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Earthobservation

Earth observation is the collection, analysis, and interpretation of information about the Earth's surface, atmosphere, and oceans using remote sensing technologies. This includes data gathered from satellites, aircraft, and ground-based sensors, often integrated with in situ measurements, weather observations, and geospatial information systems to monitor change over time.

Sensors used in Earth observation include optical imaging in visible and near-infrared bands, multispectral and hyperspectral

Applications span environmental monitoring, agriculture, forestry, water resources, urban planning, disaster management, climate research, and public

Benefits are balanced by challenges, including limitations from cloud cover in optical data, varying spatial and

sensors,
and
radar
instruments
such
as
synthetic
aperture
radar
(SAR).
Lidar
and
altimeters
measure
surface
elevation
and
height.
Data
are
produced
by
national
space
agencies
and
international
programs,
such
as
Landsat
(USGS/NASA),
Sentinel
under
the
Copernicus
program
(ESA),
and
NASA
MODIS,
as
well
as
commercial
satellite
and
air-borne
campaigns.
health.
Open
access
to
many
datasets
has
accelerated
research
and
decision
making;
examples
include
Landsat
data
and
Copernicus
Open
Access
Hub,
which
provide
long-term
archives
for
free
or
low-cost
use.
temporal
resolutions,
processing
demands,
data
volume,
and
privacy
concerns.
The
field
has
evolved
with
higher-resolution
sensors,
more
frequent
revisits,
and
advances
in
machine
learning
for
image
interpretation,
while
governance
emphasizes
international
collaboration
and
standardized
data
formats.