Implementing a parsimonious variable contributing area algorithm for the prairie pothole region in the HYPE modelling framework
The North American prairie region is known for its poorly defined drainage system with numerous surface depressions that lead to variable contributing areas for streamflow generation. Current approaches of representing surface depressions are either simplistic or computationally demanding. In this s...
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| Published in | Environmental modelling & software : with environment data news Vol. 167; p. 105769 |
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| Main Authors | , , , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier Ltd
01.09.2023
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| Subjects | |
| Online Access | Get full text |
| ISSN | 1364-8152 1873-6726 1873-6726 |
| DOI | 10.1016/j.envsoft.2023.105769 |
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| Abstract | The North American prairie region is known for its poorly defined drainage system with numerous surface depressions that lead to variable contributing areas for streamflow generation. Current approaches of representing surface depressions are either simplistic or computationally demanding. In this study, a variable contributing area algorithm is implemented in the HYdrological Predictions for the Environment (HYPE) model and evaluated in the Canadian prairies. HYPE's local lake module is replaced with a Hysteretic Depressional Storage (HDS) algorithm to estimate the variable contributing fractions of subbasins. The modified model shows significant improvements in simulating the streamflows of two prairie basins in Saskatchewan, Canada. The modified model can replicate the hysteretic relationships between the water volume and contributing area of the basins. With the inclusion of the HDS algorithm in HYPE, the global HYPE modelling community can now simulate an important hydrological phenomenon, previously unavailable in the model.
•HDS algorithm is implemented within the HYPE modelling framework.•HYPE-HDS shows significantly improved streamflow simulations compared to the original HYPE model.•HYPE-HDS can simulate the hysteretic relationship between depressional/basin storage and contributing area. |
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| AbstractList | The North American prairie region is known for its poorly defined drainage system with numerous surface depressions that lead to variable contributing areas for streamflow generation. Current approaches of representing surface depressions are either simplistic or computationally demanding. In this study, a variable contributing area algorithm is implemented in the HYdrological Predictions for the Environment (HYPE) model and evaluated in the Canadian prairies. HYPE's local lake module is replaced with a Hysteretic Depressional Storage (HDS) algorithm to estimate the variable contributing fractions of subbasins. The modified model shows significant improvements in simulating the streamflows of two prairie basins in Saskatchewan, Canada. The modified model can replicate the hysteretic relationships between the water volume and contributing area of the basins. With the inclusion of the HDS algorithm in HYPE, the global HYPE modelling community can now simulate an important hydrological phenomenon, previously unavailable in the model. The North American prairie region is known for its poorly defined drainage system with numerous surface depressions that lead to variable contributing areas for streamflow generation. Current approaches of representing surface depressions are either simplistic or computationally demanding. In this study, a variable contributing area algorithm is implemented in the HYdrological Predictions for the Environment (HYPE) model and evaluated in the Canadian prairies. HYPE's local lake module is replaced with a Hysteretic Depressional Storage (HDS) algorithm to estimate the variable contributing fractions of subbasins. The modified model shows significant improvements in simulating the streamflows of two prairie basins in Saskatchewan, Canada. The modified model can replicate the hysteretic relationships between the water volume and contributing area of the basins. With the inclusion of the HDS algorithm in HYPE, the global HYPE modelling community can now simulate an important hydrological phenomenon, previously unavailable in the model. •HDS algorithm is implemented within the HYPE modelling framework.•HYPE-HDS shows significantly improved streamflow simulations compared to the original HYPE model.•HYPE-HDS can simulate the hysteretic relationship between depressional/basin storage and contributing area. |
| ArticleNumber | 105769 |
| Author | Pomeroy, John W. Shook, Kevin Pietroniro, Alain Gustafsson, David Ahmed, Mohamed Ismaiel Stadnyk, Tricia Pers, Charlotta |
| Author_xml | – sequence: 1 givenname: Mohamed Ismaiel orcidid: 0000-0003-3423-7041 surname: Ahmed fullname: Ahmed, Mohamed Ismaiel email: mohamedismaiel.ahmed@ucalgary.ca organization: Department of Geography, University of Calgary, Calgary, AB, T2N 1N4, Canada – sequence: 2 givenname: Kevin surname: Shook fullname: Shook, Kevin organization: Centre for Hydrology, University of Saskatchewan, Saskatoon, SK, S7N 1K2, Canada – sequence: 3 givenname: Alain surname: Pietroniro fullname: Pietroniro, Alain organization: Schulich School of Engineering, University of Calgary, Calgary, AB, T2N 4V8, Canada – sequence: 4 givenname: Tricia surname: Stadnyk fullname: Stadnyk, Tricia organization: Department of Geography, University of Calgary, Calgary, AB, T2N 1N4, Canada – sequence: 5 givenname: John W. surname: Pomeroy fullname: Pomeroy, John W. organization: Centre for Hydrology, University of Saskatchewan, Saskatoon, SK, S7N 1K2, Canada – sequence: 6 givenname: Charlotta surname: Pers fullname: Pers, Charlotta organization: Swedish Meteorological and Hydrological Institute, Norrköping, Sweden – sequence: 7 givenname: David surname: Gustafsson fullname: Gustafsson, David organization: Swedish Meteorological and Hydrological Institute, Norrköping, Sweden |
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| Cites_doi | 10.1029/2022WR032694 10.1016/S0022-1694(00)00300-0 10.1016/j.envsoft.2020.104850 10.1029/2005WR004362 10.3390/w12040961 10.1016/j.jhydrol.2021.126562 10.1016/0022-1694(93)90171-5 10.1002/hyp.10930 10.5194/hess-21-1791-2017 10.5194/hess-14-991-2010 10.1139/e88-124 10.1002/2016WR018760 10.5194/hess-24-535-2020 10.1016/j.jhydrol.2009.08.003 10.1002/2013MS000293 10.1016/j.jhydrol.2020.125846 10.1002/hyp.6796 10.5194/hess-11-483-2007 10.1002/hyp.8381 10.3137/ao.440202 10.1016/j.jhydrol.2023.129820 10.1029/2008WR006878 10.1016/j.cageo.2016.07.003 10.1007/s00382-012-1422-0 10.1002/hyp.10800 10.1002/hyp.10567 10.1016/j.ejrh.2018.11.005 10.1007/s10040-008-0367-1 10.1016/S0022-1694(97)00041-3 10.1016/j.jhydrol.2014.01.020 10.1016/S0022-1694(98)00098-5 10.1016/j.jglr.2020.10.010 10.1029/2005WR004723 10.1002/hyp.8123 10.1175/JHM-D-14-0191.1 10.5194/hess-25-4917-2021 10.1029/2020WR027984 10.1016/j.envsoft.2021.105025 10.1016/S0022-1694(02)00287-1 10.1016/j.jhydrol.2020.125269 10.1061/(ASCE)HE.1943-5584.0001922 10.1007/s13157-016-0797-9 10.1016/S0022-1694(03)00175-6 10.1002/hyp.8390 10.1088/1748-9326/ac4d4f 10.1002/hyp.9867 10.2166/nh.2010.007 10.1002/hyp.6787 |
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| Keywords | Prairie pothole HYPE Streamflow Contributing area Hysteresis |
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| SubjectTerms | algorithms computer software Contributing area drainage systems HYPE Hysteresis lakes Prairie pothole Prairie Pothole region Saskatchewan stream flow Streamflow |
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| Title | Implementing a parsimonious variable contributing area algorithm for the prairie pothole region in the HYPE modelling framework |
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