Big Data in Smart Farming – A review
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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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Agriculture 4.0: Broadening Responsible Innovation in an Era of Smart Farming
TL;DR: In this paper, the authors argue that the concept of responsible innovation has not been widely considered in agriculture, although two recent papers have made useful suggestions, namely, anticipation, inclusion, reflexivity, and responsiveness.
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Crop yield prediction with deep convolutional neural networks
TL;DR: Convolutional Neural Networks – a deep learning methodology showing outstanding performance in image classification tasks – are applied to build a model for crop yield prediction based on NDVI and RGB data acquired from UAVs and significantly, the CNN architecture performed better with RGB data than the NDVI data.
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Security and Privacy in Smart Farming: Challenges and Opportunities
TL;DR: The paper outlines a multi layered architecture relevant to the precision agriculture domain and discusses the security and privacy issues in this dynamic and distributed cyber physical environment and elaborates on potential cyber attack scenarios and highlights open research challenges and future directions.
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Marine probiotics: increasing coral resistance to bleaching through microbiome manipulation.
Phillipe M. Rosado,Deborah Catharine de Assis Leite,Gustavo A. S. Duarte,Ricardo M. Chaloub,Guillaume Jospin,Ulisses Nunes da Rocha,João Pedro Saraiva,Francisco Dini-Andreote,Jonathan A. Eisen,David G. Bourne,David G. Bourne,Raquel S. Peixoto,Raquel S. Peixoto +12 more
TL;DR: The results indicate that the microbiome in corals can be manipulated to lessen the effect of bleaching, thus helping to alleviate pathogen and temperature stresses, with the addition of BMCs representing a promising novel approach for minimizing coral mortality in the face of increasing environmental impacts.
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Beyond agricultural innovation systems? Exploring an agricultural innovation ecosystems approach for niche design and development in sustainability transitions
TL;DR: In this article, the authors consider how the existing agricultural innovation systems (AIS) approach might be opened up to better support the creation of innovation niches, which may facilitate transitions towards sustainable agricultural futures, such as agroecology, local place-based food systems, vertical farming, bioeconomy, urban agriculture and smart farming or digital farming.
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.