Human influence on the 2021 British Columbia floods

Weather and Climate Extremes - Tập 36 - Trang 100441 - 2022
Nathan P. Gillett1, Alex J. Cannon1, Elizaveta Malinina1, Markus Schnorbus2, Faron Anslow2, Qiaohong Sun2, Megan Kirchmeier-Young1, Francis Zwiers2, Christian Seiler1, Xuebin Zhang1, Greg Flato1, Hui Wan1, Guilong Li1, Armel Castellan3
1Climate Research Division, Environment and Climate Change Canada, Canada
2Pacific Climate Impacts Consortium, University of Victoria, Victoria, BC, Canada
3Meteorological Service of Canada, Environment and Climate Change Canada, Victoria, BC, Canada

Tài liệu tham khảo

Bell, 2021, The ERA5 global reanalysis: preliminary extension to 1950, Q. J. R. Meteorol. Soc., 147, 4186, 10.1002/qj.4174 Carrol, 2001, NOHRSC operations and the simulations of snow cover properties for the coterminous U.S Douville, 2021, Water cycle changes, 1055 Ebel, 2017, Meta-analysis of field-saturated hydraulic conductivity recovery following wildland fire: applications for hydrologic model parameterization and resilience assessment, Hydrol. Process., 31, 3682, 10.1002/hyp.11288 El Adlouni, 2007, Generalized maximum likelihood estimators for the nonstationary generalized extreme value model, Water Resour. Res., 43, 10.1029/2005WR004545 Eyring, 2016, Overview of the coupled model intercomparison Project phase 6 (CMIP6) experimental design and organization, Geosci. Model Dev. (GMD), 9, 1937, 10.5194/gmd-9-1937-2016 Eyring, 2016, ESMValTool (v1.0)–a community diagnostic and performance metrics tool for routine evaluation of Earth system models in CMIP, Geosci. Model Dev. (GMD), 9, 1747, 10.5194/gmd-9-1747-2016 Eyring, 2021, Human influence on the climate system, 423 Fleming, 2007, Regime-dependent streamflow sensitivities to Pacific climate modes cross the Georgia–Puget transboundary ecoregion, Hydrol. Process., 21, 3264, 10.1002/hyp.6544 Fortin, 2018, Ten years of science based on the Canadian precipitation analysis: a CaPA system overview and literature review, Atmos.-Ocean, 56, 178, 10.1080/07055900.2018.1474728 Freudiger, 2014, Large-scale analysis of changing frequencies of rain-on-snow events with flood-generation potential, Hydrol. Earth Syst. Sci., 18, 2695, 10.5194/hess-18-2695-2014 Fyfe, 2017, Large near-term projected snowpack loss over the western United States, Nat. Commun., 8, 14996, 10.1038/ncomms14996 Gasset, 2021, A 10 km North American precipitation and land-surface reanalysis based on the GEM atmospheric model, Hydrol. Earth Syst. Sci., 25, 4917, 10.5194/hess-25-4917-2021 Guan, 2016, Hydrometeorological characteristics of rain-on-snow events associated with atmospheric rivers, Geophys. Res. Lett., 43, 2964, 10.1002/2016GL067978 Hersbach, 2020, The ERA5 global reanalysis, Q. J. R. Meteorol. Soc., 146, 1999, 10.1002/qj.3803 Hubbard, 1994 2021 2021, Summary for policymakers, 3 Jordan, 2015, Post-wildfire debris flows in southern British Columbia, Canada, Int. J. Wildland Fire, 25, 322, 10.1071/WF14070 Kim, 2013, Effects of atmospheric river landfalls on the cold season precipitation in California, Clim. Dynam., 40, 465, 10.1007/s00382-012-1322-3 Kirchmeier-Young, 2019, Attribution of the influence of human-induced climate change on an extreme fire season, Earth's Future, 7, 2, 10.1029/2018EF001050 Lespinas, 2015, Performance evaluation of the Canadian precipitation analysis (CaPA), J. Hydrometeorol., 16, 2045, 10.1175/JHM-D-14-0191.1 Li, 2019, The role of rain-on-snow in flooding over the conterminous United States, Water Resour. Res., 55, 8492, 10.1029/2019WR024950 Martins, 2000, Generalized maximum‐likelihood generalized extreme‐value quantile estimators for hydrologic data, Water Resour. Res., 36, 737, 10.1029/1999WR900330 McCabe, 2007, Rain-on-snow events in the western United States, Bull. Am. Meteorol. Soc., 88, 319, 10.1175/BAMS-88-3-319 Merz, 2003, A process typology of regional floods, Water Resour. Res., 39, 10.1029/2002WR001952 2009 Mo, 2021, Column relative humidity and primary condensation rate as two useful supplements to atmospheric river analysis, Water Resour. Res., 57, 10.1029/2021WR029678 Müller, 2018, A higher‐resolution version of the Max Planck institute earth system model (MPI‐ESM1. 2‐HR), J. Adv. Model. Earth Syst., 10, 1383, 10.1029/2017MS001217 Mundhenk, 2016, Modulation of atmospheric rivers near Alaska and the U.S. West Coast by northeast Pacific height anomalies, J. Geophys. Res., 121, 12,751, 10.1002/2016JD025350 Musselman, 2018, Projected increases and shifts in rain-on-snow flood risk over western North America, Nat. Clim. Change, 8, 808, 10.1038/s41558-018-0236-4 2004 2022 Neiman, 2008, Meteorological characteristics and overland precipitation impacts of atmospheric rivers affecting the west coast of North America based on eight years of SSM/I satellite observations, J. Hydrometeorol., 9, 22, 10.1175/2007JHM855.1 Neiman, 2011, Flooding in western Washington: the connection to atmospheric rivers, J. Hydrometeorol., 12, 1337, 10.1175/2011JHM1358.1 Ohba, 2020, Rain-on-Snow events in Japan as projected by a large ensemble of regional climate simulations, Clim. Dynam., 55, 2785, 10.1007/s00382-020-05419-8 O'Neill, 2016, The scenario model intercomparison Project (ScenarioMIP) for CMIP6, Geosci. Model Dev. (GMD), 9, 3461, 10.5194/gmd-9-3461-2016 Parise, 2012, Wildfire impacts on the processes that generate debris flows in burned watersheds, Nat. Hazards, 61, 217, 10.1007/s11069-011-9769-9 2019 Ralph, 2013, Observed impacts of duration and seasonality of atmospheric-river landfalls on soil moisture and runoff in coastal northern California, J. Hydrometeorol., 14, 443, 10.1175/JHM-D-12-076.1 Ralph, 2018, Defining “atmospheric river”: how the Glossary of Meteorology helped resolve a debate, Bull. Am. Meteorol. Soc., 99, 837, 10.1175/BAMS-D-17-0157.1 Ralph, 2019, A scale to characterize the strength and impacts of atmospheric rivers, Bull. Am. Meteorol. Soc., 100, 269, 10.1175/BAMS-D-18-0023.1 Rivoire, 2021, A comparison of moderate and extreme ERA‐5 daily precipitation with two observational data sets, Earth Space Sci., 8, 10.1029/2020EA001633 Rodgers, 2021, Ubiquity of human-induced changes in climate variability, Earth Syst. Dynam., 12, 1393, 10.5194/esd-12-1393-2021 Schnorbus, 2018, VIC glacier: description of VIC model changes and updates (PCIC internal report), Pacific Climate Impacts Consortium,, 1 Scinocca, 2016, Coordinated global and regional climate modeling, J. Clim., 29, 17, 10.1175/JCLI-D-15-0161.1 Seneviratne, 2021, Weather and climate extreme events in a changing climate, 1513 Sharma, 2020, Contribution of atmospheric rivers to annual, seasonal, and extreme precipitation across British Columbia and southeastern Alaska, J. Geophys. Res. Atmos., 125, 10.1029/2019JD031823 Sharma, 2020, Linking atmospheric rivers to annual and extreme river runoff in British Columbia and southeastern Alaska, J. Hydrometeorol., 21, 2457, 10.1175/JHM-D-19-0281.1 Sharma, 2020, Variability and trends of landfalling atmospheric rivers along the Pacific Coast of northwestern North America, Int. J. Climatol., 40, 544, 10.1002/joc.6227 Shu, 2021, The impact of atmospheric rivers on rainfall in New Zealand, Sci. Rep., 11, 10.1038/s41598-021-85297-0 Sun, 2021, A global, continental, and regional analysis of changes in extreme precipitation, J. Clim., 34, 243, 10.1175/JCLI-D-19-0892.1 Trubilowicz, 2017, Quantifying the role of the snowpack in generating water available for run-off during rain-on-snow events from snow pillow records, Hydrol. Process., 31, 4136, 10.1002/hyp.11310 Warner, 2012, Wintertime extreme precipitation events along the Pacific Northwest coast: climatology and synoptic evolution, Mon. Weather Rev., 140, 2021, 10.1175/MWR-D-11-00197.1 Wasko, 2019, Influence of changes in rainfall and soil moisture on trends in flooding, J. Hydrol., 575, 432, 10.1016/j.jhydrol.2019.05.054 Wasko, 2020, Changes in antecedent soil moisture modulate flood seasonality in a changing climate, Water Resour. Res., 56, 10.1029/2019WR026300 Werner, 2016, Hydrologic extremes–an intercomparison of multiple gridded statistical downscaling methods, Hydrol. Earth Syst. Sci., 20, 1483, 10.5194/hess-20-1483-2016 Werner, 2019, A long-term, temporally consistent, gridded daily meteorological dataset for northwestern North America, Sci. Data, 6, 10.1038/sdata.2018.299 Whan, 2016, Evaluation of extreme rainfall and temperature over North America in CanRCM4 and CRCM5, Clim. Dynam., 46, 3821, 10.1007/s00382-015-2807-7 Whitfield, 2002, Modelling streamflow in present and future climates: examples from the Georgia Basin, British Columbia, Can. Water Resour. J., 27, 427, 10.4296/cwrj2704427 Winkler, 2010, The effects of forest disturbance on hydrologic processes and watershed response, 179 Würzer, 2016, Influence of initial snowpack properties on runoff formation during rain-on-snow events, J. Hydrometeorol., 17, 1801, 10.1175/JHM-D-15-0181.1 Yukimoto, 2019, The Meteorological Research Institute Earth System Model Version 2.0, MRI-ESM2.0: Description and basic evaluation of the physical component, J. Meteorol. Soc. Jpn., 97, 931, 10.2151/jmsj.2019-051