Designer Crops: Implications of Artificial Intelligence and Modern Biotechnological Methods
暫譯: 設計作物:人工智慧與現代生物技術方法的影響

Upadhyay, Santosh Kumar

  • 出版商: Academic Press
  • 出版日期: 2026-05-07
  • 售價: $4,560
  • 貴賓價: 9.5$4,332
  • 語言: 英文
  • 頁數: 578
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0443404011
  • ISBN-13: 9780443404016
  • 相關分類: Machine Learning
  • 海外代購書籍(需單獨結帳)

商品描述

Designer Crops: Implications of Artificial Intelligence and Modern Biotechnological Methods explores the global impact of environmental challenges and climate change on crop productivity. This comprehensive guide reveals how abiotic and biotic stresses and shifting climatic conditions have significantly affected traditional cropping systems and crop yields worldwide. This book discusses designer crops and climate-resilient and super cropping systems by applying diverse information from biotechnology, crop breeding, machine learning, and automation in agriculture. It showcases the evolution of technologies such as high-throughput genome sequencing, artificial intelligence, and precision breeding, revolutionizing crop design for enhanced disease resistance, nutritional value, and increased yields.

In addition, it examines modern biotechnological tools and speed breeding strategies, offering a glimpse into the promising future of super crop development. Contributions from leading global experts on artificial intelligence in agriculture, machine learning for smart agricultural practices, and climate-resilient cropping strategies make this book a must have for upper-level undergraduate students in the fields of crop science, biotechnology, and sustainable agriculture. It will also be useful for researchers and professionals working in food technology, agricultural automation, and environmental consulting.

商品描述(中文翻譯)

設計作物:人工智慧與現代生物技術方法的影響》探討了環境挑戰和氣候變遷對作物生產力的全球影響。這本全面的指南揭示了非生物性和生物性壓力以及氣候條件變化如何顯著影響全球傳統作物系統和作物產量。本書討論了設計作物、氣候韌性和超級作物系統,並應用來自生物技術、作物育種、機器學習和農業自動化的多樣資訊。它展示了高通量基因組測序、人工智慧和精準育種等技術的演變,這些技術正在徹底改變作物設計,以增強抗病性、營養價值和提高產量。

此外,本書還檢視了現代生物技術工具和快速育種策略,提供了超級作物發展的美好未來的瞥見。來自全球領先專家對農業中人工智慧、智能農業實踐的機器學習以及氣候韌性作物策略的貢獻,使本書成為作物科學、生物技術和可持續農業領域高年級本科生的必備讀物。對於從事食品技術、農業自動化和環境諮詢的研究人員和專業人士來說,本書也將非常有用。