We need to talk about nonprobability samples
In most circumstances, probability sampling is the only way to ensure unbiased inference
about population quantities where a complete census is not possible. As we enter the era of …
about population quantities where a complete census is not possible. As we enter the era of …
Imperfect detection and its consequences for monitoring for conservation
Biodiversity monitoring is important to identify conservation needs and test the efficacy of
management actions. Variants of “abundance”(N) are among the most widely monitored …
management actions. Variants of “abundance”(N) are among the most widely monitored …
Sufficient sampling for asymptotic minimum species richness estimators
Biodiversity sampling is labor intensive, and a substantial fraction of a biota is often
represented by species of very low abundance, which typically remain undetected by …
represented by species of very low abundance, which typically remain undetected by …
Uncertainty in biological monitoring: a framework for data collection and analysis to account for multiple sources of sampling bias
V Ruiz‐Gutierrez, MB Hooten… - Methods in Ecology …, 2016 - Wiley Online Library
Biological monitoring programmes are increasingly relying upon large volumes of citizen‐
science data to improve the scope and spatial coverage of information, challenging the …
science data to improve the scope and spatial coverage of information, challenging the …
Descriptive inference using large, unrepresentative nonprobability samples: An introduction for ecologists
Biodiversity monitoring usually involves drawing inferences about some variable of interest
across a defined landscape from observations made at a sample of locations within that …
across a defined landscape from observations made at a sample of locations within that …
Accounting for preferential sampling in species distribution models
Species distribution models (SDM s) are now being widely used in ecology for management
and conservation purposes across terrestrial, freshwater, and marine realms. The increasing …
and conservation purposes across terrestrial, freshwater, and marine realms. The increasing …
Optimizing future biodiversity sampling by citizen scientists
CT Callaghan, AGB Poore… - … of the Royal …, 2019 - royalsocietypublishing.org
We are currently in the midst of Earth's sixth extinction event, and measuring biodiversity
trends in space and time is essential for prioritizing limited resources for conservation. At the …
trends in space and time is essential for prioritizing limited resources for conservation. At the …
Dealing with false‐positive and false‐negative errors about species occurrence at multiple levels
G Guillera‐Arroita, JJ Lahoz‐Monfort… - Methods in Ecology …, 2017 - Wiley Online Library
Accurate knowledge of species occurrence is fundamental to a wide variety of ecological,
evolutionary and conservation applications. Assessing the presence or absence of species …
evolutionary and conservation applications. Assessing the presence or absence of species …
Estimates from non‐replicated population surveys rely on critical assumptions
J Knape, F Korner‐Nievergelt - Methods in Ecology and …, 2015 - Wiley Online Library
N‐mixture and occupancy models are often used to account for non‐detections in
population surveys. The consensus has been that the methods require data that are …
population surveys. The consensus has been that the methods require data that are …
Improving precision and reducing bias in biological surveys: estimating false‐negative error rates
AJ Tyre, B Tenhumberg, SA Field… - Ecological …, 2003 - Wiley Online Library
The use of presence/absence data in wildlife management and biological surveys is
widespread. There is a growing interest in quantifying the sources of error associated with …
widespread. There is a growing interest in quantifying the sources of error associated with …