Current Biology,
Journal Year:
2021,
Volume and Issue:
31(20), P. 4627 - 4634.e3
Published: Aug. 18, 2021
Declines
in
invertebrate
biodiversity1,2
pose
a
significant
threat
to
key
ecosystem
services.3-5
Current
analyses
of
biodiversity
often
focus
on
taxonomic
diversity
(e.g.,
species
richness),6,7
which
does
not
account
for
the
functional
role
species.
Functional
species'
morphological
or
behavioral
traits
is
likely
more
relevant
service
delivery
than
diversity,
as
has
been
found
be
driver
number
services
including
decomposition
and
pollination.8-12
At
present,
we
lack
good
understanding
long-term
large-scale
changes
limits
our
capacity
determine
vulnerability
with
ongoing
change.
Here
derive
trends
over
45-year
period
across
Great
Britain
supporting
freshwater
aquatic
functions,
pollination,
natural
pest
control,
agricultural
pests
(a
disservice).
Species
functions
showed
synchronous
collapse
recovery
diversity.
In
contrast,
pollinators
an
increase
but
decline
Pest
control
agents
greater
stability
assessment
period.
We
also
that
could
appear
stable
show
patterns
recovery,
despite
composition
among
Our
results
suggest
assemblages
can
considerable
variability
their
structure
time
at
national
scale,
provides
important
step
determining
Remote Sensing of Environment,
Journal Year:
2024,
Volume and Issue:
302, P. 113958 - 113958
Published: Jan. 5, 2024
Plant
functional
diversity
(FD)
is
a
component
of
biodiversity
linking
plant
traits
to
ecosystem
processes
(e.g.,
photosynthesis)
and
services
gross
primary
production).
Development
remote
sensing
capabilities
monitor
forest
FD
across
various
spatio-temporal
scales
critical,
especially
in
view
increasing
global
climate
anthropogenic
pressures.
Here,
we
focus
on
investigating
the
capability
unoccupied
aerial
systems
(UAS),
acquiring
imaging
spectroscopy
data
high
spatial
(pixel
size
≤0.1
m)
spectral
(band-width
<
5
nm
between
400
1000
nm)
resolutions,
map
two
trait-based
metrics,
namely,
richness
divergence,
open
sclerophyll
forests
at
plot-scale
(<0.2
km2).
An
emerging
scalable
kernel-based
trait
probability
density
(TPD)
approach
was
implemented
compute
spatially
explicit
metrics
different
areal
extents
pixel
sizes
through
resampled
products.
Narrow-band
indices
were
utilized
as
proxies
selected
traits,
including
photoprotective
zeaxanthin-to-antheraxanthin
transformation
ratio
(VAZ),
foliar
pigments
chlorophylls
anthocyanins
(Cab
Cant).
The
combination
high-resolution
imagery
TPDs
presents
suitable
alternative
traditional
need
for
taxonomic
information
alleviates
pixel-based
mixing
issues
known
affect
metrics.
A
moving
kernel
(6
×
6
applied
UAS
data,
allowed
capture
fine
medium-scale
drivers
within-crown
complex
branching
variance,
topography,
sun
aspect,
speciation.
For
same
size,
computed
from
coarsened
pseudo-airborne
products
2
found
be
57–68%
that
derived
Functional
divergence
did
not
portray
substantial
differences
even
though
this
metric
further
emphasized
complexity
surveyed
open-forest
sites.
have
potential
become
an
efficient
tool
monitoring
linked
with
key
sites,
validation
support
large-scale
but
less
detailed
airborne
satellite
Finally,
study
highlights
sensitivity
variations
scale,
resolution,
TPD
parametrization
suggesting
more
research
needed
standardize
protocols
quantification
temporal
scales.
Scientific Data,
Journal Year:
2022,
Volume and Issue:
9(1)
Published: May 26, 2022
Abstract
Species
traits
are
an
essential
currency
in
ecology,
evolution,
biogeography,
and
conservation
biology.
However,
trait
databases
unavailable
for
most
organisms,
especially
those
living
difficult-to-access
habitats
such
as
caves
other
subterranean
ecosystems.
We
compiled
expert-curated
database
spiders
Europe
using
both
literature
data
(including
grey
published
many
different
languages)
direct
morphological
measurements
whenever
specimens
were
available
to
us.
started
by
updating
the
checklist
of
European
spiders,
now
including
512
species
across
20
families,
which
at
least
192
have
been
found
uniquely
habitats.
For
each
these
species,
we
64
traits.
The
encompasses
measures,
several
related
adaptation,
ecological
referring
habitat
preference,
dispersal,
feeding
strategies.
By
making
freely
available,
open
up
opportunities
exploring
research
questions,
from
quantification
functional
dimensions
adaptation
study
spatial
patterns
diversity
caves.
Methods in Ecology and Evolution,
Journal Year:
2021,
Volume and Issue:
12(10), P. 1953 - 1968
Published: July 6, 2021
Abstract
The
quantification
of
Hutchinson's
n‐dimensional
hypervolume
has
enabled
substantial
progress
in
community
ecology,
species
niche
analysis
and
beyond.
However,
most
existing
methods
do
not
support
a
partitioning
the
different
components
hypervolume.
Such
is
crucial
to
address
‘curse
dimensionality’
measures
interpret
metrics
on
original
axes
instead
principal
components.
Here,
we
propose
use
multivariate
normal
distributions
for
comparison
hypervolumes
introduce
this
as
multivariate‐normal
(MVNH)
framework
(R
package
available
https://github.com/lvmuyang/MVNH
).
provides
parametric
size
dissimilarity
hypervolumes,
each
which
can
be
partitioned
into
biologically
interpretable
Specifically,
determinant
covariance
matrix
(i.e.
generalized
variance)
MVNH
measure
total
size,
univariate
variance
correlation
component
(a
dimensionality,
i.e.
effective
number
independent
standardized
by
dimensions).
Bhattacharyya
distance
(BD;
function
geometric
mean
two
probability
distributions)
between
MVNHs
dissimilarity.
BD
partitions
Mahalanobis
(standardized
Euclidean
with
correlated
variables)
centroids
ratio
difference.
further
divergences
component.
We
empirical
examples
community‐
species‐level
demonstrate
new
insights
provided
these
metrics.
show
that
newly
proposed
enables
us
quantify
relative
contributions
connect
analyses
ecological
drivers
functional
diversity
environmental
variation.
Our
approach
overcomes
several
operational
computational
limitations
popular
nonparametric
wide
implications
understanding
diversity,
evolution,
shifts
expansion
during
biotic
invasions,
etc.
Current Biology,
Journal Year:
2021,
Volume and Issue:
31(20), P. 4627 - 4634.e3
Published: Aug. 18, 2021
Declines
in
invertebrate
biodiversity1,2
pose
a
significant
threat
to
key
ecosystem
services.3-5
Current
analyses
of
biodiversity
often
focus
on
taxonomic
diversity
(e.g.,
species
richness),6,7
which
does
not
account
for
the
functional
role
species.
Functional
species'
morphological
or
behavioral
traits
is
likely
more
relevant
service
delivery
than
diversity,
as
has
been
found
be
driver
number
services
including
decomposition
and
pollination.8-12
At
present,
we
lack
good
understanding
long-term
large-scale
changes
limits
our
capacity
determine
vulnerability
with
ongoing
change.
Here
derive
trends
over
45-year
period
across
Great
Britain
supporting
freshwater
aquatic
functions,
pollination,
natural
pest
control,
agricultural
pests
(a
disservice).
Species
functions
showed
synchronous
collapse
recovery
diversity.
In
contrast,
pollinators
an
increase
but
decline
Pest
control
agents
greater
stability
assessment
period.
We
also
that
could
appear
stable
show
patterns
recovery,
despite
composition
among
Our
results
suggest
assemblages
can
considerable
variability
their
structure
time
at
national
scale,
provides
important
step
determining