Columella Journal of Agricultural and Environmental Sciences,
Journal Year:
2023,
Volume and Issue:
10(2), P. 13 - 24
Published: Dec. 29, 2023
Camera
traps
have
been
gaining
popularity
in
population
estimation
studies.
Based
on
149
scientific
journals
review
we
evaluated
the
strengths,
weaknesses
and
improvements
of
camera
trap
method
to
better
understand
its
effectiveness
for
studying
parameters.
a
strong
advantage
being
non-invasive
method,
requiring
minimal
labor
because
ability
detect
multiple
species
per
sampling
effort.
However,
theft
time-consuming
data
analyses,
poor
sensor
performance
potential
behavioral
changes
wildlife
due
noise
flashlights,
prevent
from
optimal
method.
The
parameter
studied
depends
strongly
behavior
biology
target
species,
although
most
common
opportunity
development
is
all
related
(better
triggering
response
higher
sensitivity)
as
well
extreme
weather
condition
resistance.
Conservation Science and Practice,
Journal Year:
2025,
Volume and Issue:
unknown
Published: Jan. 13, 2025
Abstract
Given
widespread
biodiversity
declines,
there
is
an
urgent
need
to
ensure
that
conservation
interventions
are
working.
Yet,
evidence
regarding
the
effectiveness
of
actions
often
lacking.
Using
a
case
study
209
terrestrial
species
listed
as
Endangered
in
Canada,
we
conducted
literature
review
collate
base
on
to:
(1)
explore
outcomes
documented
for
each
and
(2)
identify
knowledge
gaps.
Action‐oriented
research
constituted
only
2%
all
peer‐reviewed
across
target
species,
61%
found
no
investigating
actions.
Protected
areas,
habitat
creation,
artificial
shelter,
alternative
farming
practices
were
broadly
beneficial
most
which
these
assessed.
Habitat
restoration
frequently
studied,
but
38%
harmful,
ineffective,
or
demonstrated
mixed
results.
The
prescribed
burns,
timber
harvesting
approaches,
vegetation
control
was
examined
greatest
number
yet
17%–30%
negative
effects.
Our
synthesis
demonstrates
lack
published
many
implemented
recovery
at
risk
extinction,
highlighting
alarming
gap
literature.
Ecology and Evolution,
Journal Year:
2023,
Volume and Issue:
13(9)
Published: Sept. 1, 2023
Outdoor
recreation
is
widespread,
with
uncertain
effects
on
wildlife.
The
human
shield
hypothesis
(HSH)
suggests
that
could
have
differential
predators
and
prey,
predator
avoidance
of
humans
creating
a
spatial
refuge
'shielding'
prey
from
people.
generality
the
HSH
remains
to
be
tested
across
larger
scales,
wherein
shielding
may
prove
generalizable,
or
diminish
variability
in
ecological
contexts.
We
combined
data
446
camera
traps
79,279
sampling
days
10
landscapes
spanning
15,840
km
Ecology and Evolution,
Journal Year:
2023,
Volume and Issue:
13(3)
Published: March 1, 2023
Ecological
research
is
undergoing
a
substantial
transformation.
Camera
trapping—"capturing"
photograph
remotely,
allowing
observation
of
wildlife
separately
from
the
observer—has
been
around
for
over
century.
However,
it
emerged
as
substantive
mode
sampling
occurrence
only
about
three
decades
ago
(Kucera
&
Barrett,
2011;
O'Connell
et
al.,
2011)
and
now
rapidly
improving
innovating,
changing
face
ecology
(Burton
2015).
With
repeated
made
possible
across
space
time,
limited
by
logistics
resources,
observations
can
be
gathered
analyzed
at
unprecedented
spatial
temporal
scales.
engineering
relatively
inexpensive
camera
models
that
do
not
require
costly
support
systems
(such
those
needed
satellite
telemetry),
traps
also
serve
to
democratize
research.
trapping
has
consequently
spread
global
south
developing
countries
(Agha
2018;
Cremonesi
2021;
Galindo-Aguilar
2022).
Many
private
citizens
run
their
own
traps;
networking
these
citizen
scientists
have
yielded
great
insights
will
continue
so
(McShea
2016).
are
being
employed
Indigenous
peoples
ask
questions
on
traditional
territories
(Artelle
Fisher
2021),
an
important
step
towards
meeting
principles
United
Nations
Declaration
Rights
Peoples
(Gilbert,
2007).
Camera-trap
spans
ecological
hierarchy,
with
applications
animal
behavior
(Caravaggi
2017,
2020)
such
diel
activity
(Frey
2017;
Rowcliffe
2014),
populations
(Bischof
2020;
Gardner
2010),
species'
distributions
(Rich
Tobler
2015),
communities
(Ahumada
Wittische
2021).
adequate
inferential
logic
analysis,
more
complex
processes
species
interactions
discerned
(Beirne
Clare
2016;
Niedballa
2019).
The
field
rich
planting
seeds
new
ideas.
In
fact,
though
largely
used
mammals,
expanding
taxonomically
include
vegetation
(Seyednasrollah
2019;
Sun
herptiles
(Moore
Welbourne
2020),
avifauna
(Jachowski
2015;
Murphy
2018).
Software
advanced
in-step
hardware.
Converting
images
numerical
data
easier
custom
software,
much
open-source
(Greenberg
Young
Processes
automatic
identification
developed
greatly
speed
up
image
classification
process
"big
data"
(Duggan
Shepley
Conceptual
advances,
frameworks
understanding
how
detections
sample
underlying
processes,
paving
way
sophisticated
(Glover-Kapfer
Hofmeester
Tremendous
discoveries
lay
in
future.
Networking
arrays
different
landscapes—even
globally,
similar
weather
networks
(Steenweg
2017)—will
allow
macroecological
scale
never
before
(Chen
2022;
Magle
Rich
2017).
Notwithstanding,
await
small
focal
studies
too—these
foundations
inference.
We
endeavors
Ecology
Evolution's
section
Trapping
Ecology.
journal's
mandate
author-friendly,
without
gatekeeping
assessments
importance
barrier,
makes
us
place
welcomes
both
small-scale
autecological
large-scale
syntheses.
This
philosophy
help
authors
work
read
scientific
community—we
believe
this
Section
goal.
first
volume
featured
its
camera-trapping
study
(Fisher
2011),
paper
desk-rejected
several
other
journals
"interesting
but
improbable"
among
fare.
Editorial
team
gave
chance,
100
citations
later,
continues
stimulate
debate
(Stuber
Fontaine,
Since
then,
we
published
s
camera-trap
studies.
eagerly
anticipating
many
papers
dedicated
Section,
Evolution
plans
forefront
proliferation
research,
platform
thought
debate.
Jason
Thomas
Fisher:
Conceptualization
(equal);
writing
–
original
draft
(equal).
None.
No
available.
PLoS ONE,
Journal Year:
2024,
Volume and Issue:
19(7), P. e0300870 - e0300870
Published: July 18, 2024
Rapid
growth
in
outdoor
recreation
may
have
important
and
varied
effects
on
terrestrial
mammal
communities.
Few
studies
investigated
factors
influencing
variation
observed
responses
of
multiple
species
to
recreation.
We
used
data
from
155
camera
traps,
western
Alberta
(Canada),
a
hierarchical
Bayesian
community
modelling
framework
document
15
recreation,
test
for
differential
between
predators
prey,
evaluate
the
influence
local
context.
Factors
characterizing
context
were
trail
designation
(i.e.,
use
by
motorized
vs
non-motorized),
management
type,
forest
cover,
landscape
disturbance,
season.
three
measures
characterize
pressure:
distance
trail,
density,
an
index
intensity
derived
platform
Strava.
found
limited
evidence
strong
or
consistent
space
use.
However,
was
better
explained
interaction
than
either
their
own.
The
strongest
density
type;
mammals
more
likely
avoid
sites
near
higher
trails
areas
with
restrictive
management.
that
designation,
although
there
not
clear
differences
designated
vs.
non-motorized
Overall,
we
species-
context-dependent.
Limiting
be
reducing
negative
impacts
within
conservation
areas.
show
using
yields
insight
into
human
disturbances
wildlife.
recommend
investigating
how
different
characteristics
(noise,
speed,
visibility)
animal
behaviors.
Multispecies
monitoring
across
landscapes
vary
pressure
can
lead
adaptive
approach
ensuring
coexistence
Environmental Research Ecology,
Journal Year:
2025,
Volume and Issue:
4(2), P. 025004 - 025004
Published: April 1, 2025
Abstract
Climate
change
poses
a
significant
global
threat,
requiring
rapid
and
effective
mitigation
strategies
to
limit
future
warming.
Tree
planting
is
commonly
proposed
readily
implementable
natural
climate
solution.
It
also
vital
component
of
habitat
restoration
for
the
threatened
woodland
caribou
(
Rangifer
tarandus)
.
There
potential
goals
conservation
carbon
sequestration
be
combined
co-benefits.
We
examine
this
opportunity
by
estimating
impacts
tree
in
range
British
Columbia
(BC),
Canada.
To
do
so,
we
couple
Landsat-derived
datasets
with
Physiological
Processes
Predicting
Growth,
process-based
model
forest
growth.
compare
informed
needs
maximum
under
multiple
scenarios
including
shared
socio‐economic
pathways
(SSP)
2,
representing
∼2.7
°C
warming,
SSP5,
∼4.4
Trees
were
modelled
as
planted
2025.
Province-wide
2100,
maximum-carbon
averaged
1062
Mg
CO
2
·
ha
−1
planted,
while
resulted
an
average
930
reduction
12%.
found
that
relative
between
herds
remained
similar
across
warming
that,
most
ecotypes,
increased
from
5%
7%
coldest
(∼2.7
warming)
warmest
(∼4.4
scenario.
Variability
was
observed
herds,
highlighting
importance
spatially-explicit,
herd-level
analysis
growth
when
planning
activities.
Our
findings
indicate
large
co-benefits
BC
all
modelled.
They
underscore
value
models
evaluating
implications
areas
changing
climate.
Global Ecology and Conservation,
Journal Year:
2022,
Volume and Issue:
38, P. e02268 - e02268
Published: Aug. 18, 2022
Population
monitoring
is
critical
to
wildlife
conservation,
but
density
estimation
difficult
for
wide-ranging,
unmarked
species
inhabiting
remote
habitats.
Furthermore,
recent
investigations
into
with
camera
trap
data
has
revealed
models
be
potentially
unreliable,
prompting
cautious
application
and
continued
model
development.
Two
related
approaches
increasing
appeal
include
spatial
count
(SC),
which
infer
latent
identities
from
the
pattern
of
detections,
partial
identity
(SPIM),
additionally
leverage
covariates
(e.g.,
sex,
antler
point
count,
presence
GPS/radio
collar).
To
assess
performance
models,
we
applied
SC
SPIM
threatened
boreal
caribou
in
Canada,
are
declining
have
few
rigorous
estimates
across
their
broad
distribution
inform
conservation
efforts.
In
particular,
focused
on
two
spatially
proximate
ranges
northern
Alberta,
Canada
that
differ
estimated
demographic
trends,
disturbance
histories,
abundances
predators
apparent
competitors.
Estimates
varied
over
a
4
year
period
(2016
–
2019),
were
higher
region
more
stable
reported
growth
rates
less
anthropogenic
(mode
estimates:
155
225/1000
km2
vs.
19
96/1000
km2).
However,
differed
by
modeling
approach
had
low
variable
precision,
hindering
inferences
about
population
status
trajectories.
Simulations
suggest
may
been
biased
precise.
likely
underestimated
mistaking
detections
neighboring
individuals
as
recaptures
single
individual,
although
also
overestimated
inflating
assignment
probabilities
non-existent
individuals.
Findings
highlight
need
explore
how
grouping
dynamics
non-independent
movement
violate
assumptions
reduce
ability
distinguish
We
advocate
investigation
accuracy
approaches,
ecological
sampling
conditions
appropriate
different
coordination
efforts
analyses
improve
inferences.
Ecology and Evolution,
Journal Year:
2022,
Volume and Issue:
12(7)
Published: July 1, 2022
Human
disturbance
directly
affects
animal
populations
and
communities,
but
indirect
effects
of
on
species
behaviors
are
less
well
understood.
For
instance,
may
alter
predator
activity
cause
knock-on
to
predator-sensitive
foraging
in
prey.
Camera
traps
provide
an
emerging
opportunity
investigate
such
disturbance-mediated
impacts
across
multiple
scales.
We
used
camera
trap
data
test
predictions
about
behavior
three
ungulate
(caribou