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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Total article views: 1,605 (including HTML, PDF, and XML)
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1,252
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620
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Total article views: 2,641 (including HTML, PDF, and XML)
Thereof 2,429 with geography defined
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Total article views: 1,605 (including HTML, PDF, and XML)
Thereof 1,491 with geography defined
and 114 with unknown origin.
Total article views: 1,036 (including HTML, PDF, and XML)
Thereof 938 with geography defined
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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...