Colour scales with climate in North American ratsnakes: a test of the thermal melanism hypothesis using community science images
Sign Up to like & getrecommendations! Published in 2022 at "Biology Letters"
DOI: 10.1098/rsbl.2022.0403
Abstract: Animal colour is a complex trait shaped by multiple selection pressures that can vary across geography. The thermal melanism hypothesis predicts that darker coloration is beneficial to animals in colder regions because it allows for… read more here.
Keywords: science images; community science; melanism; thermal melanism ... See more keywords
Using Convolutional Neural Networks to Efficiently Extract Immense Phenological Data From Community Science Images
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Plant Science"
DOI: 10.3389/fpls.2021.787407
Abstract: Community science image libraries offer a massive, but largely untapped, source of observational data for phenological research. The iNaturalist platform offers a particularly rich archive, containing more than 49 million verifiable, georeferenced, open access images,… read more here.
Keywords: science; science images; community science; phenology ... See more keywords