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.
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.However,
females
exhibited
some
differences
foraging
behaviour.Female
had
slightly
lower
attack
rates,
were
not
linked
movement,
longer
handling
times,
choice.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.
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.However,
females
exhibited
some
differences
foraging
behaviour.Female
had
slightly
lower
attack
rates,
were
not
linked
movement,
longer
handling
times,
choice.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.
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.