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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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) -
Combining Data assimilation and long short-term memory (LSTM) surrogate models for streamflow forecasting in Denmark
Liu, J., Schneider, R., Koch, J., Troldborg, L. & Stisen, S., 2023.Research output: Contribution to conference › Abstract at conference › peer-review
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Flow regime changes in the Lancang River, revealed by integrated modeling with multiple Earth observation datasets
Zhang, X., Jiang, L., Liu, Z., Kittel, C. M. M., Yao, Z., Druce, D., Wang, R., Tøttrup, C., Liu, J., Jiang, H. & Bauer-Gottwein, P., 1 Mar 2023, In: Science of the Total Environment. 862, 17 p., 160656.Research output: Contribution to journal › Article › Research › peer-review
14 Citations (Scopus) -
Challenges with regard to Unmanned Aerial Systems (UASs) measurement of river surface velocity using Doppler Radar
Bandini, F., Frías, M. C., Liu, J., Simkus, K., Karagkiolidou, S. & Bauer-Gottwein, P., 1 Mar 2022, In: Remote Sensing. 14, 5, 23 p., 1277.Research output: Contribution to journal › Article › Research › peer-review
Open Access10 Citations (Scopus) -
Evaluation of long-term and high-resolution gridded precipitation and temperature products in the Qilian Mountains, Qinghai–Tibet Plateau
Li, Y., Qin, X., Liu, Y., Jin, Z., Liu, J., Wang, L. & Chen, J., 25 May 2022, In: Frontiers in Environmental Science. 10, 16 p., 906821.Research output: Contribution to journal › Article › Research › peer-review
Open Access30 Citations (Scopus)