Research on Intelligent Data Mining Technology Based on Geographic Information System
Published: Feb. 27, 2025
Geographic
Information
Systems
(GIS),
as
a
key
means
of
managing,
storing,
and
analyzing
spatial
information,
have
attracted
much
attention
in
the
field
GIS
due
to
rapid
development
big
data
intelligent
technology.
This
article
elaborates
on
mining
process
based
information
collection,
storage,
processing,
analysis,
supplemented
by
practical
application
cases,
including
urban
traffic
flow
research,
transportation
system
design,
commercial
network
layout
optimization,
demonstrate
its
broad
prospects
applications.
summarizes
how
technology
can
improve
efficiency
accuracy
work,
predicts
future
smart
cities,
environmental
monitoring,
planning,
providing
theoretical
basis
for
deep
integration
Language: Английский
Un-planned urban growth monitoring from 1991 to 2021 of Aizawl city, north-east India by multi-temporal changes and CA-ANN model
Imanuel Lawmchullova,
No information about this author
Jonathan Lalrinawma,
No information about this author
Lal Rinkimi
No information about this author
et al.
Environmental Earth Sciences,
Journal Year:
2025,
Volume and Issue:
84(9)
Published: April 25, 2025
Language: Английский
Prioritization of sub-watersheds in Tuirial river basin through geo-environment integration and morphometric parameters
Imanuel Lawmchullova,
No information about this author
Ch. Udaya Bhaskara Rao,
No information about this author
Lal Rinkimi
No information about this author
et al.
Arabian Journal of Geosciences,
Journal Year:
2024,
Volume and Issue:
17(7)
Published: July 1, 2024
Language: Английский
Dam Siltation in the Mediterranean Region Under Climate Change: A Case Study of Ahmed El Hansali Dam, Morocco
Water,
Journal Year:
2024,
Volume and Issue:
16(21), P. 3108 - 3108
Published: Oct. 30, 2024
Dams
are
vital
for
irrigation,
power
generation,
and
domestic
water
needs,
but
siltation
poses
a
significant
challenge,
especially
in
areas
prone
to
erosion,
potentially
shortening
dam’s
lifespan.
The
Ahmed
El
Hansali
Dam
Morocco
faces
heightened
due
its
upstream
region
being
susceptible
erosion-prone
rocks
high
runoff.
This
study
estimates
the
at
dam
from
construction
up
2014
using
bathymetric
data
Brown
model,
which
is
widely-used
empirical
model
that
calculates
reservoir
trap
efficiency.
Additionally,
evaluates
impact
of
Land
Use
Cover
(LULC)
changes
projected
future
rainfall
until
around
2076
based
on
rates.
results
indicate
LULC,
particularly
temporal
variations
precipitation,
have
dam.
Notably,
strongly
correlated
with
rate,
an
R2
0.92.
efficiency
sediment
trapping
(TE)
97.64%,
meaning
97.64%
catchment
area
trapped
or
deposited
bottom
estimated
annual
specific
yield
about
32,345.79
tons/km2/yr,
accumulation
rate
approximately
4.75
Mm3/yr.
half-life
be
2076,
precipitation
projections
may
extend
this
timeframe
strong
correlation
between
precipitation.
soil
erosion
driven
by
land
management
practices
plays
crucial
role
dynamics.
Hence,
offers
comprehensive
assessment
dynamics
dam,
providing
essential
information
long-term
effects
use
changes,
climate
projections.
These
findings
assist
decision
makers
managing
sedimentation
more
effectively,
ensuring
durability
extending
life.
Language: Английский
Delineation of groundwater potential zones in the hilly topographic region of Serchhip, Mizoram, using Geospatial and analytical hierarchy process
Joseph Lalngaihawma,
No information about this author
Imanuel Lawmchullova,
No information about this author
Benjamin L. Saitluanga
No information about this author
et al.
Journal of Applied and Natural Science,
Journal Year:
2024,
Volume and Issue:
16(2), P. 623 - 636
Published: June 19, 2024
Groundwater
is
the
most
important
source
of
freshwater
next
to
surface
water.
Delineation
groundwater
potential
critically
essential,
particularly
in
hilly
complex
topographic
regions,
where
water
dries
up
during
dry
season.
The
present
study
aimed
delineate
areas
address
issue
scarcity
Serchhip
district,
Mizoram.
integration
different
thematic
layers
such
as
lithology,
Normalized
Difference
Vegetation
Index
(NDVI),
rainfall,
slope,
soil
texture,
geomorphology,
drainage
density,
lineament
density
and
Topographic
Wetness
(TWI),
zone
was
prepared
by
Analytical
Hierarchy
Process
(AHP)
method.
zones
(GWPZ)
were
classified
into
five:
poor,
fair,
moderate,
good,
excellent.
revealed
that
moderate-good
occupied
about
79.27
%
(1126.77
km2),
fair
covered
an
area
9.52
(135.3
km²),
while
poor
only
5.30
(75.3
km²)
out
total
(1421.5
km2).
demarcation
Serchhip,
Mizoram,
served
combat
mountainous
areas.
amalgamation
geospatial
data
AHP
methodologies
offered
pivotal
insights
for
sustainable
management
resources,
facilitating
informed
decision-making
conservation
endeavours
amidst
challenges
posed
climate
fluctuations
population
expansion.
Language: Английский
Trend analysis of rainfall (1984-2023) of Tlawng River basin of Mizoram, India using Man-Kendall test
Imanuel Lawmchullova,
No information about this author
Lal Rinkimi,
No information about this author
Ch. Udaya Bhaskara Rao
No information about this author
et al.
Journal of Agrometeorology,
Journal Year:
2024,
Volume and Issue:
26(3), P. 391 - 394
Published: Sept. 1, 2024
Language: Английский
Applicability of Geospatial tools for long-term sediment deposit analysis including its methods of reclamations. A case study of Ganga River Basin, India.
Research Square (Research Square),
Journal Year:
2024,
Volume and Issue:
unknown
Published: Sept. 2, 2024
Abstract
The
River
Ganga
and
its
tributaries
are
important
water
resources
for
North
India.
It
has
own
ecosystem
also
creates
a
unique
biodiversity
around
vicinity.
In
the
past
few
decades,
it
been
found
that
huge
sediment
deposits
in
basin
tributaries.
flow
area
of
these
rivers
is
reduced
during
flooding,
inundates
large
agriculture
urban
areas.
caused
economic
loss
along
with
human
death
&
displacement.
A
study
was
conducted
to
estimate
sedimentation
rate
areas
river
systems.
Various
scientific
methods
such
as
surface
modelling,
satellite
imagery
interpretation
techniques
have
used.
result
obtained
by
indicates
continuous
rise
deposition
occurring
after
year
ninety
seventy-five
more
than
thirty
percent
natural
channels
under
threat.
highly
affected
due
intervention,
especially
downstream
part
basin.
Ignoring
activities
may
create
environmental,
socio-economical
tragedy
those
living
method
developed
findings,
study,
useful
estimating
long-term
assessment
policy
development
studies.
Language: Английский
Morphometric analysis of the Middle Tuirial watershed, Mizoram, India and its significance for soil loss risk
Imanuel Lawmchullova,
No information about this author
Ch Lalrinkimi,
No information about this author
Bhaskara Udaya
No information about this author
et al.
Science Vision,
Journal Year:
2024,
Volume and Issue:
24(1), P. 12 - 23
Published: April 19, 2024
This
study
aims
to
highlight
the
quantitative
analysis
of
Middle
Tuirial
watershed
in
Mizoram,
India
and
its
significance
for
soil
loss
risk.
In
addition
understanding
landscape
evolution
hydrological
characteristics
river
basin,
it
is
crucial
implement
appropriate
water
conservation
practices,
reduce
further
erosion
risk
basin.
Linear,
areal
relief
aspects
morphometric
parameters
were
analyzed
using
a
survey
topographical
maps,
advanced
land
observing
satellite
(ALOS)
phased
array
type
L-band
synthetic
aperture
radar
(PALSAR)
digital
elevation
model
(DEM),
geographic
information
system
(GIS).
The
reveals
high
drainage
density
5.22
km/km2
stream
frequency
10.58
km2,
which
denotes
basin
exhibits
surface
run-off
with
low
groundwater
recharge.
addition,
has
0.6
form
factor,
0.3
elongated
ratio
0.43
circularity
indicating
highly
shape
Furthermore,
hypsometric
integral
values
0.48
an
s-curve
show
attained
mature
stage
evolution.
Language: Английский