Abstract.
Melt
ponds
play
a
vital
role
in
determining
the
Arctic
energy
budget
by
accelerating
rate
of
sea
ice
loss
aided
their
lower
albedo.
Therefore,
an
accurate
long-term
estimate
Pond
Fraction
(MPF)
is
necessary
to
forecast
summer
ice-free
conditions.
Earth
Observation
(EO)
satellite
systems
provide
ideal
tools
monitor
evolution
melt
ponds,
both
spatially
and
temporally,
near-real
time.
However,
MPF
estimates
from
these
studies
are
affected
presence
small,
fragmented
floes
called
brash
ice,
submerged
ice.
An
improved
workflow
remove
effects
aforementioned
features
estimate.
Here,
we
using
Sentinel-2
imagery,
coupling
Random
Forest
(RF)
model
with
mathematical
morphological
algorithms
–
dilation
reconstruction
which
improves
reducing
misclassifications
nilas,
submerged,
Further,
present
inter-seasonal
time-series
2018
2021
show
that
employing
operations
after
RF
reduces
mean
greater
than
40
%.
Our
results
exhibited
considerable
intra-
variations,
maximum
reaching
as
high
57
Elementa Science of the Anthropocene,
Journal Year:
2022,
Volume and Issue:
10(1)
Published: Jan. 1, 2022
The
magnitude,
spectral
composition,
and
variability
of
the
Arctic
sea
ice
surface
albedo
are
key
to
understanding
numerically
simulating
Earth’s
shortwave
energy
budget.
Spectral
broadband
albedos
were
spatially
temporally
sampled
by
on-ice
observers
along
individual
survey
lines
throughout
sunlit
season
(April–September,
2020)
during
Multidisciplinary
drifting
Observatory
for
Study
Climate
(MOSAiC)
expedition.
seasonal
evolution
MOSAiC
year
was
constructed
from
averaged
values
each
line.
Specific
locations
identified
as
representative
types,
including
accumulated
dry
snow,
melting
bare
ice,
refreezing
ponded
sediment-laden
ice.
area-averaged
progression
total
recorded
showed
remarkable
similarity
that
22
years
prior
on
multiyear
Surface
Heat
Budget
Ocean
(SHEBA)
In
accord
with
these
other
previous
field
efforts,
relatively
thick,
snow-free,
shows
invariance
across
location,
decade,
type.
particular,
indistinguishable
second-year
suggesting
highly
scattering
layer
forms
summer
is
robust
stabilizing.
contrast,
observed
be
variable
at
visible
wavelengths.
Notable
temporal
changes
in
documented
melt
freeze
onset,
formation
deepening
ponds,
While
model
simulations
show
considerable
agreement
progression,
disparities
suggest
need
improve
how
both
thin,
simulated.
Elementa Science of the Anthropocene,
Journal Year:
2023,
Volume and Issue:
11(1)
Published: Jan. 1, 2023
Repeated
transects
have
become
the
backbone
of
spatially
distributed
ice
and
snow
thickness
measurements
crucial
for
understanding
mass
balance.
Here
we
detail
at
Multidisciplinary
drifting
Observatory
Study
Arctic
Climate
(MOSAiC)
2019–2020,
which
represent
first
such
collected
across
an
entire
season.
Compared
with
similar
historical
transects,
MOSAiC
was
thin
(mean
depths
approximately
0.1–0.3
m),
while
sea
relatively
thick
first-year
(FYI)
second-year
(SYI).
SYI
two
distinct
types:
level
formed
from
surfaces
extensive
melt
pond
cover,
deformed
ice.
On
SYI,
spatial
signatures
refrozen
ponds
remained
detectable
in
January.
At
beginning
winter
thinnest
also
had
snow,
growth
rates
(0.33
m
month−1
FYI,
0.24
previously
ponded
SYI)
exceeding
that
(0.2
month−1).
By
January,
FYI
already
a
greater
modal
(1.1
m)
than
(0.9
m).
February,
all
became
indistinguishable
about
1.4
m.
The
largest
thicknesses
were
measured
May
1.7
Transects
included
ice,
where
volumes
accumulated
by
April.
remaining
on
exhibited
typical
heterogeneity
form
dunes.
Spatial
correlation
length
scales
ranged
20
to
40
or
60
90
m,
depending
sampling
direction,
suggests
known
anisotropy
dunes
manifests
patterns
thickness.
diverse
data
obtained
invaluable
resource
model
remote
sensing
product
development.
Geophysical Research Letters,
Journal Year:
2023,
Volume and Issue:
50(5)
Published: March 4, 2023
Abstract
Melt
ponds
forming
on
Arctic
sea
ice
in
summer
significantly
reduce
the
surface
albedo
and
impact
heat
mass
balance
of
ice.
Therefore,
their
areal
coverage,
which
can
undergo
rapid
change,
is
crucial
to
monitor.
We
present
a
revised
method
extract
melt
pond
fraction
(MPF)
from
Sentinel‐2
satellite
imagery,
evaluated
by
MPF
products
higher‐resolution
helicopter‐borne
imagery.
The
analysis
evolution
during
MOSAiC
campaign
2020,
shows
split
Central
Observatory
(CO)
into
level
highly
deformed
part,
latter
exhibits
exceptional
early
formation
compared
vicinity.
Average
CO
MPFs
are
17%
before
23%
after
major
drainage.
Arctic‐wide
for
years
2017–2021
consistent
seasonal
cycle
all
regions
years.
Elementa Science of the Anthropocene,
Journal Year:
2023,
Volume and Issue:
11(1)
Published: Jan. 1, 2023
The
rapid
melt
of
snow
and
sea
ice
during
the
Arctic
summer
provides
a
significant
source
low-salinity
meltwater
to
surface
ocean
on
local
scale.
accumulation
this
on,
under,
around
floes
can
result
in
relatively
thin
layers
upper
ocean.
Due
small-scale
nature
these
upper-ocean
features,
typically
order
1
m
thick
or
less,
they
are
rarely
detected
by
standard
methods,
but
nevertheless
pervasive
critically
important
summer.
Observations
Multidisciplinary
drifting
Observatory
for
Study
Climate
(MOSAiC)
expedition
2020
focused
evolution
such
made
advancements
understanding
their
role
coupled
system.
Here
we
provide
review
Arctic,
with
emphasis
new
findings
from
MOSAiC.
Both
prior
recent
observational
datasets
indicate
an
intermittent
yet
long-lasting
(weeks
months)
layer
0.1
1.0
thickness,
large
spatial
range.
presence
impacts
physical
system
reducing
bottom
allowing
formation
via
false
growth.
Collectively,
bottoms
reduce
atmosphere-ocean
exchanges
momentum,
energy,
material.
far-reaching,
including
acting
as
barrier
nutrient
gas
exchange
impacting
ecosystem
diversity
productivity.
Elementa Science of the Anthropocene,
Journal Year:
2023,
Volume and Issue:
11(1)
Published: Jan. 1, 2023
Low-salinity
meltwater
from
Arctic
sea
ice
and
its
snow
cover
accumulates
creates
under-ice
layers
below
ice.
These
can
result
in
the
formation
of
new
layers,
or
false
bottoms,
at
interface
this
low-salinity
colder
seawater.
As
part
Multidisciplinary
drifting
Observatory
for
Study
Climate
(MOSAiC),
we
used
a
combination
coring,
temperature
profiles
thermistor
strings
underwater
multibeam
sonar
surveys
with
remotely
operated
vehicle
(ROV)
to
study
areal
coverage
temporal
evolution
bottoms
during
summer
melt
season
mid-June
until
late
July.
ROV
indicated
that
MOSAiC
Central
(350
by
200
m2)
was
21%.
Presence
reduced
bottom
7–8%
due
local
decrease
ocean
heat
flux,
which
be
described
thermodynamic
model.
Under-ice
layer
thickness
larger
first-year
thinner
thicker
second-year
We
also
found
thick
ridge
keels
confined
areas
accumulated,
preventing
mixing
underlying
While
model
could
reproduce
growth
melt,
it
not
describe
observed
rates
above
bottoms.
show
meltwater-layer
salinity
is
linked
brine
flushing
accumulating
bottom.
The
results
aid
estimating
contribution
mass
balance
salt
budget
Elementa Science of the Anthropocene,
Journal Year:
2024,
Volume and Issue:
12(1)
Published: Jan. 1, 2024
Central
Arctic
properties
and
processes
are
important
to
the
regional
global
coupled
climate
system.
The
Multidisciplinary
drifting
Observatory
for
Study
of
Climate
(MOSAiC)
Distributed
Network
(DN)
autonomous
ice-tethered
systems
aimed
bridge
gaps
in
our
understanding
temporal
spatial
scales,
particular
with
respect
resolution
Earth
system
models.
By
characterizing
variability
around
local
measurements
made
at
a
Observatory,
DN
covers
both
interactions
involving
ocean-ice-atmosphere
interfaces
as
well
three-dimensional
ocean,
sea
ice,
atmosphere.
more
than
200
instruments
(“buoys”)
were
varying
complexity
set
up
different
sites
mostly
within
50
km
Observatory.
During
an
exemplary
midwinter
month,
observations
captured
atmospheric
on
sub-monthly
time
but
less
so
monthly
means.
They
show
significant
snow
depth
ice
thickness,
provide
temporally
spatially
resolved
characterization
motion
deformation,
showing
coherency
scale
smaller
scales.
Ocean
data
background
gradient
across
dependent
due
mixed
layer
sub-mesoscale
mesoscale
processes,
influenced
by
variable
cover.
second
case
(May–June
2020)
illustrates
utility
during
absence
manually
obtained
providing
continuity
physical
biological
this
key
transitional
period.
We
examples
synergies
between
extensive
MOSAiC
remote
sensing
numerical
modeling,
such
estimating
skill
drift
forecasts
evaluating
modeling.
has
been
proven
enable
analysis
atmosphere-ice-ocean
potential
improve
model
parameterizations
important,
unresolved
future.
Elementa Science of the Anthropocene,
Journal Year:
2024,
Volume and Issue:
12(1)
Published: Jan. 1, 2024
The
Arctic
Ocean
is
an
exceptional
environment
where
hydrosphere,
cryosphere,
and
atmosphere
are
closely
interconnected.
Changes
in
sea-ice
extent
thickness
affect
ocean
currents,
as
well
moisture
heat
exchange
with
the
atmosphere.
Energy
water
fluxes
impact
formation
melting
of
sea
ice
snow
cover.
Here,
we
present
a
comprehensive
statistical
analysis
stable
isotopes
various
hydrological
components
central
obtained
during
Multidisciplinary
drifting
Observatory
for
Study
Climate
(MOSAiC)
expedition
2019–2020,
including
understudied
winter.
Our
dataset
comprises
>2200
water,
snow,
samples.
Snow
had
most
depleted
variable
isotopic
composition,
δ18O
(–16.3‰)
increasing
consistently
from
surface
(–22.5‰)
to
bottom
(–9.7‰)
snowpack,
suggesting
that
metamorphism
wind-induced
transport
may
overprint
original
precipitation
isotope
values.
In
Ocean,
also
help
distinguish
between
different
types,
whether
there
meteoric
contribution.
composition
salinity
seawater
indicated
relative
contributions
freshwater
sources:
lower
(approximately
–3.0‰)
salinities
were
observed
near
eastern
Siberian
shelves
towards
center
Transpolar
Drift
due
river
discharge.
Higher
–1.5‰)
associated
Atlantic
source
when
RV
Polarstern
crossed
Gakkel
Ridge
into
Nansen
Basin.
These
changes
driven
mainly
by
shifts
within
carried
across
Ocean.
highlights
importance
investigating
fractionation
effects,
example,
melting.
A
systematic
full-year
sampling
strengthens
our
understanding
cycle
provides
crucial
insights
interaction
atmosphere,
ice,
their
spatio-temporal
variations
MOSAiC.
The cryosphere,
Journal Year:
2025,
Volume and Issue:
19(2), P. 619 - 644
Published: Feb. 7, 2025
Abstract.
The
melt
of
snow
and
sea
ice
during
the
Arctic
summer
is
a
significant
source
relatively
fresh
meltwater.
fate
this
freshwater,
whether
in
surface
ponds
or
thin
layers
underneath
leads,
impacts
atmosphere–ice–ocean
interactions
their
subsequent
coupled
evolution.
Here,
we
combine
analyses
datasets
from
Multidisciplinary
drifting
Observatory
for
Study
Climate
(MOSAiC)
expedition
(June–July
2020)
process
study
on
formation
freshwater
floes
Central
Arctic.
Our
budget
suggest
that
high
fraction
(58
%)
derived
melt.
Additionally,
contribution
stored
precipitation
(snowmelt)
outweighs
by
5
times
input
situ
(rain).
magnitude
rate
local
meltwater
production
are
remarkably
similar
to
those
observed
prior
Surface
Heat
Budget
Ocean
(SHEBA)
campaign,
where
cumulative
totaled
around
1
m
both.
A
small
(10
remains
ponds,
which
higher
more
deformed
second-year
(SYI)
compared
first-year
(FYI)
later
summer.
Most
drains
laterally
vertically,
with
vertical
drainage
enabling
storage
internally
freshening
brine
channels.
In
upper
ocean,
can
accumulate
transient
order
0.1
thick
leads
under
ice.
presence
such
substantially
system
reducing
bottom
allowing
false
growth;
heat,
nutrient,
gas
exchange;
influencing
ecosystem
productivity.
Regardless,
majority
inferred
be
ultimately
incorporated
into
ocean
(75
(14
%).
Terms
as
annual
could
used
future
work
diagnostics
global
climate
models.
For
example,
range
values
CESM2
model
roughly
encapsulate
total
production,
while
underestimated
about
50
%,
suggesting
pond
terms
key
investigation.
The cryosphere,
Journal Year:
2025,
Volume and Issue:
19(3), P. 1259 - 1278
Published: March 17, 2025
Abstract.
Arctic
sea
ice
has
undergone
significant
changes
over
the
past
50
years.
Modern
large-scale
estimates
of
thickness
and
volume
come
from
satellite
observations.
However,
these
have
limited
accuracy,
especially
during
melt
season,
making
it
difficult
to
compare
state
year
year.
Uncertainties
in
density
lead
high
uncertainties
retrieval
its
freeboard.
During
Multidisciplinary
drifting
Observatory
for
Study
Climate
(MOSAiC)
expedition,
we
observed
a
first-year
(FYI)
freeboard
increase
0.02
m,
while
decreased
by
0.5
m
season
June–July
2020.
Over
same
period,
FYI
910
880
kg
m−3,
air
fraction
increased
1
%
6
%,
due
void
expansion
controlled
internal
melt.
This
substantially
affected
Due
differences
thermodynamic
(such
as
salinity
temperature),
is
less
pronounced
second-year
(SYI)
smaller
impact
on
evolution
SYI
ridges.
We
validated
our
discrete
measurements
coring
using
co-located
topography
observations
underwater
sonar
an
airborne
laser
scanner.
Despite
decreasing
thickness,
similar
counterintuitive
increasing
was
entire
0.9
km2
MOSAiC
floe,
with
stronger
than
saline
SYI.
The
surrounding
area
experienced
slightly
lower
0.01
July
2020,
despite
comparable
rates
obtained
mass
balance
buoys.
defines
rapid
decrease
density,
complicates
altimeters
underlines
importance
considering
algorithms.
Elementa Science of the Anthropocene,
Journal Year:
2023,
Volume and Issue:
11(1)
Published: Jan. 1, 2023
Sea-ice
ridges
constitute
a
large
fraction
of
the
ice
volume
in
Arctic
Ocean,
yet
we
know
little
about
evolution
these
masses.
Here
examine
thermal
and
morphological
an
first-year
sea-ice
ridge,
from
its
formation
to
advanced
melt.
Initially
mean
keel
depth
was
5.6
m
sail
height
0.7
m.
The
initial
rubble
macroporosity
(fraction
seawater
filled
voids)
estimated
at
29%
drilling
43%–46%
buoy
temperature.
From
January
until
mid-April,
ridge
consolidated
slowly
by
heat
loss
atmosphere
total
layer
growth
during
this
phase
mid-April
mid-June,
there
sudden
increase
consolidation
rate
despite
no
conductive
flux.
We
surmise
change
related
decreased
due
transport
snow-slush
via
adjacent
open
leads.
In
period,
thickness
increased
2.1
At
peak
melt
June–July
suggest
that
refreezing
surface
snow
meltwater
(the
latter
only
15%
consolidation).
used
morphology
parameters
calculate
hydrostatic
equilibrium
obtained
more
accurate
estimate
actual
keel,
correcting
2.2
2.8
for
average
consolidation.
This
approach
also
allowed
us
0.3
m,
June–July,
accompanied
decrease
draft
0.9
An
mass
balance
indicated
which
rapid
mode
April
June.
By
resulted
drastic
interior
while
flanks
had
or
macroporosity.
These
results
are
important
understanding
role
keels
as
sources
sinks
sanctuary
ice-associated
organisms
pack
ice.