Computers, materials & continua/Computers, materials & continua (Print),
Journal Year:
2022,
Volume and Issue:
73(3), P. 5589 - 5607
Published: Jan. 1, 2022
The
motive
of
this
work
is
to
present
a
computational
design
using
the
stochastic
scaled
conjugate
gradient
(SCG)
neural
networks
(NNs)
called
as
SCGNNs
for
socio-ecological
dynamics
(SED)
with
reef
ecosystems
and
conservation
estimation.
mathematical
descriptions
SED
model
are
provided
that
dependent
upon
five
categories,
macroalgae
M(v),
breathing
coral
C(v),
algal
turf
T(v),
density
parrotfish
P(v)
opinion
human
X(v).
process
applied
formulate
based
on
sample
statistics,
testing,
accreditation
training.
Three
different
variations
have
been
authenticate
performance
through
statics
training,
accreditation,
testing
77%,
12%
11%,
respectively.
obtained
numerical
performances
compared
Runge-Kutta
approach
solve
model.
reduction
mean
square
error
(MSE)
used
investigate
measures
solving
precision
validated
comparison
results
absolute
performances.
reliability
performed
by
correlation
values,
state
transitions
(STs),
histograms
(EHs),
MSE
regression
analysis.
medRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2020,
Volume and Issue:
unknown
Published: May 24, 2020
Abstract
In
May
2020,
many
jurisdictions
around
the
world
began
lifting
physical
distancing
restrictions
against
spread
of
severe
acute
respiratory
syndrome
coronavirus
2
(SARS-CoV-2),
giving
rise
to
concerns
about
a
possible
second
wave
disease
2019
(COVID-19).
These
were
imposed
as
collective
population
response
presence
COVID-19
in
communities.
However,
is
also
their
socio-economic
impacts,
and
expected
increase
cases,
turn.
This
suggests
that
pandemic
exemplifies
coupled
behaviour-disease
system.
Here
we
develop
minimal
mathematical
model
interaction
between
social
support
for
school
workplace
closure
transmission
dynamics
SARS-CoV-2.
We
find
occurs
across
broad
range
plausible
input
parameters,
on
account
instabilities
generated
by
interactions.
conclude
waves
COVID-19–should
they
materialize–can
be
interpreted
outcomes
nonlinear
interactions
behaviour.
The ISME Journal,
Journal Year:
2020,
Volume and Issue:
15(4), P. 1222 - 1235
Published: Dec. 20, 2020
Coral
reef
health
depends
on
an
intricate
relationship
among
the
coral
animal,
photosynthetic
algae,
and
a
complex
microbial
community.
The
holobiont
can
impact
nutrient
balance
of
their
hosts
amid
otherwise
oligotrophic
environment,
including
by
cycling
physiologically
important
nitrogen
compounds.
Here
we
use
15N-tracer
experiments
to
produce
first
simultaneous
measurements
ammonium
oxidation,
nitrate
reduction,
nitrous
oxide
(N2O)
production
five
iconic
species
reef-building
corals
(Acropora
palmata,
Diploria
labyrinthiformis,
Orbicella
faveolata,
Porites
astreoides,
porites)
in
highly
protected
Jardines
de
la
Reina
reefs
Cuba.
Nitrate
reduction
is
present
most
species,
but
oxidation
low
potentially
due
photoinhibition
assimilatory
competition.
Coral-associated
rates
N2O
indicate
widespread
potential
for
denitrification,
especially
D.
at
~1
nmol
cm-2
d-1.
In
contrast,
A.
palmata
displays
minimal
active
metabolism.
Enhanced
are
observed
coincident
with
dark
net
respiration
periods.
Genomes
bacterial
cultures
isolated
from
multiple
confirm
that
microorganisms
ability
respire
anaerobically
either
dinitrogen
gas
or
exist
within
holobiont.
This
confirmation
anaerobic
metabolisms
coral-associated
sheds
new
light
productivity.
Ecological Modelling,
Journal Year:
2022,
Volume and Issue:
465, P. 109861 - 109861
Published: Jan. 12, 2022
Biodiversity
loss
is
a
result
of
interacting
ecological
and
economic
factors,
it
must
be
addressed
through
an
analysis
biodiversity
conservation
policies.
Ecological-economic
modelling
helpful
approach
to
this
analysis,
but
also
challenging
since
modellers
often
have
specific
disciplinary
background
tend
misrepresent
either
the
or
aspects.
Here,
we
introduce
some
most
important
concepts
from
both
disciplines,
two
cultures
differ
between
present
integrated,
consistent
guide
all
steps
generic
ecological-economic
modelling,
such
as
formulation
research
question,
development
conceptual
model,
model
parametrisation
interpretation
results.
Although
focus
on
models
aimed
at
general
understanding
causes
remedies
for
loss,
guidance
provided
here
may
help
in
more
problems.
This
intersection
three
disciplines:
ecology,
economics
mathematical
addresses
readers
who
knowledge
least
one
these
disciplines
want
learn
about
others
build
analyse
models.
Compared
textbooks,
focuses
practice
rather
than
lengthy
explanations
theoretical
concepts.
We
attempt
demonstrate
that
does
not
require
magical
powers
instead
manageable
exercise.
Biological Conservation,
Journal Year:
2022,
Volume and Issue:
269, P. 109546 - 109546
Published: April 21, 2022
Marine
protected
areas
(MPAs)
have
been
established
across
the
globe
to
mitigate
effects
of
multiple
stressors
on
marine
communities.
In
many
locations,
MPAs
generated
positive
fish
communities,
but
impacts
fishing
pressure—the
primary
stressor
seek
manage—have
not
well
investigated.
We
examined
changes
in
biomass
inside
and
outside
no-take
over
14
years
central
California,
USA.
Using
data
from
community-based
science
program,
California
Collaborative
Fisheries
Research
Program,
we
tested
which
environmental
human-induced
most
influence
strength
MPA
responses.
While
temperature
productivity
were
included
best
fit
model,
found
that
fine-scale
effort
data,
following
reserve
implementation,
explained
spatial
variation
community
responses
MPAs.
Specifically,
differences
between
sites
open
larger
for
reserves
near
heavily
fished
locations
these
exhibited
highest
rate
change
biomass,
indicating
strong
exploited
As
continue
be
used
as
a
prominent
conservation
strategy
coastal
systems,
managers
should
consider
both
suite
(socio-ecological
interactions)
conditions
may
alter
success
establish
long-term
monitoring
programs
fully
assess
functionality
into
future.
Scientific Reports,
Journal Year:
2021,
Volume and Issue:
11(1)
Published: May 7, 2021
Understanding
the
function
of
social
networks
can
make
a
critical
contribution
to
achieving
desirable
environmental
outcomes.
Social-ecological
systems
are
complex,
adaptive
in
which
decision
makers
adapt
changing
and
ecological
context.
However,
it
remains
unclear
how
multiple
influences
interact
with
feedbacks
generate
Based
on
national-scale
survey
data
social-ecological
agent-based
model
context
voluntary
private
land
conservation,
our
results
suggest
that
operate
synergistically
or
antagonistically,
thereby
enabling
behaviors
spread
by
two
more
mechanisms
amplify
each
other's
effects.
Furthermore,
information
through
may
indirectly
affect
respond
isolated
individuals
change.
The
interplay
can,
therefore,
explain
success
failure
conservation
outcomes
emerging
from
collective
behavior.
To
understand
capacity
influence
outcomes,
must
not
be
seen
as
'closed
systems';
rather,
interventions
depend
between
environment
different
components
system.
Ecological Modelling,
Journal Year:
2023,
Volume and Issue:
484, P. 110443 - 110443
Published: July 18, 2023
Crown-of-thorns
starfish
(CoTS)
outbreaks
rank
among
the
greatest
threats
to
coral
throughout
Indo-Pacific.
In
future,
reefs
already
stressed
by
CoTS
will
be
further
burdened
overfishing
and
nutrient
loading.
How
much
these
two
factors
exacerbate
outbreak
severity
is
still
uncertain.
Furthermore,
management
literature
has
focused
on
Great
Barrier
Reef,
whereas
damage
rising
across
Here,
we
use
a
metacommunity
model
simulate
in
areas
with
high
growing
levels
of
fishing
pressure
offshore
input.
We
adjacent
cities
within
range
that
have
less
prior
coverage:
Cebu
City,
Philippines,
Jeddah,
Saudi
Arabia.
observe
combination
population
increases
urbanization
previously
rural
can
drive
complex
patterns
multi-stressor
interaction.
find
removal
intermediate
spatial
scales
significantly
improves
regional-scale
health,
provide
guidelines
under
which
each
four
strategies
optimal
for
conservation.
decline
due
sharper
CoTS,
nutrification
induce
shift
from
discrete
waves
continuous
presence.
Our
work
shows
importance
long-term
planning
reef
management,
highlights
how
stressors
interact
potentially
unforeseen
ways.
Restoration Ecology,
Journal Year:
2024,
Volume and Issue:
unknown
Published: Sept. 12, 2024
Community
engagement
has
been
identified
as
a
key
component
for
successful
conservation
efforts.
According
to
community
members,
stakeholders,
and
coral
reef
restoration
practitioners
in
the
Seaflower
Marine
Protected
Area
(MPA),
most
effective
way
engage
communities
is
by
building
local
capacity.
We
used
mixed‐methods
approach
including
interviews,
strengths,
weaknesses,
opportunities,
threats
analysis,
surveys
assess
strategies
employed
MPA
involve
motivations
possible
barriers
that
hinder
engagement.
The
residing
demonstrated
awareness
of
importance
reefs
their
role
livelihoods.
They
main
challenges
social
dysfunctionality,
administrative
barriers,
environmental
threats,
along
with
lack
opportunities
participate
restoration.
Our
findings
trust,
promoting
equity,
transparency,
accountability,
fostering
collaboration,
improving
communication
essential
overcoming
these
challenges.
Empowering
through
capacity‐building
initiatives
such
educational
programs,
economic
incentives,
equity
inclusion
measures,
formal
certifications,
leadership
would
enhance
support
MPA.
In
addition
capacity,
our
research
need
strategic
planning,
budgeting,
policies
enhancing
efforts