Higher prevalence of rising climate-driven snowmelt potential of rain-on-snow events in the Eastern Continental US

Abstract Rain-on-snow (ROS) events have significant hydro-geomorphological consequences. While these events have been widely studied, their meteorological capacity to thermodynamically alter or melt snow when unconstrained by snow amount, hereafter referred to as snowmelt potential (SMP), remains poorly understood, particularly with respect to its long-term trends. Here, we evaluate climate-driven trends in SMP, estimated as the snowmelt-inducing total surface energy flux transferred during ROS events assuming unlimited snow availability, across 8,991 sites in snow-affected regions of the continental United States over a 39-year period (1981-2019). Overall, SMP exhibits an increasing trend at ~63% of the sites with the proportion of sites showing positive trends rising from 54.4% in the Western region, to 64.6% in the Central region, and 78.4% in the Northeastern United States. The spatial pattern of SMP trends remains robust to uncertainties arising from omitted radiative fluxes and dampened wind-speed trends. High-energy ROS events are found increasing at majority of stations, with the positive trends becoming more widespread as the energy threshold rises. SMP trends are primarily governed by changes in net radiation and sensible heat flux, modulated in large part by trends of event air temperature and wind speed. Findings suggest growing meteorological hazard potential from ROS events, especially at high-SMP sites, highlighting increased risk with continued climate warming.

Authors

Institutions

Publication Details

Journal
Environmental Research Letters
Published
2026-10-30
DOI
https://doi.org/10.1088/1748-9326/aebbd2
Primary Topic
Cryospheric studies and observations
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Higher prevalence of rising climate-driven snowmelt potential of rain-on-snow events in the Eastern Continental US

Mukesh Kumar, A.C. Lute, Dalei Hao, Mousumi Ghosh et al.
1 links
Environmental Research Letters
Cryospheric studies and observations
article

Higher prevalence of rising climate-driven snowmelt potential of rain-on-snow events in the Eastern Continental US

Mukesh Kumar, A.C. Lute, Dalei Hao, Mousumi Ghosh, Gautam Bisht, Kaustubh Anil Salvi
article en

Abstract

Abstract Rain-on-snow (ROS) events have significant hydro-geomorphological consequences. While these events have been widely studied, their meteorological capacity to thermodynamically alter or melt snow when unconstrained by snow amount, hereafter referred to as snowmelt potential (SMP), remains poorly understood, particularly with respect to its long-term trends. Here, we evaluate climate-driven trends in SMP, estimated as the snowmelt-inducing total surface energy flux transferred during ROS events assuming unlimited snow availability, across 8,991 sites in snow-affected regions of the continental United States over a 39-year period (1981-2019). Overall, SMP exhibits an increasing trend at ~63% of the sites with the proportion of sites showing positive trends rising from 54.4% in the Western region, to 64.6% in the Central region, and 78.4% in the Northeastern United States. The spatial pattern of SMP trends remains robust to uncertainties arising from omitted radiative fluxes and dampened wind-speed trends. High-energy ROS events are found increasing at majority of stations, with the positive trends becoming more widespread as the energy threshold rises. SMP trends are primarily governed by changes in net radiation and sensible heat flux, modulated in large part by trends of event air temperature and wind speed. Findings suggest growing meteorological hazard potential from ROS events, especially at high-SMP sites, highlighting increased risk with continued climate warming.

Environmental Research Letters
Woodwell Climate Research Center (US), Pacific Northwest National Laboratory (US), University of Alabama (US), University of Alabama System (US)
National Science Foundation, U.S. Department of Energy, National Oceanic and Atmospheric Administration, Advanced Scientific Computing Research
Climate action
Openalex Percentile: Top 21%
Cryospheric studies and observations
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon