Artificial Intelligence and Sustainable Agriculture for Solanaceae Crops
暫譯: 人工智慧與可持續農業在茄科作物中的應用

Dubey, Mithilesh Kumar, Verma, Kajal, Ahmed, Khalil

Artificial Intelligence and Sustainable Agriculture for Solanaceae Crops
  • 出版商: CRC
  • 出版日期: 2026-03-31
  • 售價: $6,800
  • 貴賓價: 9.8 折 $6,664
  • 語言: 英文
  • 頁數: 236
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1041072600
  • ISBN-13: 9781041072607
  • 相關分類: Machine Learning、Matlab、Python

    • 海外代購書籍(需單獨結帳)

商品描述

The book Artificial Intelligence and Sustainable Agriculture for Solanaceae Crops provides a comprehensive exploration of artificial intelligence techniques and their transformative role in promoting sustainable agriculture, particularly for Solanaceae crops such as tomato, potato, and eggplant. Focusing on disease detection and prediction, the book highlights advanced AI applications, including dimensionality reduction, feature extraction, and the analysis of complex genomics and phenotypic data. It systematically presents the design, implementation, and evaluation of predictive models using widely adopted tools such as MATLAB and Python, while also addressing both software- and hardware-based solutions for enhancing genomics research and crop disease management. Through detailed case studies, experimental results, and practical examples, the book demonstrates how AI can optimize precision agriculture practices, improve crop yield, and support early warning systems for disease outbreaks. Serving as both a theoretical reference and a practical guide, it is an invaluable resource for researchers, graduate students, agronomists, and professional engineers aiming to leverage AI, image analysis, and predictive modeling to address real-world challenges in Solanaceae crop production and genomics.

商品描述(中文翻譯)

本書《人工智慧與茄科作物的可持續農業》全面探討了人工智慧技術及其在促進可持續農業中的變革性角色，特別是針對茄科作物如番茄、馬鈴薯和茄子。書中專注於疾病檢測和預測，突顯了先進的人工智慧應用，包括降維、特徵提取以及複雜基因組和表型數據的分析。它系統性地介紹了使用廣泛採用的工具如 MATLAB 和 Python 設計、實施和評估預測模型的過程，同時也探討了增強基因組研究和作物疾病管理的軟體和硬體解決方案。透過詳細的案例研究、實驗結果和實用範例，本書展示了人工智慧如何優化精準農業實踐、提高作物產量，並支持疾病爆發的早期預警系統。作為理論參考和實用指南，它是研究人員、研究生、農學家和專業工程師在利用人工智慧、影像分析和預測建模來解決茄科作物生產和基因組領域現實挑戰時的重要資源。

作者簡介

Mithilesh Kumar Dubey is a distinguished academician and researcher with over 18 years of experience in Computer Science and Engineering. He has published 90+ research papers, been granted 21 patents from Government of India, authored books, and presented at leading global conferences. His expertise spans Artificial Intelligence, Data Science, Plant & Brain Disease Detection, E-Healthcare, Higher Education Policy, Innovation, and Entrepreneurship. With proven leadership in curriculum design, quality assurance, and academic governance aligned with UGC, AICTE, NAAC, and NBA guidelines, Prof(Dr.) Dubey is widely recognized for his dedication to student mentoring, academic excellence, and societal development.

Kajal Verma is currently pursuing a Ph.D. in the School of Computer Science and Engineering at Lovely Professional University, Punjab, India. Her research is centered on the integration of Artificial Intelligence (AI) techniques to promote sustainable agriculture, with a particular focus on developing intelligent systems for crop monitoring, disease detection, and precision farming. Over the course of her academic career, she has made substantial contributions to the research community, publishing numerous articles in high-quality, peer-reviewed national and international journals as well as presenting her work at prominent conferences. In addition to her research, she actively contributes to the scientific community by serving as a reviewer for IEEE publications, ensuring the quality and rigor of research in the fields of AI and smart agriculture.

Khalil Ahmed is currently serving as a Senior Research Fellow in the School of Computer Science and Engineering at Lovely Professional University, Punjab, India. His primary areas of research include Artificial Intelligence, Smart Cities, Computer System Architecture, and Sustainable Agriculture, with a key focus on developing intelligent AIoT systems and architecture to address real-world agricultural challenges. He has contributed significantly to the academic community by publishing several research papers in peer-reviewed national and international journals and conference proceedings.

Sudha Dubey is currently serving as an Assistant Professor in the Faculty of Sociology at Lovely Professional University, Jalandhar, Punjab. She earned her Ph.D. from Mahatma Gandhi Kashi Vidyapeeth, Varanasi, U.P., and has developed a strong academic focus on areas such as gender empowerment, social issues, and environmental studies. Dr. Dubey actively mentors research scholars, with four of them currently pursuing their doctoral studies under her guidance, while three having successfully completed their Ph.D. programs under her supervision. In addition to her teaching and mentorship, she has made significant contributions to the study of marriage and kinship, social stratification, media, and the intersection of sociology with emerging technologies such as Artificial Intelligence. Her work continues to advance knowledge and understanding in both traditional sociological domains and contemporary interdisciplinary fields.

作者簡介(中文翻譯)

**Mithilesh Kumar Dubey** 是一位傑出的學者和研究者，擁有超過 18 年的計算機科學與工程經驗。他已發表超過 90 篇研究論文，獲得印度政府授予的 21 項專利，著作多本書籍，並在全球領先的會議上發表演講。他的專業領域涵蓋人工智慧 (Artificial Intelligence)、數據科學 (Data Science)、植物與大腦疾病檢測、電子健康 (E-Healthcare)、高等教育政策、創新與創業。作為一位在課程設計、質量保證和學術治理方面具有領導能力的教授 (博士) Dubey，他因對學生輔導、學術卓越和社會發展的奉獻而廣受認可。

**Kajal Verma** 目前正在印度旁遮普的 Lovely Professional University 計算機科學與工程學院攻讀博士學位。她的研究重點是整合人工智慧 (AI) 技術以促進可持續農業，特別專注於開發智能系統以進行作物監測、疾病檢測和精準農業。在她的學術生涯中，她對研究社群做出了重要貢獻，發表了多篇高品質、經過同行評審的國內外期刊文章，並在知名會議上展示她的研究成果。除了研究外，她還積極參與科學社群，擔任 IEEE 出版物的審稿人，確保人工智慧和智能農業領域研究的質量和嚴謹性。

**Khalil Ahmed** 目前擔任印度旁遮普 Lovely Professional University 計算機科學與工程學院的高級研究員。他的主要研究領域包括人工智慧、智慧城市、計算機系統架構和可持續農業，重點在於開發智能 AIoT 系統和架構，以應對現實世界的農業挑戰。他在學術界做出了重要貢獻，發表了多篇研究論文於經過同行評審的國內外期刊和會議論文集中。

**Sudha Dubey** 目前擔任印度旁遮普 Lovely Professional University 社會學系的助理教授。她在印度瓦拉納西的 Mahatma Gandhi Kashi Vidyapeeth 獲得博士學位，並在性別賦權、社會議題和環境研究等領域建立了強大的學術重點。Dubey 博士積極指導研究學者，目前有四位在她的指導下攻讀博士學位，三位則在她的監督下成功完成博士課程。除了教學和輔導外，她在婚姻與親屬、社會分層、媒體以及社會學與新興技術（如人工智慧）的交集研究方面做出了重要貢獻。她的研究持續推進了傳統社會學領域和當代跨學科領域的知識與理解。

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