RRC ID 54259
著者 Suzuki-Ohno Y, Yokoyama J, Nakashizuka T, Kawata M.
タイトル Utilization of photographs taken by citizens for estimating bumblebee distributions.
ジャーナル Sci Rep
Abstract Citizen science is a powerful tool for collecting large volumes of observational data on various species. These data are used to estimate distributions using environmental factors with Species Distribution Models (SDM). However, if citizens are inexperienced in recognizing organisms, they may report different species as the subject species. Here we show nation-wide bumblebee distributions using photographs taken by citizens in our project, and estimated distributions for six bumblebee species using land use, climate, and altitude data with SDM. We identified species from photographic images, and took their locations from GPS data of photographs or the text in e-mails. When we compared our data with conventional data for specimens in the Global Biodiversity Information Facility (GBIF), we found that the volume and the number of species were larger, and the bias of spatial range was lower, than those of GBIF. Our estimated distributions were more consistent with bumblebee distributions reported in previous studies than with those of GBIF. Our method was effective for collecting distribution data, and estimating distributions with SDM. The estimated SDM allows us to predict the previous and future species distributions, and to develop conservation policies taking account of future city planning and/or global climate changes.
巻・号 7(1)
ページ 11215
公開日 2017-9-11
DOI 10.1038/s41598-017-10581-x
PII 10.1038/s41598-017-10581-x
PMID 28894157
PMC PMC5594003
MeSH Animal Distribution* Animals Bees / growth & development* Data Collection* Photography* Phylogeography
IF 3.998
引用数 17
リソース情報
GBIF Entomological Specimens of Museum of Nature and Human Activities, Hyogo Pref., Japan Ibaraki Nature Museum, Arthropoda collection Akita Prefectural Museum, Insect Collection Gunma Museum of Natural History, Insect Specimen Hymenopteran specimen database of Osaka Museum of Natural History