陈浩成1,,永明1,2,张红燕2,马晓飞1,刘彦娜1.池塘养殖疾病诊断模型研究[J].广东农业科学,2014,41(7):186-189 |
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池塘养殖疾病诊断模型研究 |
Study on pond culture disease diagnosis model |
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DOI: |
中文关键词: 池塘养殖 BP 神经网络 疾病诊断 |
英文关键词: aquaculture BPN network disease diagnoses |
基金项目:国家现代农业产业技术体系建设专项(CARS-49);
中央级公益性科研院所基本科研业务费专项资金(中国水产科 |
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中文摘要: |
利用BP 神经网络方法建立池塘养殖疾病诊断模型,并进行验证。以养殖种类尧养殖阶段尧病原体尧感染
部位尧水温尧地域作为输入因素,将疾病种类作为输出单元,通过模型训练,利用模型进行预测,预测结果误差在允许
范围之内。
学研究院淡水渔业研究中心)项目(2013JBFM13) |
英文摘要: |
A diseases diagnosis model for pond aquaculture was constructed and verified by BP neural network
method. Taking aquaculture species, breeding stage, pathogen, infection sites, water temperature and region as input factors,
diseases types as output unit, after training of BP network, the model was used to predict. The estimation of the model
showed that the prediction results were in acceptable limits. |
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