Snow
is
the
largest
component
of
water
storage
in
western
United
States,
it
serves
as
a
key
moisture
source
for
forested
ecosystems
and
fundamentally
linked
to
streamflow
nutrient
cycling.
vulnerable
climatic
warming,
consequence
declining
mountain
snowpack
escalation
wildfire
frequency,
extent,
intensity,
duration
across
seasonal
snow
zone.
Fire
modifies
spatial
extent
watersheds,
reducing
timing
melt
burned
forests.
Forested
supplies
are
facing
shifts
their
structure,
function,
succession.
Previous
research
has
focused
on
short-term
forest
fire
effects
hydrology.
However,
no
previous
study
empirically
investigated
recovery
snow-storage
over
decades
following
fire.
With
intensity
frequency
fires
increasing
common
question
how
reduce
risk
while
watersheds
efficiency
at
generating
supplies?
Here
we
present
potential
answer
such
question,
where
observations
taken
from
Oregon
Cascades
illustrate
that
fire,
forests
store
more
volume
delay
similar
an
open
area.
We
evaluate
long-term
accumulation
melt.
combined
in-situ
point
based
measurements,
continuous
time-lapse
photography
within
three
forests,
remote
sensing
multivariate
analysis
basin
scale
cover
Cascades.
found
increase
eventually
snowmelt
around
10
days
later
years
compared
immediately
Decades
may
retain
longer
spring
result
long
term
benefits
resources.
Allowing
burn
dominated
headwaters
resources
management.
International Journal of Wildland Fire,
Journal Year:
2023,
Volume and Issue:
32(7), P. 1039 - 1058
Published: May 22, 2023
Over
the
past
four
decades,
annual
area
burned
has
increased
significantly
in
California
and
across
western
USA.
This
trend
reflects
a
confluence
of
intersecting
factors
that
affect
wildfire
regimes.
It
is
correlated
with
increasing
temperatures
atmospheric
vapour
pressure
deficit.
Anthropogenic
climate
change
driver
behind
much
this
change,
addition
to
influencing
other
climate-related
factors,
such
as
compression
winter
wet
season.
These
climatic
trends
associated
increases
fire
activity
are
projected
continue
into
future.
Additionally,
related
suppression
Indigenous
use
fire,
aggressive
and,
some
cases,
changes
logging
practices
or
fuel
management
intensity,
collectively
have
produced
large
build-ups
vegetative
fuels
ecosystems.
Human
activities
provide
most
common
ignition
source
for
California’s
wildfires.
Despite
its
human
toll,
provides
range
ecological
benefits
many
Given
diversity
vegetation
types
regimes
found
state,
addressing
challenges
will
require
multi-faceted
locally
targeted
responses
terms
management,
human-caused
ignitions,
building
regulations
restrictions,
integrative
urban
ecosystem
planning,
collaboration
Tribes
support
reinvigoration
traditional
burning
Journal of Geophysical Research Earth Surface,
Journal Year:
2025,
Volume and Issue:
130(2)
Published: Feb. 1, 2025
Abstract
Seasonal
snowpacks
in
mountain
drainages
of
the
Great
Salt
Lake
Basin
(GSLB),
western
United
States,
are
primary
surface
water
supply
to
regional
agriculture,
metropolitan
Wasatch
Front,
and
terminal
Lake.
Spring
dust
emissions
from
eastern
result
a
dust‐darkened
GSLB
snowpack,
locally
accelerating
snowmelt
relative
dust‐free
conditions.
Such
acceleration
has
been
linked
streamflow
forecasting
errors
adjacent
Colorado
River
Basin,
but
snow
darkening
impacts
within
largely
uninvestigated.
To
quantify
impact,
we
analyzed
patterns
radiative
forcing
(RF
)
over
MODIS
record
(2001–2023)
using
spatially
temporally
complete
RF
fractional
snow‐covered
area
products.
For
validation,
retrievals
were
cross‐referenced
with
situ
observations.
Results
showed
that
was
present
every
year
had
no
significant
trend
record.
Spatially,
similar
across
all
three
subbasins.
Temporally,
exhibited
high
interannual
variability
(−30
+40
Wm
−2
means)
declined
slightly
regions
GSLB.
Controls
may
be
seasonal
meteorology
drought
conditions,
drivers
remain
uncertain.
Further
understanding
distribution
controls
during
changing
climate
weather
allow
us
predict
more
accurately.
Geophysical Research Letters,
Journal Year:
2023,
Volume and Issue:
50(6)
Published: March 28, 2023
Abstract
Wildfires
are
increasingly
impacting
high‐elevation
forests
in
the
western
United
States
that
accumulate
seasonal
snowpacks,
presenting
a
major
disturbance
to
critical
water
reservoir
for
region.
In
first
winter
following
2020
Cameron
Peak
wildfire
Colorado,
peak
snow
equivalent
high
burn
severity
forest
was
17%–25%
less
than
nearby
unburned
sites.
The
loss
of
canopy
and
lower
surface
albedo
led
an
positive
net
shortwave
radiation
balance
burned
area,
resulting
melt
rates
were
82%–144%
greater
sites
disappearance
occurred
11–13
days
earlier.
Late‐season
storms
temporarily
buried
soot,
thus
increasing
delaying
melt‐out
by
estimated
4
per
storm
our
study
area.
While
these
reduce
higher
imposed
impacts,
SNOTEL
measurements
show
they
occur
non‐uniformly
across
U.S.
Environmental Research Climate,
Journal Year:
2024,
Volume and Issue:
3(2), P. 025001 - 025001
Published: Feb. 12, 2024
Abstract
The
seasonal
mountain
snowpack
of
the
Western
US
(WUS)
is
a
key
water
resource
to
millions
people
and
an
important
component
regional
climate
system.
Impurities
at
snow
surface
can
affect
snowmelt
timing
rate
through
radiative
forcing
(RF),
resulting
in
earlier
streamflow,
disappearance,
less
availability
dry
months.
Predicting
locations,
timing,
intensity
impurities
challenging,
little
known
concerning
whether
RF
has
changed
over
recent
decades.
Here
we
analyzed
relative
magnitude
spatio-temporal
variability
across
WUS
three
spatial
scales
(pixel,
watershed,
regional)
using
remotely
sensed
from
spatially
temporally
complete
(STC)
MODIS
data
sets
(STC-MODIS
Snow
Covered
Area
Grain
Size/MODIS
Dust
Radiative
Forcing
on
Snow)
2001
2022.
To
quantify
impacts,
calculated
pixel-integrated
metric
each
season
(1st
March–30th
June)
all
22
years.
We
tested
for
long-term
trend
significance
with
Mann–Kendall
test
Theil–Sen’s
slope.
Mean
was
highest
Upper
Colorado
region,
but
notable
less-studied
regions,
including
Great
Basin
Pacific
Northwest.
Watersheds
high
also
tended
have
temporal
RF,
these
be
near
arid
regions.
trends
were
largely
absent;
only
small
percent
ecoregions
(0.03%–8%)
had
significant
trends,
typically
decreasing
trends.
All
exhibited
net
decline
RF.
While
extent
minimal,
found
declining
most
frequently
Sierra
Nevada,
North
Cascades,
Canadian
Rockies,
increasing
Idaho
Batholith.
This
study
establishes
two-decade
chronology
WUS,
helping
inform
where
when
impacts
may
need
considered
hydrologic
models
hydroclimate
studies.
Climate Dynamics,
Journal Year:
2024,
Volume and Issue:
62(9), P. 8615 - 8637
Published: Aug. 1, 2024
Abstract
The
California-Nevada
1997
New
Year’s
flood
was
an
atmospheric
river
(AR)-driven
rain-on-snow
(RoS)
event
and
remains
the
costliest
in
their
history.
joint
occurrence
of
saturated
soils,
rainfall,
snowmelt
generated
inundation
throughout
northern
California-Nevada.
Although
AR
RoS
events
are
projected
to
occur
more
frequently
with
climate
change,
warming
sensitivity
drivers
across
scales
understudied.
We
leverage
regionally
refined
mesh
capabilities
Energy
Exascale
Earth
System
Model
(RRM-E3SM)
recreate
horizontal
grid
spacings
3.5
km
California,
forecast
lead
times
up
4
days,
six
levels
ranging
from
pre-industrial
conditions
$$+3.5\,^\circ$$
+3.5∘
C.
describe
including
duration
intensity,
precipitation
phase,
intensity
efficiency,
snowpack
mass
energy
changes,
runoff
efficiency.
Our
findings
indicate
current
change
negligibly
influence
drivers.
At
$$\ge
1.7\,^\circ$$
≥1.7
C,
hazard
potential
increases,
nonlinearly
decreases,
antecedent
soil
moisture
decreases
(except
where
snowline
retreats),
southern
Sierra
Nevada
persists).
Storm
total
but
at
rates
below
warming-induced
increases
saturation-specific
humidity.
Warming
intensifies
short-duration,
high-intensity
particularly
snowfall-to-rainfall
transitions
occur.
This
study
highlights
nonlinear
tradeoffs
21st-century
hazards
provides
water
management
infrastructure
investment
adaptation
considerations.
Journal of Geophysical Research Atmospheres,
Journal Year:
2024,
Volume and Issue:
129(10)
Published: May 25, 2024
Abstract
Seasonal
snowpack
in
the
Western
United
States
(WUS)
is
vital
for
meeting
summer
hydrological
demands,
reducing
intensity
and
frequency
of
wildfires,
supporting
snow‐tourism
economies.
While
severity
snow
droughts
(SD),
that
is,
anomalously
low
snowpacks,
are
expected
to
increase
under
continued
global
warming,
uncertainty
from
internal
climate
variability
remains
challenging
quantify
with
observations
alone.
Using
a
30‐member
large
ensemble
state‐of‐the‐art
model,
Seamless
System
Prediction
EArth
Research
(SPEAR),
an
observations‐based
data
set,
we
find
WUS
SD
changes
already
significant.
By
2100,
SPEAR
projects
SDs
be
nearly
9
times
more
frequent
shared
socioeconomic
pathway
5‐8.5
(SSP5‐8.5)
5
SSP2‐4.5,
compared
1921–2011
average.
investigating
influence
two
primary
drivers
SD,
temperature
precipitation
amount,
average
will
become
warmer
wetter.
To
assess
how
these
affect
future
water
availability,
track
late
winter
spring
across
watersheds,
finding
differences
onset
time
“no‐snow”
threshold
between
regions
within
both
on
order
decades.
We
attribute
inter‐regional
regions'
mean
intra‐regional
irreducible
which
not
well‐explained
by
variations
Despite
strong
scenario
forcing,
continue
drive
no‐snow
conditions
through
2100.
Water Resources Research,
Journal Year:
2023,
Volume and Issue:
59(5)
Published: May 1, 2023
Abstract
The
western
United
States
(US)
is
a
hotspot
for
snow
drought.
Oregon
Cascade
Range
highly
sensitive
to
warming
and
as
result
has
experienced
the
largest
mountain
snowpack
losses
in
US
since
mid‐20th
century,
including
record‐breaking
drought
2014–2015
that
culminated
state
of
emergency.
While
snowpacks
serve
state's
primary
water
supply,
short
instrumental
records
limit
managers'
ability
fully
constrain
long‐term
natural
variability
prior
influence
ongoing
projected
anthropogenic
climate
change.
Here,
we
use
annually‐resolved
tree‐ring
develop
first
multi‐century
reconstruction
April
1st
Snow
Water
Equivalent
(SWE).
model
explains
58%
observed
extends
back
1688
AD,
nearly
quintupling
length
existing
record.
Our
suggests
only
one
other
multiyear
event
last
three
centuries
was
severe
2015
alone
more
than
any
year
over
centuries.
Extreme
low‐to‐high
“whiplash”
transitions
are
consistent
feature
throughout
reconstructed
Multi‐decadal
intervals
persistent
below‐the‐mean
peak
SWE
prominent
features
pre‐instrumental
variability,
but
generally
absent
from
period
likely
not
accounted
modern
management.
In
face
intensification
warming,
our
findings
motivate
adaptive
management
strategies
address
declining
increasingly
variable
precipitation
regimes.
Geophysical Research Letters,
Journal Year:
2023,
Volume and Issue:
50(23)
Published: Nov. 30, 2023
Abstract
Atmospheric
rivers
(ARs)
and
Santa
Ana
winds
(SAWs)
are
impactful
weather
events
for
California
communities.
Emergency
planning
efforts
resource
management
would
benefit
from
extending
lead
times
of
skillful
prediction
these
other
types
extreme
patterns.
Here
we
describe
a
methodology
subseasonal
winter
in
California,
including
ARs,
SAWs
heat
extremes.
The
hybrid
approach
combines
dynamical
model
historical
information
to
forecast
probabilities
outcomes
at
weeks
1–4
lead.
This
uses
considered
most
reliable,
that
is,
planetary/synoptic‐scale
atmospheric
circulation,
filters
error/uncertainty
longer
increases
the
sample
likely
by
utilizing
full
record
instead
more
limited
suite
ensemble
members.
We
demonstrate
skill
above
climatology
timescales,
highlighting
potential
use
water,
health,
land,
fire
decision
support.