TY - JOUR KW - Biodiversity monitoring KW - Citizen Science KW - long-term change KW - Occupancy-detection models KW - range-shifting KW - trait-based AU - Bowler Diana E. AU - Eichenberg David AU - Conze Klaus-Jürgen AU - Suhling Frank AU - Baumann Kathrin AU - Benken Theodor AU - Bönsel André AU - Bittner Torsten AU - Drews Arne AU - Günther André AU - Isaac Nick J.B. AU - Petzold Falk AU - Seyring Marcel AU - Spengler Torsten AU - Trockur Bernd AU - Willigalla Christoph AU - Bruelheide Helge AU - Jansen Florian AU - Bonn Aletta AB - Abstract Aim Recent studies suggest insect declines in parts of Europe; however, the generality of these trends across different taxa and regions remains unclear. Standardized data are not available to assess large-scale, long-term changes for most insect groups but opportunistic citizen science data are widespread for some. Here, we took advantage of citizen science data to investigate distributional changes of Odonata. Location Germany. Methods We compiled over 1 million occurrence records from different regional databases. We used occupancy-detection models to account for imperfect detection and estimate annual distributions for each species during 1980?2016 within 5 ? 5 km quadrants. We also compiled data on species attributes that were hypothesized to affect species? sensitivity to different drivers and related them to the changes in species? distributions. We further developed a novel approach to cluster groups of species with similar patterns of distributional change to represent multispecies indicators. Results More species increased (45%) than decreased (29%) or remained stable (26%) in their distribution (i.e. number of occupied quadrants). Species showing increases were generally warm-adapted species and/or running water species, while species showing decreases were cold-adapted species using standing water habitats such as bogs. Time series clustering defined five main patterns of change?each associated with a specific combination of species attributes, and confirming the key roles of species? temperature and habitat preferences. Overall, our analysis predicted that mean quadrant-level species richness has increased over most of the time period. Main conclusions Trends in Odonata provide mixed news?improved water quality, coupled with positive impacts of climate change, could explain the positive trends of many species. At the same time, declining species point to conservation challenges associated with habitat loss and degradation. Our study demonstrates the great value of citizen science and the work of natural history societies for assessing large-scale distributional change. BT - Diversity and Distributions DA - 2021/08/01 DO - https://doi.org/10.1111/ddi.13274 IS - 8 M3 - https://doi.org/10.1111/ddi.13274 N1 - https://doi.org/10.1111/ddi.13274 N2 - Abstract Aim Recent studies suggest insect declines in parts of Europe; however, the generality of these trends across different taxa and regions remains unclear. Standardized data are not available to assess large-scale, long-term changes for most insect groups but opportunistic citizen science data are widespread for some. Here, we took advantage of citizen science data to investigate distributional changes of Odonata. Location Germany. Methods We compiled over 1 million occurrence records from different regional databases. We used occupancy-detection models to account for imperfect detection and estimate annual distributions for each species during 1980?2016 within 5 ? 5 km quadrants. We also compiled data on species attributes that were hypothesized to affect species? sensitivity to different drivers and related them to the changes in species? distributions. We further developed a novel approach to cluster groups of species with similar patterns of distributional change to represent multispecies indicators. Results More species increased (45%) than decreased (29%) or remained stable (26%) in their distribution (i.e. number of occupied quadrants). Species showing increases were generally warm-adapted species and/or running water species, while species showing decreases were cold-adapted species using standing water habitats such as bogs. Time series clustering defined five main patterns of change?each associated with a specific combination of species attributes, and confirming the key roles of species? temperature and habitat preferences. Overall, our analysis predicted that mean quadrant-level species richness has increased over most of the time period. Main conclusions Trends in Odonata provide mixed news?improved water quality, coupled with positive impacts of climate change, could explain the positive trends of many species. At the same time, declining species point to conservation challenges associated with habitat loss and degradation. Our study demonstrates the great value of citizen science and the work of natural history societies for assessing large-scale distributional change. PB - John Wiley & Sons, Ltd PY - 2021 SN - 1366-9516 SP - 1353 EP - 1366 EP - T2 - Diversity and Distributions TI - Winners and losers over 35 years of dragonfly and damselfly distributional change in Germany UR - https://doi.org/10.1111/ddi.13274 VL - 27 Y2 - 2022/05/06 ER -