Mark Kram
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View article: Resolving the Water Crisis: There's a Way, But Is There the Will?
Resolving the Water Crisis: There's a Way, But Is There the Will? Open
In this issue paper, the authors refine the definition of water sustainability to account for temporal dynamics and spatial variability, identify specific challenges that must be resolved in the very near future to avoid catastrophic outco…
View article: Long short-term memory neural network (LSTM-NN) for aquifer level time series forecasting using in-situ piezometric observations
Long short-term memory neural network (LSTM-NN) for aquifer level time series forecasting using in-situ piezometric observations Open
The application of neural networks (NN) in groundwater (GW) level prediction has been shown promising by previous works. Yet, previous works have relied on a variety of inputs, such as air temperature, pumping rates, precipitation, service…
View article: Emperor's Old Clothes Revisited
Emperor's Old Clothes Revisited Open
With continuous high-frequency monitoring, each of the challenges listed above can be directly addressed. In addition, one can immediately respond when an exceedance is recorded. This brings into question the use of time-weighted averaging…