人工智能增强显微镜在土壤生物多样性评估中的作用:促进土壤安全、连通性和治理,对欧洲土壤监测和恢复力指令以及全球议程产生影响

Celine Basset , Quim Zaldo-Aubanell
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引用次数: 0

摘要

土壤是文明的基石,对人类福祉和地球健康至关重要,但在主要关注气候变化、景观、水和地上生物多样性的公众意识和政策框架中,土壤在很大程度上仍然是不可见的。尽管越来越多的国际社会认识到土壤的不可再生性和在粮食安全、气候调节、社会经济恢复力和国家稳定方面的关键作用,但这种监督助长了土壤的持续退化。土壤生物多样性既驱动又反映土壤状况:微生物和动物群落调节pH缓冲、养分循环、水分保持和碳稳定,而非生物因素的变化反过来又重塑了生物网络。由于这种相互联系,生物多样性是土壤健康的一个敏感的综合指标,也是一个非专家也能直观理解的概念。在欧洲土壤监测和恢复力指令的背景下,本文研究了高通量方法,特别是人工智能增强显微镜,作为将土壤状况数据与决策者联系起来并为循证治理提供信息的可扩展途径。通过使土壤生命可见和可测量,这些技术弥合了专家知识和公众理解之间的差距,使科学见解能够转化为可操作的保护和管理战略。土壤社区中心是这一框架的核心,它是收集当地土壤生物多样性指标、加强利益相关者连通性、促进不同土壤环境下的适应性土壤管理和监管、以及重塑土壤作为对人类福祉至关重要的动态生命系统的观念的重要平台。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The role of AI-enhanced microscopy in soil biodiversity assessment: Advancing soil security, connectivity and governance with implications for the European Directive on Soil Monitoring and Resilience, and global agendas
As the cornerstone of civilization, soils are fundamental to human well-being and planetary health, yet they remain largely invisible within public awareness and policy frameworks that predominantly focus on climate change, landscapes, water and above-ground biodiversity. This oversight contributes to ongoing soil degradation, despite increasing international recognition of their non-renewable nature and critical roles in food security, climate regulation, socio-economic resilience, and national stability. Soil biodiversity both drives and reflects soil condition: microbial and faunal communities mediate pH buffering, nutrient cycling, water retention, and carbon stabilization, while shifts in abiotic factors, in turn, reshape the biological network. Due to this reciprocal linkage, biodiversity serves as a sensitive, integrative indicator of soil health and as a concept that non-experts can intuitively understand. Within the context of the European Soil Monitoring and Resilience Directive, this paper examines high-throughput approaches, particularly AI-enhanced microscopy, as scalable pathways to connect soil condition data with decision-makers and inform evidence-based governance. By making soil life visible and measurable, these technologies bridge the gap between expert knowledge and public understanding, enabling the translation of scientific insights into actionable conservation and management strategies. Central to this framework, Soil Community Hubs serve as vital platforms for collecting local soil biodiversity metrics, enhancing stakeholder connectivity, fostering adaptive soil management and regulation across diverse pedoclimatic contexts, and reframing the perception of soils as dynamic, living systems essential to human well-being.
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来源期刊
Soil security
Soil security Soil Science
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