Stefan Broda

机构：Federal Institute for Geosciences and Natural Resources · ORCID：0000-0001-6858-6368

发表论文 95 篇 · 总被引 2107 次 · h-index 17

代表论文

• Deep learning shows declining groundwater levels in Germany until 2100 due to climate change (2022 · Nature Communications · 被引 251)
• Feature-based Groundwater Hydrograph Clustering Using Unsupervised Self-Organizing Map-Ensembles (2021 · Water Resources Management · 被引 56)
• On the challenges of global entity-aware deep learning models for groundwater level prediction (2024 · Hydrology and earth system sciences · 被引 34)
• Carbonate rocks and karst water resources in the Mediterranean region (2024 · Hydrogeology Journal · 被引 25)
• Assessing groundwater level modelling using a 1-D convolutional neural network (CNN): linking model performances to geospatial and time series features (2024 · Hydrology and earth system sciences · 被引 20)
• Towards a global spatial machine learning model for seasonal groundwater level predictions in Germany (2025 · Hydrology and earth system sciences · 被引 13)