Water Resources Research,
Год журнала:
2024,
Номер
60(3)
Опубликована: Март 1, 2024
Abstract
Water
temperature
forecasting
in
lakes
and
reservoirs
is
a
valuable
tool
to
manage
crucial
freshwater
resources
changing
more
variable
climate,
but
previous
efforts
have
yet
identify
an
optimal
modeling
approach.
Here,
we
demonstrate
the
first
multi‐model
ensemble
(MME)
reservoir
water
forecast,
method
that
combines
individual
model
strengths
single
framework.
We
developed
two
MMEs:
three‐model
process‐based
MME
five‐model
includes
empirical
models
forecast
profiles
at
temperate
drinking
reservoir.
found
improved
performance
by
8%–30%
relative
MME,
as
quantified
using
aggregated
probabilistic
skill
score.
This
increase
was
due
large
improvements
bias
despite
increases
uncertainty.
High
correlation
among
resulted
little
improvement
models.
The
utility
of
MMEs
highlighted
results:
(a)
no
performed
best
every
depth
horizon
(days
future),
(b)
avoided
poor
performances
rarely
producing
worst
for
any
forecasted
period
(<6%
ranked
forecasts
over
time).
work
presents
example
how
existing
can
be
combined
improve
discusses
value
utilizing
MMEs,
rather
than
models,
operational
forecasts.
Water Research,
Год журнала:
2020,
Номер
172, С. 115529 - 115529
Опубликована: Янв. 21, 2020
Environmental
management
depends
on
high-quality
monitoring
and
its
meaningful
interpretation.
The
combination
of
local
weather
dynamics,
regional
anthropogenic
stresses
global
environmental
changes
make
the
evaluation
information
in
dynamic
freshwater
systems
a
challenging
task.
While
lake
ecosystems
gather
many
complex
biogeochemical
interactions,
they
remain
constrained
by
same
physical
environment
mixing
transport.
It
is
therefore
crucial
to
obtain
system
insight.
Three-dimensional
hydrodynamic
models
are
perfectly
suited
for
providing
such
information.
However,
these
implement,
their
use
often
limited
modellers.
Here,
we
aim
provide
model
output
via
user-friendly
platform
broad
audience
ranging
from
scientists
public
governmental
stakeholders.
We
present
unified
approach
merging
apparently
diverse
interests
through
meteolakes.ch,
an
online
openly
disseminating
observations
three-dimensional
numerical
simulations
near
real-time
with
short-term
forecasts
data
assimilation.
Meteolakes
scalable
range
devices,
modular
distributed,
hence
allowing
expansion
other
regions
hardware
infrastructures.
Since
2016,
has
continuously
provided
timely
synoptic
more
than
250,000
users.
This
web-based
was
built
not
only
guidance
design
analysis
field
experiments
foster
interdisciplinary
studies,
but
also
assist
agencies
professionals
long-term
policy
planning
water
resources
management.
Finally,
our
aimed
at
promoting
awareness
understanding
complexity
lakes
interfaces.
article
details
operation
products.
Applications
demonstrated
examples
recent
upwelling
storm
event.
Both
cases
illustrate
how
help
quest
process
as
well
civil
society
specific
warnings.
Global Change Biology,
Год журнала:
2022,
Номер
28(16), С. 4861 - 4881
Опубликована: Май 25, 2022
Oxygen
availability
is
decreasing
in
many
lakes
and
reservoirs
worldwide,
raising
the
urgency
for
understanding
how
anoxia
(low
oxygen)
affects
coupled
biogeochemical
cycling,
which
has
major
implications
water
quality,
food
webs,
ecosystem
functioning.
Although
increasing
magnitude
prevalence
of
been
documented
freshwaters
globally,
challenges
disentangling
oxygen
temperature
responses
have
hindered
assessment
effects
on
carbon,
nitrogen,
phosphorus
concentrations,
stoichiometry
(chemical
ratios),
retention
freshwaters.
The
consequences
are
likely
severe
may
be
irreversible,
necessitating
ecosystem-scale
experimental
investigation
freshwater
availability.
To
address
this
gap,
we
devised
conducted
REDOX
(the
Reservoir
Ecosystem
Dynamic
Oxygenation
eXperiment),
an
unprecedented,
7-year
experiment
manipulated
modeled
bottom-water
(hypolimnetic)
at
whole-ecosystem
scale
a
eutrophic
reservoir.
Seven
years
data
reveal
that
significantly
increased
hypolimnetic
concentrations
altered
elemental
by
factors
2-5×
relative
to
oxic
periods.
Importantly,
prolonged
summer
nitrogen
export
from
reservoir
six-fold
changed
net
sink
source
organic
carbon
downstream.
While
low
thought
as
response
land
use
climate
change,
results
demonstrate
can
also
driver
changes
serve
intensifying
feedback
increases
downstream
waterbodies.
Consequently,
change
continue
increase
it
will
budgets
well
quality
Scientific Reports,
Год журнала:
2023,
Номер
13(1)
Опубликована: Май 16, 2023
Floating
photovoltaics
(FPV)
refers
to
photovoltaic
power
plants
anchored
on
water
bodies
with
modules
mounted
floats.
FPV
represents
a
relatively
new
technology
in
Europe
and
is
currently
showing
rapid
growth
deployment.
However,
effects
thermal
characteristics
of
lakes
are
largely
unknown,
yet
these
crucial
for
licensing
approval
such
plants.
Here,
we
quantify
impacts
lake
temperature,
energy
budget
stratification
through
measurements
near-surface
lateral
wind
flow,
irradiance,
air
temperatures
at
one
the
largest
commercial
German
facilities,
situated
70
m
deep
dredging
Upper
Rhine
Valley,
South-West
Germany.
Underneath
facility,
73%
reduction
irradiance
surface
an
average
23%
speed
module
height
detected.
A
three
month
data
set
then
used
up
General
Lake
Model
simulate
scenarios
different
occupancies
changing
climatic
conditions.
We
observe
that
coverage
result
more
unstable
shorter
during
summer,
which
could
mitigate
climate
change.
The
follows
non-linear
relationship
increased
occupancy.
sensitivity
analysis
showed
by
can
have
considerable
impact
properties
lake.
only
suggest
small
deviations
regard
investigated
These
findings
be
procedures
allow
accurate
assessment
environmental
future
installations.
Hydrology and earth system sciences,
Год журнала:
2023,
Номер
27(3), С. 837 - 859
Опубликована: Фев. 16, 2023
Abstract.
Long-term
effects
of
climate
change
on
lakes
globally
will
include
a
substantial
modification
in
the
thermal
regime
and
oxygen
solubility
lakes,
resulting
alteration
ecosystem
processes,
habitats,
concentrations
critical
substances.
Recent
efforts
have
led
to
development
long-term
model
projections
lake
regimes
solubility.
However,
such
are
hardly
ever
confronted
with
observations
extending
over
multiple
decades.
Furthermore,
global-scale
forcing
parameters
models
present
several
limitations,
as
need
significant
downscaling.
In
this
study,
were
analyzed
four
largest
French
peri-alpine
1850–2100.
We
tested
one-dimensional
(1D)
models'
robustness
for
variations
based
up
63
years
limnological
data
collected
by
Observatory
LAkes
(OLA).
Here,
we
evaluate
possibility
mechanistic
following
evolution
shortwave
radiation
air
temperature
while
providing
realistic
seasonal
trends
other
variables
which
local-scale
downscaling
often
lacks
accuracy.
Based
approach,
MyLake,
forced
temperatures
radiations,
predicted
accurately
last
4
6
decades,
RMSE
<
1.95
∘C.
Over
previous
3
water
increased
0.46
∘C
per
decade
(±0.02
∘C)
epilimnion
0.33
(±0.06
hypolimnion.
Concomitantly
due
change,
O2
has
decreased
−0.104
mg
L−1
(±0.005
L−1)
−0.096
(±0.011
hypolimnion,
respectively.
shared
socio-economic
pathway
SSP370
Intergovernmental
Panel
Climate
Change
(IPCC),
could
face
an
increase
3.80
(±0.20
next
70
years,
accompanied
decline
1.0
(±0.1
Together,
these
results
highlight
conditions
coming
better
integration
observatories
anticipate
habitats.
Nature Geoscience,
Год журнала:
2024,
Номер
17(8), С. 763 - 769
Опубликована: Июль 12, 2024
Abstract
Lake
surface
temperatures
are
projected
to
increase
under
climate
change,
which
could
trigger
shifts
in
the
future
distribution
of
thermally
sensitive
aquatic
species.
Of
particular
concern
for
lake
ecosystems
when
outside
range
natural
variability,
without
analogue
either
today
or
past.
However,
our
knowledge
such
no-analogue
conditions
will
appear
remains
uncertain.
Here,
using
daily
outputs
from
a
large
ensemble
SSP3-7.0
Earth
system
model
projections,
we
show
that
these
emerge
at
many
northern
lakes
global
warming
4.0
°C
above
pre-industrial
conditions.
No-analogue
occur
sooner,
2.4
warming,
lower
latitudes,
primarily
due
weaker
increases
likelihood
upper
limit
temperature
being
exceeded.
Similar
patterns
also
subsurface
water,
with
occurring
first
low
latitudes
and
last,
if
all,
higher
latitudes.
Our
study
suggests
induce
changes
across
water
column,
particularly
leading
emergence
unparalleled
climates
no
modern
counterparts,
probably
affecting
their
habitability
rearrangements
freshwater
habitats
this
century.
Geoscientific model development,
Год журнала:
2019,
Номер
12(9), С. 3955 - 3974
Опубликована: Сен. 6, 2019
Abstract.
One-dimensional
hydrodynamic
models
are
nowadays
widely
recognized
as
key
tools
for
lake
studies.
They
offer
the
possibility
to
analyze
processes
at
high
frequency,
here
referring
hourly
timescales,
investigate
scenarios
and
test
hypotheses.
Yet,
simulation
outputs
mainly
used
by
modellers
themselves
often
not
easily
reachable
outside
community.
We
have
developed
an
open-access
web-based
platform
visualization
promotion
of
easy
access
model
output
data
updated
in
near-real
time
(http://simstrat.eawag.ch,
last
access:
29
August
2019).
This
was
54
lakes
Switzerland
with
potential
adaptation
other
regions
or
global
scale
using
appropriate
forcing
input
data.
The
benefit
this
is
practically
illustrated
two
examples.
First,
we
show
that
allows
assessing
long-term
effects
past
climate
change
on
thermal
structure
a
lake.
study
confirms
need
only
evaluate
changes
all
atmospheric
but
also
watershed
throughflow
heat
energy
light
penetration
assess
structure.
Then,
how
can
be
compare
role
episodic
strong
wind
events
different
regional
especially
their
temporarily
destabilized.
With
platform,
demonstrate
new
path
forward
scientists
practitioners
promoting
cross
exchange
expertise
through
openly
sharing
situ
The cryosphere,
Год журнала:
2021,
Номер
15(5), С. 2211 - 2234
Опубликована: Май 10, 2021
Abstract.
At
high
latitudes
and
altitudes
one
of
the
main
controls
on
hydrological
biogeochemical
processes
is
breakup
freeze-up
lake
river
ice.
This
study
uses
3510
time
series
from
across
678
Northern
Hemisphere
lakes
rivers
to
explore
historical
patterns
in
ice
phenology
five
overlapping
periods
(1931–1960,
1946–1975,
1961–1990,
1976–2005,
1931–2005).
These
show
that
number
annual
open-water
days
increased
by
0.63
d
per
decade
1931–2005
Hemisphere,
with
trends
for
and,
a
lesser
extent,
closely
correlating
regionally
averaged
temperature.
Breakup
display
spatiotemporally
complex
evolution
reveal
considerable
caveats
interpreting
implications
changes
at
sites
may
only
have
or
data,
rather
than
both.
results
provide
an
important
contribution
showing
regional
variation
through
can
be
hidden
longer-term
trends.
The
30-year
also
evidence
acceleration
warming
time.
Understanding
both
long-
short-term
timescales
will
determining
causes
this
change,
underlying
associated
it,
wider
climatological
significance
as
global
temperatures
rise.