Statistical aspects of on-farm experimentation

Statistical aspects of on-farm experimentation
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农场实验的统计方面

DOI:
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发表时间:
2011
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通讯作者:
H. Thöle
H. Thöle
中科院分区:
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文献类型:
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作者:
H. Piepho;C. Richter;J. Spilke;K. Hartung;A. Kunick;H. Thöle

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这篇文章回顾了农场实验的设计和分析选项。它既涵盖了自绿色革命以来流行的旧方法,也涵盖了精准农业中使用的在线监控系统所带来的最新发展。对随机化以及地质统计学分析方法在这类实验中的作用进行了批判性的讨论。为了说明问题,文中提供了两个案例研究。
This paper reviews options for the design and analysis of on-farm experiments. It covers both older approaches that have been popular since the Green Revolution, and more recent developments made possible by the availability of online monitoring systems as used in precision farming. The roles of randomisation as well as of geostatistical methods of analysis for these kinds of experiments are critically discussed. Two case studies are provided for illustration.