Quality of citizen science data and its consequences for the conservation of skipper butterflies (Hesperiidae) in Flanders (northern Belgium)

Pieter Vanthieghem, Dirk Maes, Aurélien Kaiser, Thomas Merckx

    Research output: Contribution to journalA1: Web of Science-articlepeer-review

    42 Downloads (Pure)


    Citizen science projects have become important data sources for ecologists. However, opportunistic data are not only characterized by spatial and temporal biases, but probably also contain species identification errors, especially concerning morphologically similar species. Such misidentifications may result in wrongly estimated distribution ranges and trends, and thus in inadequate conservation measures. We illustrate this issue with three skipper butterflies (Hesperiidae) in Flanders (northern Belgium) using photographs uploaded with observations in data portals. Ochlodes sylvanus and Thymelicus lineola records had relatively low identification error rates (1% and 11%, respectively), but the majority (59%) of T. sylvestris records turned out to be misidentified. Using verified records only allowed us to model their distribution more accurately, especially for T. sylvestris whose actual distribution area had hitherto been strongly overestimated. An additional field study on T. sylvestris confirmed the species distribution model output as the species was almost completely restricted to sites with verified records and was largely absent from sites with unverified records. The preference of T. sylvestris for unimproved grasslands was confirmed by the negative correlation between its model-predicted presence and elevated nitrogen and ammonia levels. Thus, quality control of citizen science data is of major importance to improve the knowledge of species distribution ranges, biotope preferences and other limiting factors. This, in turn, will help to better assess species conservation statuses and to suggest more appropriate management and mitigation measures.
    Translated title of the contributionKwaliteit van citizen science gegevens en de gevolgen ervan voor het behoud van dikkopjes (Hesperiidae) in Vlaanderen (Noord-België
    Original languageEnglish
    JournalJournal of insect conservation
    Issue number3
    Pages (from-to)451-563
    Number of pages13
    Publication statusPublished - 2017

    Thematic list

    • Insects

    EWI Biomedical sciences

    • B280-animal-ecology
    • B320-zoogeography

    Taxonomic list

    • butterflies (Lepidoptera)


    • species directed nature management

    Geographic list

    • Flanders


    • modelling


    Dive into the research topics of 'Quality of citizen science data and its consequences for the conservation of skipper butterflies (Hesperiidae) in Flanders (northern Belgium)'. Together they form a unique fingerprint.
    • Citizen Science en Open Data: een model voor invasieve exoten in Europa

      Adriaens, T., 19-Oct-2018.

      Research output: Contribution to conferencePaper/Powerpoint/Abstract

      Open Access
    • Increasing understanding of alien species through citizen science (Alien-CSI)

      Roy, H., Groom, Q., Adriaens, T., Agnello, G., Antic, M., Archambeau, A-S., Bacher, S., Bonn, A., Brown, P., Brundu, G., Claramunt López, B., Cleary, M., Cogălniceanu, D., de Groot, M., De Sousa, T., Deidun, A., Essl, F., Fišer Pečnikar, Ž., Gazda, A., Gervasini, E. & 45 others, Glavendekic, M. M., Gigot, G., Jelaska, S. D., Jeschke, J. M., Kaminski, D., Karachle, P. K., Komives, T., Lapin, K., Lucy, F., Marchante, E., Marisavljevic, D., Marja, R., Martín Torrijos, L., Martinou, A., Matosevic, D., Mifsud, C. M., Motiejūnaitė, J., Ojaveer, H., Pasalic, N., Pekárik, L., Per, E., Pergl, J., Pesic, V., Pocock, M., Reino, L., Ries, C., Rozylowicz, L., Schade, S., Sigurdsson, S., Steinitz, O., Stern, N., Teofilovski, A., Thorsson, J., Tomov, R., Tricarico, E., Trichkova, T., Tsiamis, K., van Valkenburg, J., Vella, N., Verbrugge, L., Vétek, G., Villaverde, C., Witzell, J., Zenetos, A. & Cardoso, A. C., 2018, In: Research Ideas and Outcomes. 4, e31412, 43 p.

      Research output: Contribution to journalA2: Article in a journal with peer review, not included in A1peer-review

      Open Access
      1618 Downloads (Pure)

    Cite this