TY - JOUR
T1 - Toward hyper-resolution global hydrological models including human activities
T2 - application to Kyushu island, Japan
AU - Hanasaki, Naota
AU - Matsuda, Hikari
AU - Fujiwara, Masashi
AU - Hirabayashi, Yukiko
AU - Seto, Shinta
AU - Kanae, Shinjiro
AU - Oki, Taikan
N1 - Funding Information:
The authors are grateful to Noemi Vergopolan, the two anonymous referees, and Luca Brocca, for providing comments on this work. This research has been supported by KAKENHI (grant nos. 16H06291, 21H05178, and 21H05002) of the Japan Society for the Promotion of Science. The authors are responsible for any errors.
Funding Information:
Financial support. This research has been supported by the Japan
Funding Information:
Acknowledgements. The authors are grateful to Noemi Vergopolan, the two anonymous referees, and Luca Brocca, for providing comments on this work. This research has been supported by KAKENHI (grant nos. 16H06291, 21H05178, and 21H05002) of the Japan So- ciety for the Promotion of Science. The authors are responsible for any errors.
Publisher Copyright:
© 2022 Naota Hanasaki et al.
PY - 2022/4/19
Y1 - 2022/4/19
N2 - Global hydrological models that include human activities are powerful tools for assessing water availability and use at global and continental scales. Such models are typically applied at a spatial resolution of 30garcmin (approximately 50gkm). In recent years, some 5garcmin (9gkm) applications have been reported but with numerous technical challenges, including the validation of calculations for more than 1×106 grid cells and the conversion of simulation results into meaningful information relevant to water resource management. Here, the H08 global water resources model was applied in two ways to Kyushu island in Japan at a resolution of 1garcmin (2gkm), and the detailed results were compared. One method involved feeding interpolated global meteorological and geographic data into the default global model (GLB; in accordance with previous high-resolution applications). For the other method, locally derived boundary conditions were input to the localized model (LOC; this method can be easily extended and applied to other regions, at least across Japan). The results showed that the GLB cannot easily reproduce the historical record, especially for variables related to human activities (e.g., dam operation and water withdrawal). LOC is capable of estimating natural and human water balance components at daily timescales and providing reliable information for regional water resource assessment. The results highlight the importance of improving data preparation and modeling methods to represent water management and use in hyper-resolution global hydrology simulations.
AB - Global hydrological models that include human activities are powerful tools for assessing water availability and use at global and continental scales. Such models are typically applied at a spatial resolution of 30garcmin (approximately 50gkm). In recent years, some 5garcmin (9gkm) applications have been reported but with numerous technical challenges, including the validation of calculations for more than 1×106 grid cells and the conversion of simulation results into meaningful information relevant to water resource management. Here, the H08 global water resources model was applied in two ways to Kyushu island in Japan at a resolution of 1garcmin (2gkm), and the detailed results were compared. One method involved feeding interpolated global meteorological and geographic data into the default global model (GLB; in accordance with previous high-resolution applications). For the other method, locally derived boundary conditions were input to the localized model (LOC; this method can be easily extended and applied to other regions, at least across Japan). The results showed that the GLB cannot easily reproduce the historical record, especially for variables related to human activities (e.g., dam operation and water withdrawal). LOC is capable of estimating natural and human water balance components at daily timescales and providing reliable information for regional water resource assessment. The results highlight the importance of improving data preparation and modeling methods to represent water management and use in hyper-resolution global hydrology simulations.
UR - http://www.scopus.com/inward/record.url?scp=85129123002&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85129123002&partnerID=8YFLogxK
U2 - 10.5194/hess-26-1953-2022
DO - 10.5194/hess-26-1953-2022
M3 - Article
AN - SCOPUS:85129123002
SN - 1027-5606
VL - 26
SP - 1953
EP - 1975
JO - Hydrology and Earth System Sciences
JF - Hydrology and Earth System Sciences
IS - 8
ER -