AI4SoilHealth : Accelerating collection and use of soil health information using AI technology to support the Soil Deal for Europe and EU Soil Observatory

AI4SoilHealth：利用人工智能技术加速土壤健康信息的收集和使用，以支持欧洲土壤协议和欧盟土壤观测站

• 批准号: 10053484
• 金额: $ 123.26万
• 依托单位: UK CENTRE FOR ECOLOGY AND HYDROLOGY
• 依托单位国家: 英国
• 项目类别: EU-Funded
• 财政年份: 2023
• 资助国家: 英国
• 起止时间: 2023 至 无数据
• 项目状态: 未结题
• 来源: https://gtr.ukri.org/projects?ref=10053484
• 关键词: AI4SoilHealth; Accelerating; collection; use; soil

The objective of AI4SoilHealth is to co-design, create and maintain an open access European-wide digital infrastructure, compiled using state-of-the-art Artificial Intelligence (AI) methods combined with new and deep soil health understanding and measures. The AI-based data infrastructure functions as a Digital Twin to the real-World biophysical system, forming a Soil Digital Twin. This can be used for assessing and continuously monitoring Soil Health metrics by land use and/or management parcel, supporting the Commission’s objective of transitioning towards healthy soils by 2030. The project is divided into seven (7) work-packages including: (WP2) Policy and stakeholder engagement - networking and synchronising with EU and national programmes, (WP3) Soil health methodology and standards - developing/testing methodology to be used by WPs 4-6, (WP4) Soil health in-situ monitoring tools and data - developing field and laboratory solutions for Observations & Measurements, (WP5) Harmonised EU-wide soil monitoring services - developing the final suite of tools, data and services, (WP6) Multi-actor engagement pilots - organizing field-works and collect users' feedback, (WP7) Soil literacy, capacity building and communication - organizing public campaigns and producing educational materials. Key deliverablesinclude: 1) Coherent Soil Health Index methodology, 2) Rapid Soil Health Assessment Toolbox, 3) AI4SoilHealth Data Cube for Europe, 4) Soil-Health-Soil-Degradation-Monitor, and 5) AI4SoilHealth API and Mobile phone App. Produced tools will be exposed to target-users (including farmer associations in >10 countries), so their feedback is used to improve design/functionality. Produced highresolution pan-European datasets will be distributed under an Open Data license, allowing easy access by development communities. AI4SoilHealth will provide an effective Soil Health Index certification system to support landowners and policy makers under the new Green Deal for Europe.

AI4SoilHealth的目的是使用最先进的人工智能（AI）方法共同设计，创建和维护欧洲范围内的数字基础设施，结合了新的和深层的土壤健康理解和措施。基于AI的数据基础架构是现实世界生物物理系统的数字双胞胎，形成了土壤数字双胞胎。 This can be used for assessment and continuously monitoring Soil Health metrics by land use and/or management parcel, supporting the Commission’s objective of transitioning towards healthy soils by 2030. The project is divided into seven (7) work-packages including: (WP2) Policy and stakeholder engagement - networking and synchronising with EU and national programs, (WP3) Soil health methodology and standards - developing/testing methodology to be used by WPs 4-6, （WP4）土壤健康的原位监测工具和数据 - 开发观察和测量的现场和实验室解决方案，（WP5）统一的EU范围内的EU土壤监测服务 - 开发最终的工具，数据和服务（WP6）多实验室参与飞行员 - 组织现场工作以及收集用户的反馈（WP7）的材料，（WP6）的材料和构建材料构建和构建土壤构建和构建材料，组织和构建材料，组织和构建材料 - 组织和构建材料 - 组织和构建材料，组织和构建型构建和构造 - 组织和构建型构建和构造 - 组织和构建型构建和构建型，组织和构造。关键可交付成果包括：1）相干土壤健康指数方法，2）快速土壤健康评估工具箱，3）欧洲的AI4SOILHEADH数据立方体，4）土壤健康 - 土壤 - 土壤降解监测器和5）AI4SialHealth API和移动电话应用程序。生产的工具将接触到目标用户（包括10个国家/地区的农民协会），因此它们的反馈用于改善设计/功能。生产的高分辨率泛欧数据集将根据开放数据许可分发，从而可以轻松地访问开发社区。 AI4SoilHealth将提供有效的土壤健康指数认证系统，以支持欧洲新绿色协议下的土地所有者和政策制定者。