Using Image-based AI for insect monitoring and conservation - InsectAI COST Action

作者：Tom August, Mario V. Balzan, Paul Bodesheim, Gunnar Brehm, Lisette Cantú‐Salazar, Sílvia Castro, Joseph Chipperfield, Guillaume Ghisbain, Alba Gomez-Segura, Jérémie Goulnik, Quentin Groom, Laurens Hogeweg, Chantal M. Huijbers, Andreas Kamilaris, Karolis Kazlauskis, Wouter Koch, Dimitri Korsch, João Loureiro, Youri Martin, Angeliki F. Martinou, Kent P. McFarland, Xavier Mestdagh, Denis Michez, Charlotte L. Outhwaite, Luca Pegoraro, Nadja Pernat, Lars Pettersson, Pavel Pipek, Cristina Preda, David Rolnick, Tobias Roth, David B. Roy, Helen E. Roy, Veljo Runnel, Martina Šašić, Dmitry Schigel, Julie Koch Sheard, Cecilie S. Svenningsen, Heliana Teixeira, Nicolas Titeux, Thomas Tscheulin, Elli Tzirkalli, Marijn van der Velde, Roel van Klink, Nicolas J. Vereecken, Sarah Vray, Toke T. Høye · 发表于：Research Ideas and Outcomes · 年份：2025 · DOI：10.3897/rio.10.e134825 · 被引用次数：6 · 研究领域：Species Distribution and Climate Change、Remote Sensing in Agriculture、Insect behavior and control techniques

The InsectAI COST action will support insect monitoring and conservation at the national and continental scale in order to understand and counteract widespread insect declines. The Action will bring together a critical mass of researchers and stakeholders in image-based insect AI technologies to direct and drive the research agenda, build research capacity across Europe and support innovation and application. There is mounting evidence that populations of insects around the world are in sharp decline. Understanding trends in species and their drivers is key to knowing the size of the challenge, its causes and how to address it. To identify solutions that lead to sustainable biodiversity alongside economic prosperity, insect monitoring should be efficient and provide standardised and frequently updated status indicators to guide conservation actions. The EU Biodiversity Strategy 2030 identifies the critical challenge of delivering standardised information about the state of nature and image-based insect AI can contribute to this. Specifically, the EU Nature Restoration Law will likely set binding targets for the high resolution data that cameras can provide. Thus, outputs of the Action will contribute directly to EU policies implementation, where biodiversity monitoring is considered a key component. The InsectAI COST Action will organise workshops, conferences, short-term scientific missions, hackathons, design-sprints and much more, across four Working Groups. These groups w...