Publications per year
Publications per year
Personal profile
Research interests
Surrogate model development and machine learning for water applications; flood risk assessment; efficiency assessment in long-term planning of water infrastructure; urban development modelling; short-term forecasting and operation of water systems
Other information
Recent projects
- Clacos (2021-2022) (MUDP)
Scientific machine learning for urban drainage applications - Signature project Jammerbugt Municipality (2021-2022) (Danish government)
Using machine learning and remote sensing to predict flooding - Water Smart Cities (2016-2020) (IFD)
Modelling the urban water system for strategic planning under deep uncertainty and with various stakeholders - CRC for Water Sensitive Cities (2014-2016) (Australian Government)
Flood Modelling in conjunction with urban development modelling, flood damage analysis, experimental design
Research areas
- Machine learning for water and environmental applications
- Urban water + flood risk assessment
- Statistics and Stochastic Time Series Modeling
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
PhD Probabilistic Forecasting for On-line Operation of Urban Drainage Systems, DTU Compute
2011 → 2014
Diploma Studies Hydrology, Dresden Technical University
2003 → 2008
External positions
Postdoc, DTU
2014 → …
Project Engineer, Krüger A/S
2014 → 2016
Hydrologist, Institute for technical and scientific hydrology (itwh)
2008 → 2010
Keywords
- User defined:
- Flood modelling, Statistics, Time series modelling, Urban development
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Publications
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A Comparative Overview of the Transversal Connectivity of Natural Landscape Mosaics to Freshwaters in the Metropolitan Areas of Berlin, London, & Paris
Hysa, A., Löwe, R. & Geist, J., 2023, In: Journal of Digital Landscape Architecture. 2023, 8, p. 23-30 8 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile10 Downloads (Pure) -
Den Lille Blå Parlør om Havstigning
Wiberg, K., Arnbjerg-Nielsen, K., Eggert, A. L., Fryd, O., Jørgensen, G., Lund, A. A., Löwe, R., Møller, K. S., Nielsen, T. & Ryu, S. J., 2023, Aarhus School of Architecture. 122 p.Research output: Book/Report › Report › Research
Open AccessFile20 Downloads (Pure) -
Holistic valuation of Nature-Based Solutions accounting for human perceptions and nature benefits
Viti, M., Löwe, R., Sørup, H. J. D., Ladenburg, J., Gebhardt, O., Iversen, S., McKnight, U. S. & Arnbjerg-Nielsen, K., 2023, In: Journal of Environmental Management. 334, 12 p., 117498.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile34 Downloads (Pure) -
Identifying barriers and potentials of integrated assessments of sustainable urban development and adaptation to rising sea levels
Eggert, A. L., Löwe, R. & Arnbjerg-Nielsen, K., 2023, In: Ecological Indicators. 148, 13 p., 110078.Research output: Contribution to journal › Review › peer-review
Open AccessFile32 Downloads (Pure) -
Accelerating hydrodynamic simulations of urban drainage systems with physics-guided machine learning
Palmitessa, R., Grum, M., Engsig-Karup, A. P. & Löwe, R., 2022, In: Water Research. 223, 13 p., 118972.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile129 Downloads (Pure)
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Scientific machine learning til bedre varsling af oversvømmelse
Aarestrup, P., Löwe, R., Bauer-Gottwein, P., Butts, M. B. & Pedersen, J. W.
01/03/2023 → 28/02/2026
Project: PhD
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New approaches to water management and city development as a response to rising sea levels
Eggert, A. L., Löwe, R. & Arnbjerg-Nielsen, K.
01/11/2020 → 31/01/2024
Project: PhD
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Holistic and replicable quantitative assessment of non-tangible benefits of Nature-Based Solutions
Viti, M., Wendling, L., Zandersen, M., Arnbjerg-Nielsen, K., Löwe, R. & McKnight, U. S.
15/11/2019 → 14/04/2023
Project: PhD
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Balancing Costs and Benefits op New Urban Water Management Objectives for Both Real Time Applications and Urban Planning
Skrydstrup, J., Lundy, L., Mikkelsen, P. S., Olsen, S. B., Arnbjerg-Nielsen, K., Löwe, R. & Gregersen, I. B.
01/06/2017 → 12/08/2021
Project: PhD
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Optimized water distribution using high-resolution data sources and novel data analysis methods
Kirstein, J. K., Rygaard, M., Borup, M., Löwe, R., Blokker, M., Pettersson, T. & Høgh, K.
01/09/2016 → 20/02/2020
Project: PhD
Activities
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Nye muligheder for simulering af vandsystemer ved hjælp af scientific machine learning - og hvorfor vi har brug for både hydrologisk og matematisk ekspertise
Roland Löwe (Invited speaker)
26 Oct 2022Activity: Talks and presentations › Conference presentations
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Machine learning in hydrology and environmental engineering – why system insight is (still) needed!
Roland Löwe (Invited speaker)
1 Dec 2021Activity: Talks and presentations › Conference presentations
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Hvordan kan vi blive bedre til strategisk planlægning af afløbssystemer?
Roland Löwe (Invited speaker)
5 Oct 2020Activity: Talks and presentations › Conference presentations
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Machine learning til beslutningsstøtte og overvågning
Roland Löwe (Guest lecturer)
12 Nov 2019Activity: Talks and presentations › Conference presentations
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Projections of pluvial flood risk in urban areas calls for a black box in flood risk management
Roland Löwe (Guest lecturer)
Apr 2019Activity: Talks and presentations › Conference presentations
File
Press/Media
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Fagpersoner: Foreslået dataforbedring om kloakoverløb løser ikke problemet
02/10/2020
1 Media contribution
Press/Media: Press / Media