商品描述
This proceedings volume supports the European drone and artificial intelligence industries in advancing solutions for the agrifood and natural resources sector. It addresses some of the most critical global challenges: food security, food safety, environmental conservation and sustainable production, water-resource management, and the restoration of biological diversity. The chapters highlight advances in AI acceleration, top-level integration with foundational technologies, the sustainability of edge AI systems, and the requirements for deploying generative AI. A strong emphasis is placed on scientific methodology, ensuring transparency, reproducibility, and the validity of the research presented. The chapters here showcase practical use cases supported by rigorous validation strategies, including comparisons with ground-truth data. The book provides objective and reliable parameters for monitoring ecosystem resilience, particularly in the aftermath of natural disasters.
商品描述(中文翻譯)
本論文集支持歐洲無人機和人工智慧產業在推進農食和自然資源領域解決方案方面的努力。它針對一些最關鍵的全球挑戰：食品安全、食品衛生、環境保護和可持續生產、水資源管理以及生物多樣性的恢復。各章節突顯了人工智慧加速的進展、與基礎技術的高層次整合、邊緣人工智慧系統的可持續性，以及部署生成式人工智慧的要求。強調科學方法論，確保所呈現研究的透明性、可重複性和有效性。本書中的章節展示了經過嚴謹驗證策略支持的實際應用案例，包括與真實數據的比較。該書提供了客觀且可靠的參數，用於監測生態系統的韌性，特別是在自然災害之後。
作者簡介
Mika-Petri Laakkonen, PhD, is Lead/Principal Research Scientist at Oulu University of Applied Sciences and affiliated Full Professor at the University of Haifa. His scholarship bridges the fundamental theory of artificial intelligence, Physics-Inspired AI, data-driven decision-making, intelligent information systems, and human-robot collaboration, with a sustained record of coordinating EU-funded and national innovation projects. Since 2010, he has served as an independent expert to the European Commission's DG CONNECT on future technologies. In academia, Laakkonen has held visiting roles, notably as visiting professor at Sorbonne University, and he actively reviews for leading journals and conferences in information systems and foresight. He was Editor-in-Chief of the Springer Nature Proceedings volume DroneAI for Resilient Nature (2024).
作者簡介(中文翻譯)
Mika-Petri Laakkonen 博士是奧盧應用科學大學的首席研究科學家及全職教授，並且與海法大學有合作關係。他的研究涵蓋人工智慧的基本理論、物理啟發的人工智慧、數據驅動的決策制定、智能信息系統以及人機協作，並持續協調歐盟資助及國家創新項目。自2010年以來，他擔任歐洲委員會 DG CONNECT 的獨立專家，專注於未來技術。在學術界，Laakkonen 曾擔任訪問職位，特別是在索邦大學擔任訪問教授，並且積極為信息系統和前瞻性領域的主要期刊和會議進行審稿。他是 Springer Nature 出版的《DroneAI for Resilient Nature》（2024）會議論文集的主編。
