bioRxiv (Cold Spring Harbor Laboratory),
Journal Year:
2021,
Volume and Issue:
unknown
Published: Aug. 2, 2021
Abstract
The
assessment
of
relative
model
performance
using
information
criteria
like
AIC
and
BIC
has
become
routine
among
functional-response
studies,
reflecting
trends
in
the
broader
ecological
literature.
Such
allow
comparison
across
diverse
models
because
they
penalize
each
model’s
fit
by
its
parametric
complexity
—
terms
their
number
free
parameters
which
allows
simpler
to
outperform
similarly
fitting
higher
complexity.
However,
do
not
consider
an
additional
form
complexity,
referred
as
geometric
relates
specifically
mathematical
model.
Models
equivalent
can
differ
thereby
ability
flexibly
data.
Here
we
use
Fisher
Information
Approximation
compare,
explain,
contextualize
how
varies
a
large
compilation
single-prey
including
prey-,
ratio-,
predator-dependent
formulations
varying
apparent
degrees
forms
non-linearity.
Because
with
data’s
underlying
experimental
design,
also
sought
determine
designs
are
best
at
leveling
playing
field
models.
Our
analyses
illustrate
(1)
differences
that
exist
models,
(2)
there
is
no
design
minimize
these
all
(3)
even
qualitative
nature
some
more
or
less
flexible
than
others
reversed
changes
design.
Failure
appreciate
flexibility
empirical
evaluation
may
therefore
lead
biased
inferences
for
predator–prey
ecology,
particularly
low
sample
sizes
where
impact
strongest.
We
conclude
discussing
statistical
epistemological
challenges
poses
study
functional
responses
it
attainment
biological
truth
predictive
ability.
Contribution
Field
Statement
selecting
now
standard,
well-accepted
practice,
just
literature
whole.
generic
desire
make
unbiased
equitable
process
penalizing
data
(relating
parameters).
introduce
understand
relating
considered
40
different
results
add
caution
against
simplistic
interpretation
information-theoretic
comparisons
experiments,
showing
effect
have
on
performance.
our
work
help
clarify
ecologists
studying
must
face
Frontiers in Ecology and Evolution,
Journal Year:
2023,
Volume and Issue:
11
Published: March 10, 2023
More
than
70
years
after
its
introduction,
the
framework
of
resource
density-dependent
consumption
rates,
also
known
as
predator-prey
functional
responses,
remains
a
core
concept
in
population
and
food
web
ecology.
Initially,
three
types
responses
were
defined:
linear
(type
I),
hyperbolic
II),
sigmoid
III).
Due
to
potential
stabilize
consumer-resource
dynamics,
type
III
response
immediately
became
“holy
grail”
However,
experimentally
proving
that
exist,
whether
controlled
laboratory
systems
or
nature,
was
challenging.
While
theoretical
practical
advances
make
identifying
easier
today,
decades
research
have
brought
only
limited
number
studies
provide
empirical
evidence
for
curves.
Here,
we
review
this
from
laboratory-
field-based
published
during
last
two
decades.
We
found
107
reported
but
these
ranged
across
various
taxa,
interaction
types,
ecosystems.
To
put
into
context,
discuss
biological
mechanisms
may
lead
emergence
responses.
summarize
how
different
mutually
independent
intricacies
bedevil
documentation
responses:
(1)
challenges
statistical
modeling
(2)
inadequate
density
ranges
spacing,
(3)
biologically
meaningful
realistic
design
experimental
arenas.
Finally,
guidelines
on
field
should
move
forward
based
considerations.
The American Naturalist,
Journal Year:
2021,
Volume and Issue:
199(1), P. 1 - 20
Published: Sept. 15, 2021
AbstractA
scientific
understanding
of
the
biological
world
arises
when
ideas
about
how
nature
works
are
formalized,
tested,
refined,
and
then
tested
again.
Although
benefits
feedback
between
theoretical
empirical
research
widely
acknowledged
by
ecologists,
this
link
is
still
not
as
strong
it
could
be
in
ecological
research.
This
part
because
theory,
particularly
expressed
mathematically,
can
feel
inaccessible
to
empiricists
who
may
have
little
formal
training
advanced
math.
To
address
persistent
barrier,
we
provide
a
general
accessible
guide
that
covers
basic,
step-by-step
process
approach,
understand,
use
theory
work.
We
first
give
an
overview
why
mathematical
created,
outline
four
specific
ways
both
verbal
motivate
work,
finally
present
practical
tool
kit
for
reading
aspects
theory.
hope
empowering
embrace
their
work
will
help
move
field
closer
full
integration
Oxford University Press eBooks,
Journal Year:
2021,
Volume and Issue:
unknown
Published: Sept. 15, 2021
Abstract
Predator-prey
interactions
form
an
essential
part
of
ecological
communities,
determining
the
flow
energy
from
autotrophs
to
top
predators.
The
rate
predation
is
a
key
regulator
that
flow,
and
determined
by
functional
response.
Functional
responses
themselves
are
emergent
phenomena
–
they
reflect
morphology,
behavior,
physiology
both
predator
prey
outcomes
evolution
source
additional
evolution.
response
thus
concept
connects
many
aspects
biology
behavioral
ecology
eco-evolutionary
dynamics
food
webs,
as
result,
integrative
science
predatory
ecology.
In
this
book,
I
provide
synthesis
research
on
responses,
starting
with
basics.
then
break
down
into
foraging
components
connect
these
traits
behaviors
species
in
webs.
conclude
contrary
appearances,
we
know
very
little
about
work
necessary
for
us
understand
how
environmental
change
management
will
impact
systems
NeoBiota,
Journal Year:
2023,
Volume and Issue:
85, P. 43 - 79
Published: June 9, 2023
Predicting
which
non-native
species
will
negatively
impact
biodiversity
is
a
longstanding
research
priority.
The
Functional
Response
(FR;
resource
use
in
relation
to
availability)
classical
ecological
concept
that
has
been
increasingly
applied
quantify,
assess
and
compare
impacts
of
species.
Despite
this
recent
growth,
an
overview
applications
knowledge
gaps
across
relevant
contexts
currently
lacking.
We
conducted
systematic
review
using
combination
terms
regarding
FR
invasion
science
synthesise
scientific
studies
apply
the
approach
field
suggest
new
areas
where
it
could
have
valuable
applications.
Trends
publications
about
general
were
compared
through
Activity
Index.
Data
extracted
from
papers
reveal
temporal,
bibliographic,
geographic
trends,
patterns
study
attributes
such
as
type
interaction
habitat
investigated,
taxonomic
groups
used,
context-dependencies
assessed.
In
total,
120
included
review.
identified
substantial
unevenness
reporting
FRs
science,
despite
rapidly
growing
number
studies.
To
date,
geographically
skewed
towards
North
America
Europe,
well
predator-prey
interactions
freshwater
habitats.
Most
focused
on
few
invertebrates
fishes.
Species
origin,
life
stage,
environmental
temperature
complexity
most
frequently
considered
context-dependencies.
conclude
while
thus
far
narrowly
applied,
broad
potential
application
can
be
used
test
major
hypotheses
field.
Ecology Letters,
Journal Year:
2020,
Volume and Issue:
24(3), P. 580 - 593
Published: Dec. 31, 2020
Abstract
Functional
responses
are
a
cornerstone
to
our
understanding
of
consumer–resource
interactions,
so
how
best
describe
them
using
models
has
been
actively
debated.
Here
we
focus
on
the
consumer
dependence
functional
evidence
systematic
bias
in
statistical
comparison
functional‐response
and
estimation
their
parameters.
Both
forms
universal
nonlinear
(irrespective
dependence)
rooted
lack
sufficient
replication.
Using
large
compilation
published
datasets,
show
that
–
due
prevalence
low
sample
size
studies
neither
overall
frequency
by
which
alternative
achieve
top
rank
nor
distribution
parameter
point
estimates
should
be
treated
as
providing
insight
into
general
form
or
central
tendency
interference.
We
call
for
renewed
clarity
varied
purposes
motivate
study
responses,
can
compete
with
each
other
dictating
design,
analysis
interpretation
experiments.
Global Change Biology,
Journal Year:
2022,
Volume and Issue:
29(5), P. 1223 - 1238
Published: Dec. 3, 2022
Global
change
encompasses
many
co-occurring
anthropogenic
drivers,
which
can
act
synergistically
or
antagonistically
on
ecological
systems.
Predicting
how
different
global
drivers
simultaneously
contribute
to
observed
biodiversity
is
a
key
challenge
for
ecology
and
conservation.
However,
we
lack
the
mechanistic
understanding
of
multiple
influence
vital
rates
interacting
species.
We
propose
that
reaction
norms,
relationships
between
driver
like
growth,
mortality,
consumption,
provide
insights
underlying
mechanisms
community
responses
drivers.
Understanding
interact
affect
demographic
using
reaction-norm
perspective
improve
our
ability
make
predictions
interactions
at
higher
levels
organization-that
is,
food
web.
Building
framework
consumer-resource
widely
studied
thermal
performance
curves,
illustrate
joint
impacts
be
scaled
up
from
population
level.
A
simple
proof-of-concept
model
demonstrates
norms
predict
prevalence
literature
search
suggests
proposed
approach
not
yet
used
in
research.
outline
realistic
response
surfaces
(i.e.,
multidimensional
norms)
inferred
by
parametric
nonparametric
approaches.
Response
have
potential
strengthen
communities
as
well
when
interactive
effects
emerge,
two
major
challenges
today.
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
Functional Ecology,
Journal Year:
2021,
Volume and Issue:
35(5), P. 1041 - 1054
Published: Feb. 24, 2021
Abstract
Warming
can
impact
consumer–resource
interactions
through
multiple
mechanisms.
For
example,
warming
both
alter
the
rate
at
which
predators
consume
prey
and
develop
vulnerable
life
stages.
Thus,
overall
effect
of
on
will
depend
upon
strength
asymmetry
effects
predator
performance.
Here,
we
quantified
temperature
dependence
(a)
density‐dependent
predation
rates
for
two
dragonfly
nymph
a
shared
mosquito
larval
prey,
via
functional
response,
(b)
development
to
predator‐invulnerable
adult
stage.
We
united
results
these
empirical
studies
using
temperature‐
stage‐structured
model
predict
number
larvae
that
survive
adulthood.
accelerated
increased
consumption.
Model
simulations
suggest
differences
in
magnitude
responses
determined
change
survival
Specifically,
found
depending
species
were
exposed
model,
net
was
either
an
reduction
or
no
across
gradient.
Our
highlight
need
better
mechanistic
understanding
differential
pairs
accurately
how
affects
food
web
dynamics.
A
free
plain
language
summary
be
within
Supporting
Information
this
article.
Frontiers in Ecology and Evolution,
Journal Year:
2021,
Volume and Issue:
9
Published: June 17, 2021
Although
average,
species-level
interaction
strength
plays
a
key
role
in
driving
population
dynamics
and
community
structure,
predator-prey
interactions
occur
among
individuals.
As
result,
individual
variation
foraging
rates
may
play
an
important
determining
the
effects
of
on
communities.
Such
stems
from
traits
that
influence
mechanistic
components
functional
response,
such
as
movements
determine
encounters
behaviors
decisions
to
attack.
However,
we
still
have
little
information
about
individual-level
responses
or
give
rise
variation.
Here
combine
standard
response
experiment
with
wolf
spiders
fruit
flies
novel
analysis
connect
morphology,
physiology,
movement
performance.
We
found
substantial
between
males
females,
but
these
were
not
clearly
linked
differences
females.
Contrary
expectations,
no
effect
body
velocity,
leg
length,
energetic
state,
metabolic
rate
Instead,
mass
interacted
rotations
(clockwise
turns),
larger
showed
higher
performance
when
they
turned
more
reverse
was
true
for
smaller
spiders.
Our
results
highlight
need
understand
apparent
complexity
links
individuals
response.
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.