Agriculture,
Journal Year:
2025,
Volume and Issue:
15(11), P. 1157 - 1157
Published: May 28, 2025
Big
data
approaches
are
rapidly
expanding
across
many
fields
of
science
and
seeing
increasing
application,
yet
the
use
big
in
research
related
to
invasive
species
lags.
can
play
a
key
role
predicting,
detecting,
preventing,
controlling,
eradicating
biological
invasions.
Here,
we
assess
terms
literature
data,
invasions,
agriculture
review
sources
including
museum
records,
crowdsourcing
observations,
natural
history
collections,
DNA-based
information.
These
be
combined
with
environmental
build
models,
predict
origins
species,
develop
control
methods.
To
harness
power
for
agricultural
several
action
areas
recommended
streamline
processes
improve
sources.
New Phytologist,
Journal Year:
2024,
Volume and Issue:
244(2), P. 719 - 733
Published: Aug. 16, 2024
Summary
More
than
15%
of
all
vascular
plant
species
may
remain
scientifically
undescribed,
and
many
the
>
350
000
described
have
no
or
few
geographic
records
documenting
their
distribution.
Identifying
understanding
taxonomic
knowledge
shortfalls
is
key
to
prioritising
future
collection
conservation
efforts.
Using
extensive
data
for
343
523
time‐to‐event
analyses,
we
conducted
multiple
tests
related
shortfalls,
identified
33
global
diversity
darkspots
(those
‘botanical
countries’
predicted
contain
most
undescribed
not
yet
recorded
species).
We
defined
priority
regions
according
several
socio‐economic
environmental
scenarios.
Most
are
found
within
biodiversity
hotspots,
with
exception
New
Guinea.
identify
Colombia,
Myanmar,
Guinea,
Peru,
Philippines
Turkey
as
priorities
under
conditions
considered.
Our
study
provides
a
flexible
framework
help
accelerate
documentation
implementation
actions.
As
digitisation
world's
herbaria
progresses,
soon
be
identifiable
at
finer
scales.
Diversity,
Journal Year:
2025,
Volume and Issue:
17(2), P. 111 - 111
Published: Feb. 3, 2025
Predation
is
a
fundamental
ecological
process
that
shapes
marine
ecosystem
dynamics.
This
study
reveals
novel
predator–prey
interaction
between
the
giant
Caribbean
sea
anemone
Condylactis
gigantea
and
two
jellyfish
species
Cassiopea
sp.
Aurelia
sp.,
challenging
traditional
understanding
of
feeding
habits.
Observations
from
citizen
science
platforms
field
recordings
documented
C.
successfully
capturing
consuming
these
gelatinous
organisms.
The
research
highlights
trophic
plasticity
gigantea,
demonstrating
its
ability
to
prey
on
larger
organisms
beyond
traditionally
known
diet.
predation
event
represents
possible
benthic–pelagic
coupling
mechanism
underscores
value
in
rare
interactions.
BioScience,
Journal Year:
2023,
Volume and Issue:
73(7), P. 533 - 541
Published: July 1, 2023
Abstract
The
iNaturalist
platform
generates
millions
of
research-grade
biodiversity
records
via
a
system
in
which
users
collectively
reach
consensus
on
taxonomic
identification.
In
the
present
article,
we
examine
how
identifiers
and
their
efforts,
an
understudied
component
platform,
support
data
generation.
Identification
is
keeping
pace
with
rapid
growth
observations,
assisted
by
small
subset
highly
active
who
tend
to
be
taxonomically
specialized.
Identifier
experience
primary
determinant
whether
research
grade,
time
it
takes
do
so.
Time
grade
has
fallen
rapidly
growing
identification
effort
use
computer
vision,
identifications
are
generally
stable.
Most
observations
vetted
experienced
identifiers,
although
not
free
biases.
We
close
providing
suggestions
for
enhanced
quality
continuing
steps
enhance
equitable
credit
trust
across
ecosystem
observers,
users.
Scientific Data,
Journal Year:
2023,
Volume and Issue:
10(1)
Published: Nov. 2, 2023
Species
occurrence
data
are
foundational
for
research,
conservation,
and
science
communication,
but
the
limited
availability
accessibility
of
reliable
represents
a
major
obstacle,
particularly
insects,
which
face
mounting
pressures.
We
present
BeeBDC,
new
R
package,
global
bee
dataset
to
address
this
issue.
combined
>18.3
million
records
from
multiple
public
repositories
(GBIF,
SCAN,
iDigBio,
USGS,
ALA)
smaller
datasets,
then
standardised,
flagged,
deduplicated,
cleaned
using
reproducible
BeeBDC
R-workflow.
Specifically,
we
harmonised
species
names
(following
established
taxonomy),
country
names,
collection
dates
and,
added
record-level
flags
series
potential
quality
issues.
These
provided
in
two
formats,
"cleaned"
"flagged-but-uncleaned".
The
package
with
online
documentation
provides
end
users
ability
modify
filtering
parameters
their
research
questions.
By
publishing
workflows
globally
can
increase
reliability
downstream
analyses.
This
workflow
be
implemented
other
taxa
support
conservation.
Biological Conservation,
Journal Year:
2024,
Volume and Issue:
290, P. 110455 - 110455
Published: Jan. 25, 2024
Understanding
and
reversing
biodiversity
decline
in
the
Anthropocene
requires
robust
data
on
species
taxonomic
identity,
distribution,
ecology,
population
trends.
Data
deficits
hinder
assessments
conservation,
despite
major
advances
over
past
few
decades,
our
understanding
of
bee
diversity,
distribution
Europe
is
still
hampered
by
such
shortfalls.
Using
a
unique
digital
dataset
wild
occurrence
we
identify
seven
critical
shortfalls
which
are
an
absence
knowledge
geographic
distributions,
(functional)
trait
variation,
dynamics,
evolutionary
relationships,
biotic
interactions,
tolerance
to
abiotic
conditions.
We
describe
"BeeFall,"
interactive
online
Shiny
app
tool,
visualizes
these
highlights
missing
data.
also
define
new
impediment,
Keartonian
Impediment,
addresses
high-quality
situ
photos
illustrations
with
diagnostic
characteristics
directly
affects
outlined
Shortfalls
highly
correlated
at
both
provincial
national
scales,
identifying
key
areas
where
gaps
can
be
filled.
This
work
provides
important
first
step
towards
long-term
goal
mobilize
aggregate
European
into
multi-scale,
easy
access,
shareable,
updatable
database
inform
research,
practice,
policy
actions
for
conservation
bees.
Plants People Planet,
Journal Year:
2025,
Volume and Issue:
unknown
Published: March 16, 2025
Societal
Impact
Statement
Citizen
science
data
are
increasingly
used
in
research
and
conservation,
so
assessing
improving
accuracy
is
important.
We
recruited
50
experts
to
review
a
dataset
of
Western
Australian
plant
records
from
iNaturalist.
Across
three
weeks,
almost
11,000
received
at
least
one
identification.
Of
the
7,000
initially
identified
species
level,
92%
were
correctly
identified.
Building
these
banks
expert‐curated
images
crucial
for
biodiverse
regions
with
many
endemic
threatened
species,
without
comprehensive
Flora,
as
reliably‐identified
occurrence
that
supplement
herbarium
vouchers
help
define
distributions
better
inform
conservation
assessments.
Summary
now
make
up
significant
portion
global
biodiversity
records.
The
utility
strongly
depends
on
identification
accuracy,
which
varies
across
taxa,
underscoring
importance
expert
engagement.
large
iNaturalist
vascular
Southwest
Australia
case
study,
organising
three‐week
event
assess
enhance
precision
confidence.
Before
event,
Research
Grade
comprised
48%
our
species‐level
had
an
rate
97%,
while
52%
marked
needs
ID,
89%
confirmed
have
been
accurately
led
net
increase
250%
dataset,
183
new
recorded
focal
regions.
This
collaboration
between
citizen
scientists
provides
way
quantify
error
rates
downstream
statistical
analysis
improves
uncertain
or
incorrect
identifications.
It
contributes
growing
collection
confidently
photographs
flora,
serve
valuable
resources
learning
about
their
local
flora
collecting
further
data.
process
vital
component
virtuous
cycle,
continually
world's
hotspots.
Our
approach
globally
applicable
any
requiring
only
selection
region
manageable
recruitment
relevant
regional
experts.
Conservation Biology,
Journal Year:
2023,
Volume and Issue:
38(1)
Published: Aug. 8, 2023
Citizen
science
plays
a
crucial
role
in
helping
monitor
biodiversity
and
inform
conservation.
With
the
widespread
use
of
smartphones,
many
people
share
information
on
social
media,
but
this
is
still
not
widely
used
Focusing
Bangladesh,
tropical
megadiverse
mega-populated
country,
we
examined
importance
media
records
conservation
decision-making.
We
collated
species
distribution
for
birds
butterflies
from
Facebook
Global
Biodiversity
Information
Facility
(GBIF),
grouped
them
into
GBIF-only
combined
GBIF
data,
investigated
differences
identifying
critical
areas.
Adding
data
to
improved
accuracy
systematic
planning
assessments
by
additional
important
areas
northwest,
southeast,
central
parts
extending
priority
4,000-10,000
km
Sustainability,
Journal Year:
2024,
Volume and Issue:
16(6), P. 2333 - 2333
Published: March 12, 2024
The
eastern
region
of
Bolivia
is
high
conservation
interest
due
to
the
presence
Chiquitano
Dry
Forest,
Chaco,
Pantanal
and
Cerrado
ecoregions.
However,
this
under
pressure
from
various
anthropogenic
threats,
which
requires
continuous
monitoring.
An
alternative
for
monitoring
use
mobile
applications
designed
concept
citizen
science,
in
local
stakeholders
are
part
process
obtaining
information
finding
solutions
environmental
problems
their
territories.
main
objective
study
was
evaluate
obtained
during
with
a
science
approach
Bolivia.
We
developed
public
electronic
form
ArcGIS
Survey123
application
capture
spatial
data
nine
thematic
variables.
Between
2021
2023,
we
conducted
16
training
courses
12
population
centers,
attendees
98
communities
6
municipalities
region.
A
total
360
volunteers
different
sectors
participated
training,
including
technicians
private
institutions,
park
rangers,
community
representatives
citizens.
379
records,
70.4%
were
recorded
near
rest
within
protected
areas.
results
reclassified
grouped
into
three
clusters:
human
activities,
water
resources
biodiversity.
In
activities
cluster,
categories
highest
number
records
wildfires
deforestation.
most
cattle
waterholes
streams,
but
one
notable
reduction
wetlands
sector
Bolivian
Pantanal.
biodiversity
reports
mammals,
among
footprints
jaguar
(Panthera
onca).
This
tool
made
it
possible
generate
high-quality
sites
almost
real
time,
could
help
strengthen
interactions
relationship
users
dialogue
governance
processes.