Lake Water Temperature Modeling in an Era of Climate Change: Data Sources, Models, and Future Prospects
Reviews of Geophysics,
Journal Year:
2024,
Volume and Issue:
62(1)
Published: Feb. 11, 2024
Abstract
Lake
thermal
dynamics
have
been
considerably
impacted
by
climate
change,
with
potential
adverse
effects
on
aquatic
ecosystems.
To
better
understand
the
impacts
of
future
change
lake
and
related
processes,
use
mathematical
models
is
essential.
In
this
study,
we
provide
a
comprehensive
review
water
temperature
modeling.
We
begin
discussing
physical
concepts
that
regulate
in
lakes,
which
serve
as
primer
for
description
process‐based
models.
then
an
overview
different
sources
observational
data,
including
situ
monitoring
satellite
Earth
observations,
used
field
classify
various
available,
discuss
model
performance,
commonly
performance
metrics
optimization
methods.
Finally,
analyze
emerging
modeling
approaches,
forecasting,
digital
twins,
combining
deep
learning,
evaluating
structural
differences
through
ensemble
modeling,
adapted
management,
coupling
This
aimed
at
diverse
group
professionals
working
fields
limnology
hydrology,
ecologists,
biologists,
physicists,
engineers,
remote
sensing
researchers
from
private
public
sectors
who
are
interested
understanding
its
applications.
Language: Английский
Turbulence Characteristics of Ice‐Free Radiatively Driven Convection in a Deep, Unstratified Lake
Geophysical Research Letters,
Journal Year:
2025,
Volume and Issue:
52(7)
Published: April 1, 2025
Abstract
This
study
examines
data
collected
with
an
autonomous
underwater
glider
during
a
period
of
vigorous
radiatively
driven
convection
(RDC)
and
low
winds
in
deep,
unstratified
Lake
Superior.
Conductivity,
temperature
depth
(CTD)
measurements
reveal
distinct
convective
plumes
warm
downwelling
water
anomalies
C
width
scales
on
the
order
m,
consistent
theoretical
scalings
for
regime.
Shear
microstructure
indicate
turbulent
kinetic
energy
(TKE)
dissipation
variance
rates
orders
magnitude
greater
thermal
than
laterally
adjacent
waters.
Decay
timescales
highly
efficient
mixing
is
sustained
throughout
night.
Energetics,
efficiency,
constraints
plume
are
also
discussed.
These
observations
demonstrate
that
RDC
can
dominate
vertical
dynamics
even
deep
ice‐free
systems,
these
systems
serve
as
real‐scale
laboratory
investigation
dynamics.
Language: Английский
Asymmetric Kelvin-Helmholtz instabilities in stratified shear flows
Physical Review Fluids,
Journal Year:
2024,
Volume and Issue:
9(1)
Published: Jan. 2, 2024
This
study
elucidates
the
regime
of
fluid
instabilities
that
can
arise
in
a
stratified
shear
flow
when
density
and
velocity
interfaces
are
not
aligned
-
common
occurrence
various
geophysical
flows.
Through
combination
linear
stability
analysis
direct
numerical
simulations,
we
unveil
hybrid
mode
characterized
by
features
both
Kelvin-Helmholtz
Holmboe
instabilities.
By
quantifying
crucial
role
asymmetry,
our
findings
contribute
to
refined
understanding
dynamics
mixing
these
Language: Английский
Sedimentation in particle-laden flows with and without velocity shear
Physics of Fluids,
Journal Year:
2023,
Volume and Issue:
35(8)
Published: Aug. 1, 2023
The
vertical
transport
of
sediment
from
particle-laden
flows
in
marine
settings
can
be
enhanced
by
a
settling-driven
convective
instability.
presence
horizontal
velocity
shear
further
influence
this
transport.
We
conduct
numerical
simulations
to
investigate
the
and
absence
shear.
show
how
is
determined
competition
between
growth
instability
(Rayleigh–Taylor)
stratified
(Kelvin–Helmholtz).
In
shear,
Rayleigh–Taylor
drives
transport;
effect
increases
with
Stokes
settling
particles
decreases
stratification
strength.
there
are
two
regimes
effective
settling.
When
Kelvin–Helmholtz
grows
rapidly
suppresses
instability,
significantly
reduced.
On
other
hand,
if
dominates
completely
inhibits
due
additional
energy
input
explore
parameter
space
these
interpret
their
physics.
Language: Английский
Floating active carpets drive transport and aggregation in aquatic ecosystems
Journal of Fluid Mechanics,
Journal Year:
2024,
Volume and Issue:
995
Published: Sept. 23, 2024
Communities
of
swimming
microorganisms
often
thrive
near
liquid–air
interfaces.
We
study
how
such
‘active
carpets’
shape
their
aquatic
environment
by
driving
biogenic
transport
in
the
water
column
beneath
them.
The
hydrodynamic
stirring
that
active
carpets
generate
leads
to
diffusive
upward
fluxes
nutrients
from
deeper
layers,
and
downward
oxygen
carbon.
Combining
analytical
theory
simulations,
we
examine
studying
fundamental
metrics,
including
single
pair
diffusivity,
first
passage
time
for
particle
encounters
rate
aggregation.
Our
findings
reveal
fluctuations
driven
have
a
region
influence
reaches
orders
magnitude
further
distance
than
size
organisms.
These
non-equilibrium
lead
strongly
enhanced
diffusion
particles,
which
is
anisotropic
space
dependent.
Fluctuations
also
facilitate
pairs,
quantify
analysing
velocity
correlation
functions
as
function
between
particles.
found
particles
plays
crucial
role
encounter
rates,
with
larger
situated
carpet
being
more
favourable
Overall,
this
research
broadens
our
comprehension
systems
out
equilibrium
biologically
contribute
elements
biogeochemical
cycles.
Language: Английский
Turbulent mixing layers and associated diffusive fluxes across the epilimnion and metalimnion in stratified large Lake Biwa
Limnology and Oceanography,
Journal Year:
2024,
Volume and Issue:
unknown
Published: Dec. 28, 2024
Abstract
Stratification
and
turbulent
mixing
have
an
immense
impact
on
biogeochemical
regimes
ecosystem
dynamics
in
stratified
large
lakes.
This
study
investigates
the
physical
properties
of
epi‐
metalimnion
Lake
Biwa
(Japan),
focusing
persistent
vertical
diffusive
fluxes
due
to
lower
their
effects
upward
nitrate
transport.
We
conducted
24‐h
observations
at
offshore
station
summer
for
three
consecutive
years
examine
temporal
variations
stratification
turbulence.
A
mooring
system
provided
long‐term
data
current
velocity,
while
thermal
profiles
along
two
transects
were
collected
investigate
lateral
changes.
Our
findings
revealed
strong
upper
metalimnion,
where
essentially
suppressed.
Distinct
layers
identified
near
water
surface
within
moderately
metalimnion.
Field
numerical
model
suggested
that
turbulence
was
driven
by
shear
instability,
straining,
and/or
wave–wave
interactions
linked
with
internal
waves
occur
even
during
weak
winds.
Vertical
eddy
diffusivity
>
10
−5
m
2
s
−1
associated
rather
turbulence,
which
has
not
been
reported
other
The
elevated
resulted
flux
0.2
mmol
N
−2
d
across
indicating
nutrient
transport
could
support
primary
productivity
play
important
ecological
role
deep
Language: Английский
Basin-scale hydrodynamics and physical connectivity in a great Patagonian Lake
Javiera Abarca,
No information about this author
Hugo N. Ulloa,
No information about this author
Yarko Niño
No information about this author
et al.
Journal of Great Lakes Research,
Journal Year:
2022,
Volume and Issue:
49(1), P. 172 - 189
Published: Dec. 23, 2022
Language: Английский
Basin-scale hydrodynamics and physical connectivity in a Great Patagonian Lake
Javiera Abarca,
No information about this author
Hugo N. Ulloa,
No information about this author
Yarko Niño
No information about this author
et al.
EarthArXiv (California Digital Library),
Journal Year:
2022,
Volume and Issue:
unknown
Published: Dec. 6, 2022
Patagonian
lakes
are
one
of
the
most
unexplored
aquatic
environments
on
Earth,
and
little
is
known
about
their
thermo-hydrodynamics
current
trophic
state.
Meanwhile,
increasing
urbanization
industrialization
in
catchments
compromise
health.
Here,
we
investigate
Lake
Llanquihue,
Earth's
great
freshwater
bodies
Northern
Patagonia,
Chile.
Still
considered
a
pristine
environment,
Llanquihue
has
experienced
recent
contamination
events
along
its
littoral,
whose
impacts
remain
unknown.
In
response,
public
private
agencies
have
started
to
develop
tailor-made
monitoring
plans
survey
water
quality.
However,
without
comprehensive
knowledge
lake's
functioning,
it
impossible
determine
fate
effects
contaminants
body.
characterize
via
numerical
simulations
basin-scale
hydrodynamics
crucial
information
for
diagnosing
transport
dissolved
suspended
matter
within
basin.
Aiming
delimit
regions
impacted
by
contaminated
discharges,
pose
fundamental
question
that
applies
any
lake:
What
physical
connectivity
between
two
zones
interest
lake?
To
address
this
question,
introduce
framework
characterizes
preferential
pathways
quantifies
timescale
tracers
take
stream
from
zone
another
an
system.
This
applied
among
main
urban
rural
settlements
connected
littoral
Llanquihue.
Our
results
show
long-distance
primarily
controlled
time-persistent,
large-scale
gyre
seasonal
mesoscale
gyres.
The
above
will
enable
lake
managers
monitor
health
basin,
identify
notify
potential
risk
polluted
effluents,
advance
toward
more
sustainable
relationship
with
Language: Английский