Scirpts and data of the article "Boosting biodiversity monitoring using smartphone-driven, rapidly accumulating community-sourced data

checked_records.csv Result file of the quality assessment of data gathered through Biome app. taxonGroup indicates taxon of the recorded species (see Fig. 2 for definitions); topORbottom indicates the recorded species are common (top, top 15％ amount of Biome records in each taxonGroup; bottom, ≤10 records); is_inapropriate, whether the record is inappropriate; is_nonwild, whether the record documented non-wild or wild individuals; is_wrong, whether the species identification was wrong. species_originalPost and family_originalPost show the taxon of the original record, and species_correct and family_correct show the taxon of experts' identification. occurrence data.zip Data files of occurrence and pseudo-absence used in the analyses in the main text and supplementary files. It has the species name, GBIF taxonID and coordinates. 1_runMaxent_MainTextAndS4.R and 1_runMaxent_S3.R R scripts used for building species distribution models. 2_checkResults_MainTextAndS4.R and 2_checkResults_S3.R R scripts for summarising and analysing the accuracy of species distribution models.