Articles | Volume 26, issue 7
https://doi.org/10.5194/hess-26-1801-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/hess-26-1801-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Assessing hydrological sensitivity of grassland basins in the Canadian Prairies to climate using a basin classification-based virtual modelling approach
Christopher Spence
CORRESPONDING AUTHOR
Environment and Climate Change Canada, Saskatoon, Saskatchewan,
Canada
Zhihua He
Centre for Hydrology, University of Saskatchewan, Saskatoon,
Saskatchewan, Canada
Kevin R. Shook
Centre for Hydrology, University of Saskatchewan, Saskatoon,
Saskatchewan, Canada
Balew A. Mekonnen
Golder Associates, Calgary, Alberta, Canada
John W. Pomeroy
Centre for Hydrology, University of Saskatchewan, Saskatoon,
Saskatchewan, Canada
Colin J. Whitfield
School of Environment and Sustainability, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
Jared D. Wolfe
Saskatchewan Ministry of Environment, Regina, Saskatchewan, Canada
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Hongyang Fu, Yuanyuan Yang, Dengfeng Liu, Qiang Li, Zhihua He, Huimin Lei, Mohd Yawar Ali Khan, and Fiaz Hussain
EGUsphere, https://doi.org/10.5194/egusphere-2026-2687, https://doi.org/10.5194/egusphere-2026-2687, 2026
This preprint is open for discussion and under review for Hydrology and Earth System Sciences (HESS).
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Evapotranspiration changes rapidly within a day, and its plant transpiration component remains difficult to measure. We developed a machine-learning framework that estimates hourly total evapotranspiration and plant transpiration together while keeping transpiration physically bounded. This provides a physically consistent reference for plant water use at sites where only total evapotranspiration is observed.
Anthony A. P. Baron, Helen M. Baulch, Ali Nazemi, and Colin J. Whitfield
Hydrol. Earth Syst. Sci., 29, 1449–1468, https://doi.org/10.5194/hess-29-1449-2025, https://doi.org/10.5194/hess-29-1449-2025, 2025
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We aimed to understand how climate variability and flow management affected the water quality of a key drinking water source. Our focus was on dissolved organic carbon (DOC), and our work demonstrated that DOC can change rapidly, reaching high concentrations in wet periods, when flow sources are dominated by the local catchment. Results indicate that the impacts of high local flow and low inflows from managed sources are compounding water quality challenges, creating issues for water treatment.
André Bertoncini and John W. Pomeroy
Hydrol. Earth Syst. Sci., 29, 983–1000, https://doi.org/10.5194/hess-29-983-2025, https://doi.org/10.5194/hess-29-983-2025, 2025
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Rainfall and snowfall spatial estimation for hydrological purposes is often compromised in cold mountain regions due to inaccessibility, creating sparse gauge networks with few high-elevation gauges. This study developed a framework for quantifying gauge network uncertainty, considering elevation to aid in future gauge placement in mountain regions. Results show that gauge placement above 2000 m is the most cost-effective measure to decrease gauge network uncertainty in the Canadian Rockies.
Kevin R. Shook, Paul H. Whitfield, Christopher Spence, and John W. Pomeroy
Hydrol. Earth Syst. Sci., 28, 5173–5192, https://doi.org/10.5194/hess-28-5173-2024, https://doi.org/10.5194/hess-28-5173-2024, 2024
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Recent studies suggest that the velocities of water running off landscapes in the Canadian Prairies may be much smaller than generally assumed. Analyses of historical flows for 23 basins in central Alberta show that many of the rivers responded more slowly and that the flows are much slower than would be estimated from equations developed elsewhere. The effects of slow flow velocities on the development of hydrological models of the region are discussed, as are the possible causes.
Phillip Harder, Warren D. Helgason, and John W. Pomeroy
The Cryosphere, 18, 3277–3295, https://doi.org/10.5194/tc-18-3277-2024, https://doi.org/10.5194/tc-18-3277-2024, 2024
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Remote sensing the amount of water in snow (SWE) at high spatial resolutions is an unresolved challenge. In this work, we tested a drone-mounted passive gamma spectrometer to quantify SWE. We found that the gamma observations could resolve the average and spatial variability of SWE down to 22.5 m resolutions. Further, by combining drone gamma SWE and lidar snow depth we could estimate SWE at sub-metre resolutions which is a new opportunity to improve the measurement of shallow snowpacks.
Mazda Kompanizare, Diogo Costa, Merrin L. Macrae, John W. Pomeroy, and Richard M. Petrone
Hydrol. Earth Syst. Sci., 28, 2785–2807, https://doi.org/10.5194/hess-28-2785-2024, https://doi.org/10.5194/hess-28-2785-2024, 2024
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A new agricultural tile drainage module was developed in the Cold Region Hydrological Model platform. Tile flow and water levels are simulated by considering the effect of capillary fringe thickness, drainable water and seasonal regional groundwater dynamics. The model was applied to a small well-instrumented farm in southern Ontario, Canada, where there are concerns about the impacts of agricultural drainage into Lake Erie.
Zhihua He, Kevin Shook, Christopher Spence, John W. Pomeroy, and Colin Whitfield
Hydrol. Earth Syst. Sci., 27, 3525–3546, https://doi.org/10.5194/hess-27-3525-2023, https://doi.org/10.5194/hess-27-3525-2023, 2023
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This study evaluated the impacts of climate change on snowmelt, soil moisture, and streamflow over the Canadian Prairies. The entire prairie region was divided into seven basin types. We found strong variations of hydrological sensitivity to precipitation and temperature changes in different land covers and basins, which suggests that different water management and adaptation methods are needed to address enhanced water stress due to expected climate change in different regions of the prairies.
Marcos R. C. Cordeiro, Kang Liang, Henry F. Wilson, Jason Vanrobaeys, David A. Lobb, Xing Fang, and John W. Pomeroy
Hydrol. Earth Syst. Sci., 26, 5917–5931, https://doi.org/10.5194/hess-26-5917-2022, https://doi.org/10.5194/hess-26-5917-2022, 2022
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This study addresses the issue of increasing interest in the hydrological impacts of converting cropland to perennial forage cover in the Canadian Prairies. By developing customized models using the Cold Regions Hydrological Modelling (CRHM) platform, this long-term (1992–2013) modelling study is expected to provide stakeholders with science-based information regarding the hydrological impacts of land use conversion from annual crop to perennial forage cover in the Canadian Prairies.
Christopher Spence, Zhihua He, Kevin R. Shook, John W. Pomeroy, Colin J. Whitfield, and Jared D. Wolfe
Hydrol. Earth Syst. Sci., 26, 5555–5575, https://doi.org/10.5194/hess-26-5555-2022, https://doi.org/10.5194/hess-26-5555-2022, 2022
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We learnt how streamflow from small creeks could be altered by wetland removal in the Canadian Prairies, where this practice is pervasive. Every creek basin in the region was placed into one of seven groups. We selected one of these groups and used its traits to simulate streamflow. The model worked well enough so that we could trust the results even if we removed the wetlands. Wetland removal did not change low flow amounts very much, but it doubled high flow and tripled average flow.
Yi Nan, Zhihua He, Fuqiang Tian, Zhongwang Wei, and Lide Tian
Hydrol. Earth Syst. Sci., 26, 4147–4167, https://doi.org/10.5194/hess-26-4147-2022, https://doi.org/10.5194/hess-26-4147-2022, 2022
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Tracer-aided hydrological models are useful tool to reduce uncertainty of hydrological modeling in cold basins, but there is little guidance on the sampling strategy for isotope analysis, which is important for large mountainous basins. This study evaluated the reliance of the tracer-aided modeling performance on the availability of isotope data in the Yarlung Tsangpo river basin, and provides implications for collecting water isotope data for running tracer-aided hydrological models.
Dhiraj Pradhananga and John W. Pomeroy
Hydrol. Earth Syst. Sci., 26, 2605–2616, https://doi.org/10.5194/hess-26-2605-2022, https://doi.org/10.5194/hess-26-2605-2022, 2022
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This study considers the combined impacts of climate and glacier changes due to recession on the hydrology and water balance of two high-elevation glaciers. Peyto and Athabasca glacier basins in the Canadian Rockies have undergone continuous glacier loss over the last 3 to 5 decades, leading to an increase in ice exposure and changes to the elevation and slope of the glacier surfaces. Streamflow from these glaciers continues to increase more due to climate warming than glacier recession.
Yi Nan, Zhihua He, Fuqiang Tian, Zhongwang Wei, and Lide Tian
Hydrol. Earth Syst. Sci., 25, 6151–6172, https://doi.org/10.5194/hess-25-6151-2021, https://doi.org/10.5194/hess-25-6151-2021, 2021
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Hydrological modeling has large problems of uncertainty in cold regions. Tracer-aided hydrological models are increasingly used to reduce uncertainty and refine the parameterizations of hydrological processes, with limited application in large basins due to the unavailability of spatially distributed precipitation isotopes. This study explored the utility of isotopic general circulation models in driving a tracer-aided hydrological model in a large basin on the Tibetan Plateau.
Kunbiao Li, Fuqiang Tian, Mohd Yawar Ali Khan, Ran Xu, Zhihua He, Long Yang, Hui Lu, and Yingzhao Ma
Earth Syst. Sci. Data, 13, 5455–5467, https://doi.org/10.5194/essd-13-5455-2021, https://doi.org/10.5194/essd-13-5455-2021, 2021
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Due to complex climate and topography, there is still a lack of a high-quality rainfall dataset for hydrological modeling over the Tibetan Plateau. This study aims to establish a high-accuracy daily rainfall product over the southern Tibetan Plateau through merging satellite rainfall estimates based on a high-density rainfall gauge network. Statistical and hydrological evaluation indicated that the new dataset outperforms the raw satellite estimates and several other products of similar types.
Cited articles
Armstrong, R. N., Pomeroy, J. W., and Martz, L. W.: Variability in evaporation across the Canadian Prairie region during drought and non-drought periods, J. Hydrol., 521, 182–195, 2015.
Ayers, H. D.: Influence of soil profile and vegetation characteristics on net
rainfall supply to runoff, in: Proceedings of Hydrology Symposium No. 1: Spillway Design Floods, NRCC, Ottawa, 198–205, 1959.
Brannen, R., Spence, C., and Ireson, A.: Influence of shallow groundwater-surface water interactions on the hydrological connectivity and
water budget of a wetland complex, Hydrol. Process., 29, 3862–3877, 2015.
Bush, E. and Lemmen, D. S.: Canada's Changing Climate Report, Government of Canada, Ottawa, ON, p. 444, https://changingclimate.ca/CCCR2019/ (last access: 31 March 2022), 2019.
DeBeer, C. M., Wheater, H. S., Carey, S. K., and Chun, K. P.: Recent climatic, cryospheric, and hydrological changes over the interior of western Canada: a review and synthesis, Hydrol. Earth Syst. Sci., 20, 1573–1598, https://doi.org/10.5194/hess-20-1573-2016, 2016.
Di Giammarco, P., Todini, E., and Lamberti, P.: A conservative finite elements approach to overland flow: the control volume finite element formulation, J. Hydrol., 175, 267–291, 1996.
Dumanski, S., Pomeroy, J. W., and Westbrook, C. J.: Hydrological regime
changes in a Canadian Prairie basin, Hydrol. Process., 29, 3893–3904, 2015.
Dunn, S. M., McDonnell, J. J., and Vaché, K. B.: Factors influencing the
residence time of catchment waters: A virtual experiment approach, Water
Resour. Res., 43, W06408, https://doi.org/10.1029/2006WR005393, 2007.
Ehsanzadeh, E.: Impact of climate variability and wetland drainage on watershed response in depression dominated landscapes, Int. J. River Basin
Manage., 16, 169–178, 2016.
Ehsanzadeh, E., Spence, C., van der Kamp, G., and McConkey, B.: On the
behaviour of dynamic contributing areas and flood frequency cures in North
American Prairie watersheds, J. Hydrol., 414–415, 364–373, 2012.
Ellis, C. R., Pomeroy, J. W., Brown, T., and MacDonald, J.: Simulation of snow accumulation and melt in needleleaf forest environments, Hydrol. Earth Syst. Sci., 14, 925–940, https://doi.org/10.5194/hess-14-925-2010, 2010.
Ellis, W. H. and Gray, D. M.: Interrelationships between the peak instantaneous and average daily discharges of small prairie streams, Canadian Agricultural Engineering, 1–3, 1966.
Fang, X. and Pomeroy, J. W.: Snowmelt runoff sensitivity analysis to drought
on the Canadian prairies, Hydrol. Process., 21, 2594–2609, 2007.
Fang, X. and Pomeroy, J. W.: Drought impacts on Canadian prairie wetland snow
hydrology, Hydrol. Process., 22, 2858–2873, 2008.
Fang, X. and Pomeroy, J. W.: Modelling blowing snow redistribution to prairie
wetlands, Hydrol. Process., 23, 2557–2569, 2009.
Fang, X., Pomeroy, J. W., Westbrook, C. J., Guo, X., Minke, A. G., and Brown, T.: Prediction of snowmelt derived streamflow in a wetland dominated prairie basin, Hydrol. Earth Syst. Sci., 14, 991–1006, https://doi.org/10.5194/hess-14-991-2010, 2010.
Gan, T. Y.: Hydroclimatic trends and possible climatic warming in the Canadian Prairies, Water Respur. Res., 34, 3009–3015, 1998.
Godwin, R. B. and Martin, F. R. J.: Calculation of gross and effective
drainage areas for the Prairie Provinces, in: Canadian Hydrology Symposium –
1975 Proceedings, 11–14 August 1975, Winnipeg, Manitoba, Associate Committee
on Hydrology, National Research Council of Canada, 219–223, 1975.
Gray, D. M. and Landine, P. G.: An energy-budget snowmelt model for the
Canadian Prairies, Can. J. Earth Sci., 25, 1292–1303, 1988.
Gray, D. M., Landine, P. G., and Granger, R. J.: Simulating infiltration into
frozen prairie soils in streamflow models, Can. J. Earth Sci., 22, 464–472,
1985.
Haque, A., Ali, G., and Badiou, P.: Hydrological dynamics of prairie pothole
wetlands: Dominant processes and landscape controls under contrasted
conditions, Hydrol. Process., 32, 2405–2422, 2017.
Hayashi, M. and van der Kamp, G.: Snowmelt contribution to groundwater
recharge, in: The Science, Impacts and Monitoring of Drought in Western
Canada, edited by: Sauchyn, D., Khandekar, M., and Garnett, E. R., Great Plains Research Centre, Regina, 2005.
He, Z., Spence, C., Shook, K., Whitfield, C., Pomeroy, J., and Wolfe, J.: Virtual Watershed Model Simulations for Typified Prairie Watersheds in High Elevation Grasslands, Federated Research Data Repository [data set and code], https://doi.org/10.20383/102.0517, 2021.
Horn, A. L., Hörmann, G., and Fohrer, N.: Application of a virtual watershed in academic education, Adv. Geosci., 5, 137–141, https://doi.org/10.5194/adgeo-5-137-2005, 2005.
Johnson, W. C., Millett, B. V., Gilmanov, T., Voldseth, R. A., Guntenspergen,
G. R., and Naugle, D. E.: Vulnerability of northern prairie wetlands to climate change, Bioscience, 55, 863–872, 2005
Knoben, W. J. M., Woods, R. A., and Freer, J. E.: A Quantitative Hydrological
Climate Classification Evaluated With Independent Streamflow Data, Water
Resour. Res., 54, 5088–5109, 2018.
Lehner, B. and Grill, G.: Global river hydrography and network routing:
baseline data and new approaches to study the world's large river systems,
Hydrol. Process., 27, 2171–2186, 2013.
Li, L. and Pomeroy, J. W.: Probability of occurrence of blowing snow, J.
Geophys. Res., 102, 21955–21964, 1997.
Li, Y., Li, Z., Zhang, Z., Chen, L., Kurkute, S., Scaff, L., and Pan, X.: High-resolution regional climate modeling and projection over western Canada using a weather research forecasting model with a pseudo-global warming approach, Hydrol. Earth Syst. Sci., 23, 4635–4659, https://doi.org/10.5194/hess-23-4635-2019, 2019.
López-Moreno, J. I., Pomeroy, J. W., Revuelto, J., and Vicente-Serrano, S. M.: Response of snow processes to climate change: spatial variability in a small basin in the Spanish Pyrenees, Hydrol. Process., 27, 2637–2650, 2012.
López-Moreno, J. I., Pomeroy, J. W., Alnso-González, E., Morán-Tejeda, E., and Revuelto, J.: Decoupling of warming mountain snowpacks from hydrological regimes, Environ. Res. Lett., 15, 114006, https://doi.org/10.1088/1748-9326/abb55f, 2020.
Male, D. H. and Gray, D. M. (Eds.): Snowcover ablation and runoff, in: Handbook of Snow: Principles, Processes, Management and Use, Pergamon Press, Toronto, 776 pp., ISBN 10 1932846069, 1981.
Mallard, J., McGlynn, B., and Covino, T.: Lateral inflows, stream-groundwater
exchange, and network geometry influence stream water composition, Water
Resour. Res., 50, 4603–4623, 2014.
Mantyka-Pringle, C., Leston, L., Messmer, D., Asong, E., Bayne, E. M., Bortolotti, L. E., Sekulic, G., Wheater, H., Howerter, D. W., and Clark, R.
G.: Antagonistic, synergistic and direct effects of land use and climate on prairie wetland ecosystems: Ghosts of the past or present?, Divers. Distrib., 25, 1924–1940, https://doi.org/10.1111/ddi.12990, 2019.
McDonnell, J. J. and Woods, R.: On the need for catchment classification, J.
Hydrol., 299, 2–3, 2004.
Mekis, É. and Vincent, L. A.: An overview of the second generation adjusted daily precipitation dataset for trend analysis in Canada, Atmos.-Ocean, 49, 163–177, 2011.
Millett, B., Johnson, W. C., and Guntenspergen, G.: Climate trends of the
North American prairie pothole region 1906–2000, Climatic Change, 93, 243–267, 2009.
Monteith, J. L.: Evaporation and environment, in: Symposia of the Society for
Experimental Biology, V. 19, Cambridge University Press, Cambridge, 205–234, 1965.
Muhammad, A., Evenson, G. R., Stadnyk, T. A., Boluwade, A., Jha, S. K., and
Coulibaly, P.: Assessing the importance of potholes in the Canadian Prairie
Region under future climate change scenarios, Water, 10, 1657,
https://doi.org/10.3390/w10111657, 2018.
Muzik, I.: Sensitivity of hydrologic systems to climate change, Can. Water
Resour. J., 26, 233–252, 2001.
Naeth, M. A. and Chanasyk, D. S.: Runoff and sediment yield under grazing in
foothills fescue grasslands of Alberta, J. Am. Water Resour. Assoc., 32, 89–95, 1996.
Najafi, M. R., Zwiers, F., and Gillett, N.: Attribution of the observed spring snowpack decline in British Columbia to anthropogenic climate change,
J. Climate, 30, 4113–4130, 2017.
Pavlovskii, I., Hayashi, M., and Itenfisu, D.: Midwinter melts in the Canadian prairies: energy balance and hydrological effects, Hydrol. Earth Syst. Sci., 23, 1867–1883, https://doi.org/10.5194/hess-23-1867-2019, 2019.
Pomeroy, J., Fang, X., Shook, K., Westbrook, C., and Brown, T.: Informing the
Vermilion River watershed plan through application of the Cold Regions
Hydrological Model platform, Centre for Hydrology Report No. 12, University
of Saskatchewan, Saskatoon, 155 pp., https://research-groups.usask.ca/hydrology/publications/reports.php (last access: 31 March 2022), 2012.
Pomeroy, J. W. and Li, L.: Prairie and arctic areal snow cover mass balance
using a blowing snow model, J. Geophys. Res.-Atmos., 105, 26619–26634, 2000.
Pomeroy, J. W., Granger, R., Pietroniro, A., Elliott, J., Toth, B., and
Hedstrom, N.: Classification of the boreal forest for hydrological processes,
in: Proceedings of the Ninth International Boreal Forest Research Association Conference, edited by: Woxholtt, S., 21–23 September 1998, Oslo, 49–59, 1999.
Pomeroy, J. W., de Boer, D., and Martz, L. W.: Hydrology and Water Resources
of Saskatchewan, Centre for Hydrology Report No. 1, University of Saskatchewan, Saskatoon, 25 pp., https://research-groups.usask.ca/hydrology/publications/reports.php (last access: 31 March 2022), 2005.
Pomeroy, J. W., Gray, D. M., Brown, T., Hedstrom, N. H., Quinton, W. L.,
Granger, R. J., and Carey, S. K.: The cold regions hydrological model: a platform for basing process representation and model structure on physical evidence, Hydrol. Process., 21, 2650–2667, 2007.
Pomeroy, J. W., Fang, X., and Williams, B.: Impacts of Climate Change on
Saskatchewan's Water Resources, Centre for Hydrology Report No. 6, University of Saskatchewan, Saskatoon, 46 pp., https://research-groups.usask.ca/hydrology/publications/reports.php
(last access: 31 March 2022), 2009.
Pomeroy, J. W., Fang, X., Westbrook, C., Minke, A., Guo, X., and Brown, T.:
Prairie Hydrological Model Study Final Report, Centre for Hydrology Report
No. 7, University of Saskatchewan, Saskatoon, 113 pp., https://research-groups.usask.ca/hydrology/publications/reports.php
(last access: 31 March 2022), 2010.
Priestley, C. H. B. and Taylor, R. J.: On the assessment of surface heat flux
and evaporation using large-scale parameters, Mon. Weather Rev., 100, 81–92, 1972.
Rasouli, K., Pomeroy, J. W., Janowicz, J. R., Carey, S. K., and Williams, T.
J.: Hydrological sensitivity of a northern mountain basin to climate change,
Hydrol. Process., 28, 4191–4208, 2014.
Seo, Y. and Schmidt, A. R.: Network configuration and hydrograph sensitivity
to storm kinematics, Water Resour. Res., 49, 1812–1827, 2013.
Shaw, D. A., Vanderkamp, G., Conly, F. M., Pietroniro, A., and Martz, L.: The
fill–spill hydrology of prairie wetland complexes during drought and deluge, Hydrol. Process., 26, 3147–3156, 2012.
Shook, K. R. and Pomeroy, J. W.: Hydrological effects of the temporal variability of the multiscaling of snowfall on the Canadian prairies, Hydrol. Earth Syst. Sci., 14, 1195–1203, https://doi.org/10.5194/hess-14-1195-2010, 2010.
Shook, K. R. and Pomeroy, J. W.: Memory effects of depressional storage in
Northern Prairie hydrology, Hydrol. Process., 25, 3890–3898, https://doi.org/10.1002/hyp.8381, 2011.
Shook, K. R. and Pomeroy, J. W.: Changes in the hydrological character of
rainfall on the Canadian prairies, Hydrol. Process., 26, 1752–1766, 2012.
Shook, K. R., Pomeroy, J. W., Spence, C., and Boychuk, L.: Storage dynamics
simulations in prairie wetland hydrology models: evaluation and
parameterization, Hydrol. Process., 27, 1875–1889, 2013.
Sicart, J. E., Essery, R. L., Pomeroy, J. W., Hardy, J., Link, T., and Marks, D.: A sensitivity study of daytime net radiation during snowmelt to forest
canopy and atmospheric conditions, J. Hydrometeorol., 5, 774–784, 2004.
Spence, C. and Mengistu, S. G.: On the relationship between flood and
contributing area, Hydrol. Process., 33, 1980–1992, 2019.
Spence, C., Wolfe, J. D., Whitfield, C. J., Baulch, H. M., Basu, N. B.,
Bedard-Haughn, A. K., Belcher, K. W., Clark, R. G., Ferguson, G. A., Hayashi,
M., Liber, K., McDonnell, J. J., Morrisey, C .A., Pomeroy, J. W., Reed, M. G.
and Strickert, G.: Prairie water: a global water futures project to enhance
the resilience of prairie communities through sustainable water management,
Can. Water Resour. J., 44, 115–126, 2019.
Stichling, W. and Blackwell, S. R.: Drainage area as a hydrologic factor on
the Canadian prairies, IUGG Proceedings, Toronto, Ontario, 1957.
Tiner, R. W.: Geographically isolated wetlands of the United States, Wetlands, 23, 494–516, 2003.
van Meter, K. J. and Basu, N.: Signatures of human impact: size distribution
and spatial organization of wetlands in the Prairie Pothole landscape, Ecol. Appl., 25, 451–465, 2015.
Vincent, L. A., Wang, X. L., Milewska, E. J., Wan, H., Yang, F., and Swail, V.: A second generation of homogenized Canadian monthly surface air temperature for climate trend analysis, J. Geophys. Res., 117, D18110,
https://doi.org/10.1029/2012JD017859, 2012.
Wagener, T., Sivapalan, M., Troch, P., and Woods, R.: Catchment classification and hydrologic similarity, Geogr. Compass, 1, 901–931, 2007.
Walmsley, J. L., Taylor, P. A., and Salmon, J. R.: Simple guidelines for
estimating windspeed variations due to small-scale topographic features – an
update, Climatolog. Bull., 23, 3–14, 1989.
Weiler, M. and McDonnell, J. J.: Virtual experiments: a new approach for
improving process conceptualization in hillslope hydrology, J. Hydrol., 285, 3–18, 2004.
Weiler, M. and McDonnell, J. J.: Testing nutrient flushing hypotheses at the
hillslope scale: A virtual experiment approach, J. Hydrol., 319, 339–356, 2006.
Whitfield, P. H., Shook, K. R., and Pomeroy, J. W.: Spatial patterns of temporal changes in Canadian Prairie streamflow using an alternative trend assessment approach, J. Hydrol., 582, 124541, https://doi.org/10.1016/j.jhydrol.2020.124541, 2020.
Whitfield, P. H., Kraaijenbrink, P. D. A., Shook, K. R., and Pomeroy, J. W.: The spatial extent of hydrological and landscape changes across the mountains and prairies of Canada in the Mackenzie and Nelson River basins based on data from a warm-season time window, Hydrol. Earth Syst. Sci., 25, 2513–2541, https://doi.org/10.5194/hess-25-2513-2021, 2021.
Wilson, H. F., Casson, N. J., Glenn, A. J., Badiou, P., and Boychuk, L.:
Landscape controls on nutrient expot during snowmelt and an extreme rainfall
runoff event in northen agricultural watersheds, J. Environm. Qual., 48, 841–849, 2019.
Wolfe, J. D., Shook, K. R., Spence, C., and Whitfield, C. J.: A watershed classification approach that looks beyond hydrology: application to a semi-arid, agricultural region in Canada, Hydrol. Earth Syst. Sci., 23, 3945–3967, https://doi.org/10.5194/hess-23-3945-2019, 2019.
Woo, M. K. and Rowsell, R. D.: Hydrology of a prairie slough, J. Hydrol., 146, 175–207, 1993.
Zhang, B., Schwartz, F. W., and Liu, G.: Systematics in the size structure of
prairie pothole lakes through drought and deluge, Water Resour. Res., 45,
1–12, 2009.
Zhang, H., Huang, G. H., Wang, D., and Zhang, X:. Uncertainty assessment of
climate change impacts on the hydrology of small prairie wetlands, J. Hydrol., 396, 94–103, 2011.
Zhang, X., Flato, G., Kirchmeier-Young, M.,Vincent, L., Wan, H., Wang, X.,
Rong, R., Fyfe, J., Li, G., and Kharin, V. V.: Changes in Temperature and
Precipitation Across Canada in: Chap. 4, Canada's Changing Climate Report, edited by: Bush, E. and Lemmen, D. S., Government of Canada, Ottawa, Ontario,
112–193, https://changingclimate.ca/CCCR2019/ (last access: 31 March 2022), 2019.
Short summary
We determined how snow and flow in small creeks change with temperature and precipitation in the Canadian Prairie, a region where water resources are often under stress. We tried something new. Every watershed in the region was placed in one of seven groups based on their landscape traits. We selected one of these groups and used its traits to build a model of snow and streamflow. It worked well, and by the 2040s there may be 20 %–40 % less snow and 30 % less streamflow than the 1980s.
We determined how snow and flow in small creeks change with temperature and precipitation in the...