Laboratoire des Sciences du Climat et de l'Environnement (LSCE-IPSL), CEA/CNRS/UVSQ, Université Paris-Saclay, Centre d'Etudes de Saclay, Orme des Merisiers, 91191 Gif-sur-Yvette, France
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Cumulative views and downloads
(calculated since 08 Apr 2021)
Total article views: 1,438 (including HTML, PDF, and XML)
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1,111
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PDF: 293
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Views and downloads (calculated since 25 Nov 2021)
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Total article views: 1,022 (including HTML, PDF, and XML)
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614
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Viewed (geographical distribution)
Total article views: 2,460 (including HTML, PDF, and XML)
Thereof 2,255 with geography defined
and 205 with unknown origin.
Total article views: 1,438 (including HTML, PDF, and XML)
Thereof 1,331 with geography defined
and 107 with unknown origin.
Total article views: 1,022 (including HTML, PDF, and XML)
Thereof 924 with geography defined
and 98 with unknown origin.
We propose a new multivariate downscaling and bias correction approach called time-shifted multivariate bias correction, which aims to correct temporal dependencies in addition to inter-variable and spatial ones. Our method is evaluated in a perfect model experiment context where simulations are used as pseudo-observations. The results show a large reduction of the biases in the temporal properties, while inter-variable and spatial dependence structures are still correctly adjusted.
We propose a new multivariate downscaling and bias correction approach called time-shifted...