Hylke E. Beck

Research interests

Publications

• GLEAM4: global land evaporation and soil moisture dataset at 0.1° resolution from 1980 to near present

  Scientific Data · 2025 · https://doi.org/10.1038/s41597-025-04610-y

• RETRACTED ARTICLE: Warming accelerates global drought severity

  Nature · 2025 · https://doi.org/10.1038/s41586-025-09047-2

• Differentiable modelling to unify machine learning and physical models for geosciences

  Nature Reviews Earth & Environment · 2023 · https://doi.org/10.1038/s43017-023-00450-9

• High-resolution (1 km) Köppen-Geiger maps for 1901–2099 based on constrained CMIP6 projections

  Scientific Data · 2023 · https://doi.org/10.1038/s41597-023-02549-6

• Assessing placement bias of the global river gauge network

  Nature Sustainability · 2022 · https://doi.org/10.1038/s41893-022-00873-0

• Evaluation of 18 satellite- and model-based soil moisture products using in situ measurements from 826 sensors

  Hydrology and earth system sciences · 2021 · https://doi.org/10.5194/hess-25-17-2021

• RF-MEP: A novel Random Forest method for merging gridded precipitation products and ground-based measurements

  Remote Sensing of Environment · 2020 · https://doi.org/10.1016/j.rse.2019.111606

• Daily evaluation of 26 precipitation datasets using Stage-IV gauge-radar data for the CONUS

  Hydrology and earth system sciences · 2019 · https://doi.org/10.5194/hess-23-207-2019

• Global Reconstruction of Naturalized River Flows at 2.94 Million Reaches

  Water Resources Research · 2019 · https://doi.org/10.1029/2019wr025287

• Satellite Remote Sensing for Water Resources Management: Potential for Supporting Sustainable Development in Data‐Poor Regions

  Water Resources Research · 2018 · https://doi.org/10.1029/2017wr022437

• Present and future Köppen-Geiger climate classification maps at 1-km resolution

  Scientific Data · 2018 · https://doi.org/10.1038/sdata.2018.214

• MSWEP V2 Global 3-Hourly 0.1° Precipitation: Methodology and Quantitative Assessment

  Bulletin of the American Meteorological Society · 2018 · https://doi.org/10.1175/bams-d-17-0138.1

• Global-scale evaluation of 22 precipitation datasets using gauge observations and hydrological modeling

  Hydrology and earth system sciences · 2017 · https://doi.org/10.5194/hess-21-6201-2017

• GLEAM v3: satellite-based land evaporation and root-zone soil moisture

  Geoscientific model development · 2017 · https://doi.org/10.5194/gmd-10-1903-2017

• Global evaluation of runoff from 10 state-of-the-art hydrological models

  Hydrology and earth system sciences · 2017 · https://doi.org/10.5194/hess-21-2881-2017

• MSWEP: 3-hourly 0.25° global gridded precipitation (1979–2015) by merging gauge, satellite, and reanalysis data

  Hydrology and earth system sciences · 2017 · https://doi.org/10.5194/hess-21-589-2017

• A global water resources ensemble of hydrological models: the eartH2Observe Tier-1 dataset

  Earth system science data · 2017 · https://doi.org/10.5194/essd-9-389-2017

• Global‐scale regionalization of hydrologic model parameters

  Water Resources Research · 2016 · https://doi.org/10.1002/2015wr018247

• Global Maps of Streamflow Characteristics Based on Observations from Several Thousand Catchments*

  Journal of Hydrometeorology · 2015 · https://doi.org/10.1175/jhm-d-14-0155.1

• El Niño–La Niña cycle and recent trends in continental evaporation

  Nature Climate Change · 2013 · https://doi.org/10.1038/nclimate2068

• Global patterns in base flow index and recession based on streamflow observations from 3394 catchments

  Water Resources Research · 2013 · https://doi.org/10.1002/2013wr013918

• The Millennium Drought in southeast Australia (2001–2009): Natural and human causes and implications for water resources, ecosystems, economy, and society

  Water Resources Research · 2013 · https://doi.org/10.1002/wrcr.20123

• Global evaluation of four AVHRR–NDVI data sets: Intercomparison and assessment against Landsat imagery

  Remote Sensing of Environment · 2011 · https://doi.org/10.1016/j.rse.2011.05.012

Current projects

No projects listed.