The Science of The Total Environment,
Journal Year:
2022,
Volume and Issue:
860, P. 160380 - 160380
Published: Nov. 24, 2022
Mangrove
distribution
maps
are
used
for
a
variety
of
applications,
ranging
from
estimates
mangrove
extent,
deforestation
rates,
quantify
carbon
stocks,
to
modelling
response
climate
change.
There
multiple
datasets,
which
were
derived
different
remote
sensing
data
and
classification
methods,
so
there
some
discrepancies
among
these
especially
with
respect
the
locations
their
range
limits.
We
investigate
latitudinal
in
poleward
limits
represented
by
datasets
how
differences
translate
climatologically
considering
factors
known
control
distributions.
compare
four
widely
global
-
World
Atlas
Mangroves,
Mangroves
2,
Global
Distribution
Watch.
examine
21
limit
positions
analysing
set
bioclimatic
variables
that
have
been
commonly
related
mangroves.
show
important
position
Latitudinal
between
exceed
5°,
7°
10°
western
North
America,
Australia
northern
West
Africa,
respectively.
In
areas,
such
as
Japan,
correspond
exceeding
600
mm
annual
precipitation
>
10
°C
minimum
temperature
coldest
month.
conclude
dissimilarities
mapping
parts
world
can
jeopardise
inferences
climatic
thresholds.
expect
efforts
should
prioritise
greater
accuracy,
ideally
combining
field-based
surveys
very
high-resolution
data.
An
accurate
representation
will
contribute
better
predicting
dynamics
shifts
Science,
Journal Year:
2022,
Volume and Issue:
376(6594), P. 744 - 749
Published: May 12, 2022
Tidal
wetlands
are
expected
to
respond
dynamically
global
environmental
change,
but
the
extent
which
wetland
losses
have
been
offset
by
gains
remains
poorly
understood.
We
developed
a
analysis
of
satellite
data
simultaneously
monitor
change
in
three
highly
interconnected
intertidal
ecosystem
types-tidal
flats,
tidal
marshes,
and
mangroves-from
1999
2019.
Globally,
13,700
square
kilometers
lost,
these
substantially
9700
km2,
leading
net
-4000
km2
over
two
decades.
found
that
27%
were
associated
with
direct
human
activities
such
as
conversion
agriculture
restoration
lost
wetlands.
All
other
changes
attributed
indirect
drivers,
including
effects
coastal
processes
climate
change.
Science,
Journal Year:
2022,
Volume and Issue:
377(6605), P. 523 - 527
Published: July 28, 2022
Much
uncertainty
exists
about
the
vulnerability
of
valuable
tidal
marsh
ecosystems
to
relative
sea
level
rise.
Previous
assessments
resilience
rise,
which
marshes
can
adjust
by
sediment
accretion
and
elevation
gain,
revealed
contrasting
results,
depending
on
contemporary
or
Holocene
geological
data.
By
analyzing
globally
distributed
data,
we
found
that
increases
in
parity
with
seemingly
confirming
previously
claimed
resilience.
However,
subsidence
substrate
shows
a
nonlinear
increase
accretion.
As
result,
gain
is
constrained
relation
deficits
emerge
are
consistent
observations
vulnerability.
Nature Communications,
Journal Year:
2022,
Volume and Issue:
13(1)
Published: Oct. 26, 2022
Abstract
Mangrove
forests
store
high
amounts
of
carbon,
protect
communities
from
storms,
and
support
fisheries.
Mangroves
exist
in
complex
social-ecological
systems,
hence
identifying
socioeconomic
conditions
associated
with
decreasing
losses
increasing
gains
remains
challenging
albeit
important.
The
impact
national
governance
conservation
policies
on
mangrove
at
the
landscape-scale
has
not
been
assessed
to
date,
nor
have
interactions
local
economic
pressures
biophysical
drivers.
Here,
we
assess
relationship
between
variables
change
across
coastal
geomorphic
units
worldwide
1996
2016.
Globally,
find
that
drivers
loss
can
also
be
gain,
changed
over
20
years.
association
growth
appears
reversed,
shifting
negatively
impacting
mangroves
first
decade
enabling
expansion
second
decade.
Importantly,
community
forestry
is
promoting
expansion,
whereas
conversion
agriculture
aquaculture,
often
occurring
protected
areas,
results
loss.
Sustainable
development,
forestry,
co-management
areas
are
promising
strategies
reverse
losses,
capacity
human-livelihoods
combat
climate
change.
Earth system science data,
Journal Year:
2023,
Volume and Issue:
15(1), P. 265 - 293
Published: Jan. 17, 2023
Abstract.
Wetlands,
often
called
the
“kidneys
of
earth”,
play
an
important
role
in
maintaining
ecological
balance,
conserving
water
resources,
replenishing
groundwater
and
controlling
soil
erosion.
Wetland
mapping
is
very
challenging
because
its
complicated
temporal
dynamics
large
spatial
spectral
heterogeneity.
An
accurate
global
30
m
wetland
dataset
that
can
simultaneously
cover
inland
coastal
zones
lacking.
This
study
proposes
a
novel
method
for
by
combining
automatic
sample
extraction
method,
existing
multi-sourced
products,
satellite
time-series
images
stratified
classification
strategy.
approach
allowed
generation
first
map
with
fine
system
(GWL_FCS30),
including
five
sub-categories
(permanent
water,
swamp,
marsh,
flooded
flat
saline)
three
tidal
(mangrove,
salt
marsh
flats),
which
was
developed
using
Google
Earth
Engine
platform.
We
combined
expert
knowledge,
training
refinement
rules
visual
interpretation
to
generate
geographically
distributed
samples.
Second,
we
integrated
Landsat
reflectance
products
Sentinel-1
synthetic
aperture
radar
(SAR)
imagery
various
water-level
phenological
information
capture
heterogeneity
wetlands.
Third,
applied
strategy
local
adaptive
random
forest
models
produce
at
each
5∘×5∘geographical
tile
2020.
Lastly,
GWL_FCS30,
mosaicked
961
5∘×5∘
regional
maps,
validated
25
708
validation
samples,
achieved
overall
accuracy
86.44
%
kappa
coefficient
0.822.
The
cross-comparisons
other
demonstrated
GWL_FCS30
performed
better
capturing
patterns
wetlands
had
significant
advantages
over
diversity
sub-categories.
statistical
analysis
showed
area
reached
6.38
million
km2,
6.03
km2
0.35
wetlands,
approximately
72.96
were
poleward
40∘
N.
Therefore,
conclude
proposed
suitable
large-area
product
has
potential
provide
vital
support
management.
2020
freely
available
https://doi.org/10.5281/zenodo.7340516
(Liu
et
al.,
2022).
Nature Climate Change,
Journal Year:
2024,
Volume and Issue:
14(3), P. 275 - 281
Published: Feb. 8, 2024
Maximizing
carbon
sequestration
in
mangroves
is
part
of
the
global
effort
to
combat
climate
crisis.
However,
methane
(CH4)
emissions
can
partially
offset
mangroves.
Previous
estimates
have
suggested
that
CH4
organic
burial
by
20%
with
substantial
freshwater
inputs
and/or
highly
impacted
Here
we
resolve
magnitude
and
drivers
mangrove
using
multiple
isotopic
tracers
across
a
latitudinal
gradient.
emission
offsets
were
smaller
high-salinity
(~7%)
than
freshwater-influenced
(~27%)
Carbon
was
disproportionally
high
compared
understudied
tropical
areas.
Low
explained
minor
minimizing
production
saline,
high-sulfate
conditions
intense
oxidation
porewaters
surface
waters.
waters
reduced
potential
aquatic
10–33%.
Overall,
through
preservation
restoration
less
affected
previously
thought.
has
been
proposed
as
mitigation
strategy
for
change,
yet
benefits
may
be
emissions.
This
study
shows
are
small
saline
mangroves,
leading
greater
net
sequestration.
Scientific Data,
Journal Year:
2024,
Volume and Issue:
11(1)
Published: March 23, 2024
Abstract
Wetlands
play
a
key
role
in
maintaining
ecological
balance
and
climate
regulation.
However,
due
to
the
complex
variable
spectral
characteristics
of
wetlands,
there
are
no
publicly
available
global
30-meter
time-series
wetland
dynamic
datasets
at
present.
In
this
study,
we
present
novel
30
m
annual
maps
(GWL_FCS30D)
using
Landsat
imagery
on
Google
Earth
Engine
platform,
covering
period
2000–2022
containing
eight
subcategories.
Specifically,
make
full
use
our
prior
globally
distributed
training
sample
pool,
adopt
local
adaptive
classification
spatiotemporal
consistency
checking
algorithm
generate
maps.
The
GWL_FCS30D
were
found
achieve
an
overall
accuracy
Kappa
coefficient
86.95
±
0.44%
0.822,
respectively,
2020,
show
great
temporal
variability
United
States
European
Union.
We
expect
dataset
would
provide
vital
support
for
ecosystems
protection
sustainable
development.