Automation and digitization of agriculture using artificial intelligence and internet of things

查看全文 作　　者：[1]A.Subeesh;[1]C.R.Mehta

机构地区：[1]ICAR-Central Institute of Agricultural Engineering(CIAE),Bhopal,Madhya Pradesh,India

出　　处：《Artificial Intelligence in Agriculture》索引2021年第1期,共14页

摘　　要：The growing population and effect of climate change have put a huge responsibility on the agriculture sector to increase food-grain production and productivity.In most of the countries where the expansion of cropland is merely impossible,agriculture automation has become the only option and is the need of the hour.Internet of things and Artificial intelligence have already started capitalizing across all the industries including agriculture.Advancement in these digital technologies has made revolutionary changes in agriculture by providing smart systems that can monitor,control,and visualize various farmoperations in real-time andwith comparable intelligence of human experts.The potential applications of IoT and AI in the development of smart farmmachinery,irrigation systems,weed and pest control,fertilizer application,greenhouse cultivation,storage structures,drones for plant protection,crop health monitoring,etc.are discussed in the paper.The main objective of the paper is to provide an overview of recent research in the area of digital technology-driven agriculture and identification of the most prominent applications in the field of agriculture engineering using artificial intelligence and internet of things.The research work done in the areas during the last 10 years has been reviewed from the scientific databases including PubMed,Web of Science,and Scopus.It has been observed that the digitization of agriculture using AI and IoT hasmatured fromtheir nascent conceptual stage and reached the execution phase.The technical details of artificial intelligence,IoT,and challenges related to the adoption of these digital technologies are also discussed.This will help in understanding how digital technologies can be integrated into agriculture practices and pave the way for the implementation of AI and IoT-based solutions in the farms. 关键词：Agriculture automation Artificial intelligence Deep learning Internet of things Smart farm machinery

相关文献

参考文献（105）
引证文献（12）
耦合文献（50）

参考文献(105)

引证文献(12)

耦合文献(50)

互联网出版许可证新出网证(渝)字10号全国400电话 - 免长途话费

Automation and digitization of agriculture using artificial intelligence and internet of things

参考文献(105)

引证文献(12)

耦合文献(50)

用户提示