An Integrated Data Platform for Agricultural Data Analyses based on Agricultural ISOBUS and ISOXML

Kraatz, Franz; Tapken, Heiko; Nordemann, Frank; Iggena, Thorben; Fruhner, Maik; Tönjes, Ralf

doi:10.5220/0007760304220429

Cited by 1 publication

(1 citation statement)

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“…Challenge(s) Addressed Proposed Solution(s) [5] Source data availability and quality, data integration of dispersed data Metadata, data integrity mechanisms [41] Additional costs for Data Providers during data collection - [59] Data integration in Farm Management Information Systems Publish-subscribe-based system architecture for handling different data sources [25] Availability of technical components for data integration [20] Data processing costs inflicted by data cleaning and analysis tools - [57] Large diversity of agricultural data formats and meaning, lack of standardized practices for data and system integration Platform design that considers seamless integration, processing, and use of farm data [58] Lack of extensive validation of developed technologies can comprise their reliability and accuracy in production settings Suitable monitoring tools for smart agro-systems…”

Section: Refmentioning

confidence: 99%

Towards Trusted Data Sharing and Exchange in Agro-Food Supply Chains: Design Principles for Agricultural Data Spaces

Šestak,

Copot

2023

Sustainability

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In the modern agricultural landscape, realizing data’s full potential requires a unified infrastructure where stakeholders collaborate and share their data to gain insights and create business value. The agricultural data ecosystem (ADE) serves as a crucial socio-technical infrastructure, aggregating diverse data from various platforms and, thus, advertising sustainable agriculture and digitalization. Establishing trustworthy data sharing and exchange in agro-food value chains involves socioeconomic and technological elements addressed by the agricultural data space (ADS) and its trust principles. This paper outlines key challenges to data sharing in agro-food chains impeding ADE establishment based on the review of 27 studies in scientific literature. Challenges mainly arise from stakeholders’ mistrust in the data-sharing process, inadequate data access and use policies, and unclear data ownership agreements. In the ADE context, interoperability is a particularly challenging topic for ensuring the long-term sustainability of the system. Considering these challenges and data space principles and building blocks, we propose a set of design principles for ADS design and implementation that aim to mitigate the adverse impact of these challenges and facilitate agricultural data sharing and exchange.

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