TY - JOUR
T1 - Evaluation of uncertainties in mean and extreme precipitation under climate change for northwestern Mediterranean watersheds from high-resolution Med and Euro-CORDEX ensembles
AU - Colmet-Daage, Antoine
AU - Sanchez-Gomez, Emilia
AU - Ricci, Sophie
AU - Llovel, Cécile
AU - Estupina, Valérie Borrell
AU - Quintana-Seguí, Pere
AU - Carmen Llasat, Maria
AU - Servat, Eric
N1 - Funding Information:
Acknowledgements. This work is an initiative of WSP-France. The financial support for this work has been provided by WSP-France under the CIFRE contract 2015/005. This paper was written under the framework of the International HYMEX project and the Spanish HOPE (CGL2014-52571-R) project. We acknowledge the World Climate Research Programme’s Working Group on Regional Climate, and the Working Group on Coupled Modelling, former coordinating body of CORDEX and responsible panel for CMIP5. We also thank the climate modeling groups (listed in Table 1 of this paper) for producing and making available their model output. We also acknowledge the Earth System Grid Federation infrastructure an international effort led by the U.S. Department of Energy’s Program for Climate Model Diagnosis and Intercomparison, the European Network for Earth System Modelling and other partners in the Global Organisation for Earth System Science Portals (GO-ESSP). The authors wish to especially acknowledge Samuel Somot (CNRM) for his fruitful discussions about regional modeling and the MedCORDEX database. Thanks are given to Elisabeth Harader for some methodological ideas examined in their PhD thesis. Special thanks are also given to Jean-Marc Lacave and Gwenaëlle Hello from Météo-France for providing the daily and 3 h pluviometer data, and to Céline Vargel for her useful work on the comparison between SAFRAN and pluviometer data.
Publisher Copyright:
© Author(s) 2018.
PY - 2018
Y1 - 2018
N2 - The climate change impact on mean and extreme precipitation events in the northern Mediterranean region is assessed using high-resolution EuroCORDEX and MedCORDEX simulations. The focus is made on three regions, Lez and Aude located in France, and Muga located in northeastern Spain, and eight pairs of global and regional climate models are analyzed with respect to the SAFRAN product. First the model skills are evaluated in terms of bias for the precipitation annual cycle over historical period. Then future changes in extreme precipitation, under two emission scenarios, are estimated through the computation of past/future change coefficients of quantile-ranked model precipitation outputs. Over the 1981-2010 period, the cumulative precipitation is overestimated for most models over the mountainous regions and underestimated over the coastal regions in autumn and higher-order quantile. The ensemble mean and the spread for future period remain unchanged under RCP4.5 scenario and decrease under RCP8.5 scenario. Extreme precipitation events are intensified over the three catchments with a smaller ensemble spread under RCP8.5 revealing more evident changes, especially in the later part of the 21st century.
AB - The climate change impact on mean and extreme precipitation events in the northern Mediterranean region is assessed using high-resolution EuroCORDEX and MedCORDEX simulations. The focus is made on three regions, Lez and Aude located in France, and Muga located in northeastern Spain, and eight pairs of global and regional climate models are analyzed with respect to the SAFRAN product. First the model skills are evaluated in terms of bias for the precipitation annual cycle over historical period. Then future changes in extreme precipitation, under two emission scenarios, are estimated through the computation of past/future change coefficients of quantile-ranked model precipitation outputs. Over the 1981-2010 period, the cumulative precipitation is overestimated for most models over the mountainous regions and underestimated over the coastal regions in autumn and higher-order quantile. The ensemble mean and the spread for future period remain unchanged under RCP4.5 scenario and decrease under RCP8.5 scenario. Extreme precipitation events are intensified over the three catchments with a smaller ensemble spread under RCP8.5 revealing more evident changes, especially in the later part of the 21st century.
UR - http://www.scopus.com/inward/record.url?scp=85041173429&partnerID=8YFLogxK
U2 - 10.5194/hess-22-673-2018
DO - 10.5194/hess-22-673-2018
M3 - Article
AN - SCOPUS:85041173429
SN - 1027-5606
VL - 22
SP - 673
EP - 687
JO - Hydrology and Earth System Sciences
JF - Hydrology and Earth System Sciences
IS - 1
ER -