Research output per year
Research output per year
Personal profile
Education/Academic qualification
PhD, Satellite and Airborne Altimetry for Surface Water Monitoring at local to Regional Scales, Technical University of Denmark
1 Sept 2019 → 30 Aug 2022
Award Date: 18 Nov 2022
Master, Evaluating satellite-based and reanalysis precipitation datasets for hydrological modeling in the Qinghai-Tibetan Plateau, Chinese Academy of Sciences
1 Sept 2016 → 30 May 2019
Award Date: 30 May 2019
Bachelor, Xi'an University of Technology
1 Sept 2012 → 30 May 2016
Award Date: 30 May 2016
Keywords
- GB Physical geography
- Hydrology
- Remote sensing
- Machine learning
- Data mining
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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
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Beskrivelse af kvælstofretentionskort version 2025 til anvendelse i lokale grønne treparter via MARS
Højberg, A. L. (Editor), Thodsen, H. (Editor), Børgesen, C. D. (Editor), Andersen, A. H., Andersen, L. T., Audet, J., Bach, E. O., Møller Balling, I., Christensen, A.-S. H., Christiansen, D. T., Christiansen, D. A., Tirado Conde, J., Falk, F. A., Frederiksen, R. R., Giannini-Kurina, F., Gudbjerg, J., Hansen, B., Henri, C. V., Henriksen, E. S. & Hermansen, N. & 31 others, , 30 Apr 2025, København: GEUS. 101 p.Research output: Book/Report › Report (publicly available)
Open Access -
CAMELS-DK: Hydrometeorological time series and landscape attributes for 3330 Danish catchments with streamflow observations from 304 gauged stations
Liu, J., Koch, J., Stisen, S., Troldborg, L., Højberg, A. L., Thodsen, H., Hansen, M. F. T. & Schneider, R. J. M., 14 Apr 2025, In: Earth System Science Data. 17, 4, p. 1551-1572 22 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
CAMELS-DK: Hydrometeorological Time Series and Landscape Attributes for 3330 Danish Catchments with Streamflow Observations from 304 Gauged Stations
Koch, J., Liu, J., Stisen, S., Troldborg, L., Højberg, J. A. L., Thodsen, H., Hansen, M. F. T. & Schneider, R. J. M., 2025.Research output: Contribution to conference › Abstract at conference › peer-review
Open Access -
Deep learning estimation of river discharge based on satellite observations in Mediterranean catchments
Liu, J., Koch, J., Sivelle, V., Massari, C., Tarpanelli, A. & Schneider, R., 2025, p. EGU25-16988.Research output: Contribution to conference › Abstract at conference › peer-review
Open Access -
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 Access9 Citations (Scopus)