Preprints
https://doi.org/10.5194/egusphere-2025-4971
https://doi.org/10.5194/egusphere-2025-4971
02 Dec 2025
 | 02 Dec 2025

Historical Evolution of Snowpack Capacity to Buffer Rain-on-Snow Runoff in a Large Columbia River Headwaters Basin

Joel M. Brown and Joel T. Harper

Abstract. Rainfall during the snow season plays an increasingly important role in flood risk as climate warms and extreme events become more frequent. However, a given sized rain-on-snow (ROS) event can yield outcomes ranging from flooding to no runoff, depending partly on the snowpack’s antecedent cold content and capillary retention forces. Here, we analyze the seasonal evolution of the snowpack’s physical state over a 72-year period to assess long-term changes in its capacity to buffer runoff from liquid water input. We use ERA-5 Land data to force a snowpack model that tracks the layer-by-layer development of heat, mass, and structural framework of the snowpack throughout the snow season. We test our approach in a large Columbia River headwaters basin in NW Montana, USA. We evaluate cold content and total capillary retention of the snowpack to determine long term trends in Liquid Water Buffering Capacity (LWbc) as it evolves throughout the snow season. The LWbc of the snowpack exhibited robust long-term declines across all elevation bands, despite high intra- and interannual variability. The largest declines occurred during the Spring period, trending downward across the historical period by 43% to 80% depending on the elevation band. The core five weeks of mid-winter showed no trending change of LWbc, and in fact demonstrated an increase in cold content over the 72 years. Our findings demonstrate that changes in the snowpack’s ability to buffer runoff, including dependencies on local basin factors related to snowpack seasonality and elevation, are a key component of evolving ROS risk.

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Journal article(s) based on this preprint

10 Sep 2026
Historical evolution of snowpack capacity to buffer rain-on-snow runoff in a large Columbia River headwaters basin
Joel Brown and Joel Harper
Hydrol. Earth Syst. Sci., 30, 5735–5748, https://doi.org/10.5194/hess-30-5735-2026,https://doi.org/10.5194/hess-30-5735-2026, 2026
Short summary
Joel M. Brown and Joel T. Harper

Interactive discussion

Status: closed

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
  • RC1: 'Comment on egusphere-2025-4971', Anonymous Referee #1, 26 Jan 2026
    • AC1: 'Reply on RC1', J. Brown, 20 Mar 2026
  • RC2: 'Comment on egusphere-2025-4971', Anonymous Referee #2, 30 Jan 2026
    • AC2: 'Reply on RC2', J. Brown, 20 Mar 2026
  • CC1: 'Comment on egusphere-2025-4971', Paul Nicknish, 21 Feb 2026
    • AC3: 'Reply on CC1', J. Brown, 20 Mar 2026

Peer review completion

AR – Author's response | RR – Referee report | ED – Editor decision | EF – Editorial file upload
ED: Publish subject to revisions (further review by editor and referees) (06 May 2026) by Abror Gafurov
AR by J. Brown on behalf of the Authors (16 Jun 2026)  Author's response   Author's tracked changes   Manuscript 
ED: Publish as is (30 Jul 2026) by Abror Gafurov
AR by J. Brown on behalf of the Authors (04 Aug 2026)

Interactive discussion

Status: closed

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
  • RC1: 'Comment on egusphere-2025-4971', Anonymous Referee #1, 26 Jan 2026
    • AC1: 'Reply on RC1', J. Brown, 20 Mar 2026
  • RC2: 'Comment on egusphere-2025-4971', Anonymous Referee #2, 30 Jan 2026
    • AC2: 'Reply on RC2', J. Brown, 20 Mar 2026
  • CC1: 'Comment on egusphere-2025-4971', Paul Nicknish, 21 Feb 2026
    • AC3: 'Reply on CC1', J. Brown, 20 Mar 2026

Peer review completion

AR – Author's response | RR – Referee report | ED – Editor decision | EF – Editorial file upload
ED: Publish subject to revisions (further review by editor and referees) (06 May 2026) by Abror Gafurov
AR by J. Brown on behalf of the Authors (16 Jun 2026)  Author's response   Author's tracked changes   Manuscript 
ED: Publish as is (30 Jul 2026) by Abror Gafurov
AR by J. Brown on behalf of the Authors (04 Aug 2026)

Journal article(s) based on this preprint

10 Sep 2026
Historical evolution of snowpack capacity to buffer rain-on-snow runoff in a large Columbia River headwaters basin
Joel Brown and Joel Harper
Hydrol. Earth Syst. Sci., 30, 5735–5748, https://doi.org/10.5194/hess-30-5735-2026,https://doi.org/10.5194/hess-30-5735-2026, 2026
Short summary
Joel M. Brown and Joel T. Harper

Model code and software

snowpack-buffering-capacity Joel Brown https://doi.org/10.5281/zenodo.17290309

Joel M. Brown and Joel T. Harper

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Short summary
We present daily analysis of a 72-year snowpack evolution model driven by climate reanalysis data over a large Columbia River headwaters basin. Trends in cold content and total capillary retention reveal decreasing capacity to buffer against rain-on-snow flood events with the largest changes occurring during the last 5 weeks of the accumulation period. We demonstrate that seasonality of changes in factors related to snowpack buffering capacity is important when assessing rain-on-snow flood risk.
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