TY - JOUR
T1 - The critical role of the routing scheme in simulating peak river discharge in global hydrological models
AU - Zhao, Fang
AU - Veldkamp, Ted I.E.
AU - Frieler, Katja
AU - Schewe, Jacob
AU - Ostberg, Sebastian
AU - Willner, Sven
AU - Schauberger, Bernhard
AU - Gosling, Simon N.
AU - Schmied, Hannes Müller
AU - Portmann, Felix T.
AU - Leng, Guoyong
AU - Huang, Maoyi
AU - Liu, Xingcai
AU - Tang, Qiuhong
AU - Hanasaki, Naota
AU - Biemans, Hester
AU - Gerten, Dieter
AU - Satoh, Yusuke
AU - Pokhrel, Yadu
AU - Stacke, Tobias
AU - Ciais, Philippe
AU - Chang, Jinfeng
AU - Ducharne, Agnes
AU - Guimberteau, Matthieu
AU - Wada, Yoshihide
AU - Kim, Hyungjun
AU - Yamazaki, Dai
N1 - Generated from Scopus record by KAUST IRTS on 2023-09-18
PY - 2017/6/28
Y1 - 2017/6/28
N2 - Global hydrological models (GHMs) have been applied to assess global flood hazards, but their capacity to capture the timing and amplitude of peak river discharge - which is crucial in flood simulations - has traditionally not been the focus of examination. Here we evaluate to what degree the choice of river routing scheme affects simulations of peak discharge and may help to provide better agreement with observations. To this end we use runoff and discharge simulations of nine GHMs forced by observational climate data (1971-2010) within the ISIMIP2a project. The runoff simulations were used as input for the global river routing model CaMa-Flood. The simulated daily discharge was compared to the discharge generated by each GHM using its native river routing scheme. For each GHM both versions of simulated discharge were compared to monthly and daily discharge observations from 1701 GRDC stations as a benchmark. CaMa-Flood routing shows a general reduction of peak river discharge and a delay of about two to three weeks in its occurrence, likely induced by the buffering capacity of floodplain reservoirs. For a majority of river basins, discharge produced by CaMa-Flood resulted in a better agreement with observations. In particular, maximum daily discharge was adjusted, with a multi-model averaged reduction in bias over about 2/3 of the analysed basin area. The increase in agreement was obtained in both managed and near-natural basins. Overall, this study demonstrates the importance of routing scheme choice in peak discharge simulation, where CaMa-Flood routing accounts for floodplain storage and backwater effects that are not represented in most GHMs. Our study provides important hints that an explicit parameterisation of these processes may be essential in future impact studies.
AB - Global hydrological models (GHMs) have been applied to assess global flood hazards, but their capacity to capture the timing and amplitude of peak river discharge - which is crucial in flood simulations - has traditionally not been the focus of examination. Here we evaluate to what degree the choice of river routing scheme affects simulations of peak discharge and may help to provide better agreement with observations. To this end we use runoff and discharge simulations of nine GHMs forced by observational climate data (1971-2010) within the ISIMIP2a project. The runoff simulations were used as input for the global river routing model CaMa-Flood. The simulated daily discharge was compared to the discharge generated by each GHM using its native river routing scheme. For each GHM both versions of simulated discharge were compared to monthly and daily discharge observations from 1701 GRDC stations as a benchmark. CaMa-Flood routing shows a general reduction of peak river discharge and a delay of about two to three weeks in its occurrence, likely induced by the buffering capacity of floodplain reservoirs. For a majority of river basins, discharge produced by CaMa-Flood resulted in a better agreement with observations. In particular, maximum daily discharge was adjusted, with a multi-model averaged reduction in bias over about 2/3 of the analysed basin area. The increase in agreement was obtained in both managed and near-natural basins. Overall, this study demonstrates the importance of routing scheme choice in peak discharge simulation, where CaMa-Flood routing accounts for floodplain storage and backwater effects that are not represented in most GHMs. Our study provides important hints that an explicit parameterisation of these processes may be essential in future impact studies.
UR - https://iopscience.iop.org/article/10.1088/1748-9326/aa7250
UR - http://www.scopus.com/inward/record.url?scp=85025628704&partnerID=8YFLogxK
U2 - 10.1088/1748-9326/aa7250
DO - 10.1088/1748-9326/aa7250
M3 - Article
SN - 1748-9326
VL - 12
JO - Environmental Research Letters
JF - Environmental Research Letters
IS - 7
ER -