Emerging Omics Technologies for Sustainable Agriculture
暫譯: 新興組學技術在可持續農業中的應用

Vuister, Geerten W., Kumar, Ajay, Chaturvedi, Navaneet

  • 出版商: Academic Press
  • 出版日期: 2026-02-27
  • 售價: $6,840
  • 貴賓價: 9.5$6,498
  • 語言: 英文
  • 頁數: 512
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0443403163
  • ISBN-13: 9780443403163
  • 相關分類: Machine Learning
  • 海外代購書籍(需單獨結帳)

商品描述

Emerging Omics Technologies for Sustainable Agriculture provides a comprehensive overview of the transformative potential of advanced tools such as AI, genomics and proteomics to ensure future agricultural production.
The integration of genomics, transcriptomics, proteomics, and metabolomics has advanced the understanding of plant and microbial systems and the application of this knowledge has enabled precision farming, optimizing crop yield and minimizing environmental impact. There are unprecedented opportunities to enhance crop yields, improve pest and disease management, to optimize resource utilization and to mitigate environmental impacts. Through the use of advanced data analytics, machine learning, and predictive modeling, researchers can decipher complex biological processes and develop innovative solutions for agricultural challenges.
Emerging Omics Technologies for Sustainable Agriculture explores the advancements in AI-driven omics technologies, such as genome editing, transcriptomics, and phenomics, and their applications in crop improvement, soil health monitoring, and precision agriculture.

商品描述(中文翻譯)

新興組學技術在可持續農業中的應用》提供了先進工具(如人工智慧、基因組學和蛋白質組學)在確保未來農業生產方面的變革潛力的全面概述。基因組學、轉錄組學、蛋白質組學和代謝組學的整合促進了對植物和微生物系統的理解,並使這些知識的應用能夠實現精準農業,優化作物產量並最小化環境影響。這為提高作物產量、改善病蟲害管理、優化資源利用以及減輕環境影響提供了前所未有的機會。通過使用先進的數據分析、機器學習和預測建模,研究人員可以解碼複雜的生物過程,並為農業挑戰開發創新的解決方案。《新興組學技術在可持續農業中的應用》探討了基於人工智慧的組學技術的進展,如基因組編輯、轉錄組學和表型組學,以及它們在作物改良、土壤健康監測和精準農業中的應用。