An overview of the history, current contributions and future outlook of iNaturalist in Australia

T Mesaglio, CT Callaghan - Wildlife Research, 2021 - CSIRO Publishing
Citizen science initiatives and the data they produce are increasingly common in ecology,
conservation and biodiversity monitoring. Although the quality of citizen science data has …

Deep learning in plant phenological research: A systematic literature review

N Katal, M Rzanny, P Mäder, J Wäldchen - Frontiers in Plant Science, 2022 - frontiersin.org
Climate change represents one of the most critical threats to biodiversity with far-reaching
consequences for species interactions, the functioning of ecosystems, or the assembly of …

Observing the observers: How participants contribute data to iNaturalist and implications for biodiversity science

GJ Di Cecco, V Barve, MW Belitz, BJ Stucky… - …, 2021 - academic.oup.com
The availability of citizen science data has resulted in growing applications in biodiversity
science. One widely used platform, iNaturalist, provides millions of digitally vouchered …

The flora incognita app–interactive plant species identification

P Mäder, D Boho, M Rzanny, M Seeland… - Methods in Ecology …, 2021 - Wiley Online Library
Being able to identify plant species is an important factor for understanding biodiversity and
its change due to natural and anthropogenic drivers. We discuss the freely available Flora …

Quantifying error in occurrence data: Comparing the data quality of iNaturalist and digitized herbarium specimen data in flowering plant families of the southeastern …

E White, PS Soltis, DE Soltis, R Guralnick - PLoS One, 2023 - journals.plos.org
iNaturalist has the potential to be an extremely rich source of organismal occurrence data.
Launched in 2008, it now contains over 150 million uploaded observations as of May 2023 …

Turning observations into biodiversity data: Broadscale spatial biases in community science

EM Geurts, JD Reynolds, BM Starzomski - Ecosphere, 2023 - Wiley Online Library
Biodiversity community science projects are growing rapidly in popularity. The enormous
amounts of data generated by these programs are transforming how we conduct ecological …

Macrophenology: insights into the broad‐scale patterns, drivers, and consequences of phenology

AS Gallinat, ER Ellwood, JM Heberling… - American journal of …, 2021 - Wiley Online Library
Plant phenology research has surged in recent decades, in part due to interest in
phenological sensitivity to climate change and the vital role phenology plays in ecology …

Photographs as an essential biodiversity resource: drivers of gaps in the vascular plant photographic record

T Mesaglio, H Sauquet, D Coleman, E Wenk… - New …, 2023 - Wiley Online Library
The photographic record is increasingly becoming an important biodiversity resource for
primary research and conservation monitoring. However, globally, there are important gaps …

" Flora of Russia" on iNaturalist: a dataset

AP Seregin, DA Bochkov, JV Shner… - Biodiversity Data …, 2020 - pmc.ncbi.nlm.nih.gov
Abstract Background The" Flora of Russia" project on iNaturalist brought together
professional scientists and amateur naturalists from all over the country. Over 10,000 people …

[HTML][HTML] Citizen science helps predictions of climate change impact on flowering phenology: A study on Anemone nemorosa

R Puchałka, M Klisz, S Koniakin, P Czortek… - Agricultural and Forest …, 2022 - Elsevier
Rapidly increasing resources of citizen science databases (CS) collecting information on
species occurrence are increasingly useful as a data source for global biodiversity research …