Articles | Volume 19, issue 2
https://doi.org/10.5194/cp-19-439-2023
https://doi.org/10.5194/cp-19-439-2023
Research article
 | 
20 Feb 2023
Research article |  | 20 Feb 2023

CHELSA-TraCE21k – high-resolution (1 km) downscaled transient temperature and precipitation data since the Last Glacial Maximum

Dirk Nikolaus Karger, Michael P. Nobis, Signe Normand, Catherine H. Graham, and Niklaus E. Zimmermann

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Cited articles

Adams, J. M. and Faure, H.: Preliminary Vegetation Maps of the World since the Last Glacial Maximum: An Aid to Archaeological Understanding, J. Archaeol. Sci., 24, 623–647, https://doi.org/10.1006/jasc.1996.0146, 1997. 
Allouche, O., Tsoar, A., and Kadmon, R.: Assessing the accuracy of species distribution models: prevalence, kappa and the true skill statistic (TSS), J. Appl. Ecol., 43, 1223–1232, https://doi.org/10.1111/j.1365-2664.2006.01214.x, 2006. 
Alsos, I. G., Ehrich, D., Thuiller, W., Eidesen, P. B., Tribsch, A., Schönswetter, P., Lagaye, C., Taberlet, P., and Brochmann, C.: Genetic consequences of climate change for northern plants, P. R. Soc. B, 279, 2042–2051, https://doi.org/10.1098/rspb.2011.2363, 2012. 
Argus, D. F., Peltier, W. R., Drummond, R., and Moore, A. W.: The Antarctica component of postglacial rebound model ICE-6G_C (VM5a) based on GPS positioning, exposure age dating of ice thicknesses, and relative sea level histories, Geophys. J. Int., 198, 537–563, https://doi.org/10.1093/gji/ggu140, 2014. 
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Short summary
Here we present global monthly climate time series for air temperature and precipitation at 1 km resolution for the last 21 000 years. The topography at all time steps is created by combining high-resolution information on glacial cover from current and Last Glacial Maximum glacier databases with the interpolation of an ice sheet model and a coupling to mean annual temperatures from a global circulation model.
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