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
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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
57 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
14 Scopus citations -
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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Global high-resolution drought indices for 1981-2022
Gebrechorkos, S. H., Peng, J., Dyer, E., Miralles, D. G., Vicente-Serrano, S. M., Funk, C., Beck, H. E., Asfaw, D. T., Singer, M. B. & Dadson, S. J., Dec 4 2023, In: Earth System Science Data. 15, 12, p. 5449-5466 18 p.Research output: Contribution to journal › Article › peer-review
Open Access12 Scopus citations -
High-resolution (1 km) Köppen-Geiger maps for 1901–2099 based on constrained CMIP6 projections
Beck, H. E., McVicar, T. R., Vergopolan, N., Berg, A., Lutsko, N. J., Dufour, A., Zeng, Z., Jiang, X., van Dijk, A. I. J. M. & Miralles, D. G., Dec 2023, In: Scientific data. 10, 1, 724.Research output: Contribution to journal › Article › peer-review
Open Access55 Scopus citations -
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
8 Scopus citations -
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
3 Scopus citations -
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
Prizes
Press/Media
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Intense Rain In UAE And Oman Most Likely Link To Climate Change Caused By Fossil Fuel Emission, Study Says
04/26/24
1 item of Media coverage
Press/Media: Press / Media
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KAUST report warns of flash flooding like that in the Arabian Peninsula
04/25/24
1 item of Media coverage
Press/Media: Press / Media
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UAE and Oman flooding 'up to 40% more intense due to climate change'
04/25/24
2 items of Media coverage
Press/Media: Press / Media
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Which climate zones will disappear due to global warming by 2100?
03/1/24
1 item of Media coverage
Press/Media: Press / Media
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Planetary changes in vegetation predicted by the end of the century
10/24/23
2 items of Media coverage
Press/Media: 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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MIL-Evening Report: New report shows alarming changes in the entire global water cycle
01/11/23 → 01/12/23
4 items of Media coverage
Press/Media: Press / Media