Publications per year
Publications per year
Personal profile
Profile
Research interests:
My research focuses on hydrological data analysis and modelling, mainly in urban settings but also in natural catchments. I have worked a lot with real-time applications (monitoring, forecasting and control) of water quantity and quality in sewers and at wastewater treatment plants. Examples are:
- Short-range precipitation forecasts (NWP and radar nowcasts)
- Forecasting of flow and water quality in urban drainage systems.
- Merging continuous ISE signals with daily composite samples for improved NH4+ monitoring in wastewater.
- Hydrodynamic modeling by linking Python and EPA SWMM5 models.
- Automatic data validation and model calibration.
- Assimilation of satellite-based altimetry observations in river runoff models.
I am currently doing an industrial postdoc as a collaboration between the Danish Meteorological Institute and DTU Environment. Here I work with early warning of floods and use of open weather data for hydrological purposes.
Teaching:
I have been part of the teaching teams for a range of different water-related courses:
- Introduction to climate change
- Stochastic hydrology
- Water resources management
- Integrated urban water quality management
- Advanced topics in urban water management
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
Urban Water Systems, PhD, Using numerical weather prediction and in-sewer sensor data for realtime monitoring and forecasting in urban drainage-wastewater systems
1 Oct 2016 → 16 Apr 2021
Award Date: 16 Apr 2021
Environmental Engineering, MSc
1 Sept 2014 → 7 Jul 2016
Award Date: 7 Jul 2016
Environmental Engineering, BSc
30 Aug 2010 → 27 Aug 2013
Award Date: 27 Aug 2013
External positions
Industrial Postdoc, Danish Meteorological Institute
17 May 2021 → 17 May 2024
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Collaborations and top research areas from the last five years
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Publications
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Large-scale rain gauge network optimization using a kriging emulator
Henriksen, R. L. T., Hubrechts, J. B., Møller, J. K., Knudsen, P. & Pedersen, J. W., 2024, In: Journal of Hydrology. 637, 13 p., 131360.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile26 Downloads (Pure) -
Comparison of data-driven methods for linking extreme precipitation events to large-scale drivers: A case study from Copenhagen, Denmark
Antoniadou, N., Sørup, H. J. D., Pedersen, J. W., Gregersen, I. B., Schmith, T. & Arnbjerg-Nielsen, K., 2023. 2 p.Research output: Contribution to conference › Conference abstract for conference › Research › peer-review
Open AccessFile64 Downloads (Pure) -
Comparison of data-driven methods for linking extreme precipitation events to local and large-scale meteorological variables
Antoniadou, N., Sørup, H. J. D., Pedersen, J. W., Gregersen, I. B., Schmith, T. & Arnbjerg-Nielsen, K., 2023, In: Stochastic Environmental Research and Risk Assessment. 37, p. 4337-4357 21 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile59 Downloads (Pure) -
Diagnosing the location of uncertainty in urban drainage models with hydrologic and hydraulic signatures: a real case study with a complex internal overflow structure
Pedersen, A. N., Pedersen, J. W., Borup, M., Brink-Kjær, A., Christiansen, L. E. & Mikkelsen, P. S., 2022. 3 p.Research output: Contribution to conference › Conference abstract for conference › Research
Open AccessFile51 Downloads (Pure) -
Using multi-event hydrologic and hydraulic signatures from water level sensors to diagnose locations of uncertainty in integrated urban drainage models used in living digital twins
Pedersen, A. N., Pedersen, J. W., Borup, M., Brink-Kjær, A., Christiansen, L. E. & Mikkelsen, P. S., 2022, In: Water Science and Technology. 85, 6, p. 1981-1998 18 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile72 Downloads (Pure)
Projects
- 1 Finished
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Models for real time warning and control strategies in urban drainage and wastewater systems
Pedersen, J. W. (PhD Student), Ingildsen, P. (Examiner), Olsson, J. (Examiner), Bauer-Gottwein, P. (Examiner), Mikkelsen, P. S. (Main Supervisor), Madsen, H. (Supervisor) & Vezzaro, L. (Supervisor)
01/10/2016 → 22/04/2021
Project: PhD
Activities
- 3 Conference presentations
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Diagnosing the location of uncertainty in urban drainage models with hydrologic and hydraulic signatures: a real case study with a complex internal overflow structure
Pedersen, A. N. (Lecturer), Pedersen, J. W. (Guest lecturer), Borup, M. (Guest lecturer), Brink-Kjær, A. (Guest lecturer), Christiansen, L. E. (Guest lecturer) & Mikkelsen, P. S. (Guest lecturer)
10 Jan 2022 → 12 Jan 2022Activity: Talks and presentations › Conference presentations
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Tillid til digitale tvillinger i afløbssystemet
Pedersen, A. N. (Lecturer), Mikkelsen, P. S. (Guest lecturer), Pedersen, J. W. (Guest lecturer), Borup, M. (Guest lecturer), Christiansen, L. E. (Guest lecturer) & Brink-Kjær, A. (Guest lecturer)
24 Nov 2021Activity: Talks and presentations › Conference presentations
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Use of signatures for systematic diagnostic comparison of time series from urban drainage models and data
Pedersen, A. N. (Lecturer), Pedersen, J. W. (Other), Borup, M. (Other), Brink-Kjær, A. (Other), Christiansen, L. E. (Other) & Mikkelsen, P. S. (Other)
8 Dec 2020Activity: Talks and presentations › Conference presentations
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