中国农业科学院农业信息研究所 中国农学会
Agricultural Information Institute of CAAS China Association of Agricultural Science Societies
En
Ch
中国农业科学院农业信息研究所 中国农学会 主办

AI检索

订阅

返回顶部
当前位置: 首页 > 文章 > 基于RAGA的PPC模型评价水分胁迫对寒区水稻生长和产量的影响 农业工程学报 2009,25 (2) 29-33
Position: Home > Articles > Evaluation of effects of water stress on growing and yield of paddy based on RAGA-PPC model in cold area Transactions of the Chinese Society of Agricultural Engineering 2009,25 (2) 29-33

基于RAGA的PPC模型评价水分胁迫对寒区水稻生长和产量的影响

作  者：
徐淑琴;付强;董淑喜;季飞;王克全
单  位：
东北农业大学水利与建筑学院
关键词：
干旱;模型;灌溉;水稻;水分胁迫;生育指标;RAGA-PPC;调亏灌溉
摘  要：
针对水分胁迫对水稻生育和产量的综合影响很难直观判断的问题,该文提出了评价水稻综合指标的投影寻踪方法,该方法可以依据样本自身的数据特性寻求最佳投影方向,利用最佳投影方向判断各评价指标对综合评价目标的贡献大小。采用实码加速遗传算法进行PPC建模,简化了投影寻踪技术的实现过程,克服了投影寻踪技术计算复杂、编程实现困难的缺点。评价结果表明,拔节期受旱对生育综合指标影响较大,分蘖期受旱由于时间较长,生育综合指标也较差。水稻生育期连旱对生理指标以及产量影响最为严重。应用RAGA算法的PPC模型评价水稻水分胁迫情况下生育综合指标排序结论比较可靠,这对制定水稻调亏灌溉制度具有应用价值。
译  名：
Evaluation of effects of water stress on growing and yield of paddy based on RAGA-PPC model in cold area
作  者：
Xu Shuqin,Fu Qiang,Dong Shuxi,Ji Fei,Wang Kequan(College of Water Conservancy and Architecture,Northeast Agricultural University,Harbin 150030,China)
关键词：
drought,models,irrigation,rice,water stress,growing index,RAGA-PPC,regulated deficit irrigation
摘  要：
In order to solve the difficulty of judging the comprehensive effects of water stress on the growing and yield of rice,projection pursuit classification(PPC for short)model was presented.It could calculate the best projection direction based on the sample data characteristics.Through the best projection direction,the contributions of each evaluation index to the comprehensive evaluation target could be judged.The PPC model based on real coded accelerating genetic algorithm(RAGA-PPC for short)can simplify the realized process of PPC model,and overcome the shortcomings of complex calculation and difficulty of programming in traditional PPC model.The results showed that comprehensive growing index was influenced greatly by drought in jointing stage.It was also worse because of the long time drought in tillering stage.At the same time,continuous drought in growth duration of rice had most serious effects on the physiological parameters and yield.It was reliable to apply the RAGA-PPC model to evaluate the order result of comprehensive growing index under water stress conditions.The model has great significance in establishing regulated deficit irrigation system of rice.

相似文章

导出引用
计量
文章访问数: 7
HTML全文浏览量: 0
PDF下载量: 0

所属期刊

推荐期刊

友情链接Friendly link
农业信息研究所Agricultural information institute 农业智能知识服务平台Agricultural intelligent knowledge service platform 农业学术服务平台Agricultural Knowledge Service System 中国知网CNKI 维普网VIP 万方WANFANG DATA
联系我们Contact us

电话Tell：010-82109652-808

邮箱E-mail：agrijournal@caas.cn

服务Service
关于我们About us 意见建议Opinions and suggest
版权说明Copyright
单位：中国农业科学院农业信息研究所 中国农学会 © 2017中国农业科学院农业信息研究所 ICP备案号：京ICP备09089781号-46