The availability of citizen science data has resulted in growing applications in biodiversity
science. One widely used platform, iNaturalist, provides millions of digitally vouchered …

As the number of observations submitted to the citizen science platform iNaturalist continues
to grow, it is increasingly important that these observations can be identified to the finest …

Biodiversity citizen science data are being collected at unprecedented scales, and are key
for informing conservation and research. Specieslevel data typically provide the most …

Citizen science platforms are quickly accumulating hundreds of millions of biodiversity
observations around the world annually. Quantifying and correcting for the biases in citizen …

Citizen science is on the rise, with growing numbers of initiatives, participants and
increasing interest from the broader scientific community. iNaturalist is an example of a …

Biodiversity is being lost at an unprecedented rate, and monitoring is crucial for
understanding the causal drivers and assessing solutions. Most biodiversity monitoring data …

There is increasing availability and use of unstructured and semistructured citizen science
data in biodiversity research and conservation. This expansion of a rich source of 'big …

The often opportunistic nature of biological recording via citizen science leads to taxonomic,
spatial and temporal biases which add uncertainty to biodiversity estimates. However, such …

Opportunistic citizen science (CS) programs allow volunteers to report species observations
from anywhere, at any time, and can assemble large volumes of historic and current data at …

Citizen science is fundamentally shifting the future of biodiversity research. But although
citizen science observations are contributing an increasingly large proportion of biodiversity …