This
research
addresses
the
lack
of
suitable
peatland
maps
and
vegetation
data
in
Canadian
Boreal
Forest.
study
aimed
to
create
a
sub-class
map
inventory
height.
A
three-stage
hierarchical
classification
framework
was
developed
for
mapping
sub-classes
circa
2020.
combination
multi-spectral
data,
L-band
SAR
C-Band
InSAR
coherence,
forest
structure,
ancillary
variables
were
used
as
model
predictors.
In
first
stage,
wetlands,
uplands,
water
classified
with
86.5%
accuracy.
The
second
stage
achieved
93.3%
accuracy
distinguishing
from
mineral
wetlands.
third
focusing
on
areas,
bogs,
rich
fens,
poor
permafrost
peat
complexes
71.5%
ICESat-2
ATL08
described
regional
class-wise
height
variations.
introduced
comprehensive
large-scale
Forest,
presenting
moderate
resolution
its
kind.
Canadian Journal of Forest Research,
Journal Year:
2023,
Volume and Issue:
53(8), P. 556 - 578
Published: March 23, 2023
Regional
analyses
assessing
the
vulnerabilities
of
forest
ecosystems
and
sector
to
climate
change
are
key
considering
heterogeneity
impacts
as
well
fact
that
risks,
opportunities,
adaptation
capacities
might
differ
regionally.
Here
we
provide
Integrated
Assessment
on
Quebec's
forests,
a
work
involved
several
research
teams
focused
commercial
forests
potential
solutions.
Our
showed
will
alter
ecological
processes
within
forests.
These
changes
result
in
important
modifications
landscapes.
Harvest
cumulate
with
effects
further
future
landscapes,
which
also
have
consequences
wildlife
habitats
(including
woodland
caribou
habitat),
avian
biodiversity,
carbon
budget,
variety
landscape
values
for
Indigenous
peoples.
The
be
crucial
mitigate
ecosystem
goods
services
improve
their
resilience.
Moving
forward,
broad
range
measures,
notably
through
reducing
harvest
levels,
should
explored
help
strike
balance
among
social,
ecological,
economic
values.
We
conclude
without
adaptation,
strong
negative
likely
affect
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.
Canadian Journal of Zoology,
Journal Year:
2025,
Volume and Issue:
103, P. 1 - 18
Published: Jan. 1, 2025
Mapping
of
winter
habitat
suitability
is
important
for
the
persistence
and
conservation
at-risk
woodland
caribou
(
Rangifer
tarandus
(Gmelin,
1788)).
While
well
documented
at
national
scale
boreal
caribou,
particularly
in
highly
disturbed
southern
ranges,
remains
understudied
northern
intact
ranges
such
as
Ontario.
We
used
boosted
regression
tree
species
distribution
modeling
environmental
variables
with
ecological
relevance
to
predict
map
suitable
northeastern
Ontario,
Canada.
The
best
model
suggests
that
peatland
types
climatic
effect
James
Hudson
Bay
may
have
a
marked
(68.8%
cumulative
relative
influence)
on
suitability.
Based
this,
predictive
identified
large
clustered
zone
centered
within
transition
between
ecozones.
By
accounting
local-scale
aspects
bioclimatic
variables,
our
provides
comprehensive
predictions
this
zone.
Additional
investigation
role
type
different
seasons
regions
help
further
understand
use.
Global Ecology and Conservation,
Journal Year:
2022,
Volume and Issue:
39, P. e02294 - e02294
Published: Sept. 27, 2022
Many
boreal
populations
of
woodland
caribou
in
Canada
are
declining,
mainly
due
to
the
prevalence
anthropogenic
disturbances
which
alter
predator-prey
dynamics.
Climate
change
is
expected
exert
an
additional
negative
influence
on
coming
decades,
but
it
unclear
whether
or
how
human
activities
and
climate
will
interact
habitat
suitability
for
caribou,
important
these
agents
be
relative
each
other.
In
this
study,
we
used
LANDIS-II
forest
landscape
model
forecast
across
its
distribution
within
harvestable
Québec
period
2020–2100,
under
three
increasing
radiative
forcing
scenarios
(baseline,
Representative
Concentration
Pathways
[RCP]
4.5
8.5),
two
contrasting
harvest
(with
without
harvest).
Our
simulations
revealed
that
harvesting
was
dominant
agent
explaining
future
variations
suitability,
although
also
decreased
especially
RCP
8.5.
Climate-induced
decreases
mostly
originated
from
increases
wildfires
burned
mature
conifer-dominated
forests,
i.e.,
high-quality
caribou.
Habitat
by
2100
predicted
vary
spatially,
with
northeastern
northwestern
parts
study
area
supporting
better
conditions
regardless
scenarios.
We
show
reducing
areas
where
currently
high
could
help
maintain
even
most
intense
scenario.
results
suggest
highly-disturbed
regions
provide
low-quality
may
not
improve
unless
active
restoration
performed.
helps
disentangle
potential
effects
management
as
threats
habitat,
emphasizing
urgency
reconciling
conservation
species
at
risk
Canada.
Ecological Applications,
Journal Year:
2023,
Volume and Issue:
33(3)
Published: Feb. 8, 2023
Most
research
on
boreal
populations
of
woodland
caribou
(Rangifer
tarandus
caribou)
has
been
conducted
in
areas
high
anthropogenic
disturbance.
However,
a
large
portion
the
species'
range
overlaps
relatively
pristine
primarily
affected
by
natural
disturbances,
such
as
wildfire.
Climate-driven
habitat
change
is
key
concern
for
conservation
boreal-dependent
species,
where
management
decisions
have
yet
to
consider
knowledge
from
multiple
ecological
domains
integrated
into
cohesive
and
spatially
explicit
forecast
species-specific
demography.
We
used
novel
forecasting
framework
provide
climate-sensitive
projections
demography
five
monitoring
within
Northwest
Territories
(NWT),
Canada,
over
90
years.
Importantly,
we
quantify
uncertainty
around
forecasted
mean
values.
Our
results
suggest
suitability
may
increase
central
southwest
regions
NWT's
Taiga
Plains
ecozone
but
decrease
southern
northwestern
driven
conversion
coniferous
deciduous
forests.
do
not
project
that
population
growth
rates
will
despite
changes
suitability.
emphasize
importance
efforts
protect
restore
northern
climate
while
highlighting
expected
spatial
variations
are
important
considerations
local
people
who
rely
them.
An
ability
reproduce
previous
work,
critical
thought
when
incorporating
sources
uncertainty,
be
refine
forecasts,
derive
decisions,
improve
efficacy
species
at
risk.
Global Change Biology,
Journal Year:
2023,
Volume and Issue:
29(23), P. 6661 - 6678
Published: Sept. 26, 2023
The
contraction
of
species
range
is
one
the
most
significant
symptoms
biodiversity
loss
worldwide.
While
anthropogenic
activities
and
habitat
alteration
are
major
threats
for
several
species,
climate
change
should
also
be
considered.
For
at
risk,
differentiating
effects
human
disturbances
on
past
current
transformations
an
important
step
towards
improved
conservation
strategies.
We
paired
historical
maps
with
global
atmospheric
reanalyses
from
different
sources
to
assess
potential
recent
observed
northward
boreal
populations
woodland
caribou
(Rangifer
tarandus
caribou)
in
Quebec
(Canada)
since
1850.
quantified
these
by
highlighting
discrepancies
between
southern
limits
caribou's
(used
as
references)
reconstitutions
obtained
through
hindcasting
conditions
within
which
currently
found.
Hindcasted
moved
~105
km
north
over
time
under
all
reanalysis
datasets,
a
trend
drastically
~620
reported
differences
latitudinal
shift
hindcasted
distribution
suggest
that
recession
have
been
only
17%
what
has
1850
if
had
disturbance
driver.
This
relatively
limited
impact
reinforces
scientific
consensus
stating
mainly
caused
drivers
(i.e.
logging,
development
road
network,
agriculture,
urbanization)
modified
structure
composition
forest
160
years,
paving
way
habitat-mediated
apparent
competition
overharvesting.
Our
results
call
reconsideration
ranges
models
aiming
projecting
future
distributions,
especially
endangered
species.
Ecosphere,
Journal Year:
2023,
Volume and Issue:
14(7)
Published: July 1, 2023
Abstract
Conservation
strategies
for
imperiled
species
are
frequently
based
on
identifying
and
addressing
the
probable
causes
of
population
decline,
an
approach
known
as
declining
paradigm.
Causes,
however,
linked
to
demographic
outcomes
by
multiple
mechanisms,
failing
target
primary
mechanisms
can
reduce
effectiveness
efficiency
conservation
actions.
Increasingly,
also
need
consider
emerging
threats,
such
climate
change.
Here,
we
use
boreal
caribou
(
Rangifer
tarandus
),
a
threatened
ecotype
woodland
caribou,
case
study
illustrate
how
landscape
disturbance
change
each
exert
negative
effects
through
complex
mechanisms.
We
reviewed
extensive
literature
focused
identify
assess
relative
importance
putative
mechanism.
While
disturbance‐mediated
apparent
competition,
expansion
novel
predators,
altered
predator
behavior
appear
be
dictating
past
current
declines
has
increasing
potential
strong
direct
indirect
now
in
future.
Predicted
may
prevent
some
populations
from
regaining
self‐sustaining
status,
despite
local
Our
review
revealed
several
knowledge
gaps,
notably
lack
clarity
spatial
extent
undisturbed
habitat
required
stable.
used
our
demonstrate
mechanistic
understanding
decline
inform
habitat‐based
caribou.
For
residing
within
highly
disturbed
ranges,
restoration
is
key
recommendation
strategies,
yet
large
disturbances
will
require
prioritization
areas
restoration.
Maximizing
return‐on‐investment
mechanistically
informed
process
that
targets
actions
toward
underlying
decline.