Fish Tracking, Counting, and Behaviour Analysis in Digital Aquaculture: A Comprehensive Survey
Reviews in Aquaculture,
Journal Year:
2025,
Volume and Issue:
17(1)
Published: Jan. 1, 2025
ABSTRACT
Digital
aquaculture
leverages
advanced
technologies
and
data‐driven
methods,
providing
substantial
benefits
over
traditional
practices.
This
article
presents
a
comprehensive
review
of
three
interconnected
digital
tasks,
namely,
fish
tracking,
counting,
behaviour
analysis,
using
novel
unified
approach.
Unlike
previous
reviews
which
focused
on
single
modalities
or
individual
we
analyse
vision‐based
(i.e.,
image‐
video‐based),
acoustic‐based,
biosensor‐based
methods
across
all
tasks.
We
examine
their
advantages,
limitations,
applications,
highlighting
recent
advancements
identifying
critical
cross‐cutting
research
gaps.
The
also
includes
emerging
ideas
such
as
applying
multitask
learning
large
language
models
to
address
various
aspects
monitoring,
an
approach
not
previously
explored
in
literature.
identify
the
major
obstacles
hindering
progress
this
field,
including
scarcity
datasets
lack
evaluation
standards.
To
overcome
current
explore
potential
multimodal
data
fusion
deep
improve
accuracy,
robustness,
efficiency
integrated
monitoring
systems.
In
addition,
provide
summary
existing
available
for
analysis.
holistic
perspective
offers
roadmap
future
research,
emphasizing
need
standards
facilitate
meaningful
comparisons
between
promote
practical
implementations
real‐world
settings.
Language: Английский
Role of body size and habitat complexity in the diet of the invasive Micropterus salmoides (Lacépède): optimal foraging theory matters
Biological Invasions,
Journal Year:
2025,
Volume and Issue:
27(1)
Published: Jan. 1, 2025
Language: Английский
Resource competition explains rare cannibalism in the wild in livebearing fishes
Ecology and Evolution,
Journal Year:
2022,
Volume and Issue:
12(5)
Published: May 1, 2022
Abstract
Cannibalism,
the
act
of
preying
on
and
consuming
a
conspecific,
is
taxonomically
widespread,
putatively
important
in
wild,
particularly
teleost
fishes.
Nonetheless,
most
studies
cannibalism
fishes
have
been
performed
laboratory.
Here,
we
test
four
predictions
for
evolution
by
conducting
one
largest
assessments
wild
to
date
coupled
with
mesocosm
experiment.
Focusing
mosquitofishes
guppies,
examined
17
species
(11,946
individuals)
across
189
populations
spanning
both
native
invasive
ranges
including
disparate
types
habitats.
We
found
be
quite
rare
wild:
showed
no
evidence
cannibalism,
prevalence
was
typically
less
than
5%
within
when
it
occurred.
Most
victims
were
juveniles
(94%;
only
half
these
appeared
newborn
offspring),
remaining
6%
being
adult
males.
Females
exhibited
more
males,
but
this
partially
explained
their
larger
body
size,
suggesting
greater
energetic
requirements
reproduction
likely
play
role
as
well.
that
dispersal‐limited
environments
had
lower
higher
conspecific
densities,
intense
resource
competition
drives
cannibalistic
behavior.
Supporting
conclusion,
our
experiment
revealed
increased
density
levels
not
associated
juvenile
or
strongly
influenced
predation
risk.
suggest
livebearing
because
conspecifics
energetically
costly
becomes
worth
effort
other
food
intense.
Due
artificially
reduced
cost
capturing
confined
spaces,
captive
settings
can
much
frequent.
Language: Английский
Effect of single-generation domestication of pikeperch on the performance of the offspring in conventional and pond recirculation aquaculture system
Géza Péter,
No information about this author
Jovanka Lukić,
No information about this author
Zsuzsanna Brlás-Molnár
No information about this author
et al.
Aquaculture Reports,
Journal Year:
2023,
Volume and Issue:
32, P. 101702 - 101702
Published: Aug. 25, 2023
Pikeperch
aquaculture
technologies
have
significantly
improved,
yet
knowledge
regarding
the
adaptation
of
pikeperch
to
captivity
is
very
scarce.
This
study
aimed
evaluate
survival,
growth,
stress
response,
and
immune
system
function
F2
generation
subjected
pond
nursing
–
Recirculating
Aquaculture
System
(RAS)
dry
feed
adaptation,
with
either
RAS
or
grow-out.
in
this
research
originated
from
broodstock
reared
during
grow-out,
while
F1
wild
breeders.
Critical
points
fish
growth
were
analyzed,
including
transport
pond-nursed
juveniles
at
42
DPH,
habituation
(42–52
DPH)
post-habituation
(52–64
phase,
as
well
on-grow/grow-out
(64–154
phase.
Our
results
showed
better
survival
comparison
However,
was
superior
conventional
Nevertheless,
habituation,
inferior,
both
terms
fish.
Stress
immunological
marker
analysis
revealed
higher
sensitivity,
accompanied
by
stronger
activation,
F1.
manifested
cortisol
immunoglobulin
response
after
moving
one
another.
Hypothetically,
might
induced
phase
RAS,
control
microbial
grow-out
environment
a
load,
such
pond.
On
other
hand,
according
same
hypothesis,
cleaner
weaker
would
be
an
advantage,
since
these
are
expected
richer
intestinal
microbiota
that
eventually
support
food
digestion
growth.
Assumed
selection
shaping
farming
been
discussed.
Language: Английский
Cannibalism, self-cannibalism and autotomy in the non-indigenous nudibranch Godiva quadricolor
Rendiconti lincei. Scienze fisiche e naturali,
Journal Year:
2023,
Volume and Issue:
34(2), P. 647 - 651
Published: April 17, 2023
Language: Английский
Cannibalism in Eurasian otters (Lutra lutra)
River Research and Applications,
Journal Year:
2024,
Volume and Issue:
40(8), P. 1617 - 1620
Published: May 22, 2024
Abstract
The
Eurasian
otter,
Lutra
lutra
,
faced
adversity
in
Europe
the
1950s
and
1960s
due
to
hunting,
declining
fish
populations
American
mink
invasion.
Slow
recovery
since
1970s
led
a
‘Near
Threatened’
IUCN
Red
List
status,
but
recent
pollution,
fishing
pressure
habitat
loss
caused
slight
population
declines.
Otters,
known
for
aquatic
habits,
are
mainly
piscivorous
exhibit
solitaire
or
social
behaviours.
Infanticide
with
parent‐offspring
cannibalism
has
been
previously
reported
otter
species,
although
suggested,
it
not
documented
before.
This
study
presents
first
case
of
among
free‐living
otters
observed
northern
Norway.
Some
authors
described
as
an
opportunistic
resource‐efficient
behaviour
several
mammal
offering
benefits
like
weight
gain
reduced
competition,
challenging
view
adverse
health
effects.
Factors
leading
include
ecological
changes,
resource
competition
other
species
global
warming
overfishing
practices
contributing
increased
competition.
Further
studies
will
be
vital
answering
intriguing
questions
about
implications
conservation.
Language: Английский
Interactions Between Non‐Native Western Mosquitofish and Native Bluegill Sunfish: Mesocosm Experiments
Jessica E. Rettig,
No information about this author
Elizabeth P. Tristano,
No information about this author
Anthony C. Burger
No information about this author
et al.
Ecology and Evolution,
Journal Year:
2024,
Volume and Issue:
14(11)
Published: Oct. 30, 2024
Aquatic
ecosystems
are
often
negatively
affected
by
invasive
species.
However,
biotic
resistance
native
species,
either
competition
or
predation,
can
reduce
the
impacts
of
invasions
non-native
The
Western
Mosquitofish
(
Language: Английский