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telemetry
how are they moving
VHF - collars and radio signals
GPS/Satellite - collars and satellites
passive detection
where are they and when
remotely triggered cameras
acoustic detectors
camera-tapping drives additional technology
merlin, plant net, picture this, inat
molecular techniques
genetics - genotypes
stable isotopes - ratios
bio-markers - loss/gain of isotopes
quantitative fatty acid analysis - mix of unique fatty acids
remote aerial detection
large scale - remote sensing
small scale - unmanned aerial aircraft
statistical and computational advances
enabled by increase computing capacity and speed
four issues in data quality
participation
sustainability
design
user value
participation issues
scale of survey
scope of survey
observer error
observer bias
sustainability issues
value of long term observation
observer fatigue
incentives funding
oversight
Design issues
Sampling frame
repeatability
representativeness
variation in detection
technology enhancements
transparency
user value issues
research questions
management needs
community needs
value-added opportunities
communication
feedbacks
abundance
absolute number of individuals
density
number of individuals per unit resource
estimate of abundance
p-hat = 1.0 total detection
p-hat <1.0 partial detection
p-hat function
absolute detection probability
changes with ecological context
changes with observer
area sampled
estimate
when you cant do a census and your index is not trustable
assumptions of distance sampling
all animals in transect are seen subject to distance function
animal counted only once
perpendicular distances measured accurately
sightings are independenta
assumptions of sightability models
animals or sign are encountered with a known probability
counts are accurate
counts are independent
sampling is representative