2022 IEEE Aerospace Conference (AERO),
Journal Year:
2022,
Volume and Issue:
unknown, P. 1 - 19
Published: March 5, 2022
A
critical
gap
in
planetary
observations
has
been
situ
characterization
of
extra-terrestrial,
present-day
atmospheric
and
surface
environments
activity.
While
some
activity
observed
meteorological
measurements
have
collected
by
auxiliary
instruments
on
Mars,
existing
information
is
insufficient
to
conclusively
characterize
the
natural
processes
via
concurrent
high-resolution
measurement
environmental
drivers
Thus,
many
atmospheric,
aeolian,
other
models
-
which
are
used
generate
key
constraints
science
exploration
areas
investigation-such
as
exposure/erosion
estimates,
landscape
interpretation,
modeling
dust
storm
development-remain
untested
under
non-Earth
conditions.
Analogous
terrestrial
often
studied
intensively
numerical
that
integrates
empirical
results
from
laboratory
and/or
field
studies
process-response
interactions
between
atmosphere
relevant
landforms.
Incorporation
such
into
model
development
significantly
advanced
our
understanding
atmosphere-surface
related
geomorphic
Earth,
poised
do
so
planets.
However,
date,
testing
refinement
not
possible
environments,
partially
because
investigations
this
sort
require
new
technologies,
mission
architectures,
operations
designs
(e.g.,
different
large
rovers
focused
geochemical
investigations)
fully
address
gaps
while
keeping
cost
risk
low.
Fortunately,
technological
developments
access,
instrumentation,
onboard
processing/memory
now
enable
small
spacecraft
accommodate
aeolian
instrumentation
could
collect
needed
fill
remaining
within
typical
resource
budgets.
Furthermore,
maturity
broader
geologic
context
Mars
provides
a
ready
framework
for
ingestion
discrete
ground
truth
multi-scale
martian
systems
processes.
These
advancements
make
addressing
questions
with
novel
concepts
feasible,
promising
would
advance
extraterrestrial
surface-atmosphere
interactions.
This
summary
follows
community-generated
white
paper
ongoing
Planetary
Science/Astrobiology
Decadal
Survey,
concept
at
JPL,
numerous
JPL
community
discussions.
Nature Geoscience,
Journal Year:
2024,
Volume and Issue:
17(7), P. 608 - 616
Published: June 10, 2024
Abstract
The
present-day
water
cycle
on
Mars
has
implications
for
habitability
and
future
human
exploration.
Water
ice
clouds
vapour
have
been
detected
above
the
Tharsis
volcanic
province,
suggesting
active
exchange
of
between
regolith
atmosphere.
Here
we
report
observational
evidence
extensive
transient
morning
frost
deposits
calderas
volcanoes
(Olympus,
Arsia
Ascraeus
Montes,
Ceraunius
Tholus)
using
high-resolution
colour
images
from
Colour
Stereo
Surface
Imaging
System
board
European
Space
Agency’s
Trace
Gas
Orbiter.
bluish
appear
caldera
floor
rim
in
during
colder
Martian
seasons
but
are
not
present
by
afternoon.
presence
is
supported
spectral
observations,
as
well
independent
imagery
Express
orbiter.
Climate
model
simulations
further
suggest
that
early-morning
surface
temperatures
at
high
altitudes
volcano
sufficiently
low
to
support
daily
condensation
water—but
CO
2
—frost.
Given
unlikely
seasonal
nature
outgassing,
observed
atmospheric
origin,
implying
role
microclimate
local
formation
a
contribution
broader
cycle.
Remote Sensing,
Journal Year:
2022,
Volume and Issue:
14(10), P. 2403 - 2403
Published: May 17, 2022
Many
discoveries
of
active
surface
processes
on
Mars
have
been
made
due
to
the
availability
repeat
high-resolution
images
from
High
Resolution
Imaging
Science
Experiment
(HiRISE)
onboard
Reconnaissance
Orbiter.
HiRISE
stereo
are
used
make
digital
terrain
models
(DTMs)
and
orthorectified
(orthoimages).
DTMs
orthoimage
time
series
crucial
for
advancing
study
such
as
recurring
slope
lineae,
dune
migration,
gully
activity,
polar
processes.
We
describe
process
making
DTMs,
series,
DTM
mosaics,
difference
specifically
using
ISIS/SOCET
Set
workflow.
produced
at
a
1
2
m
ground
sample
distance,
with
corresponding
estimated
vertical
precision
tens
cm
∼1
m,
respectively.
To
date,
more
than
6000
pairs
acquired
by
and,
these,
800
2700
orthoimages
available
public
via
Planetary
Data
System.
The
intended
audiences
this
paper
producers,
well
users,
orthoimages.
discuss
factors
that
determine
effective
resolution,
quality,
precision,
accuracy
provide
examples
their
use
in
analyses
Mars.
Journal of Geophysical Research Planets,
Journal Year:
2021,
Volume and Issue:
126(8)
Published: July 3, 2021
Abstract
Mars
exhibits
diverse
surface
changes
at
all
latitudes
and
seasons.
Active
processes
include
impact
cratering,
aeolian
sand
dust
transport,
a
variety
of
slope
processes,
in
polar
ices,
effects
seasonal
CO
2
frost.
The
extent
change
has
been
surprising
indicates
that
the
present
climate
is
capable
reshaping
surface.
Activity
important
implications
for
Amazonian
history
Mars:
understanding
necessary
step
before
we
can
understand
their
variations
over
time.
Icarus,
Journal Year:
2023,
Volume and Issue:
419, P. 115795 - 115795
Published: Sept. 16, 2023
The
Mars
Reconnaissance
Orbiter
has
been
orbiting
since
2006
and
acquired
>80,000
HiRISE
images
with
sub-meter
resolution,
contributing
to
over
2000
peer-reviewed
publications,
provided
the
data
needed
enable
safe
surface
landings
in
key
locations
by
several
rovers
or
landers.
This
paper
describes
changes
science
planning,
processing,
analysis
tools
initial
Primary
Science
Phase
2006–2008.
These
affect
used
requested
community
how
they
should
interpret
data.
There
have
a
variety
of
complications
dataset
years,
such
as
gaps
monitoring
due
spacecraft
instrument
issues
special
events
like
arrival
new
landers
on
global
dust
storms.
optics
performed
well
except
for
period
when
temperature
uniformity
was
perturbed,
reducing
resolution
some
images.
focal
plane
system
now
12
rather
than
14
operational
detectors.
first
failure
(2011)
unit
at
edge
swath
width,
image
width
10%
creating
gap.
recent
(2023)
middle
swath.
An
unusual
problem
analog-to-digital
conversion
signal
(resulting
erroneous
data)
worsened
time;
mitigation
steps
so
far
preserved
full-resolution
imaging
all
functional
Soon,
will
be
narrowed
subset
detectors
there
more
2
×
binned
We
describe
lessons
received
future
very
high-resolution
orbital
imaging.
continue
invite
interested
people
suggest
targets
via
HiWish,
explore
easy-to-use
publicly
available
Remote Sensing,
Journal Year:
2025,
Volume and Issue:
17(3), P. 368 - 368
Published: Jan. 22, 2025
The
Curiosity
rover,
from
NASA’s
Mars
Science
Laboratory
(MSL),
has
climbed
nearly
740
m
its
landing
location
at
−4500.971
in
Gale
Crater
to
a
reached
on
sol
3967
the
slopes
of
Mt.
Sharp
−3765.27
m.
We
examine
atmospheric
pressure,
surface
and
temperatures,
relative
humidity,
water
vapor
volume
mixing
ratios
measurements
made
by
Rover
Environmental
Monitoring
Station
(REMS),
taken
along
trajectory
traveled
over
sols
spanning
late
MY31
mid-MY37,
an
interannual
scale.
results
help
us
understand
Martian
meteorology
inside
Crater.
pressure
temperature
changes
caused
elevation
variation
rover
show
impact
altitude
change
dynamics.
Regarding
rover’s
locations
for
MY32
MY36,
detailed
comparative
analysis
full
diurnal
cycle
is
performed
solstices
equinoxes.
These
scenarios
are
examined
using
REMS
Regional
Atmospheric
Modeling
System
(MRAMS)
data.
compare
MRAMS
data
evaluate
their
concordance.
present,
first
time,
hypothesis
existence
cold
pool
phenomenon,
which
also
occurs
Earth,
based
Journal of Geophysical Research Planets,
Journal Year:
2023,
Volume and Issue:
128(5)
Published: May 1, 2023
Abstract
We
utilize
SuperCam's
Mars
microphone
to
provide
information
on
wind
speed
and
turbulence
at
high
frequencies
Mars.
To
do
so,
we
first
demonstrate
the
sensitivity
of
signal
level
speed,
yielding
a
power
law
dependence.
then
show
relationship
between
pressure,
air
ground
temperatures.
A
calibration
function
is
constructed
using
Gaussian
process
regression
(a
machine
learning
technique)
taking
temperature
as
inputs
produce
an
estimate
speed.
This
provides
rate
Mars,
with
sample
every
0.01
s.
As
result,
determine
fast
fluctuations
Jezero
crater
which
highlights
nature
gusts
over
Martian
day.
analyze
turbulent
behavior
this
estimate,
calculate
its
normalized
standard
deviation,
known
gustiness.
characterize
frequency
intensity
crater,
correlations
are
shown
evaluated
gustiness
statistic
pressure
drop
rates/sizes,
energy
fluxes.
has
implications
for
future
atmospheric
models
into
account
finest
scales.
Icarus,
Journal Year:
2022,
Volume and Issue:
379, P. 114946 - 114946
Published: Feb. 23, 2022
In
this
paper
we
presented
the
results
of
laboratory
experiments
dealing
with
sliding
desiccated
sand
on
inclined
surfaces
cometary
analogs.
The
were
performed
in
a
vacuum,
using
porous
mixtures
water
ice
and
quartz
sand.
inclination
angle
samples
was
about
10
degrees
lower
than
repose
angle.
possible
when
mobility
coefficient
defined
as
ratio
forces
unity
i.e.
layer
whole
not
fluidized.
observed
effect
due
to
rolling,
or
grains
present
surface.
It
is
important,
that
process
can
be
caused
by
sublimation
underlying
despite
its
relatively
low
volatility.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,
Journal Year:
2023,
Volume and Issue:
16, P. 1728 - 1739
Published: Jan. 1, 2023
Repeated
high-resolution
imaging
has
revealed
current
mass
wasting
in
the
form
of
ice
block
falls
at
steep
scarps
Mars.
However,
both
accuracy
and
efficiency
ice-fragments'
detection
are
limited
when
using
conventional
computer
vision
methods.
Existing
deep
learning
methods
suffer
from
problem
shadow
interference
indistinguishability
between
classes.
To
address
these
issues,
we
proposed
a
learning-driven
change
model
that
focuses
on
regions
interest.
A
convolutional
neural
network
simultaneously
analyzed
bitemporal
images,
i.e.,
pre-
postdetach
images.
An
augmented
attention
module
was
integrated
order
to
suppress
irrelevant
such
as
shadows
while
highlighting
detached
ice-fragments.
combination
dice
loss
focal
introduced
deal
with
issue
imbalanced
classes
hard,
misclassified
samples.
Our
method
showed
true
positive
rate
84.2%
false
discovery
16.9%.
Regarding
shape
detections,
pixel-based
evaluation
balanced
85%
an
F1
score
73.2%
for
This
last
reflected
difficulty
delineating
exact
boundaries
some
events
by
human
machine.
Compared
five
state-of-the-art
methods,
our
can
achieve
higher
surpass
other
excluding
changed
shadows.
Assessing
detections
ice-fragments
help
previously
detected
corresponding
changes
demonstrated
capability
robustness
model.
Furthermore,
good
performance
quick
processing
speed
developed
allow
us
efficiently
study
large-scale
areas,
which
is
important
step
estimating
ongoing
studying
evolution
martian
polar
scarps.