@article{fdi:010075577, title = {{T}he impact of soil moisture on precipitation downscaling in the {E}uro-{M}editerranean area}, author = {{H}ertig, {E}. and {T}ramblay, {Y}ves and {R}omberg, {K}. and {K}aspar-{O}tt, {I}. and {M}erkenschlager, {C}.}, editor = {}, language = {{ENG}}, abstract = {{I}n the present study the role of soil moisture ({SM}) in a statistical downscaling framework for precipitation in the {E}uro-{M}editerranean domain is assessed. {D}ifferent settings of the statistical downscaling models, differing in terms of the predictor variables used, are compared to quantify the influence of {SM} on the downscaling results. {R}esults indicate an improvement of the skill of the statistical models when using {SM} information. {T}his improvement is only moderate when averaged over the whole {E}uro-{M}editerranean domain, but for specific regions the gain in performance is substantial. {R}egional projections of precipitation under the {RCP}4.5 and {RCP}8.5 scenario are considerably modified when {SM} is used as additional predictor in comparison with results based on atmospheric predictors alone.}, keywords = {{S}tatistical downscaling ; {S}oil moisture ; {P}recipitation ; {E}urope ; {M}editerranean area ; {EUROPE} ; {ZONE} {MEDITERRANEENNE}}, booktitle = {}, journal = {{C}limate {D}ynamics}, volume = {52}, numero = {5-6}, pages = {2869--2884}, ISSN = {0930-7575}, year = {2019}, DOI = {10.1007/s00382-018-4304-2}, URL = {https://www.documentation.ird.fr/hor/fdi:010075577}, }