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Remote Sensing Monitoring Report of Plant Drought in Shandong Province Based on MODIS Data
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作者 隋学艳 梁守真 +2 位作者 王素娟 侯学会 张晓冬 《Agricultural Science & Technology》 CAS 2016年第8期1912-1916,共5页
Drought stress can affect the growth and development of crops, which can bring huge disaster to crop planting. With the aim to master plant drought condition accurately, an easy and efficient drought monitoring method... Drought stress can affect the growth and development of crops, which can bring huge disaster to crop planting. With the aim to master plant drought condition accurately, an easy and efficient drought monitoring method using remote sensing was constructed through the establishment of the normalized difference vegetation index (NDVI), which was a kind of universality index, based on the high temporal resolution MODIS data with the summer crops in Shandong Province as the study object, as well as the growing state and drought conditions of the crops judged by observing and analyzing the changes in time and space. The method was fit for the crops during vegetative growth stage, and with simple principle and easy operation, the method was easy for technology promotion. 展开更多
关键词 DROUGHT Remote sensing Normalized difference vegetation index (NDVI) MODIS Shandong Province
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BP神经网络样本数据预处理应用研究 被引量:17
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作者 朱庆生 周冬冬 黄伟 《世界科技研究与发展》 CSCD 2012年第4期624-626,共3页
提出一种新的线性预处理输入数据的方法,即通过线性运算将样本数据的各个字段值统一到同一个数量级,然后结合数值归一化的方法将数据运用到神经网络。在基于信令的漫游用户实时信用度测评及欠费风险超前控制系统中,使用统一字段值的数... 提出一种新的线性预处理输入数据的方法,即通过线性运算将样本数据的各个字段值统一到同一个数量级,然后结合数值归一化的方法将数据运用到神经网络。在基于信令的漫游用户实时信用度测评及欠费风险超前控制系统中,使用统一字段值的数量级的方法预处理样本数据取得了很好的预测效果。由此,在模式识别和预测领域,统一样本数据的各个字段值的数量级后再进行网络训练可以取得更好的训练效果。 展开更多
关键词 BP神经网络 数值归一化 预处理 预测
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