Journal of Ecology,
Год журнала:
2019,
Номер
107(5), С. 2317 - 2328
Опубликована: Апрель 19, 2019
Abstract
Traditionally,
trait‐based
studies
have
explored
single‐trait‐fitness
relationships.
However,
this
approximation
in
the
study
of
fitness
components
is
often
too
simplistic,
given
that
determined
by
interplay
multiple
traits,
which
could
even
lead
to
functional
strategies
with
comparable
(i.e.
alternative
designs).
Here
we
suggest
an
analytical
framework
using
boosted
regression
trees
(BRT)
can
prove
more
informative
test
hypotheses
on
trait
combinations
compared
standard
linear
models.
We
use
two
published
datasets
for
comparisons:
a
botanical
garden
dataset
557
plant
species
(Herben,
2012,
Journal
Ecology
,
100,
1522)
and
observational
83
(Adler,
2014,
Proceedings
National
Academy
Sciences
111,
740).
Using
dataset,
found
BRTs
predict
role
traits
relative
importance
survival,
growth
reproduction
population
rate
better
than
models
do.
Moreover,
split
cultivated
different
habitats
within
observed
seed
vegetative
depended
most
habitats.
Our
analyses
that,
while
not
all
impact
same
degree,
it
crucial
consider
represent
ecological
dimensions.
Synthesis
.
The
analysis
combinations,
corresponding
designs
via
BRTs,
promising
approach
understanding
managing
changes
vegetation
composition
through
measurement
suites
relatively
easily
measurable
traits.
Journal of Ecology,
Год журнала:
2016,
Номер
104(5), С. 1299 - 1310
Опубликована: Фев. 26, 2016
Summary
Root,
stem
and
leaf
traits
are
thought
to
be
functionally
coordinated
maximize
the
efficiency
of
acquiring
using
limited
resources.
However,
evidence
is
mixed
for
consistent
whole‐plant
trait
coordination
among
woody
plants,
we
lack
a
clear
understanding
adaptive
value
root
along
soil
resource
gradients.
If
fine
roots
below‐ground
analogue
leaves,
then
low
specific
length
(
SRL
)
high
tissue
density
should
common
on
infertile
soil.
Here,
test
prediction
that
root,
relative
growth
rate
respond
in
unison
with
fertility
We
measured
individual
seedlings
66
tree
species
grown
controlled
conditions.
Our
objectives
were
(i)
determine
whether
multiple
align
rate,
each
other
(ii)
quantify
relationships
between
community‐weighted
mean
two
strong
gradients
differed
spatial
extent
community
composition.
At
level,
fast
rates
associated
area.
diameter
not
clearly
related
loaded
separate
principal
component
from
plant
economic
spectrum.
was
positively
fertility,
(RTD)
branching
negatively
fertility.
large‐scale
gradient
included
ectomycorrhizal
angiosperms.
Synthesis
.
influence
fitness
RTD
responds
above‐ground
gradients;
however,
multidimensional
because
orthogonal
In
contrast
trees
constrained
way
they
construct
roots:
plants
can
or
any
density.
High
most
reflects
adaptation
Ecography,
Год журнала:
2017,
Номер
41(9), С. 1441 - 1455
Опубликована: Сен. 22, 2017
Hutchinson's
n
‐dimensional
hypervolume
concept
for
the
interpretation
of
niches
as
geometric
shapes
has
provided
a
foundation
research
across
different
fields
ecology
and
evolution.
There
is
now
an
expanding
set
applications
concepts,
well
growing
statistical
methods
available
to
operationalize
this
with
data.
The
been
applied
environmental,
resource,
functional
trait,
morphometric
axes
scales,
i.e.
from
individuals,
species,
communities
clades.
Further,
these
have
variously
interpreted
niches,
ecological
or
evolutionary
strategy
spaces,
proxies
community
structure.
This
paper
highlights
applications’
shared
mathematical
framework,
surveys
uses
fields,
discusses
key
limitations
assumptions
concepts
in
general,
provides
critical
guide
estimation
methods,
delineates
situations
where
can
be
useful.
New Phytologist,
Год журнала:
2018,
Номер
219(4), С. 1338 - 1352
Опубликована: Июнь 1, 2018
Plants
respond
to
resource
stress
by
changing
multiple
aspects
of
their
biomass
allocation,
morphology,
physiology
and
architecture.
To
date,
we
lack
an
integrated
view
the
relative
importance
these
plastic
responses
in
alleviating
consistency/variability
among
species.
We
subjected
nine
species
(legumes,
forbs
graminoids)
nitrogen
and/or
light
shortages
measured
11
above-ground
below-ground
trait
adjustments
critical
alleviation
stresses
(plus
several
underlying
traits).
Nine
traits
out
showed
that
improved
plants'
potential
capacity
acquire
limiting
at
a
given
time.
Above
ground,
plasticity
architecture
all
appeared
important
improving
capture,
whereas
below
allocation
were
most
acquisition.
Six
substantial
heterogeneity
plasticity,
with
little
structuration
differences
within
covariation
syndromes.
Such
comprehensive
assessment
complex
nature
phenotypic
plants
factors,
comparison
plant
across
species,
makes
clear
case
for
high
(but
largely
overlooked)
diversity
plants,
need
explore
rules
structuring
them.
Annals of Botany,
Год журнала:
2021,
Номер
127(4), С. 397 - 410
Опубликована: Янв. 27, 2021
Investigating
the
causes
and
consequences
of
intraspecific
trait
variation
(ITV)
in
plants
is
not
novel,
as
it
has
long
been
recognized
that
such
shapes
biotic
abiotic
interactions.
While
evolutionary
population
biology
have
extensively
investigated
ITV,
only
last
10
years
interest
ITV
surged
within
community
comparative
ecology.
Journal of Ecology,
Год журнала:
2016,
Номер
104(5), С. 1284 - 1298
Опубликована: Май 24, 2016
Summary
Despite
the
disproportionate
influence
that
propagule
production,
dispersal,
seed‐to‐seedling
recruitment
and
vegetative
reproduction
can
have
on
plant
population
community
dynamics,
progress
has
been
slow
in
directed
collection
of
regeneration
traits
to
inform
assembly
outcomes.
While
seed
mass
is
globally
available
linked
growth
reproductive
output,
there
are
limits
its
explanatory
ability.
In
this
essay,
we
call
for
expanded
efforts
integrate
a
more
diverse
set
into
models.
First,
extend
an
existing
framework
conceptualize
as
series
transitional
processes
whose
outcomes
influenced
by
abiotic
filters,
biotic
interactions
species
traits.
We
then
briefly
review
literature,
highlighting
filters
demonstrated
or
theorized
importance
each
transition.
Finally,
place
context
emerging
modelling
approaches
trait‐based
assembly,
summarizing
key
areas
needed
these
efforts.
Synthesis
.
By
incorporating
influential
empirical
studies
global
data
bases,
begin
disentangle
regenerative
mechanisms
underlying
enhance
rapidly
developing
models
species’
abundances,
distributions
responses
environmental
change.
New Phytologist,
Год журнала:
2019,
Номер
222(4), С. 1757 - 1765
Опубликована: Янв. 30, 2019
Improving
our
understanding
of
species
ranges
under
rapid
climate
change
requires
application
knowledge
the
tolerance
and
adaptive
capacity
populations
to
changing
environmental
conditions.
Here,
we
describe
an
emerging
modelling
approach,
ΔTraitSDM,
which
attempts
achieve
this
by
explaining
distribution
based
on
phenotypic
plasticity
local
adaptation
fitness-related
traits
measured
across
large
geographical
gradients.
The
collection
intraspecific
trait
data
in
common
gardens
spanning
broad
clines
has
promoted
development
these
new
models
-
first
trees
but
now
rapidly
expanding
other
organisms.
We
review,
explain
harmonize
main
findings
from
generation
that,
including
variation
over
scales,
are
able
provide
insights
into
future
ranges.
Overall,
ΔTraitSDM
predictions
generally
deliver
a
less
alarming
message
than
previous
climates,
indicating
that
should
help,
considerable
degree,
some
plant
persist
change.
ΔTraitSDMs
offers
perspective
analyse
single
multiple
traits,
with
rationale
(co)variation
consequently
fitness
can
significantly
gradients
climates.