Integration of InSAR coherence and SAR backscatter increases accuracy of LULC mapping in tropical high-mountain ecosystems
Geocarto International,
Journal Year:
2025,
Volume and Issue:
40(1)
Published: Jan. 16, 2025
Páramos,
neotropical
high-mountain
biomes
of
the
northern
Andes,
are
increasingly
threatened
by
human
land
use
and
climate
change.
Accurate
use/land
cover
(LULC)
mapping
is
critical
for
monitoring
these
pressures.
However,
persistent
cloud
poses
substantial
challenges
optical
satellite
imagery.
This
study
leverages
multitemporal
Interferometry
SAR
(InSAR)
coherence
dual
polarimetric
backscatter
intensity
to
improve
LULC
accuracy
in
páramos
ecosystems.
Using
a
1-year
Sentinel-1
time
series
from
January
December
2019,
17
classes
were
mapped
across
17,000
hectares.
Results
demonstrate
that
integrating
increased
F1-Score
overall
9%
11%,
respectively,
compared
alone.
emphasizes
role
cloud-prone
regions.
Additionally,
this
underscores
utility
cloud-based
platforms
efficient
data
processing,
offering
scalable
approach
ecosystems
worldwide,
especially
inaccessible
heavy
precipitation
Language: Английский
Modelo de segmentación semántica de imágenes satelitales basado en redes neuronales convolucionales para la clasificación de cobertura de la tierra en páramos
Revista de Teledetección,
Journal Year:
2025,
Volume and Issue:
65
Published: Jan. 15, 2025
Los
ecosistemas
de
páramo
son
esenciales
para
la
regulación
hídrica
y
conservación
biodiversidad
en
zonas
montañosas.
Sin
embargo,
enfrentan
amenazas
significativas
debido
al
cambio
climático
actividades
humanas
como
agricultura,
ganadería
minería.
La
ausencia
una
delimitación
clara
sistemas
monitoreo
continuo
sus
coberturas
dificultan
su
protección
efectiva
resaltando
necesidad
emplear
técnicas
digitales
avanzadas
que
proporcionen
información
con
alta
exactitud
actualizada.
Las
redes
neuronales
convolucionales
(CNNs,
por
siglas
inglés)
se
han
posicionado
herramientas
prometedoras
segmentación
semántica
imágenes
satelitales.
Esta
investigación
buscó
evaluar
el
desempeño
dos
modelos
basados
arquitecturas
CNNs
U-Net++
DeepLabV3+
clasificar
las
tierra
complejo
páramos
Tota-Bijagual-Mamapacha
(TBM)
Colombia,
utilizando
Landsat
8
del
periodo
2017
a
2019
etiquetas
mapa
nacional
1:100
000
IDEAM
2018.
resultados
mostraron
alcanzó
un
kappa
0,60,
mientras
obtuvo
0,59.
En
páramo,
logró
valor
F1
78,43%
Herbazal
79,22%
Bosques,
75%
74,27%,
respectivamente,
confirmando
potencial
clasificación
estos
ecosistemas.
Aunque
ambos
presentaron
tiempos
procesamiento
similares,
desbalance
clases
dependencia
consistentes
afectaron
rendimiento
heterogéneas.
establece
base
metodológica
futuros
estudios
sugiere
abordar
estas
limitaciones
mejorar
eficiencia
temática
páramo.
Fire-sensitive and threatened plants in the Upper Paraguay River Basin, Brazil: Identifying priority areas for Integrated Fire Management and ecological restoration
Ecological Engineering,
Journal Year:
2024,
Volume and Issue:
209, P. 107411 - 107411
Published: Sept. 25, 2024
Language: Английский
Assessing the potential of nature-based solutions as sustainable land and water management strategies in the high tropical Andean páramo ecosystem
Kalina Fonseca,
No information about this author
Juan S. Acero Triana,
No information about this author
M. A. Gutiérrez
No information about this author
et al.
Journal of Environmental Management,
Journal Year:
2024,
Volume and Issue:
372, P. 123350 - 123350
Published: Nov. 19, 2024
Language: Английский
Modeling the Influence of Changes in the Edaphic Environment on the Ecosystem Valuation of the Zone of Influence of the Ozogoche and Atillo Lake Systems in Ecuador
Applied Sciences,
Journal Year:
2024,
Volume and Issue:
14(6), P. 2249 - 2249
Published: March 7, 2024
Ecosystem
valuation
(EV)
of
soil
resources
is
essential
for
understanding
changes
in
environmental
services
monetary
terms.
A
lack
this
information,
which
includes
economic
indices,
hinders
the
optimal
management
natural
resources.
This
study
evaluated
influence
edaphic
ecosystem
on
EV
zone
Ozogoche
and
Atillo
lake
systems
Ecuador.
The
classification
was
carried
out
through
spectral
indices
support
vector
machines
(SVMs),
determined
opportunity
costs
including
service
provisioning
indirect
use.
land
use
methods
were
performed
efficiently;
degradation
trend
constant.
Modified
Water
Difference
Index
most
efficient
extraction
water
bodies,
with
an
accuracy
91%.
SVMs
algorithm,
recognizing
coverage
general,
had
overall
85%.
adjustment
made
to
algorithm
improve
selection
hyperparameters
effective;
a
robust
architecture
terms
automation
achieved.
Between
2000
2020,
moorland,
wetland
degraded
by
19%,
2%
3.4%,
respectively.
In
2000,
as
function
avoided
CO2
content
USD
8.00
×
106;
2010
it
6.00
106
5.00
106,
Language: Английский
Water quality assessment methods of the highland Andean rivers: A scoping systematic review
Heliyon,
Journal Year:
2024,
Volume and Issue:
10(9), P. e30552 - e30552
Published: May 1, 2024
Water
is
a
resource
that
influences
sustainable
development
in
different
ways
social,
economic,
and
environmental
aspects,
being
the
Andes
major
provider
of
this
resource.
However,
they
have
been
affected
mainly
by
anthropogenic
activities
due
to
proximity
settlements
watersheds,
so
tend
more
significant
contamination,
their
evaluation
essential
mitigate
problems
for
those
who
consume
them.
despite
fundamental
one
main
contributors
water,
it
not
studied,
present
study
aims
determine
studies
based
on
water
quality
high
mountain
rivers
using
PRISMA
methodology
with
scoping
review
extension,
search
techniques,
inclusion
exclusion
criteria,
monitoring
tables,
order
maintain
line
research
attached
objective
study.
After
methodology,
ten
articles
were
obtained,
which
analyzed
after
bibliometric
analysis
features
interest,
such
as
countries
carried
out,
years
publication,
methodologies
used,
authors'
consensus.
High
Andean
rivers'
importance,
need
within
these
areas,
lack
suitable
indexes
unique
ecosystems
are
highlighted.
Language: Английский
ABIOTIC FACTORS AND LULC CHANGES AFFECTING THE DIVERSITY OF WILD SPECIES OF SOLANACEAE IN THE ECUADORIAN ANDES
Nativa,
Journal Year:
2024,
Volume and Issue:
12(2), P. 370 - 380
Published: June 6, 2024
ABSTRACT:
The
diversity
of
wild
species
Solanaceae
is
very
important
for
maintaining
ecosystem
resilience
and
food
security.
This
study
identified
the
abiotic
conditions
that
contribute
to
presence
main
changes
in
Land
Use
Cover
(LULC)
affect
their
conservation
Ecuadorian
Andes.
A
Multiple
correspondence
analysis
(MCA),
Hierarchical
Cluster
Analysis
LULC
change
were
performed
elucidate
proposed
objectives.
results
show
influence
factors
such
as
geographic
latitude
precipitation
have
on
been
observed
through
MCA;
a
lesser
extent,
but
just
important,
so
frosts
droughts.
Three
groups
also
this
study:
Group
1
(S.
olmosense)
located
southwest
country,
higher
temperatures
(16-22
°C),
average
rainfall
(1207
mm/year),
no
frost
medium
tolerance
droughts;
2
chilliasense
S.
albornozii)
south,
with
high
drought,
lower
(10-14
°C)
(1115
mm/year)
loam
soils;
finally,
3
albicans,
andreanum,
chomatophilum,
colombianum
minutifoliolum)
most
abundant,
distribution
center
north
under
wide
range
temperature
(2
22
(500-2000
tolerant
drought.
evidences
significant
decrease
(p<0.001)
5.1
km2/year
from
Grasslands
Forests
semi-natural
cultivated
areas,
artificial
territory,
bare
soils
pastures
three
groups.
Ecuador's
climate
variability
allows
Solanaceae,
which
are
affected
by
LULC,
it
necessary
take
concrete
actions
facilitate
potato
genetic
resource.
Keywords:
diversity;
Solanacea;
land
use;
cover.
Fatores
abióticos
e
alterações
afetando
diversidade
de
espécies
silvestres
nos
Andes
equatorianos
RESUMO:
é
muito
importante
para
manutenção
da
resiliência
dos
ecossistemas
segurança
alimentar.
Este
estudo
identificou
condições
abióticas
que
contribuem
presença
principais
mudanças
Uso
Cobertura
Terra
afetam
sua
conservação
equatorianos.
Uma
Análise
Correspondência
Múltipla
(ACM),
Agrupamento
Hierárquico
Mudanças
foram
realizadas
elucidar
os
objetivos
propostos.
Os
resultados
mostram
influência
fatores
como
geográfica
precipitação
têm
sobre
sido
observados
através
em
menor
grau,
mas
igualmente
importante,
assim
geadas
secas.
Três
grupos
também
identificados
neste
estudo;
Grupo
localizado
sudoeste
do
país,
temperaturas
mais
elevadas
média
mm/ano),
ausência
tolerância
secas;
ao
sul,
com
alta
secas,
baixas
mm/ano)
solos
francos;
finalmente,
o
abundante,
distribuição
centro
norte
sob
ampla
faixa
temperatura
tolerante
mudança
evidencia
uma
diminuição
significativa
(p<0,001)
5,1
km2/ano
Campos
Florestas
áreas
seminaturais
cultivadas,
território
artificial,
nus
pastagens
três
grupos.
variabilidade
climática
Equador
permite
na
são
afetadas
pela
por
isso
necessário
tomar
ações
concretas
facilitar
recurso
genético
batata.
Palavras-chave:
diversidade;
Solanaceae;
uso
solo;
cobertura
solo.
Language: Английский