The preliminary study of nitrogen in cotton leaf based on artificial neutral network

	The preliminary study of nitrogen in cotton leaf based on artificial neutral network
	Li, Xiaozheng; Wang, Keru; Bai, Zhongying; Li, Shaokun; Xie, Ruizhi; Gao, Shiju
刊名	PROGRESS OF INFORMATION TECHNOLOGY IN AGRICULTURE
	2007
页码	265-269
关键词	line network BP network RBF ( radical basis function ) network input vectors digital image
通讯作者	Li, Xiaozheng
英文摘要	Trying to find the method of acquiring the nitrogen quantity by leaf digital information based on Artificial neutral network (ANN). The best network and the most suitable vectors by comparing with the results of line network, BP network and RBF network with six input vectors were selected. It has a lot of advantage using RBF in monitoring the nitrogen content of cotton leave by using its digital information HIS, and RBF is a very useful network in digital image processing. Because of local smallest, simple framework, and training rapid, RBF network can achieve the objective of nitrogen quantity by digital image information, and validate the application of ANN in agriculture.
学科主题	Automation & Control Systems ; Agricultural Engineering ; Computer Science, Interdisciplinary Applications ; Engineering, Electrical & Electronic ; Remote Sensing
语种	英语
出版者	CHINA AGRICULTURAL SCIENCE & TECHNOLOGY PRESS
WOS记录号	WOS:000254292100047
内容类型	期刊论文
源URL	[http://111.203.20.206/handle/2HMLN22E/5689]
专题	作物科学研究所_栽培生理学系
作者单位	Chinese Acad Agr Sci, Inst Crop Sci, NFCRI, Beijing 100081, Peoples R China
推荐引用方式 GB/T 7714	Li, Xiaozheng,Wang, Keru,Bai, Zhongying,et al. The preliminary study of nitrogen in cotton leaf based on artificial neutral network[J]. PROGRESS OF INFORMATION TECHNOLOGY IN AGRICULTURE,2007:265-269.
APA	Li, Xiaozheng,Wang, Keru,Bai, Zhongying,Li, Shaokun,Xie, Ruizhi,&Gao, Shiju.(2007).The preliminary study of nitrogen in cotton leaf based on artificial neutral network.PROGRESS OF INFORMATION TECHNOLOGY IN AGRICULTURE,265-269.
MLA	Li, Xiaozheng,et al."The preliminary study of nitrogen in cotton leaf based on artificial neutral network".PROGRESS OF INFORMATION TECHNOLOGY IN AGRICULTURE (2007):265-269.