Agricultural Informatics: Automation Using the Iot and Machine Learning
暫譯: 農業資訊學:利用物聯網與機器學習進行自動化

Choudhury, Amitava, Biswas, Arindam, Prateek, Manish

  • 出版商: Wiley
  • 出版日期: 2021-04-06
  • 售價: $6,840
  • 貴賓價: 9.5$6,498
  • 語言: 英文
  • 頁數: 304
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1119768845
  • ISBN-13: 9781119768845
  • 相關分類: Machine Learning物聯網 IoT
  • 海外代購書籍(需單獨結帳)

商品描述

Despite the increasing population (the Food and Agriculture Organization of the United Nations estimates 70% more food will be needed in 2050 than was produced in 2006), issues related to food production have yet to be completely addressed. In recent years, Internet of Things technology has begun to be used to address different industrial and technical challenges to meet this growing need. These Agro-IoT tools boost productivity and minimize the pitfalls of traditional farming, which is the backbone of the world's economy. Aided by the IoT, continuous monitoring of fields provides useful and critical information to farmers, ushering in a new era in farming. The IoT can be used as a tool to combat climate change through greenhouse automation; monitor and manage water, soil and crops; increase productivity; control insecticides/pesticides; detect plant diseases; increase the rate of crop sales; cattle monitoring etc.

Agricultural Informatics: Automation Using the IoT and Machine Learning focuses on all these topics, including a few case studies, and they give a clear indication as to why these techniques should now be widely adopted by the agriculture and farming industries.

商品描述(中文翻譯)

儘管人口不斷增加(聯合國糧食及農業組織估計到2050年所需的食物將比2006年生產的多出70%),與食物生產相關的問題仍未完全解決。近年來,物聯網技術開始被用來解決不同的工業和技術挑戰,以滿足這一日益增長的需求。這些農業物聯網(Agro-IoT)工具提高了生產力,並最小化了傳統農業的缺陷,傳統農業是全球經濟的支柱。在物聯網的幫助下,對田地的持續監控為農民提供了有用且關鍵的信息,開創了農業的新時代。物聯網可以作為應對氣候變化的工具,通過溫室自動化;監控和管理水資源、土壤和作物;提高生產力;控制農藥/殺蟲劑;檢測植物疾病;提高作物銷售率;牛隻監控等。

《農業資訊學:利用物聯網和機器學習的自動化》專注於所有這些主題,包括幾個案例研究,並清楚地表明為什麼這些技術現在應該被農業和農業產業廣泛採用。

作者簡介

Amitava Choudhury PhD is an assistant professor in the school of Computer Science, University of Petroleum & Energy Studies, Dehradun, India.

Arindam Biswas PhD is an assistant professor in School of Mines and Metallurgy at Kazi Nazrul University, Asansol, West Bengal, India.

Manish Prateek PhD is Professor and Dean, School of Computer Science, at the University of Petroleum and Energy Studies, Dehradun, India.

Amlan Chakrabarti PhD is a Full Professor in the A.K. Choudhury School of Information Technology at the University of Calcutta.

作者簡介(中文翻譯)

Amitava Choudhury 博士是印度德拉敦石油與能源研究大學計算機科學學院的助理教授。

Arindam Biswas 博士是印度西孟加拉邦阿桑索爾卡齊·納茲魯大學礦業與冶金學院的助理教授。

Manish Prateek 博士是印度德拉敦石油與能源研究大學計算機科學學院的教授及院長。

Amlan Chakrabarti 博士是加爾各答大學A.K. Choudhury資訊技術學院的正教授。