Search Results - "Quirmbach, Markus"

Development of an Inductive Rain Gauge by Clemens, Christoph, Jobst, Annette, Radschun, Mario, Himmel, Jörg, Kanoun, Olfa, Quirmbach, Markus

“…Measuring weather data in an urban environment is an important task on the journey towards smart cities. Heavy rain can cause flooding in cities and prevent…”
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A Spatiotemporal Deep Learning Approach for Urban Pluvial Flood Forecasting with Multi-Source Data by Burrichter, Benjamin, Hofmann, Julian, Koltermann da Silva, Juliana, Niemann, Andre, Quirmbach, Markus

“…This study presents a deep-learning-based forecast model for spatial and temporal prediction of pluvial flooding. The developed model can produce the flooding…”
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A Temporal Fusion Transformer Model to Forecast Overflow from Sewer Manholes during Pluvial Flash Flood Events by Burrichter, Benjamin, Koltermann da Silva, Juliana, Niemann, Andre, Quirmbach, Markus

“…This study employs a temporal fusion transformer (TFT) for predicting overflow from sewer manholes during heavy rainfall events. The TFT utilised is capable of…”
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Towards a roadmap for use of radar rainfall data in urban drainage by Einfalt, Thomas, Arnbjerg-Nielsen, Karsten, Golz, Claudia, Jensen, Niels-Einar, Quirmbach, Markus, Vaes, Guido, Vieux, Baxter

“…Radar rainfall has received growing attention in the urban drainage community since its first appearance on an Urban Storm Drainage Conference in 1984. Still,…”
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Towards a roadmap for use of radar rainfall data in urban drainage by EINFALT, T, ARNBJERGNIELSEN, K, GOLZ, C, JENSEN, N, QUIRMBACH, M, VAES, G, VIEUX, B

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Towards a roadmap for use of radar rainfall data in urban drainage: Urban hydrology by EINFALT, Thomas, ARNBJERG-NIELSEN, Karsten, GOLZ, Claudia, JENSEN, Niels-Einar, QUIRMBACH, Markus, VAES, Guido, VIEUX, Baxter

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