A Study on Wavelet Transform-Based Inversion Method for Forest Leaf Area Index Retrieval
Forests,
Journal Year:
2025,
Volume and Issue:
16(5), P. 736 - 736
Published: April 25, 2025
Leaf
Area
Index
(LAI)
is
one
of
the
key
parameters
for
characterizing
leaf
density,
vegetation
growth
status,
and
canopy
structure.
Rapid,
objective,
accurate
acquisition
forest
LAI
great
significance
studying
ecosystems
forestry
production.
This
study
focuses
on
core
issue
accurately
segmenting
elements
from
background
in
hemispherical
photography
used
measurement,
with
a
particular
focus
meeting
real-time
requirements
embedded
platforms.
The
differences
grayscale
values
frequency
characteristics
between
regions,
trunk
sky
regions
images
were
leveraged
to
decompose,
process,
reconstruct
such
using
9/7
wavelet-based
transformation
method,
achieving
efficient
precise
segmentation
regions.
Effectively
addresses
overestimation
caused
by
traditional
threshold-based
methods.
Through
extraction
gap
fraction,
rapid
measurement
was
enabled.
Comparative
experimental
results
showed
that
proposed
inversion
method
exhibited
high
correlation
LAI-2200C
(r
=
0.847,
RMSE
0.431),
fully
verifying
its
accuracy
across
different
ecological
environments.
provides
strong
support
development
portable,
high-precision
devices
holds
practical
application
value
broad
prospects.
Language: Английский
Quantifying land surface changes to climatic and anthropogenic forcings by analyses of a time-series of remotely sensed images from 1936 to 2021 for a former dust bowl drought area in western Kansas, USA
Sowmya Revanna,
No information about this author
Steven L. Forman,
No information about this author
Liliana Marìn
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et al.
Remote Sensing Applications Society and Environment,
Journal Year:
2025,
Volume and Issue:
unknown, P. 101574 - 101574
Published: April 1, 2025
Language: Английский
Advancements in Monitoring Tree Phenology Under Global Change: A Comprehensive Review
Dalong Jiang,
No information about this author
Xu Zuo,
No information about this author
Tao Nie
No information about this author
et al.
Forests,
Journal Year:
2025,
Volume and Issue:
16(5), P. 771 - 771
Published: April 30, 2025
This
comprehensive
review
explores
recent
advancements
in
monitoring
tree
phenology
the
context
of
global
change.
As
climate
change
continues
to
alter
ecosystems
worldwide,
understanding
has
become
increasingly
crucial
for
predicting
ecological
responses
and
informing
conservation
strategies.
examines
traditional
ground-based
observation
methods,
highlights
their
strengths
limitations,
discusses
integration
modern
technologies
such
as
remote
sensing,
digital
cameras,
sensor
networks.
Special
attention
is
given
role
citizen
science
initiatives
expanding
phenological
data
collection.
also
addresses
challenges
posed
by
monitoring,
including
shifting
patterns
complexities.
Furthermore,
it
applications
research,
ecosystem
management,
biodiversity
conservation.
The
paper
concludes
identifying
future
directions
emerging
that
promise
revolutionize
emphasizing
need
interdisciplinary
collaboration
standardized
methodologies
enhance
our
a
rapidly
changing
world.
Language: Английский
Integrating UAV and Landsat data: A two-scale approach to topsoil moisture mapping in coastal wetlands
Ecological Informatics,
Journal Year:
2025,
Volume and Issue:
89, P. 103197 - 103197
Published: May 10, 2025
Language: Английский
An overview of global desertification control efforts: Key challenges and overarching solutions
Soil Use and Management,
Journal Year:
2024,
Volume and Issue:
40(4)
Published: Oct. 1, 2024
Abstract
Desertification
threatens
land
integrity,
social
stability,
and
sustainable
global
economic
development.
Between
1982
2015,
6%
of
the
world's
drylands
experienced
desertification
because
unsustainable
use
practices
exacerbated
by
anthropogenic
climate
change.
Despite
initiating
several
regional
projects
to
control
actively,
United
Nations
Convention
Combat
(UNCCD)
failed
achieve
its
restoration
goals.
Therefore,
this
paper
thoroughly
examines
primary
factors
contributing
desertification,
identifies
obstacles
impeding
efforts,
presents
effective
solutions
combat
pressing
issue.
Poor
policy
awareness
about
institutional
gaps,
cultural
barriers,
limited
access
credit
modern
technologies,
lack
standardization,
inconsistent
estimates
extent
were
main
constraints
hindering
efforts.
However,
implementing
crucial
approaches
could
effectively
address
challenge
desertification.
The
capacity
building,
education,
training
should
be
more
comprehensive
for
local
communities,
but
managers,
government
officials,
development
planners
part
this.
Local
indigenous
knowledge
integrated
with
scientific
get
a
better
harvest
against
Sustainable
management
enhance
soil
productivity
advanced
technology
(remote
sensing,
digital
maps,
machine
learning
data
mining)
help
standardize
procedures
accurately
assess
Different
can
stabilize
wind
water
erosion,
such
as
bio‐cementing
biocrust
formation.
Converting
degraded
areas
into
green
spaces
create
10
million
jobs
foster
economy
in
developing
countries.
Finally,
aspirant
targets
goals
(SDGs),
it
is
imperative
carry
out
research
on
utilizing
sound
investing
institutes
next
generation
researchers.
Language: Английский