Big Data in Smart Farming – A review
TLDR
In this paper, the authors present a review of the state-of-the-art of Big Data applications in Smart Farming and identify the related socio-economic challenges to be addressed.About:
This article is published in Agricultural Systems.The article was published on 2017-05-01 and is currently open access. It has received 1477 citations till now. The article focuses on the topics: Big data & Supply chain.read more
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Planting the Seeds of Market Power: Digital Agriculture, Farmers’ Autonomy, and the Role of Competition Policy
TL;DR: In this article, the authors assess the role of digital agriculture from a competition policy perspective, and explain how some digital agriculture-related practices may lead to distortions of competition and deteriorations of farmers' autonomy, but nonetheless do not necessarily violate EU competition rules.
Journal ArticleDOI
Knowledge transfer for adapting pre-trained deep neural models to predict different greenhouse environments based on a low quantity of data
Taewon Moon,Jung Eek Son +1 more
TL;DR: Transfer learning can be used to adapt previously trained deep learning models, enabling them to predict the microclimates of a greenhouse with scarce data, and advanced transfer learning strategies would increase the performance of the transferred models analyzed in this study.
Journal ArticleDOI
An approach for comparing agricultural development to societal visions
Julian Helfenstein,Vasco Diogo,Matthias Bürgi,Peter H. Verburg,Beatrice Schüpbach,Erich Szerencsits,Franziska Mohr,Michael Siegrist,R.P. Swart,Felix Herzog +9 more
TL;DR: In this paper , the authors present an approach to assess the sustainability of agricultural development that explicitly accounts for the normative dimension by comparing observed development with various societal visions, and illustrate the approach by analyzing farm and landscape-scale development as well as sustainability outcomes in a Swiss case study landscape.
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Weed Management in Cranberries: A Historical Perspective and a Look to the Future
TL;DR: In this paper, the authors present a survey of the use of integrated weed management (IWM) for cranberry management, including hand weeding, sanding, flooding, and proper fertilization.
Journal ArticleDOI
Learning in the compressed data domain: Application to milk quality prediction
TL;DR: Principal component analysis and wavelet transform are used as two techniques for compressed learning to convert MIRS data into a compressed data domain and derives near lossless compression parameters for both techniques to transform M IRS data without impacting the prediction accuracy for a selection of milk quality traits.
References
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Competitive advantage: creating and sustaining superior performance
TL;DR: Porter's concept of the value chain disaggregates a company into "activities", or the discrete functions or processes that represent the elemental building blocks of competitive advantage as discussed by the authors, has become an essential part of international business thinking, taking strategy from broad vision to an internally consistent configuration of activities.
Book
Competitive Advantage: Creating and Sustaining Superior Performance
TL;DR: Porter's concept of the value chain disaggregates a company into "activities", or the discrete functions or processes that represent the elemental building blocks of competitive advantage as mentioned in this paper, has become an essential part of international business thinking, taking strategy from broad vision to an internally consistent configuration of activities.
Book
Process Innovation: Reengineering Work Through Information Technology
TL;DR: In this article, Davenport provides numerous examples of firms that have succeeded or failed in combining business change and technology initiatives and highlights the roles of new organizational structures and human resource programs in developing process innovation.
Posted Content
The Mechanisms of Governance
TL;DR: The Mechanisms of Governance as discussed by the authors is an important work in the field of transaction cost economics, a branch of the New Institutional Economics with which Oliver Williamson is especially associated.
Book
The mechanisms of governance
TL;DR: The Mechanisms of Governance as discussed by the authors is an important work in the field of transaction cost economics, a branch of the New Institutional Economics with which Oliver Williamson is especially associated.