|本期目录/Table of Contents|

[1]王晓珂,赵春江,董大明.移动中肥料养分含量的在线高通量测量方法——基于近红外光谱和化学计量学[J].江苏农业科学,2018,46(21):238-240.
 Wang Xiaoke,et al.High-throughput online measurement of nutrient contents in moving fertilizers-Based on near infrared spectrum and chemometrics[J].Jiangsu Agricultural Sciences,2018,46(21):238-240.
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移动中肥料养分含量的在线高通量测量方法
——基于近红外光谱和化学计量学
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《江苏农业科学》[ISSN:1002-1302/CN:32-1214/S]

卷:
第46卷
期数:
2018年第21期
页码:
238-240
栏目:
农业工程与信息技术
出版日期:
2018-11-05

文章信息/Info

Title:
High-throughput online measurement of nutrient contents in moving fertilizers-Based on near infrared spectrum and chemometrics
作者:
王晓珂12 赵春江2 董大明2
1.首都师范大学,北京 100097; 2.北京市农林科学院北京农业智能装备技术研究中心,北京 100097
Author(s):
Wang Xiaokeet al
关键词:
肥料近红外光谱Norris求导主成分分析在线测量化学计量学回归模型
Keywords:
-
分类号:
O657.33;S126
DOI:
-
文献标志码:
A
摘要:
肥料养分含量在线测量是肥料生产的发展方向,融合化学计量学的近红外光谱学方法与传统化学方法相比,具有快速无损和在线监测的明显优势,适合生产线肥料含量的定点实时监测。利用近红外漫反射法,获取国内四大厂商提供的肥料样品的近红外光谱。针对不同厂家肥料样品养分差别较大的现状,利用主成分分析对四大厂家肥料样品的近红外光谱进行分析,能够完成不同厂家肥料的区分。基于Norris求导和偏最小二乘,完成芭田肥料样品的近红外光谱预处理和氮、磷、钾元素含量回归模型的建立,回归模型r2大于0.83。本研究结果为生产线肥料养分含量的实时定量分析及便携式肥料快速检测设备的研制奠定了基础。
Abstract:
-

参考文献/References:

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备注/Memo

备注/Memo:
收稿日期:2017-11-10
基金项目:国家自然科学基金(编号:31622040)。
作者简介:王晓珂(1991—),女,山西朔州人,硕士研究生,从事光谱测量和预处理、数学建模算法研究。E-mail:wxk_xa123@163.com。
通信作者:赵春江,博士,博士生导师,研究员,主要从事农业信息化和农业智能装备技术研究。E-mail:zhaocj@nercita.org.cn。
更新日期/Last Update: 2018-11-05