Hyperautomation in Precision Agriculture: Advancements and Opportunities for Sustainable Farming (精準農業中的超自動化:可持續農業的進展與機遇)
Singh, Sartajvir, Sood, Vishakha, Srivastav, Arun Lal
- 出版商: Academic Press
- 出版日期: 2024-11-27
- 售價: $7,110
- 貴賓價: 9.5 折 $6,755
- 語言: 英文
- 頁數: 400
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0443241392
- ISBN-13: 9780443241390
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商品描述
Hyperautomation in Precision Agriculture: Advancements and Opportunities for Sustainable Farming is the first book to focus on the integration of multiple techniques and technologies to create an ecosystem sustaining approach that doesn't compromise soil health or environmental safety as it increases crop yield. The book highlights the integration of state-of-the-art tools and working models to address the various challenges in the field of agriculture. It also identifies and discusses the potential and challenges of hyperautomation in sustainable agriculture with respect to efficiency improvement and human enhancement of automated operations. Hyperautomation is a true digital transformation in sustainable agriculture utilizing advanced techniques such as robotic process automation (RPA), digital process automation (DPA), unmanned aerial vehicle (UAV), controlled-environment agriculture (CEA), remote sensing, internet of things (IoT), crop modeling, precision farming, sustainable yield, image analysis, data fusion, artificial intelligence (AI), machine learning (ML), and deep learning (DL).
商品描述(中文翻譯)
《精準農業中的超自動化:可持續農業的進展與機會》是第一本專注於多種技術和方法整合的書籍,旨在創造一種不妥協土壤健康或環境安全的生態系統,同時提高作物產量。該書強調了最先進工具和工作模型的整合,以應對農業領域的各種挑戰。它還識別並討論了超自動化在可持續農業中的潛力和挑戰,特別是在效率提升和人類增強自動化操作方面。
超自動化是真正的可持續農業數位轉型,利用先進技術如機器人流程自動化(RPA)、數位流程自動化(DPA)、無人機(UAV)、受控環境農業(CEA)、遙感技術、物聯網(IoT)、作物建模、精準農業、可持續產量、影像分析、數據融合、人工智慧(AI)、機器學習(ML)和深度學習(DL)。