SIAM Undergraduate Research Online,
Journal Year:
2022,
Volume and Issue:
15
Published: Jan. 1, 2022
Theoretical
studies
of
PDE/ODE
models
describing
ecosystem
dynamics
usually
ignore
seasonality
in
environmental
conditions.In
this
paper
I
study
a
model
two
generic
consumer
species
that
compete
for
single
limiting
resource.I
first
consider
constant
resource
input
and
then
compare
it
to
the
case
when
is
dependent
on
time
with
seasonal
(periodic)
pattern.The
analysed
analytically,
by
looking
at
linear
stability
every
equilibrium.The
through
numerical
simulations.Results
analysis
show
has
significant
effect
outcome
system,
as
time,
there
could
be
stable
coexistence,
which
not
possible
under
input.Moreover,
metastable
coexistence
states
exist
both
regimes
if
average
fitness
difference
between
small.Finally,
times
until
extinction
become
longer
constant.
Introduction.In
setting
where
same
resource,
one
species,
even
slightest
advantage,
will
dominate
over
other,
cause
its
competitor.This
competitive
exclusion
principle
[9].The
dominates
kind
system
determined
Tilman's
R
*
rule
[16,24],
outcompete
other
can
survive
less
amount
available.A
substantial
research
using
mathematical
been
done
competition
resource.The
term
"limiting
resource"
refers
limits
growth
therefore,
insufficient
quantity,
dying
out
[6,7,16,25].According
principle,
cannot
occur
these
circumstances
[9,17].However,
nature
commonly
observed.The
therefore
suggests
presence
coexistence-enabling
mechanisms
[16].Even
no
mechanism
stabilising
present,
metastability
[8].A
state
an
inherently
unstable
nevertheless
occurs
long
transient.In
context
dynamics,
have
similar
fitness.In
cases
applies,
near
balance
causes
process
take
time.Therefore,
transient
such
cases.Mathematically,
characterised
small
magnitude
eigenvalues
(or
more)
model's
equilibria
[20].This
describes
slow
convergence
or
divergence
from
equilibrium,
meaning
may
system.Another
enables
Emerging Topics in Life Sciences,
Journal Year:
2022,
Volume and Issue:
6(3), P. 245 - 258
Published: June 9, 2022
Self-organized
spatial
patterns
are
ubiquitous
in
ecological
systems
and
allow
populations
to
adopt
non-trivial
distributions
starting
from
disordered
configurations.
These
form
due
diverse
nonlinear
interactions
among
organisms
between
their
environment,
lead
the
emergence
of
new
(eco)system-level
properties
unique
self-organized
systems.
Such
pattern
consequences
include
higher
resilience
resistance
environmental
changes,
abrupt
ecosystem
collapse,
hysteresis
loops,
reversal
competitive
exclusion.
Here,
we
review
exhibiting
patterns.
We
establish
two
broad
categories
depending
on
whether
self-organizing
process
is
primarily
driven
by
density-dependent
demographic
rates
or
movement.
Using
this
organization,
examine
a
wide
range
observational
scales,
microbial
colonies
whole
ecosystems,
discuss
mechanisms
hypothesized
underlie
observed
system-level
consequences.
For
each
example,
both
empirical
evidence
existing
theoretical
frameworks
developed
identify
causes
patterning.
Finally,
trace
qualitative
similarities
across
propose
possible
ways
developing
more
quantitative
understanding
how
self-organization
operates
scales
ecology.
Journal of Forecasting,
Journal Year:
2025,
Volume and Issue:
unknown
Published: Feb. 27, 2025
ABSTRACT
To
make
credible
ecological
predictions
for
terrestrial
ecosystems
in
a
changing
environment
and
increase
our
understanding
of
processes,
we
need
plant
models
that
can
be
fitted
to
spatial
temporal
data.
Such
based
on
sufficient
processes
account
the
different
sources
uncertainty.
Here,
I
argue
(1)
use
structural
equation
hierarchical
framework
with
latent
variables
(2)
specify
whether
current
knowledge
relationships
among
state
may
categorized
primarily
as
logical
(empirical)
or
causal.
will
help
us
continuous
progress
ability
predict
dynamics
provide
local
known
degree
uncertainty
are
useful
generating
adaptive
management
plans.
The
recommend
analogous
general
epistemological
how
is
obtained.
Journal of Nonlinear Science,
Journal Year:
2023,
Volume and Issue:
33(6)
Published: Sept. 21, 2023
Abstract
We
construct
far-from-onset
radially
symmetric
spot
and
gap
solutions
in
a
two-component
dryland
ecosystem
model
of
vegetation
pattern
formation
on
flat
terrain,
using
spatial
dynamics
geometric
singular
perturbation
theory.
draw
connections
between
the
geometry
with
that
traveling
stationary
front
same
model.
In
particular,
we
demonstrate
instability
spots
large
radius
by
deriving
an
asymptotic
relationship
critical
eigenvalue
associated
coefficient
which
encodes
sideband
nearby
front.
Furthermore,
are
unstable
to
range
perturbations
intermediate
wavelength
angular
direction,
provided
is
not
too
small.
Our
results
accompanied
numerical
simulations
spectral
computations.
Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences,
Journal Year:
2022,
Volume and Issue:
478(2262)
Published: June 1, 2022
Understanding
whether
a
population
will
survive
or
become
extinct
is
central
question
in
biology.
One
way
of
exploring
this
to
study
dynamics
using
reaction-diffusion
equations,
where
migration
usually
represented
as
linear
diffusion
term,
and
birth-death
with
nonlinear
source
term.
While
most
commonly
employed
migration,
there
are
several
limitations
approach,
such
the
inability
diffusion-based
models
predict
well-defined
front.
overcome
generalize
constant
diffusivity,
SIAM Journal on Applied Mathematics,
Journal Year:
2023,
Volume and Issue:
83(2), P. 576 - 602
Published: April 27, 2023
.We
propose
an
extension
of
the
well-known
Klausmeier
model
vegetation
to
two
plant
species
that
consume
water
at
different
rates.
Rather
than
competing
directly,
plants
compete
through
their
intake
water,
which
is
a
shared
resource
between
them.
In
semiarid
regions,
produces
spot
patterns.
We
are
interested
in
how
competition
for
affects
coexistence
and
stability
patches
species.
consider
types—a
"thirsty"
"frugal"
species—that
only
differ
by
amount
they
per
unit
growth,
while
being
identical
other
aspects.
find
there
finite
range
precipitation
rate
can
coexist.
Outside
(when
either
sufficiently
low
or
high),
frugal
out-competes
thirsty
As
decreased,
sequence
thresholds
such
first
die
off,
spots
remain
resilient
longer.
The
pattern
consisting
most
resilient.
next
consists
all-thirsty
patches,
with
mixed
less
homogeneous
also
examine
numerically
what
happens
very
large
high
rate,
takes
over
entire
range,
out-competing
plant.Keywordsspecies
coexistencestability
analysisKlausmeier
modelresource-mediated
competitionreaction-diffusion
systemspattern
formationMSC
codes35B3535B3635B4035Q92
Discrete and Continuous Dynamical Systems - B,
Journal Year:
2024,
Volume and Issue:
29(9), P. 3802 - 3823
Published: Jan. 1, 2024
In
this
paper,
we
study
the
dynamics
and
pattern
formation
of
a
reaction-diffusion
system
with
Ivlev-type
functional
response
homogeneous
Neumann
boundary
conditions.
We
first
consider
global
existence
boundedness
nonnegative
solutions
then
discuss
stability
steady
states.
By
using
energy
estimates
Leray-Schauder
degree
theory,
prove
nonexistence
nonconstant
positive
states
respectively.
Finally,
show
some
interesting
spatiotemporal
dynamical
behaviors
in
numerical
simulations.
Our
result
is
consistent
'activation-inhibition'
mechanism,
where
prey
treated
as
an
activator
predator
inhibitor.
When
diffusion
rate
much
lower
than
that
predator,
patterns
may
be
generated.