S. Broda

发表

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

J. Adamowski, B. Ozga-Zieliński, B. Khalil, 2015, Hydrogeology Journal.

A low‐dimensional hillslope‐based catchment model for layered groundwater flow

C. Paniconi, H. Haitjema, M. Larocque, 2012 .

Preface to the Special Issue "Groundwater–surface water interactions in Canada"

M. Larocque, S. Broda, 2016 .

Three-dimensional hydrogeological modeling to assess the elevated-water-table technique for controlling acid generation from an abandoned tailings site in Quebec, Canada

M. Aubertin, B. Bussière, S. Broda, 2018, Hydrogeology Journal.

Simulation of Distributed Base Flow Contributions to Streamflow Using a Hillslope-Based Catchment Model Coupled to a Regional-Scale Groundwater Model

C. Paniconi, M. Larocque, S. Broda, 2014 .

Advanced Deep Learning Architectures for Accurate Detection of Subsurface Tile Drainage Pipes from Remote Sensing Images

Mahdyar Ravanbakhsh, S. Broda, Sandra Willkommen, 2022, 2210.02071.

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

Stefan Broda, Andreas Wunsch, Tanja Liesch, 2018, Journal of Hydrology.

Multiorder hydrologic Position for Europe — a Set of Features for Machine Learning and Analysis in Hydrology

M. Mutz, S. Broda, Maximilian Nölscher, 2022, Scientific Data.

Improving control of contamination from waste rock piles

M. Aubertin, S. Broda, T. Graf, 2017 .

Global distribution of carbonate rocks and karst water resources

J. Hartmann, Zhao Chen, N. Goldscheider, 2020, Hydrogeology Journal.

Feature-based Groundwater Hydrograph Clustering Using Unsupervised Self-Organizing Map-Ensembles

S. Broda, T. Liesch, Andreas Wunsch, 2021, Water Resources Management.

Laboratory-scale assessment of a capillary barrier using fibre optic distributed temperature sensing (FO-DTS)

M. Aubertin, B. Bussière, B. Kurylyk, 2020 .

Numerical investigation of leakage in sloping aquifers

C. Paniconi, M. Larocque, S. Broda, 2011 .

In situ evaluation of performance of reclamation measures implemented on abandoned reactive tailings disposal site

M. Aubertin, B. Bussière, S. Broda, 2018, Canadian Geotechnical Journal.

A 3 D numerical model to assess the performance of the reclamation measures for an abandoned mine site

M. Aubertin, B. Bussière, S. Broda, 2016 .

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)

Stefan Broda, Andreas Wunsch, Tanja Liesch, 2021, Hydrology and Earth System Sciences.

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

S. Broda, T. Liesch, Andreas Wunsch, 2021, Nature Communications.

Groundwater–surface water interactions in Canada

M. Larocque, S. Broda, 2016 .

Groundwater Level Forecasting with Artificial Neural Networks: A Comparison of LSTM, CNN and NARX

Stefan Broda, Andreas Wunsch, Tanja Liesch, 2020 .

Advanced deep learning architectures for accurate detection of subsurface tile drainage pipes from remote sensing images

Mahdyar Ravanbakhsh, S. Broda, Sandra Willkommen, 2022, Remote Sensing.