Geoscientific model development,
Journal Year:
2025,
Volume and Issue:
18(2), P. 211 - 237
Published: Jan. 20, 2025
Abstract.
Decadal-scale
oceanographic,
environmental,
and
ecological
changes
have
been
reported
in
the
Salish
Sea,
an
ecologically
productive
inland
sea
northeast
Pacific
that
supports
economies
cultures
of
millions
people.
However,
there
are
substantial
data
gaps
related
to
physical
water
properties
make
it
difficult
evaluate
trends
pathways
effects
between
ocean
productivity
marine
ecosystems.
With
aim
addressing
these
gaps,
we
present
Hindcast
Sea
(HOTSSea)
v1,
a
3D
oceanographic
model
developed
using
Nucleus
for
European
Modelling
Ocean
(NEMO)
engine,
with
temporal
coverage
from
1980–2018.
We
used
experimental
approach
incrementally
assess
sensitivity
atmospheric
reanalysis
products
boundary
forcings
horizontal
discretisation
grid
(∼
1.5
km).
Biases
inherited
were
quantified,
simple
temperature
bias
correction
factor
applied
at
one
was
found
substantially
improve
skill.
Evaluation
salinity
indicates
performance
is
best
Strait
Georgia.
Relatively
large
biases
occur
near-surface
waters,
especially
subdomains
topography
narrower
than
grid's
resolution.
demonstrated
simulates
anomalies
secular
warming
trend
over
entire
column
general
agreement
observations.
HOTSSea
v1
provided
first
look
spatially
temporally
heterogenous
throughout
northern
central
part
domain
where
observations
sparse.
Overall,
despite
relatively
coarse
discretisation,
performs
well
representing
spatial–temporal
scales
needed
support
research
decadal-scale
climate
on
ecosystems,
fish,
fisheries.
conclude
by
underscoring
need
further
extend
hindcast
capture
regime
shift
occurred
1970s.
SN Applied Sciences,
Journal Year:
2023,
Volume and Issue:
5(12)
Published: Nov. 6, 2023
Abstract
Climate
change
has
placed
considerable
pressure
on
the
residential
environment,
agricultural,
and
water
supplies
in
different
areas
of
world,
especially
arid
places
such
as
Iraq.
Iraq
is
one
five
most
vulnerable
countries
world
to
climate
change,
where
it
been
encountering
extremes
heat
waves
during
recent
decades
resulted
drought,
desertification,
rivers
dried
up,
which
led
thousands
hectares
turn
dry
yellow.
This
study
aims
investigate
trends
middle
western
regions
future
expectations.
The
daily
maximum
temperature,
minimum
precipitation
are
downscaled
using
Long
Ashton
Research
Station
Weather
Generator
(LARS-WG)
model.
Five
General
Circulation
Models
(GCMs)
from
Coupled
Model
Intercomparison
Project
Phase
5
(CMIP5)
employed
for
three
periods:
near
(2021–2040),
medium
(2051–2070),
far
(2081–2100),
based
two
scenarios
Representative
Concentration
Pathways
(RCP4.5
RCP8.5)
four
selected
meteorological
stations
representing
area.
outcomes
calibration
validation
model
supported
its
skill
reliability
downscale
temperature
time
series
statistical
indices
(R
2
,
RMSE
MBE)
ranging
between
(0.894–0.998),
(0.1270–1.9274)
(−
0.6158
0.0008),
respectively.
results
showed
that
average
annual
temperatures
will
increase
at
all
across
periods
by
0.94
4.98
°C
end
twenty-first
century.
Annual
changes
tend
generally
towards
area
(6.09–14.31%)
RCP4.5
(11.25–20.97%)
RCP8.5
Compared
historical
data
(1990–2020).
These
findings
can
contribute
become
more
acquainted
with
effects
environment
encourage
managers
planners
come
up
plans
mitigating
adapting
these
effects.
They
also
serve
a
guide
management
agricultural
resources
region.
Climate Dynamics,
Journal Year:
2023,
Volume and Issue:
61(7-8), P. 3499 - 3523
Published: March 23, 2023
Abstract
The
potential
changes
in
the
characteristics
and
damage
of
three
most
damaging
tropical
cyclone
(TC)
events
(Haiyan
2013,
Bopha
2012,
Mangkhut
2018)
Philippines
have
been
simulated
using
pseudo
global
warming
(PGW)
technique.
Simulations
were
performed
Weather
Research
Forecasting
model
at
5
km
resolution
with
cumulus
parameterization
(5
kmCU)
3
without
(3
kmNoCU),
PGW
deltas
derived
from
a
selection
CMIP6
models.
We
found
that
re-forecasting
TCs
under
future
leads
to
more
intense
TCs,
maximum
wind
4%,
3%,
14%
for
kmCU
runs,
14%,
12%
kmNoCU
runs
Typhoon
Haiyan,
Bopha,
Mangkhut,
respectively.
track,
translation
speed,
size
are
relatively
small.
TC
cases
higher
impact
future,
as
expressed
by
index,
ranging
~
1%
up
37%
SSP5-8.5
scenario.
Based
on
pre-industrial
climate
change
has
had,
so
far,
only
weak
influence
intensity
not
much
size.
convective
show
similar
sign
projected
response,
but
different
signals
speed
Environmental Science and Pollution Research,
Journal Year:
2023,
Volume and Issue:
31(28), P. 40636 - 40654
Published: May 18, 2023
This
study
evaluates
hydrology
and
hydrological
extremes
under
future
climate
change
scenarios.
The
scenarios
were
developed
from
multiple
Global
Circulation
Models
(GCMs),
Representative
Concentration
Pathway
(RCP)
scenarios,
statistical
downscaling
techniques.
To
ensure
model
robustness,
the
Soil
Water
Assessment
Tool
(SWAT)
was
calibrated
validated
using
Differential
Split
Sample
Test
(DSST)
approach.
also
at
multi-gauges
of
watershed.
Future
revealed
a
reduction
in
precipitation
(in
order
-9.1%
to
4.9%)
consistent
increase
maximum
temperature
(0.34°C
4.10°C)
minimum
(-0.15
°C
3.7°C)
different
simulations.
triggered
surface
runoff
streamflow
moderate
evapotranspiration.
projected
decrease
high
flow
(Q5)
low
(Q95).
A
higher
Q5
annual
is
simulated
whereas
an
RCP8.5
emission
scenario.
suggests
optimal
water
management
structures
which
can
reduce
effect
flows.
Atmosphere,
Journal Year:
2022,
Volume and Issue:
13(11), P. 1876 - 1876
Published: Nov. 10, 2022
This
study
aims
to
provide
a
brief
overview
of
four
regional
climate
model
(RCM)
estimations
for
(Daily,
Monthly,
Seasonal,
and
Annual)
averaged
precipitation
over
the
Wadi
Chemora
Basin
in
northeastern
Algeria
historical
period
(1970–2005)
future
forecasts
(2006–2100).
Data
from
seven
ground
stations
were
compared
data
RCMs:
RCA4
driven
by
ICHEC-EC-EARTH
NOAA-GFDL-GFDL-ESM2M
MENA-CORDEX
domain
with
intermediate
resolution
(25
km,
0.22°)
ALADIN
RegCM4
MED-CORDEX
high
(12
0.11°).
In
most
time
steps
(Annual,
Daily),
raw
RCMs
overestimated
precipitation,
but
their
performance
improved
significantly
after
applying
gamma
quantile
mapping
(GQM)
bias
correction
method.
The
bias-corrected
projections
indicate
decreases
seasonal
rainfall
near
(2010–2039),
mid-century
(2040–2069),
end
century
(2070–2100)
periods.
Overall
all
seasons
lead
projected
decrease
annual
an
average
66%
21st
century.
HydroResearch,
Journal Year:
2023,
Volume and Issue:
6, P. 279 - 292
Published: Jan. 1, 2023
Changing
streamflow
is
one
of
the
most
visible
consequences
climate
change.
In
this
study,
Soil
and
Water
Assessment
Tool
(SWAT)
model
was
used
to
investigate
significant
effects
change
on
in
a
Himalayan
River.
We
incorporated
information
from
several
Global
Climate
Models
(GCM),
considering
two
scenarios:
SSP
2.45
5.85,
which
are
part
Shared
Socioeconomic
Pathways
(SSPs)
for
future
periods
2022–2030
2031–2050.
Substantial
patterns
temperature
rainfall
changes
were
identified
using
ensemble
modeling.
Under
both
SSPs
results
indicated
rising
trend
temperatures
January
June,
decline
June
September,
marginal
increase
October
December.
Additionally,
annual
rainfall,
real
evapotranspiration,
river
flow
anticipated
rise
by
17.67–21.79%,
up
0.93%,
23–53%,
respectively
upper
region
study
basin.
Conversely,
across
scenarios,
lower
depicted
have
20.84–36.34%,
evapotranspiration
4.35%,
38–65%.
These
findings
will
be
invaluable
design
construction
climate-resilient
water
resources
related
projects
regions,
such
as
Nepal.
Journal of Hydrology Regional Studies,
Journal Year:
2024,
Volume and Issue:
52, P. 101682 - 101682
Published: Feb. 8, 2024
The
Upper
Nerang
River
Catchment
located
in
South-East
Queensland
(SEQ),
Australia.
Soil
Water
Assessment
Tool
(SWAT)
model
was
applied
to
test
the
sensitivity
of
catchment
runoff
and
water
quality
changes
Leaf
Area
Index
(LAI)
(topsoil)
Organic
Carbon
(SOC)
associated
with
climate
change.
These
parameters
are
normally
considered
be
stationary
hydrological
models,
potentially
constraining
accuracy
these
models
for
simulation
under
future
scenarios.
LAI
decreased
by
0.4%
16.9%
SOC
5.9
11.6%,
depending
on
land
cover,
period,
emission
scenario.
Climate
change
scenarios
showed
an
increase
extreme
flows
compared
a
baseline
(recent
historical)
case
were
characterised
reduced
return
period
greater
magnitude
discharge.
Changes
have
potential
mitigate
may
reduce
loads
SS,
TN
TP
findings
this
study
indicate
that
incorporating
into
is
important
modelling
response
Furthermore,
could
managed
impacts
streamflow
losses
from
soils
receiving
waters.