Forests,
Journal Year:
2024,
Volume and Issue:
15(11), P. 1881 - 1881
Published: Oct. 25, 2024
A
probabilistic
estimation
model
for
forest
biomass
using
unmanned
aerial
vehicle
(UAV)
photography
was
developed.
We
utilized
a
machine-learning-based
object
detection
algorithm,
mask
region-based
convolutional
neural
network
(Mask
R-CNN),
to
detect
trees
in
photographs.
Subsequently,
Bayesian
regression
used
calibrate
the
based
on
an
allometric
estimated
crown
diameter
(CD)
obtained
from
photographs
and
analyzed
at
breast
height
(DBH)
data
acquired
through
terrestrial
laser
scanning.
The
F1
score
of
Mask
R-CNN
individual
tree
0.927.
Moreover,
CD
acceptable
(rRMSE
=
10.17%).
Accordingly,
DBH
successfully
calibrated
regression.
predictive
distribution
accurately
predicted
validation
data,
with
98.6%
56.7%
being
within
95%
50%
prediction
intervals,
respectively.
Furthermore,
uncertainty
more
practical
reliable
compared
traditional
ordinary
least
squares
(OLS).
Our
can
be
applied
estimate
level.
Particularly,
approach
this
study
provides
benefit
risk
assessments.
Additionally,
since
workflow
is
not
interfered
by
canopy,
it
effectively
dense
canopy
conditions.
The Innovation Geoscience,
Journal Year:
2023,
Volume and Issue:
1(1), P. 100015 - 100015
Published: Jan. 1, 2023
<p>The
sustainability
of
life
on
Earth
is
under
increasing
threat
due
to
human-induced
climate
change.
This
perilous
change
in
the
Earth's
caused
by
increases
carbon
dioxide
and
other
greenhouse
gases
atmosphere,
primarily
emissions
associated
with
burning
fossil
fuels.
Over
next
two
three
decades,
effects
change,
such
as
heatwaves,
wildfires,
droughts,
storms,
floods,
are
expected
worsen,
posing
greater
risks
human
health
global
stability.
These
trends
call
for
implementation
mitigation
adaptation
strategies.
Pollution
environmental
degradation
exacerbate
existing
problems
make
people
nature
more
susceptible
In
this
review,
we
examine
current
state
from
different
perspectives.
We
summarize
evidence
Earth’s
spheres,
discuss
emission
pathways
drivers
analyze
impact
health.
also
explore
strategies
highlight
key
challenges
reversing
adapting
change.</p>
Abstract
The
European
Union
(EU)
set
clear
climate
change
mitigation
targets
to
reach
neutrality,
accounting
for
forests
and
their
woody
biomass
resources.
We
investigated
the
consequences
of
increased
harvest
demands
resulting
from
EU
targets.
analysed
impacts
on
national
policy
objectives
forest
ecosystem
services
biodiversity
through
empirical
simulation
multi-objective
optimization
methods.
show
that
key
timber-producing
countries
–
Finland,
Sweden,
Germany
(Bavaria)
cannot
fulfil
linked
ambitious
1.5°C
target.
Potentials
increase
only
exists
in
studied
region
Norway.
However,
focusing
conflicts
with
several
policies
causes
adverse
effects
multiple
biodiversity.
argue
role
timber
resources
achieving
societal
decarbonization
should
not
be
overstated.
Our
study
provides
insight
other
challenged
by
conflicting
supports
policymakers.
Current Landscape Ecology Reports,
Journal Year:
2023,
Volume and Issue:
8(3), P. 103 - 118
Published: April 19, 2023
Abstract
Purpose
of
Review
Boreal
forests
provide
a
wide
range
ecosystem
services
that
are
important
to
society.
The
boreal
biome
is
experiencing
the
highest
rates
warming
on
planet
and
increasing
demand
for
forest
products.
Here,
we
review
how
changes
in
climate
its
associated
extreme
events
(e.g.,
windstorms)
putting
at
risk
capacity
these
continue
providing
services.
We
further
analyze
role
management
increase
resilience
combined
effects
change
events.
Recent
Findings
Enhancing
recently
gained
lot
interest
from
theoretical
perspective.
Yet,
it
remains
unclear
translate
knowledge
into
practice
operationalize
maintain
functions
under
changing
global
conditions.
identify
summarize
main
approaches
(natural
disturbance
emulation,
landscape
functional
zoning,
complex
network,
climate-smart
forestry)
can
promote
resilience.
Summary
concept
sciences,
may
put
risk,
alleviate
or
such
risks.
found
increased
temperatures
having
negative
impacts
forests.
Then,
discuss
could
enhance
multifunctionality
(simultaneous
provision
high
levels
multiple
species
habitats).
Finally,
complementary
strengths
individual
report
challenges
implement
them
practice.
Ecological Modelling,
Journal Year:
2024,
Volume and Issue:
491, P. 110694 - 110694
Published: March 26, 2024
Boreal
forests
are
often
managed
to
maximize
wood
production,
but
other
goals,
among
which
climate
change
mitigation,
increasingly
important.
Hence,
it
is
necessary
examine
synergies
and
trade-offs
between
forest
production
its
potential
for
carbon
sequestration
mitigation
in
stands.
To
this
aim,
we
develop
a
novel
mass-balanced
process-based
compartmental
model
that
allows
following
the
path
from
photosynthetic
fixation
until
return
atmosphere
by
autotrophic
or
heterotrophic
respiration,
being
burnt
as
product.
Following
system
account
how
long
ecosystems
products
retain
away
(i.e.,
transit
time).
As
example,
apply
four
management
scenarios,
i.e.,
mixed-aged
pine,
even-aged
spruce,
mixed
forest,
contrast
metrics
of
performance
relative
sequestration,
potential.
While
at
end
an
80
yr
rotation
held
up
31%
more
than
was
superior
during
almost
entire
when
factoring
retention
time
atmosphere,
terms
Importantly,
scenarios
amount
stored
not
necessarily
most
beneficial
atmosphere.
These
results
underline
importance
considering
evaluating
options
mitigation.
Agricultural and Forest Meteorology,
Journal Year:
2024,
Volume and Issue:
351, P. 110016 - 110016
Published: April 22, 2024
Wildfire
is
one
of
the
most
important
disturbances
affecting
boreal
forests.
Most
previous
research
on
forest
fires
has
occurred
in
North
American
forests
which
have
different
fire
regimes,
tree
species
and
are
less
intensively
managed
than
their
Eurasian
counterparts.
Recent
extreme
years
highlighted
vulnerability
Nordic
to
climatic
shifts
that
increasing
frequency
severity.
The
Ljusdal
(2018)
was
largest
wildfires
recorded
history
Sweden.
We
established
eddy
covariance
flux
towers
track
impacts
this
carbon
balance
two
Pinus
sylvestris
sites
subject
severities
management
strategies
1–4
post-fire.
'SLM'
site
a
mature
stand
experienced
low-severity
(trees
survived)
followed
by
salvage-logging
reseeding,
whilst
'HY'
10
old
when
it
high-severity
(all
trees
killed)
then
replanted
with
seedlings.
During
study
period,
both
were
net
sources
at
annual
scale.
It
took
up
4
after
until
first
day
CO2
uptake
each
site.
estimated
will
take
13
(8,
21;
mean
±
95
%
confidence
intervals)
reach
neutral
balance.
32
(19,
53)
HY
46
(31,
70)
SLM
offset
lost
during
salvage-logging.
In
addition,
our
measurements
showed
more
emitted
compared
from
combustion
fire.
Quantifying
fluxes
initial
therefore
crucial
for
estimating
impact
wildfire
budget
Forest Ecosystems,
Journal Year:
2024,
Volume and Issue:
11, P. 100231 - 100231
Published: Jan. 1, 2024
Climate
change
and
forest
management
are
recognized
as
pivotal
factors
influencing
ecosystem
services
thus
multifunctionality.
However,
the
magnitude
relative
importance
of
climate
effects
on
multifunctionality
remain
unclear,
especially
for
natural
mixed
forests.
In
this
study,
our
objective
is
to
address
gap
by
utilizing
simulations
climate-sensitive
transition
matrix
growth
models
based
national
inventory
plot
data.
We
evaluated
seven
scenarios
(combinations
various
cutting
methods
intensities)
future
provision
in
conifer-broad-leaved
forests
northeastern
China,
under
four
(SSP1-2.6,
SSP2-4.5,
SSP5-8.5,
constant
climate).
Provisioning,
regulating,
cultural,
supporting
were
described
timber
production,
carbon
storage,
sequestration,
tree
species
diversity,
deadwood
volume,
number
large
living
trees.
Our
findings
indicated
that
production
was
significantly
influenced
scenarios,
while
trees
impacted
both
separately.
Carbon
storage
sequestration
notably
interaction
management.
These
emphasized
profound
impact
services,
outweighing
alone.
found
no
single
scenario
maximized
all
six
service
indicators.
The
upper
story
thinning
5%
intensity
with
5-year
interval
(UST5)
strategy
emerged
highest
multifunctionality,
surpassing
lowest
values
more
than
20%
across
scenarios.
conclusion,
results
underlined
potential
a
decision
support
tool
provided
recommendations
long-term
strategies
multifunctional
context.
Ecosystem
could
be
enhanced
implementing
appropriate
measures
amidst
changing
climate.
Earth s Future,
Journal Year:
2025,
Volume and Issue:
13(2)
Published: Feb. 1, 2025
Abstract
European
forests
are
being
shaped
by
active
human
use
and
management,
harvesting
of
wood
in
particular.
Yet,
our
understanding
how
harvested
across
Europe
is
limited,
as
the
real
harvest
regimes
not
well
described
currently
available
data.
Here,
we
analyse
recent
harvests,
observed
permanent
plots
forest
inventories
11
countries,
totaling
to
182,649
covering
all
major
types.
We
(a)
characterize
through
frequency
intensity
events
spatially
Europe,
(b)
build
models
for
probability
at
plot‐level
examine
links
potential
drivers
harvest,
including
pre‐harvest
structure
composition,
climatic,
topographic
socio‐economic
factors,
past
natural
disturbances.
The
results
revealed
notable
variation
ranging
from
high‐frequency
low‐intensity
harvests
eastern
Central
low‐frequency
high‐intensity
north,
with
different
strategies
emerging
regions
similar
total
rates.
were
strongly
driven
country‐level
variation,
emphasizing
role
national‐level
factors.
Pre‐harvest
properties
important
whereas
was
more
related
factors
presented
quantification
provides
much
needed
detail
contemporary
management
practices
providing
a
baseline
against
which
assess
future
changes
strengthening
knowledge‐base
decision‐making
on
level.
Land,
Journal Year:
2025,
Volume and Issue:
14(2), P. 417 - 417
Published: Feb. 17, 2025
Mountains
support
many
kinds
of
ecosystem
services
(ESs)
for
human
beings,
emphasizing
the
need
to
understand
characteristics
and
drivers
ES
changes
in
mountainous
regions.
In
this
study,
Nanling,
most
significant
mountains
southern
China,
was
selected
as
a
case
study.
Utilizing
GlobeLand30
dataset,
we
employed
InVEST,
Geodetector
MGWR
identify
spatio-temporal
changes,
investigate
trade-offs
synergies
between
ESs,
examine
relationship
ESs
landscape
ecological
risk
index
(LERI)
provide
new
perspective
management
vulnerable
mountain
The
results
showed
that
carbon
storage
(CS)
habitat
quality
(HQ)
slightly
decreased,
while
water
yield
(WY)
increased
slightly.
Soil
conservation
(SC)
significantly
but
total
(TES)
increased.
All
bundles
demonstrated
synergistic
relationship,
exhibited
decreasing
trend.
study
area
were
mainly
affected
by
climate
factors,
anthropogenic
factors
also
had
impact
on
ESs.
LERI
negative
correlation
with
provision
high
explanatory
power
especially
CS,
HQ
TES,
suggesting
areas
more
stable
patterns
are
likely
harbor
greater
levels
insights
into
analysis
change
areas,
providing
practical
implications
introducing
driver
change.