Journal of Marine Science and Engineering,
Journal Year:
2015,
Volume and Issue:
3(4), P. 1227 - 1243
Published: Oct. 15, 2015
Domestication
is
a
long
and
endless
process
during
which
animals
become,
generations
after
generations,
more
adapted
to
both
captive
conditions
humans.
Compared
land
animals,
domestication
of
fish
species
has
started
recently.
This
implies
that
most
farmed
marine
have
only
changed
slightly
from
their
wild
counterparts,
production
based
partly
or
completely
on
inputs.
In
the
past
decades,
global
increased
tremendously,
particularly
since
1990s,
reach
than
2.2
million
tons
in
2013.
Among
100
listed
FAO’s
database
2013,
35
are
no
longer
produced,
six
higher
100,000
tons.
The
top
ten
accounted
for
nearly
90%
production.
future
growth
sustainability
mariculture
will
depend
our
ability
domesticate
(i.e.,
control
life
cycle
captivity)
currently
new
species.
Food Chemistry X,
Journal Year:
2024,
Volume and Issue:
22, P. 101309 - 101309
Published: March 19, 2024
The
increasing
global
population
drives
a
rising
demand
for
food,
particularly
fish
as
preferred
protein
source,
straining
capture
fisheries.
Overfishing
has
depleted
wild
stocks,
emphasizing
the
need
advanced
aquaculture
technologies.
Unlike
agriculture,
not
seen
substantial
technological
advancements.
Artificial
Intelligence
(AI)
tools
like
Internet
of
Things
(IoT),
machine
learning,
cameras,
and
algorithms
offer
solutions
to
reduce
human
intervention,
enhance
productivity,
monitor
health,
feed
optimization,
water
resource
management.
However,
challenges
such
data
collection,
standardization,
model
accuracy,
interpretability,
integration
with
existing
systems
persist.
This
review
explores
adoption
AI
techniques
advance
industry
bridge
gap
between
food
supply
demand.
Reviews in Aquaculture,
Journal Year:
2018,
Volume and Issue:
11(3), P. 697 - 724
Published: May 17, 2018
Abstract
Fish
sperm
motility
is
nowadays
considered
the
best
biomarker
for
quality
of
fish
spermatozoa,
and
motion
parameters
from
more
than
300
species
have
been
reported
in
1500
scientific
articles
covering
a
wide
range
topics,
molecular
biology
to
ecology.
The
most
studied
topics
(i)
storage
(involving
both
use
chilled‐storage
protocols
short‐term
periods
cryopreservation
techniques
long‐term
storage),
(ii)
physiology
(fathom
spermatozoa
activation
process
whole
propulsion
machinery
cells)
(iii)
broodstock
management
(covering
aspects
such
as
rearing
conditions,
dietary
requirements
or
hormonal
induction
treatments).
In
addition,
other
aquaculture
ecological
(iv)
knowledge
breeding
cycle
species,
(v)
phenomenon
competition
(vi)
ecotoxicological
studies
evaluation
aquatic
environments,
also
approached
performance.
Therefore,
assessment
can
serve
potential
tool
purposes,
key
fundamental
applied
research.
This
review
gives
an
overview
major
research
areas
which
has
successfully.
PLoS ONE,
Journal Year:
2014,
Volume and Issue:
9(5), P. e96818 - e96818
Published: May 12, 2014
Inherited
gene
transcripts
deposited
in
oocytes
direct
early
embryonic
development
all
vertebrates,
but
transcript
profiles
indicative
of
embryo
developmental
competence
have
not
previously
been
identified.
We
employed
artificial
intelligence
to
model
maternal
ovary
expression
and
their
relationship
egg
quality,
evaluated
as
production
viable
mid-blastula
stage
embryos,
the
striped
bass
(Morone
saxatilis),
a
farmed
species
with
serious
quality
problems.
In
models
developed
using
neural
networks
(ANNs)
supervised
machine
learning,
collective
changes
limited
suite
genes
(233)
representing
<2%
queried
transcriptome
explained
>90%
eventual
variance
survival.
Egg
related
minor
(<0.2-fold),
most
individual
making
small
contribution
(<1%)
overall
prediction
quality.
These
findings
indicate
that
predictive
power
regards
resides
levels
genes,
rather
collective,
coordinated
constituting
transcriptomic
"fingerprint".
Correlation
analyses
corresponding
candidate
indicated
dysfunction
ubiquitin-26S
proteasome,
COP9
signalosome,
subsequent
control
cell
cycle
engenders
incompetence.
The
affected
are
centrally
involved
regulation
including
humans.
By
assessing
relevant
ovarian
via
ANNs
we
were
able,
for
first
time
any
vertebrate,
accurately
predict
potential
eggs
from
females.
Our
results
show
fingerprint
evidencing
is
highly
of,
therefore
likely
regulate,
biologically
complex
trait
crucial
reproductive
fitness.
Reproduction Fertility and Development,
Journal Year:
2018,
Volume and Issue:
30(6), P. 820 - 820
Published: Jan. 1, 2018
Although
a
relatively
high
number
of
sperm
quality
biomarkers
have
been
reported
over
the
years
in
several
fish
species,
motility
is
nowadays
considered
best
biomarker
for
spermatozoa.
The
first
scientific
reports
focusing
on
date
from
century
ago,
but
objective
assessment
allowed
by
computer-aided
analysis
(CASA-Mot)
systems
was
not
applied
to
species
until
mid-1980s.
Since
then,
kinetic
parameters
more
than
170
700
articles,
covering
wide
range
topics,
such
as
physiology,
storage,
broodstock
management,
phenomenon
competition,
ecotoxicology
and
understanding
life
cycle
species.
provided
CASA-Mot
can
serve
powerful
useful
tools
aquaculture
ecological
purposes,
this
review
provides
an
overview
major
research
areas
which
system
has
used
successfully.
