| 神经网络在精准农业中的应用研究进展 |
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| 引用本文： | 谢东,陈东城,焦元启,陈明周.神经网络在精准农业中的应用研究进展[J].广东农业科学,2011,38(8):145-148. |
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| 作者姓名： | 谢东 陈东城 焦元启 陈明周 |
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| 作者单位： | 1. 广州甘蔗糖业研究所,广东广州,510316
2. 东莞理工学院工程技术研究院,广东东莞,523808 |
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| 摘 要： | 简单论述了人工神经网络的基本结构和原理,总结了人工神经网络在精准农业的应用,重点介绍了人工神经网络在农作物产量预测和虫害预测方面的应用,简略介绍了人工神经网络在农业智能专家系统、农作物生长方面的应用,并对人工神经网络在精准农业的应用前景进行了展望。
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| 关 键 词： | 神经网络 精准农业 产量 虫害 预测 |
Advance of application of neural network on precision agriculture |
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| XIE Dong,CHEN Dong-cheng,JIAO Yuan-qi,CHEN Ming-zhou.Advance of application of neural network on precision agriculture[J].Guangdong Agricultural Sciences,2011,38(8):145-148. |
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| Authors: | XIE Dong CHEN Dong-cheng JIAO Yuan-qi CHEN Ming-zhou |
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| Institution: | XIE Dong1,CHEN Dong-cheng1,JIAO Yuan-qi2,CHEN Ming-zhou1(1.Guangzhou Sugarcane Industry Research Institute,Guangzhou 510316,China,2.Engineering Technology Institute,Dongguan University of Technology,Dongguan 523808,China) |
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| Abstract: | Mechanism and basic structure of artificial neural network were introduced in the paper.Its applications on precision agriculture were also reviewed,especially for predicting the yield of crop and pests.The applications of artificial neural network on agriculture expert system and crop development were briefly reviewed.Prospect of artificial neural network in precision agriculture was also showed. |
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| Keywords: | neural network precision agriculture yield pests prediction |
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