International Journal of Applied Earth Observation and Geoinformation,
Journal Year:
2023,
Volume and Issue:
118, P. 103289 - 103289
Published: April 1, 2023
Land
cover
mapping
is
fundamental
for
national
and
international
agencies
to
monitor
forest
resources.
However,
monitoring
disturbances
by
direct
comparison
of
these
maps
poses
several
difficulties
challenges.
As
a
result,
different
methodologies
have
been
explored
detect
disturbances.
most
them
cannot
be
fully
integrated
with
land
map
production
since
they
require
additional
input
data,
while
others
are
not
suitable
small
parcels.
This
study
presents
methodology
that
fulfils
the
need
integrate
change
detection.
Specifically,
this
was
designed
complement
Sentinel-2-based
used
in
Galicia,
northwest
Spain,
region
characterized
parceling.
First,
two
previously
obtained
from
2019
2020
were
compared
identify
all
pixels
potential
changes
using
QGIS.
The
behavior
spectral
indexes
time
series
then
analyzed
which
identified
correspond
step
implemented
software
R.
Using
Normalized
Difference
Vegetation
Index
(NDVI)
it
an
overall
accuracy
82%,
considering
existence
varying
phenologies,
diverse
topographic
conditions,
areas
high
level
stand
fragmentation.
could
help
already
developed
their
own
easily
advance
integration
detection,
technique
can
applied
any
based
on
multitemporal
analysis
satellite
images,
without
data.
Forest Policy and Economics,
Journal Year:
2022,
Volume and Issue:
145, P. 102849 - 102849
Published: Oct. 6, 2022
Europe's
forest
provide
multiple
ecosystem
services
for
societies,
ranging
from
provisioning
(e.g.
wood)
and
regulating
climate
mitigation
biodiversity)
to
cultural
recreation)
services.
In
this
paper,
we
assess
the
state
prospects
of
provision
in
Europe,
introducing
new
data
European
collaborative
research
projects
SINCERE,
NOBEL
CLEARING
HOUSE,
combining
it
with
findings
literature.
We
identify
six
challenges
(1
an
insufficient
alignment
FES
supply
demand,
2
lacking
policy
integration,
3
ambiguous
conflicting
regulatory
frameworks,
4
a
lack
precise
information
on
demand
provision,
innovations
align
both,
5
increasing
pressure
adapt
change,
6
striking
diversity
constraining
level
solutions)
three
opportunities
increasingly
heterogenous
owner
objectives
potentially
matching
pluralistic
societal
demands,
diversifying
enterprises
levering
potential
forests
mitigate
change).
Subsequently,
introduce
four
distinct
but
complimentary
pathways
better
demand:
1
Better
monitoring
Enhanced
Payments
services,
Bottom-up
participation
learning
among
innovators.
conclude
by
emphasizing
momentum
that
EU
Green
Deal
unfolds
future
incentivise
Progress in Environmental Geography,
Journal Year:
2022,
Volume and Issue:
1(1-4), P. 58 - 83
Published: Aug. 12, 2022
Forests
are
increasingly
central
to
policies
and
initiatives
address
global
environmental
change.
Digital
technologies
have
become
crucial
components
of
these
projects
as
the
tools
systems
that
would
monitor
manage
forests
for
storing
carbon,
preserving
biodiversity,
providing
ecosystem
services.
Historically,
been
instrumental
in
forming
spaces
conservation,
extraction,
inhabitation.
build
on
previous
techniques
forest
management,
which
shaped
by
colonial
governance,
expert
science,
economic
growth.
However,
digital
achieving
can
also
extend,
transform,
disrupt
sedimented
practices.
This
article
asks
how
convergence
gives
rise
different
socio-technical
formations
modalities
“political
forests.”
Through
an
analysis
five
operations,
including
1)
observation,
2)
datafication,
3)
participation,
4)
automation,
5)
regulation
transformation,
we
investigate
co-constitution
forests,
technologies,
subjects,
social
life
creates
distinct
materializations
politics–and
cosmopolitics.
By
building
expanding
concept
cosmopolitics,
query
political
is
designated
through
it
might
be
reworked
generate
less
extractive
practices
relations
while
contributing
more
just
pluralistic
worlds.
Information Fusion,
Journal Year:
2024,
Volume and Issue:
108, P. 102369 - 102369
Published: March 22, 2024
Wildfires
have
emerged
as
one
of
the
most
destructive
natural
disasters
worldwide,
causing
catastrophic
losses.
These
losses
underscored
urgent
need
to
improve
public
knowledge
and
advance
existing
techniques
in
wildfire
management.
Recently,
use
Artificial
Intelligence
(AI)
wildfires,
propelled
by
integration
Unmanned
Aerial
Vehicles
(UAVs)
deep
learning
models,
has
created
an
unprecedented
momentum
implement
develop
more
effective
Although
survey
papers
explored
learning-based
approaches
wildfire,
drone
disaster
management,
risk
assessment,
a
comprehensive
review
emphasizing
application
AI-enabled
UAV
systems
investigating
role
methods
throughout
overall
workflow
multi-stage
including
pre-fire
(e.g.,
vision-based
vegetation
fuel
measurement),
active-fire
fire
growth
modeling),
post-fire
tasks
evacuation
planning)
is
notably
lacking.
This
synthesizes
integrates
state-of-the-science
reviews
research
at
nexus
observations
modeling,
AI,
UAVs
-
topics
forefront
advances
elucidating
AI
performing
monitoring
actuation
from
pre-fire,
through
stage,
To
this
aim,
we
provide
extensive
analysis
remote
sensing
with
particular
focus
on
advancements,
device
specifications,
sensor
technologies
relevant
We
also
examine
management
approaches,
monitoring,
prevention
strategies,
well
planning,
damage
operation
strategies.
Additionally,
summarize
wide
range
computer
vision
emphasis
Machine
Learning
(ML),
Reinforcement
(RL),
Deep
(DL)
algorithms
for
classification,
segmentation,
detection,
tasks.
Ultimately,
underscore
substantial
advancement
modeling
cutting-edge
UAV-based
data,
providing
novel
insights
enhanced
predictive
capabilities
understand
dynamic
behavior.
Forests,
Journal Year:
2022,
Volume and Issue:
13(4), P. 498 - 498
Published: March 23, 2022
The
increasing
importance
of
forest
ecosystems
for
human
society
and
planetary
health
is
widely
recognized,
the
advancement
data
collection
technologies
enables
new
integrated
ways
monitoring.
Therefore,
target
this
paper
to
propose
a
framework
design
digital
twin
(FDT)
that,
by
integrating
different
state
variables
at
both
tree
levels,
creates
virtual
copy
forest.
integration
these
sets
could
be
used
scientific
purposes,
reporting
status
forests,
ultimately
implementing
sustainable
management
practices
on
basis
use
cases
that
specific
implementation
would
underpin.
Achieving
such
outcomes
requires
twinning
single
trees
as
core
element
FDT
recording
physical
biotic
near
environment
via
real–virtual
sockets.
Following
nested
approach,
twinned
related
physiological
processes
are
then
part
broader
entire
realized
capturing
scale
from
sources
remote
sensing
flux
towers.
Ultimately,
unlock
economic
value
ecosystem
services,
should
implement
distributed
ledger-based
blockchain
smart
contracts
ensure
highest
transparency,
reliability,
thoroughness
transactions
sharpen
risk
with
final
goal
improve
capital
flow
towards
management.
Frontiers in Marine Science,
Journal Year:
2023,
Volume and Issue:
10
Published: Nov. 20, 2023
Mangrove
forests
in
the
Gulf
Cooperation
Council
(GCC)
countries
are
facing
multiple
threats
from
natural
and
anthropogenic-driven
land
use
change
stressors,
contributing
to
altered
ecosystem
conditions.
Remote
sensing
tools
can
be
used
monitor
mangroves,
measure
mangrove
forest-and-tree-level
attributes
vegetation
indices
at
different
spatial
temporal
scales
that
allow
a
detailed
comprehensive
understanding
of
these
important
ecosystems.
Using
systematic
literature
approach,
we
reviewed
58
remote
sensing-based
assessment
articles
published
2010
through
2022.
The
main
objectives
study
were
examine
extent
distribution
cover,
remotely
sensed
data
sources
assess
forest/tree
attributes.
key
importance
mangroves
specific
region
also
examined.
cover
mainly
estimated
satellite
images
(75.2%),
using
NDVI
(Normalized
Difference
Vegetation
Index)
derived
Landsat
(73.3%),
IKONOS
(15%),
Sentinel
(11.7%),
WorldView
(10%),
QuickBird
(8.3%),
SPOT-5
(6.7%),
MODIS
(5%)
others
such
as
PlanetScope.
Remotely
aerial
photographs/images
LiDAR
(Light
Detection
Ranging)
UAV
(Unmanned
Aerial
Vehicles)/Drones
(3.3%)
least
used.
decreased
Saudi
Arabia,
Oman,
Bahrain,
Kuwait
between
1996
2020.
However,
increased
appreciably
Qatar
remained
relatively
stable
for
United
Arab
Emirates
(UAE)
over
same
period,
which
was
attributed
government
conservation
initiatives
toward
expanding
afforestation
restoration
direct
seeding
seedling
planting.
reported
country-level
results
varied
studies
due
lack
standardized
methodology,
differences
imagery
resolution
classification
approaches
There
is
need
UAV-LiDAR
ground
truthing
validate
country-and-local-level
data.
Urban
development-driven
coastal
reclamation
pollution,
climate
change-driven
temperature
sea
level
rise,
drought
hypersalinity
extreme
evaporation
serious
Thus,
encourage
prioritization
schemes
support
achievement
related
UN
Sustainable
Development
Goals
(13
action,
14
life
below
water,
15
on
land)
GCC
countries.
Heliyon,
Journal Year:
2023,
Volume and Issue:
9(10), P. e20275 - e20275
Published: Sept. 22, 2023
Soundscape
ecology
is
a
promising
area
that
studies
landscape
patterns
based
on
their
acoustic
composition.
It
focuses
the
distribution
of
biotic
and
abiotic
sounds
at
different
frequencies
attribute
relationship
said
with
ecosystem
health
metrics
indicators
(e.g.,
species
richness,
biodiversity,
vectors
structural
change,
gradients
vegetation
cover,
connectivity,
temporal
spatial
characteristics).
To
conduct
such
studies,
researchers
analyze
recordings
from
Acoustic
Recording
Units
(ARUs).
The
increasing
use
ARUs
capacity
to
record
hours
audio
for
months
time
have
created
need
automatic
processing
methods
reduce
consumption,
correlate
variables
implicit
in
recordings,
extract
features,
characterize
sound
related
attributes.
Consequently,
traditional
machine
learning
been
commonly
used
process
data
characteristics
soundscapes,
mainly
presence–absence
species.
In
addition,
it
has
employed
call
segmentation,
identification,
source
clustering.
However,
some
authors
highlight
importance
new
approaches
unsupervised
deep
improve
results
diversify
assessed
this
paper,
we
present
systematic
review
field
ecoacoustics
processing.
includes
recent
trends,
as
semi-supervised
methods.
Moreover,
maintains
format
found
reviewed
papers.
First,
describe
papers
analyzed,
configuration,
study
sites
where
datasets
were
collected.
Then,
provide
an
ecological
justification
relates
monitoring
features.
Subsequently,
explain
followed
assess
various
show
trend
towards
label-free
can
large
volumes
gathered
years.
Finally,
discuss
adopt
approach
other
biological
dimensions
landscapes.
AMBIO,
Journal Year:
2024,
Volume and Issue:
53(6), P. 845 - 870
Published: April 20, 2024
Abstract
This
perspective
emerged
from
ongoing
dialogue
among
ecologists
initiated
by
a
virtual
workshop
in
2021.
A
transdisciplinary
group
of
researchers
and
practitioners
conclude
that
urban
ecology
as
science
can
better
contribute
to
positive
futures
focusing
on
relationships,
rather
than
prioritizing
structures.
Insights
other
relational
disciplines,
such
political
ecology,
governance,
design,
conservation
also
contribute.
Relationality
is
especially
powerful
given
the
need
rapidly
adapt
changing
social
biophysical
drivers
global
systems.
These
unprecedented
dynamics
are
understood
through
lens
traditional
structural
questions.
We
use
three
kinds
coproduction—of
social-ecological
world,
science,
actionable
knowledge—to
identify
key
processes
coproduction
within
places.
Connectivity
crucial
ecology.
Eight
themes
emerge
joint
explorations
paper
point
toward
action
for
improving
life
environment
futures.
Environment and Planning D Society and Space,
Journal Year:
2024,
Volume and Issue:
42(2), P. 254 - 274
Published: Feb. 16, 2024
Forests
are
zones
of
multiple
temporalities.
They
keep
time
and
constituted
through
time-keeping
practices.
Digital
technologies
environmental
monitoring
management
increasingly
organise
forest
This
article
considers
how
emerging
techno-temporalities
measure,
pace,
transform
worlds
while
reproducing
reconfiguring
longer
durations
colonial
capitalist
technologies.
We
draw
together
scholarship
on
political
forests,
digital
media
temporalities,
anti-colonial
Indigenous
thinking
to
analyse
the
politics
that
materialise
shape
what
pasts,
presents,
futures
senseable
possible.
In
particular,
we
trace
socio-technical
production
‘real-time’
as
a
temporal
register
experiencing,
knowing,
governing
environments.
Analysing
real-time
deforestation
alert
system
in
Amazon,
consider
these
temporalities
valorise
immediate,
continuous
data
can
be
mobilised
for
understanding
protecting
simultaneously
glossing
over
durational
framings
forests
rely
dispossession,
extraction,
enclosure.
The
second
half
turns
futurisms
artistic
socio-political
uses
platforms
rework
By
analysing
sometimes
contradictory
suggest
practices
interventions
challenge
dominant
timelines
their
inequities
pluralistic
redistributive
configurations
temporality,
land,
sovereignty.
Environmental Politics,
Journal Year:
2022,
Volume and Issue:
32(3), P. 485 - 510
Published: July 20, 2022
Digital
technologies
are
increasingly
influencing
forest
landscape
restoration
practices
worldwide.
We
investigate
how
digital
platforms
specifically
reconfigure
practices,
resources,
and
policy
across
scales.
By
analyzing
platforms,
we
identify
four
drivers
of
technological
developments,
including:
scientific
expertise
to
optimize
decisions;
capacity
building
through
networks;
tree-planting
markets
operate
supply
chains;
community
participation
foster
co-creation.
Our
analysis
shows
developments
transform
by
producing
techniques,
remaking
networks,
creating
markets,
reorganizing
participation.
These
transformations
often
involve
power
imbalances
regarding
expertise,
finance,
politics
the
Global
North
South.
However,
distributed
qualities
systems
can
also
create
alternative
ways
undertaking
actions.
propose
that
for
should
not
be
understood
as
neutral
tools
but
rather
power-laden
processes
create,
perpetuate,
or
counteract
social
environmental
inequalities.