Articles | Volume 15, issue 6
https://doi.org/10.5194/essd-15-2445-2023
https://doi.org/10.5194/essd-15-2445-2023
Data description article
 | 
12 Jun 2023
Data description article |  | 12 Jun 2023

CHELSA-W5E5: daily 1 km meteorological forcing data for climate impact studies

Dirk Nikolaus Karger, Stefan Lange, Chantal Hari, Christopher P. O. Reyer, Olaf Conrad, Niklaus E. Zimmermann, and Katja Frieler

Related authors

Biome.jl v0.1.0: a modular platform for mechanistic biome modeling and hypothesis testing
Capucine Marie Sophie Lechartre, Victor Boussange, Dirk Nikolaus Karger, Jed Oliver Kaplan, Philipp Brun, and Niklaus Emmanuel Zimmermann
EGUsphere, https://doi.org/10.5194/egusphere-2026-4919,https://doi.org/10.5194/egusphere-2026-4919, 2026
This preprint is open for discussion and under review for Geoscientific Model Development (GMD).
Short summary
A protocol for the biodiversity model intercomparison project: BMIP 1.0
Santiago José Elías Velazco, Natalie Briscoe, Lauren Buckley, Juliano Sarmento Cabral, Francisco Cervantes Peralta, Rob Cooke, Admir Cesar de Oliveira Junior, Simon Ferrier, Samuel J. L. Gascoigne, Lucas da Cunha Godoy, Gurutzeta Guillera-Arroita, Nick J. B. Isaac, Dirk Nikolaus Karger, Raya Keuth, Carolyn J. Lundquist, Cory Merow, Andy Purvis, Katrin Schifferle, Alice E. Semple, Josep M. Serra-Diaz, Justin M. J. Travis, Brendan A. Wintle, Damaris Zurell, Mark C. Urban, and Greta Bocedi
EGUsphere, https://doi.org/10.5194/egusphere-2026-5033,https://doi.org/10.5194/egusphere-2026-5033, 2026
This preprint is open for discussion and under review for Geoscientific Model Development (GMD).
Short summary
Hyper-resolution large-scale hydrological modelling benefits from improved process representation in mountain regions
Joren Janzing, Niko Wanders, Marit van Tiel, Barry van Jaarsveld, Dirk N. Karger, and Manuela I. Brunner
Hydrol. Earth Syst. Sci., 29, 7041–7071, https://doi.org/10.5194/hess-29-7041-2025,https://doi.org/10.5194/hess-29-7041-2025, 2025
Short summary
Regionally optimized high-resolution input datasets enhance the representation of snow cover in CLM5
Johanna Teresa Malle, Giulia Mazzotti, Dirk Nikolaus Karger, and Tobias Jonas
Earth Syst. Dynam., 15, 1073–1115, https://doi.org/10.5194/esd-15-1073-2024,https://doi.org/10.5194/esd-15-1073-2024, 2024
Short summary
Microclimate mapping using novel radiative transfer modelling
Florian Zellweger, Eric Sulmoni, Johanna T. Malle, Andri Baltensweiler, Tobias Jonas, Niklaus E. Zimmermann, Christian Ginzler, Dirk Nikolaus Karger, Pieter De Frenne, David Frey, and Clare Webster
Biogeosciences, 21, 605–623, https://doi.org/10.5194/bg-21-605-2024,https://doi.org/10.5194/bg-21-605-2024, 2024
Short summary

Cited articles

Adler, R. F., Huffman, G. J., Chang, A., Ferraro, R., Xie, P. P., Janowiak, J., Rudolf, B., Schneider, U., Curtis, S., Bolvin, D., Gruber, A., Susskind, J., Arkin, P., and Nelkin, E.: The version-2 global precipitation climatology project (GPCP) monthly precipitation analysis (1979–present), J. Hydrometeorol., 4, 1147–1167, 2003. 
Balsamo, G., Beljaars, A., Scipal, K., Viterbo, P., van den Hurk, B., Hirschi, M., and Betts, A. K.: A Revised Hydrology for the ECMWF Model: Verification from Field Site to Terrestrial Water Storage and Impact in the Integrated Forecast System, J. Hydrometeorol., 10, 623–643, https://doi.org/10.1175/2008JHM1068.1, 2009. 
Balsamo, G., Boussetta, S., Lopez, P., and Ferranti, L.: Evaluation of ERA-Interim and ERA-Interim-GPCP-rescaled precipitation over the U.S.A., ECMWF, Shinfield Park, Reading, 2010. 
Barton, M. G., Clusella-Trullas, S., and Terblanche, J. S.: Spatial scale, topography and thermoregulatory behaviour interact when modelling species' thermal niches, Ecography, 42, 376–389, https://doi.org/10.1111/ecog.03655, 2019. 
Download
Short summary
We present the first 1 km, daily, global climate dataset for climate impact studies. We show that the high-resolution data have a decreased bias and higher correlation with measurements from meteorological stations than coarser data. The dataset will be of value for a wide range of climate change impact studies both at global and regional level that benefit from using a consistent global dataset.
Share
Altmetrics
Final-revised paper
Preprint