloud Radiative Effects"
Data archive for paper "Machine Learning Emulation of 3D Cloud Radiative Effects" Open
Overview This archive contains models, data, and the Singularity image to optionally rerun experiments described in "Machine Learning Emulation of 3D Cloud Radiative Effects". For the Python tool to generate synthetic data…
View article: Data archive for paper "Machine Learning Emulation of 3D Cloud Radiative Effects"
Data archive for paper "Machine Learning Emulation of 3D Cloud Radiative Effects" Open
Overview This archive contains models, data, and the Singularity image to optionally rerun experiments described in "Machine Learning Emulation of 3D Cloud Radiative Effects". For the Python tool to generate synthetic data…
View article: Data archive for paper "Machine Learning Emulation of Urban Land Surface Processes"
Data archive for paper "Machine Learning Emulation of Urban Land Surface Processes" Open
This archive contains models, data* (Overview), as well as the Singularity image to optionally rerun experiments described in "Machine Learning Emulation of Urban Land Surface Processes". Prerequisites Linux or macOS with …
View article: Data archive for paper "Machine Learning Emulation of Urban Land Surface Processes"
Data archive for paper "Machine Learning Emulation of Urban Land Surface Processes" Open
This archive contains models, data* (Overview), as well as the Singularity image to optionally rerun experiments described in "Machine Learning Emulation of Urban Land Surface Processes". Prerequisites Linux or macOS with …
View article: Synthia: multidimensional synthetic data generation in Python
Synthia: multidimensional synthetic data generation in Python Open
2016;Patki et al., 2016). As such, copula-based data generation models -probabilistic models that allow for the statistical properties of observed data to be modelled in terms of individual behavior and (inter-)dependencies (Joe, 2014) -ha…
View article: Erratum zu: Symptomatische Hodenmetastase eines azinären Adenokarzinoms der Prostata
Erratum zu: Symptomatische Hodenmetastase eines azinären Adenokarzinoms der Prostata Open
View article: Data archive for paper "Copula-based synthetic data augmentation for machine-learning emulators"
Data archive for paper "Copula-based synthetic data augmentation for machine-learning emulators" Open
Overview This is the data archive for paper "Copula-based synthetic data augmentation for machine-learning emulators". It contains the paper’s data archive with model outputs (see results folder) and the Singularity image …
View article: Data archive for paper "Copula-based synthetic data augmentation for machine-learning emulators"
Data archive for paper "Copula-based synthetic data augmentation for machine-learning emulators" Open
Overview This is the data archive for paper "Copula-based synthetic data augmentation for machine-learning emulators". It contains the paper’s data archive with model outputs (see results folder) and the Singularity image …
View article: uDALES: large-eddy-simulation software for urban flow, dispersion, and microclimate modelling
uDALES: large-eddy-simulation software for urban flow, dispersion, and microclimate modelling Open
With continuing urbanization, challenges associated with the urban environment such as air quality, heat islands, pedestrian thermal comfort, and wind loads on tall buildings, are increasingly relevant. Our ability to realistically capture…
View article: Data archive for paper "Copula-based synthetic data augmentation for machine-learning emulators"
Data archive for paper "Copula-based synthetic data augmentation for machine-learning emulators" Open
Overview This is the data archive for paper “Copula-based synthetic data augmentation for machine-learning emulators”. It contains the paper’s data archive with all model outputs as well as the Singularity image. For the P…
View article: Data archive for paper "Machine Learning Emulation of 3D Cloud Radiative Effects"
Data archive for paper "Machine Learning Emulation of 3D Cloud Radiative Effects" Open
Overview This is the data archive for the paper "Machine Learning Emulation of 3D Cloud Radiative Effects". It contains the paper’s data archive with all model outputs (see the results folder) as well as theSingularity ima…
View article: Machine Learning Emulation of 3D Cloud Radiative Effects
Machine Learning Emulation of 3D Cloud Radiative Effects Open
<p>The treatment of cloud structure in radiation schemes used in operational numerical weather prediction and climate models is often greatly simplified to make them computationally affordable. Here, we propose to correct the current…
View article: Copula-based synthetic data generation for machine learning emulatorsin weather and climate: application to a simple radiation model
Copula-based synthetic data generation for machine learning emulatorsin weather and climate: application to a simple radiation model Open
Can we improve machine learning (ML) emulators with synthetic data? The use of real data for training ML models is often the cause of major limitations. For example, real data may be (a) only representative of a subset of situations and do…
View article: Data archive for paper "Copula-based synthetic data augmentation for machine-learning emulators"
Data archive for paper "Copula-based synthetic data augmentation for machine-learning emulators" Open
Overview This is the data archive for paper "Copula-based synthetic data augmentation for machine-learning emulators". It contains the paper’s data archive with model outputs (see results folder) and the Singularity image …
View article: Letter to the Editor: Miscommunicating Mindfulness
Letter to the Editor: Miscommunicating Mindfulness Open
View article: Data archive for paper "WRF‐TEB: Implementation and Evaluation of the Coupled Weather Research and Forecasting (WRF) and Town Energy Balance (TEB) Model"
Data archive for paper "WRF‐TEB: Implementation and Evaluation of the Coupled Weather Research and Forecasting (WRF) and Town Energy Balance (TEB) Model" Open
WRF-TEB data archive This archive contains data and tools to reproduce results as included in Meyer et al. (2020). Prerequisites Singularity version >= 3. Usage To run all models and plott…
View article: Data archive for paper "WRF‐TEB: Implementation and Evaluation of the Coupled Weather Research and Forecasting (WRF) and Town Energy Balance (TEB) Model"
Data archive for paper "WRF‐TEB: Implementation and Evaluation of the Coupled Weather Research and Forecasting (WRF) and Town Energy Balance (TEB) Model" Open
WRF-TEB data archive This archive contains data and tools to reproduce results as included in Meyer et al. (2020). Prerequisites Singularity version >= 3. Usage To run all models and plott…
View article: WRF‐TEB: Implementation and Evaluation of the Coupled Weather Research and Forecasting (WRF) and Town Energy Balance (TEB) Model
WRF‐TEB: Implementation and Evaluation of the Coupled Weather Research and Forecasting (WRF) and Town Energy Balance (TEB) Model Open
Urban land surface processes need to be represented to inform future urban climate and building energy projections. Here, the single layer urban canopy model Town Energy Balance (TEB) is coupled to the Weather Research and Forecasting (WRF…
View article: Enhanced software and platform for the Town Energy Balance (TEB) model
Enhanced software and platform for the Town Energy Balance (TEB) model Open
International audience
View article: The Town Energy Balance (TEB) model
The Town Energy Balance (TEB) model Open
This enhanced software and platform for TEB (Town Energy Balance; Masson, 2000 and subsequent papers), is intended to help scientists and practitioners wishing to use the TEB model in their research as a standalone software application or …