2018 5th IEEE Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON),
Год журнала:
2023,
Номер
unknown, С. 1416 - 1422
Опубликована: Дек. 1, 2023
The
way
people,
communities,
governments,
and
business
entities
perceive
react
to
ecological
climate
change
is
changing
because
of
data
visualisation,
predictive
analytics
automated
decision
making.
These
techniques
are
enabled
by
disruptive
technologies
such
as
Artificial
Intelligence
(AI),
Robotics
Internet
Things.
As
far
research
development
in
marine
ecology
concerned,
various
kinds
AI
being
used
analyse
the
impact
on
life
this
ecosystem
globally
endangered.
Thus,
ocean
sustainability
has
become
need
hour
we
sustain
seas
protect
their
they
provide
us
with
resources
including
food,
ways
trade
transportation,
energy,
employment,
leisure,
well-being.
This
physio
chemical
parameters
independent
variables
benthic
cover
dependent
Flic
en
Flac
region
Republic
Mauritius.
It
analysed,
visualised,
predicted
mean
percentage
hard
corals,
fish
assemblages
algae
under
influence
sea
surface
temperature,
pH,
salinity,
oxygen
demand.
a
first
finding
revealed
correlation
between
response
considered.
deep
learning
algorithm
for
prediction
Recurrent
Neural
Network
(RNN).
Clustering
algorithms
K-Means,
Group
KMeans
Self-Organising
Map
(SOM)
were
cluster
data.
Based
clustering
performance
indices,
SOM
was
identified
better
pre-clustered
from
RNN
algorithm.
evaluation
metrics
determined.
visual
analysis
findings
indicate
necessity
recognize
safeguard
consideration.
Communications Biology,
Год журнала:
2022,
Номер
5(1)
Опубликована: Июнь 9, 2022
Diseases
are
major
drivers
of
the
deterioration
coral
reefs
and
linked
to
declines
in
abundance,
reef
functionality,
reef-related
ecosystems
services.
An
outbreak
a
new
disease
is
currently
rampaging
through
populations
remaining
reef-building
corals
across
Caribbean
region.
The
was
first
reported
Florida
2014
reached
northern
Mesoamerican
Reef
by
summer
2018,
where
it
spread
~450-km
system
only
few
months.
Rapid
generalized
all
sites
mortality
rates
ranged
from
94%
<10%
among
21
afflicted
species.
Most
species
family
Meandrinadae
(maze
corals)
subfamily
Faviinae
(brain
sustained
losses
>50%.
This
single
event
further
modified
communities
region
increasing
relative
dominance
weedy
reducing
both
terms
functional
diversity
calcium
carbonate
production.
emergent
likely
become
most
lethal
disturbance
ever
recorded
Caribbean,
will
result
onset
regime
key
complex
branching
acroporids,
an
apparently
unaffected
genus
that
underwent
severe
population
decades
ago
retained
low
levels,
once
again
conspicuous
structural
features
systems
with
yet
even
lower
levels
physical
functionality.
PLoS ONE,
Год журнала:
2025,
Номер
20(5), С. e0322636 - e0322636
Опубликована: Май 2, 2025
The
increased
frequency
and
intensity
of
marine
heatwaves
(MHWs)
induced
by
continued
global
warming
are
the
greatest
threat
to
tropical
coral
reefs,
causing
mass
bleaching
events
widespread
mortality
reef
building
corals.
In
2023,
isolated
well-protected
reefs
around
Little
Cayman
experienced
a
MHW
>
17
Degree
Heating
Weeks
(DHW),
far
exceeding
any
DHW
measure
previously
captured.
During
peak
heatwave,
~
80%
all
corals
were
either
bleached
or
showing
signs
mortality.
On
final
survey
date
~54%
surveyed
recorded
as
dead.
However,
we
identified
significant
differences
in
susceptibility
across
taxonomic
groups,
related
different
life
history
strategies.
Notably,
weedy
taxa
such
Agaricia
spp.,
Porites
astreoides,
porites,
high
suffered
extensive
Meanwhile,
stress-tolerant
Orbicella
spp
.,
bleaching,
but
low
Given
have
not
been
exposed
previous
thermal
stress
events,
highly
sensitive
disproportionately
contributed
abundance.
Thus,
occurrence
magnitude
–
long
duration
heatwave
resulted
catastrophic
Cayman,
despite
~57%
coastal
environment
being
classified
no-take
Marine
Protected
Areas.
These
findings
underscore
that
stressor
climate
change,
which
drives
MHWs,
cannot
be
mitigated
local
protection
isolation,
thus
highlighting
need
directly
tackle
cause
decline
(i.e.,
change).
Global Ecology and Biogeography,
Год журнала:
2022,
Номер
31(6), С. 1228 - 1236
Опубликована: Апрель 11, 2022
Abstract
Aim
Rising
ocean
temperatures
are
widely
recognized
as
the
dominant
driver
behind
rapid
degradation
of
coral
reefs
via
process
bleaching
(the
expulsion
photosynthetic
endosymbionts,
which
reveals
skeleton).
However,
hard
corals
is
often
assumed
to
be
further
aggravated
by
effect
local‐scale
stressors
from
anthropogenic
activity,
accelerating
reef
decline
where
these
stronger.
Despite
importance
this
hypothesis,
interaction
between
climate
change
and
local
for
driving
has
only
been
investigated
in
a
handful
studies,
with
no
large
scale
(regional
or
global)
test
conducted
thus
far.
We
investigate
impact
human
population
density
(HPD)
–
proxy
both
protected
non‐protected
marine
regions,
their
under
heat
stress
drivers
bleaching.
Location
Global.
Time
period
2002–2018.
Major
taxa
studied
Scleractinia
corals.
Methods
Using
9,170
surveys
worldwide,
we
performed
Bayesian
modelling
assess
probability
response
global
warming.
Results
Local
HPD
does
not
exacerbate
bleaching,
either
independently
thermal
change.
Rather,
relationship
temperature
appears
weakly
antagonistic
contradicting
expectation
that
increases
sensitivity
stress.
Main
conclusions
interact
warming
degrading
reefs.
regional
variation
patterns
exists.
Consequently,
will
continue
occur
on
most
globally
regardless
HPD.
Thus,
it
likely
even
isolated,
well‐protected,
because
warming‐induced
Therefore,
tackling
source
remains
effective
way
mitigate
Remote Sensing in Ecology and Conservation,
Год журнала:
2025,
Номер
unknown
Опубликована: Март 1, 2025
Abstract
The
United
Nations'
sustainable
development
goal
to
designate
30%
of
the
oceans
as
marine
protected
areas
by
2030
requires
practical
management
tools,
and
in
turn
ecologically
meaningful
mapping
seafloor.
Particularly
challenging
is
mesophotic
zone,
a
critical
component
system,
biodiversity
hotspot,
potential
refuge.
Here,
we
introduce
novel
seafloor
habitat
workflow,
integrating
cm‐scale
synthetic
aperture
sonar
(SAS)
multibeam
bathymetry
surveying
with
efficient
ecotope
characterization.
In
merely
6
h,
mapped
~5
km
2
complex
reef
at
sub‐metric
resolution.
Applying
deep
learning
classifier
on
SAS
imagery,
classified
four
habitats
an
accuracy
84%
defined
relevant
fine‐scale
ecotones.
Visual
census
precise
situ
sampling
guided
images
for
navigation
were
utilized
ecological
characterization
units.
Our
preliminary
fish
surveys
indicate
importance
highly
rock/sand
These
less
abundant
would
be
largely
underrepresented
if
area
without
prior
consideration.
Thus,
our
approach
demonstrated
generate
scalable
maps
resolutions
pertinent
biotas,
previously
inaccessible
mesophotic,
advancing
modeling
large
seascapes.
PLoS ONE,
Год журнала:
2022,
Номер
17(9), С. e0273897 - e0273897
Опубликована: Сен. 2, 2022
Global
change
driven
by
anthropogenic
carbon
emissions
is
altering
ecosystems
at
unprecedented
rates,
especially
coral
reefs,
whose
symbiosis
with
algal
symbionts
particularly
vulnerable
to
increasing
ocean
temperatures
and
altered
carbonate
chemistry.
Here,
we
assess
the
physiological
responses
of
three
Caribbean
(animal
host
+
symbiont)
species
from
an
inshore
offshore
reef
environment
after
exposure
simulated
warming
(28,
31°C),
acidification
(300-3290
μatm),
combination
stressors
for
93
days.
We
used
multidimensional
analyses
how
a
variety
parameters
respond
warming.
Our
results
demonstrate
reductions
in
health
Siderastrea
siderea
Porites
astreoides
response
projected
acidification,
while
future
elicited
severe
declines
Pseudodiploria
strigosa.
Offshore
S.
fragments
exhibited
higher
plasticity
than
counterparts,
suggesting
that
this
population
was
more
susceptible
changing
conditions.
There
were
no
differences
P.
strigosa
between
natal
environments,
however,
temperature
evoked
stronger
both
species.
Interestingly,
each
unique
warming,
when
data
all
are
modelled
together,
convergent
stress
these
conditions
observed,
highlighting
overall
sensitivities
tropical
corals
stressors.
acute
stressor
will
have
dire
consequences
reefs
globally,
chronic
may
also
impact
physiology
greater
extent
some
previously
assumed.
Further,
our
study
identifies
as
potential
'winners'
on
due
their
resilience
under
global
stressors,
likely
be
'loser'
sensitivity
thermal
events.
Together,
species-specific
observe
manifest
assemblages
future.
Scientific Reports,
Год журнала:
2023,
Номер
13(1)
Опубликована: Авг. 28, 2023
Anthropogenic
climate
change
is
intensifying
natural
disturbance
regimes,
which
negatively
affects
some
species,
while
benefiting
others.
This
could
alter
the
trait
composition
of
ecological
communities
and
influence
resilience
to
disturbance.
We
investigated
how
frequency
intensification
regional
storm
regime
(and
likely
other
disturbances)
altering
coral
species
in
turn
resistance
recovery.
developed
databases
cover
(3144
reef
locations
from
1970
2017)
path
strength
cyclonic
storms
region
(including
10,058
unique
storm-reef
intersections).
found
that
total
living
declined
steadily
through
2017
(the
median
annual
loss
rate
was
~
0.25%
per
year).
Our
results
also
indicate
despite
observed
increase
intensity
Atlantic
storms,
their
effect
on
has
decreased
markedly.
be
due
part
selection
for
disturbance-resistant
taxa
response
regime.
accelerated
threatened
acroporid
corals
but
had
no
measurable
more
resilient
"weedy"
corals,
thereby
increasing
relative
cover.
Although
increased,
recovery
rates
have
slowed
dominance
small,
slow-growing
species.
feedback
loop
locking
into
a
low-functioning
state
dominated
by
weedy
with
limited
or
societal
value.
People and Nature,
Год журнала:
2023,
Номер
5(2), С. 489 - 495
Опубликована: Март 2, 2023
Abstract
How
institutions
create
and
manage
knowledge
has
been
explored
in
the
context
of
management
business
science.
However,
little
effort
made
to
understand
how,
why,
these
forget
what
works
or
does
not
work,
no
research
this
field
conducted
conservation
fisheries
This
paper
examines
concept
institutional
amnesia
by
focussing
a
lens
on
fish
spawning
aggregations
efforts
monitor
protect
them
Mesoamerican
Reef.
For
over
20
years,
underwater
visual
census
survey
data
collected
periodically
at
36
aggregation
sites,
grey
literature
is
available
since
1940's,
yet
managers
practitioners
report
that
abundance
tendencies
for
48%
grouper
snapper
species
across
sites
are
‘
Unknown
’,
despite
measurable
>99%
declines
some
cases.
text
reasons
why
site
uncertain
their
reporting.
The
central
argument
(resulting
from
factors
such
as
staff
turnover,
ineffective
learning,
poor
record
keeping
lack
storytelling)
contributing
suboptimal
ecological
outcomes
aggregations,
which
likely
continue
unless
measures
taken
ensure
continuity
knowledge.
Read
free
Plain
Language
Summary
article
Journal
blog.
Global Biogeochemical Cycles,
Год журнала:
2023,
Номер
37(9)
Опубликована: Авг. 30, 2023
Abstract
Coral
reefs
are
subject
to
degradation
by
multiple
environmental
stressors
which
predicted
intensify.
Stress
can
alter
ecosystem
composition,
with
shifts
from
hard
coral
macroalgae
dominated
often
accompanied
an
increase
in
soft
corals
and
sponges.
Such
changes
may
net
metabolism
biogeochemistry
shifting
the
balance
between
photosynthesis,
respiration,
calcification
dissolution.
We
deployed
high
temporal
resolution
pH
dissolved
oxygen
(DO)
sensors
at
four
Caribbean
reef
sites
varying
covers
of
corals,
sponges
macroalgae.
The
resultant
data
indicated
that
strength
“metabolic
pulse”,
specifically
co‐variation
daily
DO
oscillations,
was
driven
light
‐dependent
‐independent
metabolism.
were
positively
correlated
over
diel
cycle
sites,
suggesting
photosynthesis
respiration
major
controlling
processes,
further
agreement
a
simple
production:respiration
model.
Whereas,
site
macroalgal
cover,
decoupling
observed
during
daylight
hours.
This
indicates
unidentified
light‐driven
process
altered
expected
pH:DO
relationship.
hypothesize
this
could
be
mediated
higher
levels
macroalgae,
either
stimulated
bacterial‐mediated
carbonate
dissolution
via
production
release
allelopathic
compounds
or
retained
oxygen,
evolved
gaseous
form
seawater
(ebullition).
Our
work
demonstrates
monitoring
provides
insight
into
biogeochemical
functioning
key
for
understanding
long‐term