Journal of Water and Climate Change,
Год журнала:
2023,
Номер
14(7), С. 2103 - 2121
Опубликована: Июнь 28, 2023
Abstract
Evapotranspiration
(ET)
is
an
important
process
of
the
regional
hydrothermal
cycle.
However,
it
unclear
how
mitigation
urban
ET
in
thermal
environments
occurs
a
spatial
context.
Landsat
8
satellite
images
from
2014
to
2018
Xuzhou
and
corresponding
meteorological
observations
were
selected,
improved
mono-window
algorithm
(IMW)
RS-PM
model
applied
invert
land
surface
temperature
(LST)
ET,
respectively.
In
addition,
analysis
methods
(a
profile
analysis,
standard
deviation
ellipse
(SDE)
bivariate
Moran's
I)
employed
quantify
simulate
characteristics
effect
on
LST.
The
results
indicated
following:
(1)
There
was
significant
linear
negative
correlation
between
LST,
which
confirms
that
has
LST;
(2)
SDE
overlap
ratios
patches
with
higher
lower
LST
imply
have
impact
distribution
(3)
I
their
mixture
spectral
(LISA)
maps
reveal
landscape
pattern
parches
also
factor
affecting
environmental
temperature.
Scientific Reports,
Год журнала:
2025,
Номер
15(1)
Опубликована: Фев. 13, 2025
Abstract
Climate
change
is
increasing
the
frequency
and
intensity
of
urban
heat
islands
stormwater
flooding.
In
order
to
mitigate
these
threats
cities
are
turning
toward
green
infrastructure
restore
hydrologic
cycle
in
a
way
that
increases
ecosystem
services
provided
by
trees.
Strategically
designed
can
runoff
volume
rainfall
interception
through
tree
canopies
redirect
impervious
into
bioswales
promote
infiltration.
addition,
greens
extreme
via
evapotranspiration
shading.
Here
we
applied
i-Tree
HydroPlus
model
German
city
Karlsruhe
its
twenty-seven
districts
with
varying
initial
conditions
cover
analyze
potential
for
both
mitigation
during
dry
wet
periods
throughout
5-year
period.
After
analyzing
drainage
conditions,
used
simulate
scenario
each
district
restored
hydrology
at
30%.
Regarding
trade-offs
between
mitigation,
results
confirm
soils
before
storm
events
lead
greater
reduction
10%,
prior
heatwaves
resulted
evaporative
cooling.
Compared
current
scenarios
decreasing
number
hours
(Heat
Index
>
31
°C)
per
year
on
average
64.5%,
reduce
58%
across
all
districts.
Thus,
our
simulation
show
investing
greener
infrastructure,
has
positive
impacts
microclimate
hydrology.
Finally,
discuss
synergies
investigated
management
options
as
well
transferability
other
cities.
Remote Sensing of Environment,
Год журнала:
2023,
Номер
287, С. 113487 - 113487
Опубликована: Фев. 1, 2023
The
impacts
of
global
change,
including
extreme
heat
and
water
scarcity,
are
threatening
an
ever-growing
urban
world
population.
Evapotranspiration
(ET)
mitigates
the
island,
reducing
effect
waves.
It
can
also
be
used
as
a
proxy
for
vegetation
use,
making
it
crucial
tool
to
plan
resilient
green
cities.
To
optimize
trade-off
between
greening
security,
reliable
up-to-date
maps
ET
cities
urgently
needed.
Despite
its
importance,
few
studies
have
mapped
accurately
entire
city
in
high
spatial
temporal
resolution.
We
Berlin,
Germany
(10-m)
(hourly)
resolution
year
2019.
A
novel
machine
learning
(ML)
approach
combining
Sentinel-2
time
series,
open
geodata,
flux
footprint
modeling
was
applied.
Two
eddy
towers
with
contrasting
surrounding
land
cover
provided
training
testing
data.
Flux
allowed
us
incorporate
comprehensive
types
ML
models.
Open
remote
sensing
geodata
model
inputs
included
Normalized
Difference
Vegetation
Index
(NDVI)
from
Sentinel-2,
building
height,
impervious
surface
fraction,
height.
NDVI
indicate
phenology
health,
plant
transpiration
contributes
majority
terrestrial
ET.
Hourly
reference
(RET)
calculated
input
capture
dynamics
meteorological
conditions.
Predictions
were
carried
out
using
Random
Forest
(RF)
regression.
Weighted
averages
extracted
hourly
footprints
compared
measured
two
towers.
Validation
showed
that
is
mapping
ET,
mean
R2
0.76
0.56
RMSE
0.0289
mm
0.0171
at
more
vegetated
site
city-center
site,
respectively.
Lastly,
variation
Local
Climate
Zones
(LCZs)
analyzed
support
planning.
This
study
demonstrated
capacity
map
unprecedented
methodology,
which
sustainable
management
infrastructure
resources
urbanizing
facing
climate
change.
Sustainability,
Год журнала:
2023,
Номер
15(9), С. 7544 - 7544
Опубликована: Май 4, 2023
With
growing
urbanization
and
increasing
climate
change-related
concerns,
green
infrastructures
(GIs)
are
recognized
as
promising
solutions
for
mitigating
various
challenges
promoting
sustainable
development.
Despite
the
important
role
of
GIs,
a
comprehensive
synthesis
quantification
their
full
range
benefits
is
lacking
in
current
literature.
To
address
this
gap,
systematic
literature
review
was
conducted
on
quantifiable
environmental,
economic,
social
GIs.
This
paper
followed
Preferred
Reporting
Items
Systematic
Review
(PRISMA)
methodology,
where
75
relevant
articles
were
reviewed
to
present
models
methods
that
could
be
used
quantify
assess
impacts
different
GI
types.
The
study
further
investigated
existing
knowledge
trends
patterns,
identified
research
gaps,
suggested
future
directions.
results
revealed
while
studies
offer
great
insights
into
more
holistic
approach
necessary
balance
findings
also
offered
understanding
wide
considerations
both
natural
engineered
Ultimately,
performed
serves
guide
researchers
practitioners
estimating
evaluating
plans
programs
well
making
informed
decisions
about
projects.
Sustainable Cities and Society,
Год журнала:
2024,
Номер
113, С. 105680 - 105680
Опубликована: Июль 18, 2024
Conditions
for
trees
are
challenging
in
urban
areas
with
a
high
degree
of
soil
sealing
combined
changing
climatic
conditions.
Stress
is
primary
mortality
factor,
especially
young
that
do
not
yet
provide
ecosystem
services
such
as
sufficient
cooling.
Therefore,
sustainable
tree
planting
an
environment
must
create
conditions
so
can
grow
into
large
and
be
preserved
long
time.
We
developed
daily
water
balance
model
temperate
climate,
focusing
on
realistic
planning
scenarios
five
locations
Germany
current
future
climate
The
aim
was
to
understand
annual
seasonal
variation
content
(SWC)
the
drought
stress
intensity.
modeled
SWC
ages
10
60,
crucial
parameter
analyzing
site
conditions,
quantified
duration
correlation
extreme
heat.
results
show
age
strongly
impacts
duration.
Imperviousness
root
volume
have
higher
impact
intensity
than
change.
conclude
it
consider
space
when
preserve
vital
future.
Sustainable Cities and Society,
Год журнала:
2024,
Номер
113, С. 105671 - 105671
Опубликована: Июль 15, 2024
Numerous
cities
undertakes
substantial
tree
planting
initiatives
for
heatwave
mitigation,
driven
by
model
predictions
indicating
a
positive
mitigation
impact.
However,
emerging
studies
suggest
that
the
transpiration
behavior
of
trees
during
heatwaves
significantly
deviates
from
normal.
This
divergence,
overlooked
in
current
climate
models,
introduces
possibility
inaccuracies
predicting
cooling
heatwaves.
In
this
research,
1)
The
universality
changed
heat
wave
is
revealed:
study
over
700
various
species
indicates
at
least
65
%
sampled
overestimated
conventional
waves.
2)
scheme
within
revised
to
represent
new
pattern.
Comparison
shows
overestimates
peak
hour
efficiency
60
%.
Consequently,
effectiveness
large-scale
tree-planting
as
strategy
may
not
meet
expectations,
emphasizing
need
refinement
Greening
initiatives
are
urban
planning
strategies
that
rely
on
the
development
of
public
green
spaces
supporting
multiple
system
functions.
In
a
global
water
scarcity
context,
however,
space
irrigation
is
key
aspect.
Dynamic
optimisation
plans
one
viable
answer
for
consumption
mitigation,
which
not
widely
implemented
at
municipal
levels
in
EU.
Yet,
hydroinformatics-based
mature
and
market-ready
methods
technologies
can
support
its
implementation
should
allow
embedment
within
smart-city
concept.
Here,
simple
interoperable
approach
dynamic
has
been
parcels
French
Mediterranean
coastal
city.
The
relies
smart
sensors,
balance
model,
an
algorithm,
weather
forecast
data
integration,
all
encapsulated
standardised
open-source
FIWARE
ecosystem.
results
plan
led
to
35%
saving
during
dry
season
more
than
60%
dry–wet
transition
period.
used
standard
could
fit
broad
range
digital
platforms
without
any
technical
challenge.