Agricultural Internet of Things and Decision Support for Precision Smart Farming
暫譯: 農業物聯網與精準智慧農業的決策支持
Castrignano, Annamaria, Buttafuoco, Gabriele, Khosla, Raj
- 出版商: Academic Press
- 出版日期: 2020-01-14
- 售價: $5,470
- 貴賓價: 9.5 折 $5,197
- 語言: 英文
- 頁數: 380
- 裝訂: Quality Paper - also called trade paper
- ISBN: 012818373X
- ISBN-13: 9780128183731
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相關分類:
物聯網 IoT
海外代購書籍(需單獨結帳)
相關主題
商品描述
Agricultural Internet of things and Decision Support System for Precision Smart Farming reveals how a set of key enabling technologies (KET), related to agronomic management, remote and proximal sensing, data mining, decision making and automation can be efficiently integrated in one system. As precision farming moves from increasing awareness of the importance of data and reliable tools capable of recording, estimating and predicting various resource-use and growth-states for improved sustainability in agriculture this book provides the insights necessary to move from awareness to application. The book presents real-world information on how KETs enable: 1) monitoring real time conditions of soil, plant and micro-climate; 2) determining real time site-specific requirement of the crop system; 3) developing a decision support system (DSS) aimed at maximising the efficient use of resources; 4) planning agronomic inputs differentiated in time and space, so to optimize multi-objective functions; 5) actuating real-time local procedures. In this perspective farming is considered as a cyber-physical system, capable to collect and record multi-source data, process them and transform the extracted information into action for optimal management.Written by a team of experts with global experience, this book is ideal for researchers, academics, post-graduate students and practitioners who are willing to embrace the new technologies and the new way of managing agriculture.
- Presents the science behind smart technologies for agricultural management
- Reveals the power of data science and how to extract meaningful insights from big data on what is most suitable based on individual time and space
- Proves how advanced technologies used in agriculture practices can become site-specific, locally adaptive, operationally feasible and economically affordable
商品描述(中文翻譯)
《農業物聯網與精準智慧農業決策支援系統》揭示了一組與農業管理、遠端與近端感測、資料挖掘、決策制定及自動化相關的關鍵啟用技術(KET)如何有效整合於一個系統中。隨著精準農業對於數據及可靠工具的重要性日益提高,這些工具能夠記錄、估算及預測各種資源使用及生長狀態,以改善農業的可持續性,本書提供了從認知到應用所需的見解。本書呈現了關於KET如何實現的現實資訊:1)即時監測土壤、植物及微氣候的條件;2)確定作物系統的即時特定需求;3)開發旨在最大化資源有效使用的決策支援系統(DSS);4)規劃在時間和空間上區分的農業投入,以優化多目標函數;5)執行即時的地方程序。在這個視角下,農業被視為一個網路物理系統,能夠收集和記錄多來源數據,處理這些數據並將提取的信息轉化為最佳管理的行動。本書由一組具有全球經驗的專家撰寫,適合希望接受新技術和新農業管理方式的研究人員、學者、研究生及實務工作者。
- 提供農業管理智慧技術背後的科學
- 揭示數據科學的力量,以及如何從大數據中提取有意義的見解,根據個別的時間和空間找出最合適的方案
- 證明在農業實踐中使用的先進技術如何能夠成為特定地點、當地適應、操作可行且經濟可負擔的解決方案