Specialty Crops for Climate Change Adaptation: Strategies for Enhanced Food Security by Using Machine Learning and Artificial Intelligence
暫譯: 氣候變遷適應的專業作物:利用機器學習和人工智慧增強食品安全的策略

Vuppalapati, Chandrasekar

  • 出版商: Springer
  • 出版日期: 2024-10-15
  • 售價: $8,810
  • 貴賓價: 9.5$8,370
  • 語言: 英文
  • 頁數: 813
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3031384016
  • ISBN-13: 9783031384011
  • 相關分類: 人工智慧Machine Learning資訊安全
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

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, that ratio was 21.47% of the $363.464 billion. Specialty crops are gaining increasing attention across nation as demonstrated in the 2018 farm bill (Agricultural Act of the 2018 Farm Bill (P.L. 115-334)) with the increased number of provisions addressing specialty crop issues, reflecting their growing role in the global economy.

The cultivation of Specialty crops, nevertheless, has its own challenges. Specialty crops are generally more sensitive to climatic stressors and require more comprehensive management compared to traditional row crops. Specialty crops face significant financial risks threatening US$1.6 Trillion global market due to their higher water demand.

The mission of the book is to prepare current and future software engineering teams, agriculture students, economists, macroeconomists with the skills and tools to fully utilize advanced data science, artificial intelligence, climate patterns, and economic models to develop software capabilities that help to achieve Specialty crops and economic sustainability, through improved productivity for years to come and ensure enough food for the future of the planet and generations to come!


商品描述(中文翻譯)

專業作物被定義為水果和蔬菜、堅果、乾果、園藝作物以及包括花卉在內的苗圃作物。根據2021年美國農業現金收入的數據,專業作物的生產價值佔總額4335.69億美元的18.44%。而在2020年,這一比例為3634.64億美元的21.47%。專業作物在全國獲得越來越多的關注,這在2018年農業法案(2018年農業法案(P.L. 115-334))中得到了體現,該法案增加了針對專業作物問題的條款數量,反映了它們在全球經濟中日益增長的角色。

然而,專業作物的栽培面臨著自身的挑戰。與傳統的行作物相比,專業作物通常對氣候壓力源更為敏感,並且需要更全面的管理。由於其對水的需求較高,專業作物面臨著重大的財務風險,威脅到價值1.6萬億美元的全球市場。

本書的使命是為當前和未來的軟體工程團隊、農業學生、經濟學家和宏觀經濟學家提供技能和工具,以充分利用先進的數據科學、人工智慧、氣候模式和經濟模型,開發有助於實現專業作物和經濟可持續性的軟體能力,通過提高生產力來確保未來幾年足夠的糧食,為地球和未來世代提供保障!

作者簡介

Chandrasekar Vuppalapati is a seasoned Software IT Executive with diverse experience in software technologies, enterprise software architectures, cloud computing, big data business analytics, internet of things (IoT), and software product and program management. He has held engineering and product leadership positions at Microsoft, GE Healthcare, Cisco Systems, St. Jude Medical, and Lucent Technologies. Chandrasekar currently teaches software engineering, large-scale analytics, data science, mobile computing, cloud technologies, and web and data mining at San Jose State University (USA).


作者簡介(中文翻譯)

Chandrasekar Vuppalapati 是一位經驗豐富的軟體 IT 高管,擁有多元的軟體技術、企業軟體架構、雲端運算、大數據商業分析、物聯網 (IoT) 以及軟體產品和計畫管理的經驗。他曾在微軟 (Microsoft)、通用電氣醫療 (GE Healthcare)、思科系統 (Cisco Systems)、聖猶達醫療 (St. Jude Medical) 和盧森特科技 (Lucent Technologies) 擔任工程和產品領導職位。Chandrasekar 目前在美國聖荷西州立大學 (San Jose State University) 教授軟體工程、大規模分析、資料科學、行動運算、雲端技術以及網頁和資料挖掘。