Mammals and birds presence identified from a camera trap survey in a mixed forest and fields environment in the Lavours marsh (France). This dataset gathers observations from April 2016 to November 2018 (with some missing days) from a single camera trap (2 successive models) placed in different locations in Talissieu (Ain, France). See doi:10.5281/zenodo.2533381 for more information. location : 5.7211 45.8625 (WGS84) fields : id_obs <int> identifier date_heure <dttm> UTC date time of observation (%Y-%m-%dT%H:%M:%SZ) cd_nom_taxref <int> TAXREF taxon identifier see https://inpn.mnhn.fr/programme/referentiel-taxonomique-taxref taxref_cd_ref <int> TAXREF valid taxon identifier taxon <chr> taxon name (binomial) espece <chr> taxon name (vernacular, french) nom_complet <chr> taxon name (binomial with author) nom_complet_html <chr> taxon name (binomial italicized, with author) classe <chr> class ordre <chr> order famille <chr> family rang <chr> rank (ES : species, GN : genus, FM : family, OR : order, CL : class) effectif <int> number of individuals sexe <chr> sex type <chr> V: visual direction <chr> direction of travel (mostly blank) temperature <int> ambiant temperature (°C) duree_estimee_min <int> duration in frame (min) rem_obs <chr> observation note id_session <int> session identifier debut_session <dttm> session date time start UTC (%Y-%m-%dT%H:%M:%SZ) fin_session <dttm> session date time end UTC (%Y-%m-%dT%H:%M:%SZ) duree_session_h <int> session duration (h) rem_session <chr> session note id_localisation <int> camera trap location identifier lieu <chr> camera trap location name x_wgs84 <dbl> camera trap longitude (decimal degrees WGS84) y_wgs84 <dbl> camera trap latitude (decimal degrees WGS84) alti <int> camera trap altitude (m, NGF) azimuth <int> camera trap azimuth (°) habitat <chr> habitat type environnement <chr> local environment type cible <chr> target camera <chr> camera model id_etude <int> study identifier nom_etude <chr> study name date <date> observation date (%Y-%m-%d) heure <dbl> observation hour (%I, UTC)