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Big Data in Bioeconomy

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Cover of 'Big Data in Bioeconomy'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Big Data Technologies in DataBio
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    Chapter 2 Standards and EO Data Platforms
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    Chapter 3 Sensor Data
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    Chapter 4 Remote Sensing
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    Chapter 5 Crowdsourced Data
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    Chapter 6 Genomics Data
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    Chapter 7 Linked Data and Metadata
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    Chapter 8 Linked Data Usages in DataBio
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    Chapter 9 Data Pipelines: Modeling and Evaluation of Models
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    Chapter 10 Data Analytics and Machine Learning
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    Chapter 11 Real-Time Data Processing
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    Chapter 12 Privacy-Preserving Analytics, Processing and Data Management
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    Chapter 13 Big Data Visualisation
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    Chapter 14 Introduction of Smart Agriculture
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    Chapter 15 Smart Farming for Sustainable Agricultural Production
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    Chapter 16 Genomic Prediction and Selection in Support of Sorghum Value Chains
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    Chapter 17 Yield Prediction in Sorghum (Sorghum bicolor (L.) Moench) and Cultivated Potato (Solanum tuberosum L.)
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    Chapter 18 Delineation of Management Zones Using Satellite Imageries
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    Chapter 19 Farm Weather Insurance Assessment
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    Chapter 20 Copernicus Data and CAP Subsidies Control
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    Chapter 21 Future Vision, Summary and Outlook
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    Chapter 22 Introduction—State of the Art of Technology and Market Potential for Big Data in Forestry
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    Chapter 23 Finnish Forest Data-Based Metsään.fi-services
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    Chapter 24 Forest Variable Estimation and Change Monitoring Solutions Based on Remote Sensing Big Data
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    Chapter 25 Monitoring Forest Health: Big Data Applied to Diseases and Plagues Control
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    Chapter 26 Monitoring of Bark Beetle Forest Damages
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    Chapter 27 Conclusions and Outlook—Summary of Big Data in Forestry
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    Chapter 28 The Potential of Big Data for Improving Pelagic Fisheries Sustainability
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    Chapter 29 Tuna Fisheries Fuel Consumption Reduction and Safer Operations
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    Chapter 30 Sustainable and Added Value Small Pelagics Fisheries Pilots
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    Chapter 31 Conclusions and Future Vision on Big Data in Pelagic Fisheries Sustainability
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    Chapter 32 Summary of Potential and Exploitation of Big Data and AI in Bioeconomy
Attention for Chapter 9: Data Pipelines: Modeling and Evaluation of Models
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Chapter title
Data Pipelines: Modeling and Evaluation of Models
Chapter number 9
Book title
Big Data in Bioeconomy
Published by
Springer, Cham, August 2021
DOI 10.1007/978-3-030-71069-9_9
Book ISBNs
978-3-03-071068-2, 978-3-03-071069-9
Authors

Chaabouni, Kaïs, Bagnato, Alessandra

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Mendeley readers

The data shown below were compiled from readership statistics for 1 Mendeley reader of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 1 100%

Demographic breakdown

Readers by professional status Count As %
Other 1 100%
Readers by discipline Count As %
Computer Science 1 100%