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Models and Prepared Datasets for Modeling Heat Plumes of Heat Pumps with vary...
Prepared datasets and models for modeling orientational variation in heat plume prediction in groundwater. Models were trained with 1HP NN equivariance. File name explanation:... -
Models and Prepared Datasets for Iterative Modeling of Two Heat Pumps
Prepared datasets and models for iterative modeling of heat plumes in groundwater. Models were trained with Iterative modeling. File explanation: 1HP.zip This zip file... -
Models and Prepared Datasets for Convolutional Long Short-Term Memory (ConvLS...
The dataset contains trained ConvLSTM models for heat plume extension and the prepared dataset for training and testing. In this repo the code for model training and dataset... -
Datasets: 6 Heat Pumps, Simulation - Raw + Prepared
This dataset serves as training data for modeling the temperature field emanating from several open loop groundwater heat pumps (six heat pumps, randomly placed). It is... -
Models and Prepared Datasets for LG-CNN
Models trained with Heat Plume Prediction and datasets prepared with Heat Plume Prediction into reasonable format, reduced set of in/outputs, 2D, normalization used to train... -
Datasets: 100 Heat Pumps, Simulation - Raw, 3+1 Data Points
This data set serves as training data for modeling the temperature field emanating from several open loop groundwater heat pumps (one hundred heat pumps, randomly placed). It is... -
Raw Simulation Datasets for Extending Heat Plumes
These data sets serve as training and testing data for modelling the extension of temperature field emanating from one groundwater heat pump. There are simulated with Pflotran... -
Models and Prepared Datasets for the First Stage
Models trained with Heat Plume Prediction and datasets prepared with Heat Plume Prediction into reasonable format + normalization etc, used for training these models. Last... -
Models and Prepared Datasets for the Second Stage
Models trained with Heat Plume Prediction and datasets prepared with Heat Plume Prediction into reasonable format + normalization etc, used for training these models. Last... -
Dataset: Single Heat Pump Simulation - Prepared "Learn Params", 100 Data Points
This data set serves as training data for modelling the temperature field emanating from a groundwater heat pump. It is simulated with Pflotran, preprocessed with python and... -
Dataset: Two Heat Pumps Simulation - Raw, 1000 Data Points
This data set serves as training data for modelling the temperature field emanating from two groundwater heat pumps (one fixed, one randomly placed). It is simulated with... -
Dataset: Two Heat Pumps Simulation - Raw, 100 Data Points
This data set serves as training data for modelling the temperature field emanating from two groundwater heat pumps (one fixed, one randomly placed). It is simulated with... -
Dataset: Single Heat Pump Simulation - Raw, 1000 Data Points
This data set serves as training data for modelling the temperature field emanating from a groundwater heat pump. It is simulated with Pflotran and saved in h5 format. It... -
Dataset: Single Heat Pump Simulation - Raw, 100 Data Points
This data set serves as training data for modelling the temperature field emanating from a groundwater heat pump. It is simulated with Pflotran and saved in h5 format. It... -
Global Gravity-based Groundwater Product (G3P)
The Global Gravity-based Groundwater Product (G3P) provides groundwater storage anomalies (GWSA) from a cross-cutting combination of GRACE/GRACE-FO-based terrestrial water... -
Global Gravity-based Groundwater Product (G3P)
The Global Gravity-based Groundwater Product (G3P) provides groundwater storage anomalies (GWSA) from a cross-cutting combination of GRACE/GRACE-FO-based terrestrial water... -
Groundwater Raw sequence reads
Surveys of microbes -
Manatee Springs Temporal Raw sequence reads
Spatio-temporal survey of the prokaryotic and viral communities of Manatee springs. Containing both the 16S rRNA and raw viral metagenomic data. -
Effect of bacterial immigration for local lake bacterial community compositio...
The aim of this study is to investigate the various routes of bacterial immigration (surface and groundwater inflow, dry and wet atmospheric deposition, and in-lake... -
Hydrogeological and temperature data Renkum Brooke Valley, Netherlands
Data used to prepare research article 'Inferring aquitard hydraulic conductivity using transient temperature-depth profiles impacted by ground surface warming' to be published...
