Research output per year
Research output 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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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Publications
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Amenity valuation of urban and peri‑urban nature in high resolution on continental scale
Löwe, R., Viti, M., Arnbjerg-Nielsen, K. & Ladenburg, J., 2025, In: Nature-based Solutions. 7, 100214.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile30 Downloads (Orbit) -
Evaluating the feasibility of coastal protection scenarios on a city scale across plausible pathways scenarios for both sea level rise and urban development
Eggert, A. L., Arnbjerg-Nielsen, K. & Löwe, R., 2025, In: Ocean and Coastal Management. 261, 11 p., 107507.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile35 Downloads (Orbit) -
Waterfront usage trends across German metropolitan areas: A social-ecological perspective to urban blue-green infrastructure connectivity
Hysa, A., Löwe, R. & Geist, J., 2025, In: Landscape and Urban Planning. 260, 36 p., 105369.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile4 Downloads (Orbit) -
Automated screening of control potential with spatially explicit results to support dialogue about sewer overflow reduction and beyond
Kirstein, N. S. V., Mikkelsen, P. S., Rungø, M. & Löwe, R., 2024, In: Water Research. 256, 14 p., 121527.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile30 Downloads (Orbit) -
Beyond meta-studies: Learnings from a large multi-site primary dataset on non-tangible benefits of nature-based solutions
Viti, M., Ladenburg, J., Löwe, R., Sørup, H. J. D., McKnight, U. S. & Arnbjerg-Nielsen, K., 2024, In: Nature-based Solutions. 6, 100146.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile23 Downloads (Orbit)
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Enhancing weather and climate observation networks through multivariate statistics and optimization algorithms
Henriksen, R. L. T. (PhD Student), Löwe, R. (Main Supervisor), Mikkelsen, P. S. (Supervisor) & Pedersen, J. W. (Supervisor)
01/03/2025 → 29/02/2028
Project: PhD
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Scientific Machine Learning for Environmental Systems
Sørensen, A. J. (PhD Student), Engsig-Karup, A. P. (Main Supervisor), Löwe, R. (Supervisor) & Mikkelsen, P. S. (Supervisor)
01/06/2023 → 31/05/2026
Project: PhD
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Scientific machine learning til bedre varsling af oversvømmelse
Aarestrup, P. (PhD Student), Löwe, R. (Main Supervisor), Bauer-Gottwein, P. (Supervisor), Butts, M. B. (Supervisor) & Pedersen, J. W. (Supervisor)
01/03/2023 → 14/06/2026
Project: PhD
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New approaches to water management and city development as a response to rising sea levels
Eggert, A. L. (PhD Student), Löwe, R. (Main Supervisor), Arnbjerg-Nielsen, K. (Supervisor), Berndtsson, R. (Examiner) & Quitzau, M.-B. (Examiner)
01/11/2020 → 10/06/2024
Project: PhD
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Holistic and replicable quantitative assessment of non-tangible benefits of Nature-Based Solutions
Viti, M. (PhD Student), Wendling, L. (Examiner), Zandersen, M. (Examiner), Arnbjerg-Nielsen, K. (Main Supervisor), Löwe, R. (Supervisor) & McKnight, U. S. (Supervisor)
15/11/2019 → 31/08/2023
Project: PhD
Activities
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Anbefalinger fra Water Living Lab projektet - Maskinlæring i vandsystemer
Löwe, R. (Guest lecturer)
20 Mar 2024Activity: Talks and presentations › Talks and presentations in private or public companies and organisations
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Danske pilotbyers arbejde med stigende havvand
Löwe, R. (Invited speaker)
9 Feb 2023Activity: Talks and presentations › Conference presentations
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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
Löwe, R. (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!
Löwe, R. (Invited speaker)
1 Dec 2021Activity: Talks and presentations › Conference presentations
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Hvordan kan vi blive bedre til strategisk planlægning af afløbssystemer?
Löwe, R. (Invited speaker)
5 Oct 2020Activity: Talks and presentations › Conference presentations
Press/Media
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Forskere: Klimatilpasning af kystområder vil påvirke alle danskere, så lad os nu tænke os om
04/11/2024
1 Media contribution
Press/Media: Press / Media
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DTU-lektor: Her er mine seks råd til, hvordan vi skal arbejde med kystsikring
05/06/2024
1 Media contribution
Press/Media: Press / Media
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Christiansborg må snart afgøre, om alle danskere skal betale for sommerhusejernes kystsikring
30/10/2023
1 Media contribution
Press/Media: Press / Media
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Fagpersoner: Foreslået dataforbedring om kloakoverløb løser ikke problemet
02/10/2020
1 Media contribution
Press/Media: Press / Media