Artificial Intelligence and Smart Agriculture Applications

Kose, Utku, Prasath, V. B. Surya, Mondal, M. Rubaiyat Hossain

Artificial Intelligence and Smart Agriculture Applications
  • 出版商: Auerbach Publication
  • 出版日期: 2022-09-07
  • 售價: $6,310
  • 貴賓價: 9.5 折 $5,995
  • 語言: 英文
  • 頁數: 335
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 103222357X
  • ISBN-13: 9781032223575
  • 相關分類: 人工智慧

    • 下單後立即進貨 (約2~4週)

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商品描述

An essential resource work for understanding how to design and develop smart applications for present and future problems of the field of agriculture.- Dr. Deepak Gupta, Maharaja Agrasen Institute of Technology, Delhi, India

As a result of the advances in Artificial Intelligence (AI), many aspects of daily life have been transformed by smart digital technology. Advanced intelligent algorithms can provide powerful solutions to real-world problems. Smart applications have become commonplace. All areas of life are being changed by smart tools developed to deal with complex issues challenging both humanity and the earth.

Artificial Intelligence and Smart Agriculture Applications presents the latest smart agriculture applications developed across the globe. It covers a broad array of solutions using data science and AI to attack problems facing agriculture worldwide.

Features:

  • Application of drones and sensors in advanced farming
  • A cloud-computing model for implementing smart agriculture
  • Conversational AI for farmer's advisory communications
  • Intelligent fuzzy logic to predict global warming's effect on agriculture
  • Machine learning algorithms for mapping soil macronutrient elements variability
  • A smart IoT framework for soil fertility enhancement
  • AI applications in pest management
  • A model using Python for predicting rainfall

The book examines not only present solutions but also potential future outcomes. It looks at the role of AI-based algorithms and the almost infinite combinations of variables for agricultural applications. Researchers, public and private sector representatives, agriculture scientists, and students can use this book to develop sustainable and solutions for smart agriculture. This book's findings are especially important as the planet is facing unprecedented environmental challenges from over-farming and climate change due to global warming.

商品描述(中文翻譯)

「人工智慧與智慧農業應用」是一本重要的資源書，用於了解如何設計和開發解決現在和未來農業領域問題的智慧應用程式。- Dr. Deepak Gupta, Maharaja Agrasen Institute of Technology, Delhi, India

由於人工智慧（AI）的進步，許多日常生活的方面已經被智慧數位技術轉變。先進的智慧演算法可以提供強大的解決方案來解決現實世界的問題。智慧應用已經變得普遍。生活的各個領域都正在被開發出來應對人類和地球所面臨的複雜問題的智慧工具所改變。

「人工智慧與智慧農業應用」介紹了全球各地開發的最新智慧農業應用。它涵蓋了使用數據科學和人工智慧來解決全球農業面臨的問題的各種解決方案。

特點：
- 在先進農業中應用無人機和感測器
- 實施智慧農業的雲計算模型
- 農民諮詢通訊的對話式人工智慧
- 使用智慧模糊邏輯預測全球暖化對農業的影響
- 用於映射土壤巨量營養元素變異性的機器學習演算法
- 用於土壤肥力增強的智慧物聯網框架
- 智慧農業中的人工智慧應用
- 使用Python預測降雨的模型

這本書不僅探討現有的解決方案，還展望了潛在的未來結果。它關注基於人工智慧演算法和幾乎無限組合的變數在農業應用中的作用。研究人員、公共和私營部門代表、農業科學家和學生可以使用這本書來開發可持續和智慧農業的解決方案。由於地球正面臨著過度耕作和全球暖化引起的氣候變化等前所未有的環境挑戰，這本書的研究結果尤其重要。

作者簡介

Dr. Utku Kose is Associate Professor in Suleyman Demirel University, Turkey. He has more than 100 publications including articles, authored and edited books, proceedings, and reports.

V.B. Surya Prasath is an assistant professor in the Division of Biomedical Informatics at the Cincinnati Children's Hospital Medical Center, and at the Departments of Biomedical Informatics, Electrical Engineering and Computer Science, University of Cincinnati from 2018.

M. Rubaiyat Hossain Mondal is a faculty member at the Institute of Information and Communication Technology (IICT) in BUET, Bangladesh. He has published a number of papers in journals of IEEE, IET, Elsevier, Springer, Wiley, De Gruyter, PLOS, and MDPI.

Prajoy Podder is currently a researcher at the Institute of Information and Communication Technology, Bangladesh University of Engineering and Technology. He worked as a lecturer in the department of Electrical and Electronic Engineering, Ranada Prasad Shaha University, Narayanganj, Bangladesh.

Subrato Bharati is a researcher in the Institute of Information and Communication Technology, Bangladesh University of Engineering and Technology, Dhaka, Bangladesh. He is a regular reviewer of a number of international journal including Elsevier, Springer, and Wiley.

作者簡介(中文翻譯)

Dr. Utku Kose是土耳其蘇萊曼·德米雷爾大學的副教授。他發表了100多篇論文，包括文章、著作和編輯的書籍、會議論文和報告。

V.B. Surya Prasath是辛辛那提兒童醫院醫學中心生物醫學信息學部和辛辛那提大學生物醫學信息學、電氣工程和計算機科學系的助理教授，任職於2018年。

M. Rubaiyat Hossain Mondal是孟加拉國孟加拉工程與技術大學信息和通信技術學院的教職員。他在IEEE、IET、Elsevier、Springer、Wiley、De Gruyter、PLOS和MDPI等期刊上發表了多篇論文。

Prajoy Podder目前是孟加拉工程與技術大學信息和通信技術學院的研究員。他曾在孟加拉國納拉揚甘傑的Ranada Prasad Shaha大學電氣與電子工程系擔任講師。

Subrato Bharati是孟加拉工程與技術大學信息和通信技術學院的研究員，位於孟加拉國達卡。他是包括Elsevier、Springer和Wiley在內的多個國際期刊的常規審稿人。

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