6533b827fe1ef96bd12866f7
RESEARCH PRODUCT
Estimation of local extinction rates when species detectability covaries with extinction probability: is it a problem ?
Thierry BoulinierStéphanie Jenouvriersubject
0106 biological sciences[SDV.OT]Life Sciences [q-bio]/Other [q-bio.OT]Extinction probabilityEcology[SDV.OT] Life Sciences [q-bio]/Other [q-bio.OT]Sampling (statistics)Estimator15. Life on landCovariance010603 evolutionary biology01 natural sciencesStatistical power010104 statistics & probabilityLocal extinctionStatisticsRange (statistics)0101 mathematicsVital rates[ SDV.OT ] Life Sciences [q-bio]/Other [q-bio.OT]Ecology Evolution Behavior and SystematicsComputingMilieux_MISCELLANEOUSMathematicsdescription
Estimating the rate of change of the composition of communities is of direct interest to address many fundamental and applied questions in ecology. One methodological problem is that it is hard to detect all the species present in a community. Nichols et al. presented an estimator of the local extinction rate that takes into account species probability of detection, but little information is available on its performance. However, they predicted that if a covariance between species detection probability and local extinction rate exists in a community, the estimator of local extinction rate complement would be positively biased. Here, we show, using simulations over a wide range of parameters that the estimator performs reasonably well. The bias induced by biological factors appears relatively weak. The most important factor enhancing the performance (bias and precision) of the local extinction rate complement estimator is sampling effort. Interestingly, a potentially important biological bias, such as the covariance effect, improves the estimation for small sampling efforts, without inducing a supplementary overestimation when these sampling efforts are high. In the field, all species are rarely detectable so we recommend the use of such estimators that take into account heterogeneity in species detection probability when estimating vital rates responsible for community changes.
year | journal | country | edition | language |
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2006-04-01 |