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 and climate change. 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 of the national water resource model for Denmark (DK-model) as well as various other projects surrounding climate change impacts, drain, and green transition.
Curriculum vitae
Academic Employment
| Period | Organisation | Position |
| since 2021 | GEUS, Dept. of Hydrology | Researcher |
| 2018 - 2021 | GEUS, Dept. of Hydrology | Post Doc |
| 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 |
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 new digital twin for climate change adaptation, water management, and disaster risk reduction (HIP digital twin)
Henriksen, H. J., Schneider, R., Koch, J., Ondracek, M., Troldborg, L., Seidenfaden, I. K., Kragh, S. J., Bøgh, E. & Stisen, S., 1 Jan 2023, In: Water (Switzerland). 15, 1, 26 p., 25.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
Evaluation of adaptation measures to counteract rising groundwater levels in urban areas in response to climate change
Rasmussen, P., Kidmose, J., Kallesøe, A. J., Sandersen, P. B. E., Schneider, R. & Sonnenborg, T. O., Feb 2023, In: Hydrogeology Journal. 31, p. 35–52 18 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access1 Citation (Scopus) -
Improving drain flow simulations in a national hydrologic model with machine learning estimates of drain fraction
Schneider, R., Noordujin, S., Mahmood, H., Stisen, S. & Højberg, A. L., 2023, EGU General Assembly Conference Abstracts. EGU23-11474Research output: Chapter in Book/Report/Conference proceeding › Abstract in proceedings › peer-review
Open Access -
Undersøgelse af hydrologiske klimatilpasningseffekter ved vådlægning. Slutrapport af projektet under Nationale Forskningsprogrammer: 33010-NIFA-20-752
Schneider, R., Ondracek, M. & Stisen, S., 30 Jun 2023, København: GEUS. 73 p. (Danmarks og Grønlands Geologiske Undersøgelse Rapport; vol. 2023, no. 17)Research output: Book/Report › Report (publicly available)
Open Access -
Using jointly calibrated fine-scale drain models across Denmark to assess the influence of physical variables on spatial drain flow patterns
Mahmood, H., Schneider, R. J. M., Frederiksen, R. R., Christiansen, A. V. & Stisen, S., Apr 2023, In: Journal of Hydrology: Regional Studies. 46, 17 p., 101353.Research output: Contribution to journal › Article › Research › peer-review
Open Access
Activities
- 2 Scientific presentation without abstract/poster
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Hybrid modelling: Combining physically-based models with data-driven methods
Raphael Johannes Maria Schneider (Invited speaker)
16 Nov 2022Activity: Talk or presentation › Scientific presentation without abstract/poster
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Tørke og klimaekstremer på tværs af sæsoner - fremtidens undervurderede hydrologiske udfordringer?
Raphael Johannes Maria Schneider (Invited speaker), Bertel Nilsson (Co-author), Hans Jørgen Henriksen (Co-author), Ida Karlsson Seidenfaden (Co-author), Torben Obel Sonnenborg (Co-author) & Simon Stisen (Co-author)
26 Oct 2022Activity: Talk or presentation › Scientific presentation without abstract/poster
Press/Media
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Tørke i Danmark: Vi er heldige at have haft en våd vinter
Raphael Johannes Maria Schneider
21/06/23
1 Media contribution
Press/Media