Research output per year
Research output per year
Personal profile
Presentation
My primary resarch area is large-scale hydrological modelling, with a focus on (shallow) groundwater, climate change, and flood and drought. I have in-depth expertise of model parameterization and optimization. Current efforts are geared towards a combination of physically-based models with data-driven machine learning approaches as well as remote sensing data.
I am involved in the ongoing development and operationalization of the National Hydrological Model for Denmark (DK-model) as well as various other projects surrounding climate change impacts, drainage, floods and drought, and green transition.
Curriculum vitae
Academic Employment
| Period | Organisation | Position |
| since 2024 | GEUS, Dept. of Hydrology | Senior Researcher |
| 2018 - 2024 | GEUS, Dept. of Hydrology | Post Doc and Researcher |
| 2014 - 2017 | Technical University of Denmark (DTU), Dept. of Environmental Engineering | PhD student |
Education
| Period | Organisation | Education |
| 2014 - 2017 | Technical University of Denmark (DTU) | PhD student. Thesis: "CryoSat-2 satellite radar altimetry for river analysis and modelling" |
| 2017 | Hydrology group of the Research Institute for Geo-Hydrological protection (CNR IRPI), Perugia, Italy | Research stay as PhD student |
| 2011- 2013 | DTU | M.Sc. Environmental Engineering |
| 2007 - 2011 | Technische Universität München (TUM), Germany | B.Sc. Environmental Engineering |
Programme Area
- Programme Area 2: Water Resources
Fingerprint
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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
Research output
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A national-scale hybrid model for enhanced streamflow estimation - consolidating a physically based hydrological model with long short-term memory (LSTM) networks
Liu, J., Koch, J., Stisen, S., Troldborg, L. & Schneider, R. J. M., 4 Jul 2024, In: Hydrology and Earth System Sciences. 28, 13, p. 2871-2893 23 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access1 Citation (Scopus) -
Deciphering the mechanism of better predictions of regional LSTM models in ungauged basins
Yu, Q., Jiang, L., Schneider, R., Zheng, Y. & Liu, J., Jul 2024, In: Water Resources Research. 60, 7, 15 p., e2023WR035876.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
Innovating the calibration of a national-scale integrated hydrological model
Schneider, R., Troldborg, L., Højberg, A. L., Ondracek, M., Christiansen, D. T. & Stisen, S., 2024, p. EGU24-14555.Research output: Contribution to conference › Abstract at conference › peer-review
Open Access -
On the improvement of catchment scale simulations of nitrate transport through tile drains
Højberg, A. L., Schneider, R., Christiansen, D. T. & Stisen, S., 2024.Research output: Contribution to conference › Abstract at conference › peer-review
Open Access -
Tilpasning DK-model med VP3 målsatte vandløb og søer
Ondracek, M., Troldborg, L., Hansen, M. F. T., Christiansen, D. T., Molis, M., Schneider, R. J. M., Kidmose, J. & Nilsson, B., 1 Feb 2024, København: GEUS. 85 p. (Danmarks og Grønlands Geologiske Undersøgelse Rapport; No. 52, Vol. 2023).Research output: Book/Report › Report (publicly available)
Open Access
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Tørke og Grundvandsstand: Sammenhængen mellem tørke og grundvandsniveauer samt fremtidens vandforvaltning
Seidenfaden, I. K. (Invited speaker), Sonnenborg, T. O. (Invited speaker), Schneider, R. J. M. (Co-author) & Stisen, S. (Co-author)
20 Nov 2024Activity: Talk or presentation › Scientific presentation without abstract/poster
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Hydrological (drought) indices and the National Hydrological Model
Schneider, R. J. M. (Invited speaker), Andreasen, M. (Co-author), Hansen, M. F. T. (Co-author), Henriksen, H. J. (Co-author), Højberg, A. L. (Co-author), Koch, J. (Co-author), Nilsson, B. (Co-author), Seidenfaden, I. K. (Co-author) & Stisen, S. (Co-author)
8 Nov 2024Activity: Talk or presentation › Scientific presentation without abstract/poster
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For meget vand og for lidt vand – intensivering af det hydrologiske kredsløb
Stisen, S. (Invited speaker), Schneider, R. J. M. (Co-author) & Seidenfaden, I. K. (Co-author)
5 Nov 2024Activity: Talk or presentation › Scientific presentation without abstract/poster
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Nedbørsdiskontinuiteten set gennem Den Nationale Hydrologiske Model (DK-model)
Schneider, R. J. M. (Invited speaker), Troldborg, L. (Co-author), Højberg, A. L. (Co-author), Seidenfaden, I. K. (Co-author) & Stisen, S. (Co-author)
5 Nov 2024Activity: Talk or presentation › Scientific presentation without abstract/poster
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Hybrid modelling: Combining physically-based models with data-driven methods
Schneider, R. J. M. (Invited speaker)
16 Nov 2022Activity: Talk or presentation › Scientific presentation without abstract/poster
Press/Media
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Disse områder med meget nedbør og lerjord har stor risiko for oversvømmelser
16/08/24
1 Media contribution
Press/Media
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Høj grundvandsstand kan føre til oversvømmelser i april, advarer ekspert
8/04/24
1 Media contribution
Press/Media
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