Research output per year
Research output per year
Personal profile
Research Overview
Professor Beck's interests lie in leveraging the latest developments in machine learning, remote sensing, and modeling to recognize, understand, and manage climate hazards such as floods, droughts, and heat waves.
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
Postdoc., European Commission Joint Research Centre Institute
2016
Ph.D., Department of Earth Sciences, VU University Amsterdam, Amsterdam, Netherlands
2009
Fingerprint
Dive into the research topics where Hylke Beck is active. These topic labels come from the works of this person. Together they form a unique 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
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Differentiable modelling to unify machine learning and physical models for geosciences
Shen, C., Appling, A. P., Gentine, P., Bandai, T., Gupta, H., Tartakovsky, A., Baity-Jesi, M., Fenicia, F., Kifer, D., Li, L., Liu, X., Ren, W., Zheng, Y., Harman, C. J., Clark, M., Farthing, M., Feng, D., Kumar, P., Aboelyazeed, D., Rahmani, F., & 11 others, Jul 11 2023, In: Nature Reviews Earth and Environment.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Extreme precipitation return levels for multiple durations on a global scale
Gründemann, G. J., Zorzetto, E., Beck, H. E., Schleiss, M., van de Giesen, N., Marani, M. & van der Ent, R. J., May 5 2023, In: Journal of Hydrology. 621, p. 129558Research output: Contribution to journal › Article › peer-review
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Future global streamflow declines are probably more severe than previously estimated
Zhang, Y., Zheng, H., Zhang, X., Leung, L. R., Liu, C., Zheng, C., Guo, Y., Chiew, F. H. S., Post, D., Kong, D., Beck, H., Li, C. & Blöschl, G., Feb 2 2023, In: Nature Water.Research output: Contribution to journal › Article › peer-review
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Inversion of river discharge from remotely sensed river widths: A critical assessment at three-thousand global river gauges
Lin, P., Feng, D., Gleason, C. J., Pan, M., Brinkerhoff, C. B., Yang, X., Beck, H. & Frasson, R. P. D. M., Feb 4 2023, In: REMOTE SENSING OF ENVIRONMENT. 287, p. 113489Research output: Contribution to journal › Article › peer-review
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Sub-Grid Representation of Vegetation Cover in Land Surface Schemes Improves the Modeling of How Climate Responds to Deforestation
Qin, Y., Wang, D., Cao, Y., Cai, X., Liang, S., Beck, H. & Zeng, Z., Aug 2 2023, In: Geophysical Research Letters. 50, 15Research output: Contribution to journal › Article › peer-review
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The impact of meteorological forcing uncertainty on hydrological modeling: A global analysis of cryosphere basins
Tang, G., Clark, M. P., Knoben, W. J. M., Liu, H., Gharari, S., Arnal, L., Beck, H. E., Wood, A. W., Newman, A. J. & Papalexiou, S. M., Jun 12 2023, In: Water Resources Research.Research output: Contribution to journal › Article › peer-review
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The impact of meteorological forcing uncertainty on hydrological modeling: A global analysis of cryosphere basins
Tang, G., Clark, M. P., Knoben, W. J. M., Liu, H., Gharari, S., Arnal, L., Beck, H. E., Wood, A. W., Newman, A. J. & Papalexiou, S. M., Jun 12 2023, In: Water Resources Research.Research output: Contribution to journal › Article › peer-review
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The suitability of differentiable, physics-informed machine learninghydrologic models for ungauged regions and climate change impact assessment
Feng, D., Beck, H. E., Lawson, K. & Shen, C., Jun 30 2023, In: Hydrology and Earth System Sciences. 27, 12, p. 2357-2373 17 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations
Press/Media
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‘Densely populated areas on earth are gradually becoming unlivable’
07/19/23
1 item of Media coverage
Press/Media: Press / Media
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New report shows alarming changes in the entire global water cycle
01/11/23 → 01/12/23
3 items of Media coverage
Press/Media: Press / Media
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New report shows alarming changes in the entire global water cycle
01/11/23
4 items of Media coverage
Press/Media: Press / Media
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KAUST faculty among Clarivate’s Highly Cited Researchers list for 2022
Mohamed-Slim Alouini, Husam Alshareef, Pierre Magistretti, Omar Mohammed Abdelsaboor, Mark Tester, Carlos Duarte, Stefaan De Wolf, Thomas Anthopoulos, Jorge Gascon, Huabin Zhang & Hylke Beck
12/1/22
1 item of Media coverage
Press/Media: Press / Media