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Specialty Crops for Climate Change Adaptation Strategies for Enhanced Food Security by Using Machine Learning and Artificial Intelligence /

Specialty crops are defined as fruits and vegetables, tree nuts, dried fruits, horticulture, and nursery crops including floriculture. The value of specialty crop production in the United States accounted for 18.44 % of the $433.569 billion in agriculture cash receipts collected in 2021. In 2020, th...

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Bibliographische Detailangaben
1. Verfasser: Vuppalapati, Chandrasekar (VerfasserIn)
Körperschaft: SpringerLink (Online service)
Format: Elektronisch E-Book
Sprache:Englisch
Veröffentlicht: Cham : Springer Nature Switzerland : Imprint: Springer, 2023.
Ausgabe:1st ed. 2023.
Schriftenreihe:STEAM-H: Science, Technology, Engineering, Agriculture, Mathematics & Health,
Schlagworte:
Machine learning.
Food security.
Agriculture.
Machine Learning.
Food Security.
Online-Zugang:https://doi.org/10.1007/978-3-031-38399-1
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Inhaltsangabe:
  • Chapter 1. Introduction
  • Chapter 2. Specialty Crops
  • Chapter 3. Time Series Data
  • Chapter 4. Climate Models
  • Chapter 5. Supervised Models
  • Chapter 6. Unsupervised Models
  • Chapter 7. Heuristic & Constraint Optimization
  • Chapter 8. Deep Learning
  • Chapter 9. Dimensionality Reduction
  • Chapter 10. Ethical AI
  • Chapter 11. Final Thought.

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