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Deep learning shows declining groundwater levels in Germany until 2100 due to climate change
Deep learning shows declining groundwater levels in Germany until 2100 due to climate change
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Deep learning shows declining groundwater levels in Germany until 2100 due to climate change

Wunsch, Andreas ; Liesch, Tanja ; Broda, Stefan

Nature communications, 2022-03, Vol.13 (1), p.1221-1221, Article 1221 [Periódico revisado por pares]

England: Nature Publishing Group

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Forecasting groundwater levels using nonlinear autoregressive networks with exogenous input (NARX)
Forecasting groundwater levels using nonlinear autoregressive networks with exogenous input (NARX)
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Forecasting groundwater levels using nonlinear autoregressive networks with exogenous input (NARX)

Wunsch, Andreas ; Liesch, Tanja ; Broda, Stefan

Journal of hydrology (Amsterdam), 2018-12, Vol.567, p.743-758 [Periódico revisado por pares]

Elsevier B.V

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Groundwater level forecasting with artificial neural networks: a comparison of long short-term memory (LSTM), convolutional neural networks (CNNs), and non-linear autoregressive networks with exogenous input (NARX)
Groundwater level forecasting with artificial neural networks: a comparison of long short-term memory (LSTM), convolutional neural networks (CNNs), and non-linear autoregressive networks with exogenous input (NARX)
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Groundwater level forecasting with artificial neural networks: a comparison of long short-term memory (LSTM), convolutional neural networks (CNNs), and non-linear autoregressive networks with exogenous input (NARX)

Wunsch, Andreas ; Liesch, Tanja ; Broda, Stefan

Hydrology and earth system sciences, 2021-04, Vol.25 (3), p.1671-1687 [Periódico revisado por pares]

Katlenburg-Lindau: Copernicus GmbH

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4
On the challenges of global entity-aware deep learning models for groundwater level prediction
On the challenges of global entity-aware deep learning models for groundwater level prediction
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On the challenges of global entity-aware deep learning models for groundwater level prediction

Heudorfer, Benedikt ; Liesch, Tanja ; Broda, Stefan

Hydrology and earth system sciences, 2024-02, Vol.28 (3), p.525-543 [Periódico revisado por pares]

Katlenburg-Lindau: Copernicus GmbH

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5
Short-term forecasting of groundwater levels under conditions of mine-tailings recharge using wavelet ensemble neural network models
Short-term forecasting of groundwater levels under conditions of mine-tailings recharge using wavelet ensemble neural network models
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Short-term forecasting of groundwater levels under conditions of mine-tailings recharge using wavelet ensemble neural network models

Khalil, Bahaa ; Broda, Stefan ; Adamowski, Jan ; Ozga-Zielinski, Bogdan ; Donohoe, Amanda

Hydrogeology journal, 2015-02, Vol.23 (1), p.121-141 [Periódico revisado por pares]

Berlin/Heidelberg: Springer Berlin Heidelberg

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