bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2023,
Volume and Issue:
unknown
Published: Dec. 19, 2023
Abstract
The
functional
response
describes
feeding
rates
of
consumers
as
a
function
resource
density.
While
models
for
on
single
species
are
well
studied
and
supported
by
large
body
empirical
research,
multiple
ubiquitous
in
nature.
However,
laboratory
experiments
designed
parameterizing
multi-species
responses
(MSFR)
extremely
rare,
mainly
due
to
logistical
challenges
the
non-trivial
nature
their
statistical
analysis.
Here,
we
describe
how
these
can
be
fitted
data
Bayesian
framework.
Specifically,
address
problem
prey
depletion
during
experiments,
which
accounted
through
dynamical
modeling.
In
comprehensive
simulation
study,
test
effects
experimental
design,
sample
size
noise
level
identifiability
four
distinct
MSFR
models.
Additionally,
demonstrate
method’s
versatility
applying
it
list
datasets.
We
identify
designs
trials
that
produce
most
accurate
parameter
estimates
two-
three-prey
scenarios.
Although
introduces
systematic
bias
estimates,
model
selection
performs
surprisingly
MSFRs,
almost
always
identifying
correct
even
small
This
flexible
framework
allows
simultaneous
analysis
from
both
single-
multi-prey
scenarios,
either
with
or
without
depletion.
will
help
elucidate
mechanisms
such
selectivity,
switching
implications
food
web
stability
biodiversity.
Our
approach
equips
researchers
appropriate
tools
improve
understanding
interactions
complex
ecosystems.
Methods in Ecology and Evolution,
Journal Year:
2024,
Volume and Issue:
15(9), P. 1704 - 1719
Published: June 23, 2024
Abstract
The
functional
response
describes
feeding
rates
of
consumers
as
a
function
resource
density.
While
models
for
on
single
species
are
well
studied
and
supported
by
large
body
empirical
research,
multiple
ubiquitous
in
nature.
However,
laboratory
experiments
designed
parameterizing
multi‐species
responses
(MSFR)
extremely
rare,
mainly
due
to
logistical
challenges
the
non‐trivial
nature
their
statistical
analysis.
Here,
we
describe
how
these
can
be
fitted
data
Bayesian
framework.
Specifically,
address
problem
prey
depletion
during
experiments,
which
accounted
through
dynamical
modelling.
In
comprehensive
simulation
study,
test
effects
experimental
design,
sample
size
noise
level
identifiability
four
distinct
MSFR
models.
Additionally,
demonstrate
method's
versatility
applying
it
list
datasets.
We
identify
designs
trials
that
produce
most
accurate
parameter
estimates
two‐
three‐prey
scenarios.
Although
introduces
systematic
bias
estimates,
model
selection
performs
surprisingly
MSFRs,
almost
always
identifying
correct
even
small
This
flexible
framework
allows
simultaneous
analysis
from
both
single‐
multi‐prey
scenarios,
either
with
or
without
depletion.
will
help
elucidate
mechanisms
such
selectivity,
switching
implications
food
web
stability
biodiversity.
Our
approach
equips
researchers
appropriate
tools
improve
understanding
interactions
complex
ecosystems.
Ecosphere,
Journal Year:
2025,
Volume and Issue:
16(4)
Published: April 1, 2025
Abstract
Type
3
(sigmoidal)
functional
responses
can
protect
rare
prey
from
predation,
but
such
are
not
often
described.
It
is
also
clear
that
factors
hypothesized
to
promote
type
responses,
as
predator–prey
size
ratios
and
higher
temperatures,
actually
associated
with
curves,
especially
given
experimental
design
concerns.
Here,
we
assess
support
for
2
or
a
compilation
of
response
experiments
evaluate
the
role
biology
in
generating
responses.
We
find
considerations
generate
models
more
than
biological
factors,
after
accounting
effects,
both
ratio
temperature
increase
models,
line
predictions.
However,
no
factor
explains
much
variation
(full
model
R
=
0.08).
show
standard
selection
cutoff
one
over
other
inconsistent
across
bootstrapped
samples,
indicating
may
emerge
stochastically
due
noise
foraging
trial
data.
Finally,
suggest
conservative
approach
needed
assessing
models.
Frontiers in Ecology and Evolution,
Journal Year:
2022,
Volume and Issue:
10
Published: Aug. 9, 2022
This
article
reviews
the
nature
of
functional
responses
that
have
commonly
been
used
to
represent
feeding
relationships
in
ecological
literature.
It
compares
these
with
range
response
forms
are
likely
characterize
species
natural
communities.
The
latter
set
involves
many
more
variables.
history
models,
and
examines
previous
work
has
allowed
a
predator
single
type
prey
depend
on
additional
variables
beyond
abundance
type.
While
number
complex
discussed
over
years,
affecting
rates
still
typically
omitted
from
models
food
webs.
influences
trophic
levels
above
or
below
particularly
be
ignored,
although
data
suggested
they
can
large
effects
response.
adaptive
behavior
time-scale
measurement
also
too
often
ignored.
Some
known
unknown
consequences
omissions
discussed.
Ecology,
Journal Year:
2022,
Volume and Issue:
103(8)
Published: April 25, 2022
Prey
handling
processes
are
considered
a
dominant
mechanism
leading
to
short-term
positive
indirect
effects
between
prey
that
share
predator.
However,
growing
body
of
research
indicates
predators
not
necessarily
limited
by
such
in
the
wild.
Density-dependent
changes
predator
foraging
behavior
can
also
generate
but
they
rarely
included
as
explicit
functions
densities
functional
response
models.
With
aim
untangling
proximate
mechanisms
species
interactions
natural
communities
and
improving
our
ability
quantify
interaction
strength,
we
extended
multi-prey
version
Holling
disk
equation
including
density-dependent
behavior.
Our
model,
based
on
traits
behavior,
was
inspired
vertebrate
community
arctic
tundra,
where
main
(the
fox)
is
an
active
forager
feeding
primarily
cyclic
small
rodent
(lemming)
eggs
various
tundra-nesting
bird
species.
Short-term
lemmings
birds
have
been
documented
over
circumpolar
Arctic
underlying
remain
poorly
understood.
We
used
unique
data
set,
containing
high-frequency
GPS
tracking,
accelerometer,
behavioral,
experimental
parameterize
15-year
time
series
nesting
success
evaluate
strength
found
(1)
play
minor
role
system
(2)
fox
daily
activity
budget
distance
traveled
partly
explain
predation
release
observed
during
lemming
peaks.
These
adjustments
with
respect
density
thus
appear
commonly
reported
among
tundra
prey.
components
little
studied
deserve
more
attention
improve
interactions.
Frontiers in Plant Science,
Journal Year:
2022,
Volume and Issue:
13
Published: July 1, 2022
Functional
responses
are
central
to
predator-prey
dynamics
and
describe
how
predation
varies
with
prey
abundance.
often
measured
without
regard
size
(i.e.,
body
mass)
or
the
temperature
dependence
of
feeding
rates.
However,
variation
in
within
populations
is
ubiquitous,
rates
both
temperature-dependent.
Here,
we
assessed
functional
larvae
adult
Harmonia
axyridis
on
1st,
2nd,
3rd
instars
Spodoptera
litura
across
a
range
temperatures
15,
20,
25,
30,
35°C).
The
type
parameters
were
determined
using
logistic
regression
fitted
Roger's
random
predator
equation.
magnitude
varied
stage,
but
increased
warming
age.
Predation
by
female
4th
instar
H.
1st
was
greater,
followed
2nd
S.
litura.
No
occurred
larger
for
axyridis.
produced
II
(hyperbolic)
response
curve
all
three
types
they
consumed.
Space
clearance
rates,
handling
time,
maximum
changed
size,
increasing
decreasing
suggesting
more
will
occur
younger
prey.
This
study
indicates
an
interactive
role
prey/predator
shaping
responses,
which
might
complicate
planning
effective
biocontrol
strategies
against
this
serious
pest.
Ecology Letters,
Journal Year:
2024,
Volume and Issue:
27(3)
Published: March 1, 2024
Abstract
Functional
responses
describe
foraging
rates
across
prey
densities
and
underlie
many
fundamental
ecological
processes.
Most
functional
response
knowledge
comes
from
simplified
lab
experiments,
but
we
do
not
know
whether
these
experiments
accurately
represent
in
nature.
In
addition,
the
difficulty
of
conducting
multispecies
means
that
it
is
unclear
interaction
strengths
are
weakened
presence
multiple
types.
We
developed
a
novel
method
to
estimate
wild
predators'
metabarcoding
data
use
this
present
for
wolf
spiders
on
27
families.
These
field
were
considerably
reduced
compared
responses.
further
find
sometimes
increased
other
types,
contrary
expectations.
Our
estimating
will
allow
researchers
determine
predators
address
long‐standing
questions
about
Journal of Animal Ecology,
Journal Year:
2023,
Volume and Issue:
92(4), P. 901 - 912
Published: Feb. 13, 2023
Niche
differentiation
and
intraguild
predation
(IGP)
can
allow
ecologically
similar
species
to
coexist,
although
it
is
unclear
which
coexistence
mechanism
predominates
in
consumer
communities.
Until
now,
a
limited
ability
quantify
diets
from
metabarcoding
data
has
precluded
the
use
of
sequencing
determine
relative
importance
these
mechanisms.
Here,
we
pair
recent
quantification
approach
with
stable
isotope
analysis
examine
diet
composition
wolf
spider
community.
We
compare
prevalence
resource
partitioning
IGP
spiders
test
whether
factors
that
influence
foraging
performance,
including
individual
identity,
morphology,
prey
community
environmental
conditions,
explain
variation
IGP.
Extensive
likely
primary
this
community,
other
often
attributed
do
not
here.
Rather,
increases
as
diversity
decreases.
Foragers
are
driven
where
niches
limited.
highlight
need
how
drivers
predator-prey
interaction
strengths
translate
into
natural
systems.
PeerJ,
Journal Year:
2023,
Volume and Issue:
11, P. e15424 - e15424
Published: June 2, 2023
Predicting
the
impacts
of
predatory
invasive
species
is
important
for
prioritising
conservation
interventions.
Functional
response
experiments,
which
examine
consumption
by
predators
in
relation
to
prey
density,
are
a
useful
way
assess
potential
strength
novel
predator-prey
relationships.
However,
such
experiments
often
conducted
without
consideration
sex
or
only
with
males
reduce
invasion
risk.
Here,
we
compared
functional
responses
male
and
female
European
green
crabs
(
Carcinus
maenas
),
global
invader,
feeding
on
varnish
clams
Nuttallia
obscurata
)
test
whether
two
sexes
have
similar
impact.
We
also
examined
correlates
predation
behaviour
measuring
sex-specific
movement
choice.
Both
displayed
Type
II
hyperbolic
response,
can
destabilise
populations
at
low
densities.
females
exhibited
some
differences
foraging
behaviour.
Female
had
slightly
lower
attack
rates,
were
not
linked
movement,
longer
handling
times,
These
small,
non-significant
nevertheless
translated
into
significantly
greater
ratios,
used
predict
ecological
impact
species,
than
females.
There
was
no
difference
proportion
consumed
between
crusher
claw
heights,
but
smaller
claws
average,
hence
they
clams.
Repeated
surveys
four
established
British
Columbia,
Canada,
showed
that
ratio
highly
variable.
Taken
together,
these
results
population-level
modelling
suggest
trying
evaluate
clam
sampling
could
result
overestimation,
even
male-biased
sex-ratios.
Consumer
might
generally
be
an
feature
consider
when
using
forecast
new
especially
those
marked
sexual
dimorphism
affect
foraging.
Oikos,
Journal Year:
2021,
Volume and Issue:
2022(1)
Published: Nov. 26, 2021
Predators
are
generally
under
selective
pressure
to
get
better
at
foraging,
leading
steeper
functional
responses
and
stronger
predator–prey
interactions.
Yet
strong
interactions
can
de‐stabilize
food
webs,
most
across
ecological
communities
thought
be
weak.
This
conflict
between
evolutionary
community
expectations
for
the
strength
of
represents
a
fundamental
gap
in
our
understanding
how
evolution
foraging
plays
out
webs.
Here
we
help
resolve
by
showing
analytically
that
expectation
is
relaxed
with
diverse
prey
types.
We
simulate
varying
richness
show
increasing
indeed
constrain
adaptive
potential
predator
traits,
but
low
predators
evolve
have
interaction
high
net
energy
yields.
Our
results
also
indicate
handling
time
role
determining
whether
may
abundant
prey,
suggesting
keystone
modules
webs
likely
when
times
negligible.
provide
new
mechanism
predicting
more
diffuse
tropical
relative
species‐poor
higher
latitudes.