Global-Scale Chlorophyll-A Monitoring for Inland Lake Water Quality Framework: Advancements, Machine Learning Models, and Transferability Challenges
Published: Jan. 1, 2025
Language: Английский
Extraction, Dynamics, and Driving Factors of Shallow Water Area in Hongze Lake Based on Landsat Imagery
N. Liu,
No information about this author
Jinhui Huang,
No information about this author
Dandan Xu
No information about this author
et al.
Remote Sensing,
Journal Year:
2025,
Volume and Issue:
17(7), P. 1128 - 1128
Published: March 21, 2025
The
dynamics
of
shallow
water
areas
inland
lakes
is
closely
related
to
the
regional
ecology
and
economy.
However,
it
still
a
challenge
extract
natural
area
for
using
satellite
images
due
their
rapid
changes
various
human
demands.
Therefore,
we
developed
new
remote
sensing-based
method
applied
in
Hongze
Lake
(one
largest
freshwater
China)
first
delineate
lake
from
SWIR1
band
Landsat
OLI
imagery
cold
spots
LISA
method,
then
distinguish
deep
G
hot
with
after
masking
out,
finally
extracting
by
aquatic
farms
out
farm
ridge
classification
NDWI
aggregating
points
ridges.
results
show
that
(1)
this
study
efficient
limited
effects
vegetation;
(2)
inflow
(upstream
supply
precipitation)
farms,
two
dominant
factors
temporal
area,
contributed
38.3%
(positively)
42.2%
(negatively)
decrease
during
2013–2022
Lake;
(3)
decreased
significantly
every
April
as
paddy
rice
withdrew
large
amount
irrigation
Lake.
Our
research
provides
approach
demonstrates
upstream
supply,
precipitation,
agriculture
demands
are
three
main
reasons
seasonal
variations
lakes.
Language: Английский
Retrieval of Total Suspended Matter Concentration Based on the Iterative Analysis of Multiple Equations: A Case Study of a Lake Taihu Image from the First Sustainable Development Goals Science Satellite’s Multispectral Imager for Inshore
Xueke Hu,
No information about this author
Jiaguo Li,
No information about this author
Yuan Sun
No information about this author
et al.
Remote Sensing,
Journal Year:
2024,
Volume and Issue:
16(8), P. 1385 - 1385
Published: April 14, 2024
Inland
waters
consist
of
multiple
concentrations
constituents,
and
solving
the
interference
problem
chlorophyll-a
colored
dissolved
organic
matter
(CDOM)
can
help
to
accurately
invert
total
suspended
concentration
(Ctsm).
In
this
study,
according
characteristics
Multispectral
Imager
for
Inshore
(MII)
equipped
with
first
Sustainable
Development
Goals
Science
Satellite
(SDGSAT-1),
an
iterative
inversion
model
was
established
based
on
analysis
linear
regression
estimate
Ctsm.
The
Hydrolight
radiative
transfer
used
simulate
process
Lake
Taihu,
it
analyzed
effect
three
component
remote
sensing
reflectance.
characteristic
band
combinations
B6/3
B6/5
were
determined
using
correlation
different
bands
combinations.
By
combining
two
models,
a
complete
closed
Ctsm
formed,
which
successfully
verified
by
modeling
data
(R2
=
0.97,
RMSE
4.89
g/m3,
MAPE
11.48%)
SDGSAT-1
MII
image
verification
0.87,
3.92
8.13%).
And
compared
models
constructed
other
feature
published
models.
Remote
monitoring
carried
out
images
Taihu
in
2022–2023.
This
study
serve
as
technical
reference
satellite
terms
Ctsm,
well
improving
water
environment.
Language: Английский
Changes Monitoring in Hongjiannao Lake from 1987-2023 using Google Earth Engine and Analysis of Climatic and Anthropogenic Forces
Physics and Chemistry of the Earth Parts A/B/C,
Journal Year:
2024,
Volume and Issue:
unknown, P. 103756 - 103756
Published: Oct. 1, 2024
Language: Английский
Water Quality and Pollution Source Apportionment Responses to Rainfall in Steppe Lake Estuaries: A Case Study of Hulun Lake in Northern China
Bingtao Hu,
No information about this author
Yuhong Liu,
No information about this author
Zhongsheng Wang
No information about this author
et al.
Published: Jan. 1, 2024
Language: Английский
The Derivation of Seawater Quality Criteria and Ecological Risk Assessment of Ahtn
Published: Jan. 1, 2024
Language: Английский
Effect of sponge city facilities on the exposure characteristics and ecological risks of antibiotics in urban inland lakes: A case study at Fuzhou, China
Chengfu Li,
No information about this author
Ligui Wu,
No information about this author
Xiaoming Zou
No information about this author
et al.
Environmental Science and Pollution Research,
Journal Year:
2024,
Volume and Issue:
31(47), P. 57645 - 57654
Published: Sept. 17, 2024
Language: Английский
Monitoring Salinity in Inner Mongolian Lakes Based on Sentinel-2 Images and Machine Learning
Ming Hua Deng,
No information about this author
Ronghua Ma,
No information about this author
Steven Loiselle
No information about this author
et al.
Remote Sensing,
Journal Year:
2024,
Volume and Issue:
16(20), P. 3881 - 3881
Published: Oct. 18, 2024
Salinity
is
an
essential
parameter
for
evaluating
water
quality
and
plays
a
crucial
role
in
maintaining
the
stability
of
lake
ecosystems,
particularly
arid
semi-arid
climates.
responds
to
changes
climate
human
activity,
with
significant
impacts
on
ecosystem
services.
In
this
study,
Sentinel-2A/B
Multi-Spectral
Instrument
(MSI)
images
quasi-synchronous
field
data
were
utilized
estimate
salinity
using
machine
learning
approaches
(i.e.,
XGB,
CNN,
DNN,
RFR).
Atmospheric
correction
MSI
was
tested
six
processors
(ACOLITE,
C2RCC,
POLYMER,
MUMM,
iCOR,
Sen2Cor).
The
most
accurate
model
atmospheric
method
found
be
extreme
gradient
boosting
tree
combined
ACOLITE
algorithm.
These
used
develop
(N
=
70,
mean
absolute
percentage
error
9.95%)
applied
eight
lakes
Inner
Mongolia
from
2016
2024.
Seasonal
interannual
variations
explored,
along
examination
potential
drivers
over
time.
Average
salinities
autumn
spring
higher
than
summer.
highest
observed
centers
tended
consistent
homogeneous.
Interannual
trends
evident
several
lakes,
influenced
by
evaporation
precipitation.
Climate
factors
primary
lakes.
Language: Английский
Water quality and pollution source apportionment responses to rainfall in steppe lake estuaries: A case study of Hulun Lake in northern China
Bingtao Hu,
No information about this author
Yuhong Liu,
No information about this author
Yixue Chen
No information about this author
et al.
Ecological Indicators,
Journal Year:
2024,
Volume and Issue:
168, P. 112791 - 112791
Published: Nov. 1, 2024
Language: Английский
Impact of inlet flow velocity on sediment reduction in pump station forebays
Physics of Fluids,
Journal Year:
2024,
Volume and Issue:
36(11)
Published: Nov. 1, 2024
Pump
stations
are
critical
for
effective
water
management
in
China,
particularly
sediment-laden
regions
such
as
Ningxia,
where
vortex
flow
patterns
forebays
result
sediment
deposition
and
diminished
operational
efficiency.
Through
this
research
endeavor,
numerical
simulations
engineering
measurements
were
employed
to
systematically
analyze
the
causes
of
adverse
induced
by
water-sediment
two-phase
a
sudden
expansion
pump
station
located
focusing
on
seven
cases
that
examined
behavior
concentration.
Results
indicate
forward
forebay,
inflow
velocity
at
diversion
channel
entrance
is
correlated
with
suspended
Compared
other
cases,
case
5
produces
smaller
has
minimal
impact
pattern
exhibits
lowest
Applying
Q-criterion
reveals
possesses
smallest
structure
volume.
Additionally,
quadratic
polynomial
relationship
between
inlet
efficiency
was
established,
further
confirming
accuracy
5.
At
an
1.065
m/s,
markedly
reduced
strength
decreased,
enabling
particles
escape,
thereby
enhancing
station.
This
study
offers
optimized
conditions
theoretical
guidance
high-sediment
regions.
Language: Английский