Bayesian Approach in Agrochemical Surveys

Yu. N. Blagoveshchenskii; V. P. Samsonova

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Bayesian Approach in Agrochemical Surveys

机译：农业化学调查中的贝叶斯方法

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摘要

In the scheme of agrochemical surveys, sampling is one of the most costly stages. The use of a priori information about the distributions of properties (Bayesian approach) allows one to reduce the number of samples to be taken by 5—10% without deteriorating the accuracy of the estimation. The maintenance of regional soil-mapping databases is a necessary condition for applying the Bayesian approach.

机译：在农业化学调查方案中，采样是最昂贵的阶段之一。使用有关属性分布（贝叶斯方法）的先验信息允许一个人减少5-10％的样品的数量，而不会降低估计的准确性。区域土壤映射数据库的维护是应用贝叶斯方法的必要条件。

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来源
《Moscow University Soil Science Bulletin》 |2016年第5期|共6页
作者
Yu. N. Blagoveshchenskii; V. P. Samsonova;
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作者单位

Department of Soil Science Moscow State University Moscow Russia;

Department of Soil Science Moscow State University Moscow Russia;

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原文格式 PDF
正文语种 eng
中图分类农业基础科学;
关键词
agrochemical surveys; Bayesian estimation of distribution parameters;

机译：农业化学调查;分布参数的贝叶斯估计;

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专利

1. Bayesian Approach in Agrochemical Surveys [J] . Yu. N. Blagoveshchenskii, V. P. Samsonova Moscow University Soil Science Bulletin . 2016,第4a5期

机译：农业化学调查中的贝叶斯方法
2. Bayesian approach for network adjustment for gravity survey campaign: methodology and model test [J] . Chen Shi, Zhuang Jiancang, Li Xiaoyi, Journal of Geodesy . 2019,第5期

机译：用于重力调查活动的网络调整的贝叶斯方法：方法和模型检验
3. Bayesian approach for network adjustment for gravity survey campaign: methodology and model test [J] . Chen Shi, Zhuang Jiancang, Li Xiaoyi, Journal of Geodesy . 2019,第5期

机译：贝叶斯预防勘察竞选网络调整方法：方法论和模型测试
4. Knowing What to Ask: A Bayesian Active Learning Approach to the Surveying Problem [C] . Yoad Lewenberg, Yoram Bachrach, Ulrich Paquet, AAAI Conference on Artificial Intelligence . 2017

机译：了解要问的内容：贝叶斯主动学习方法调查问题
5. Modeling the mail survey response pattern and determining the optimal number of questionnaires: A Bayesian approach. [D] . Singer, Ethan Lloyd "Mendel". 1991

机译：建模邮件调查响应模式并确定最佳问卷数量：贝叶斯方法。
6. Main Determinants of Catastrophic Health Expenditures: A Bayesian Logit Approach on Iranian Household Survey Data (2010) [O] . Ali Akbar Fazaeli, Hossein Ghaderi, Amir Abbas Fazaeli, 2015

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7. An Approximate Bayesian Approach to Model-assisted Survey Estimation with Many Auxiliary Variables [O] . Shonosuke Sugasawa, Jae Kwang Kim 2022

机译：许多辅助变量的模型辅助调查估计的近似贝叶斯方法
8. Tolerance Regions: A Survey of Its Literature. Vi. The Bayesian Approach [R] . Guttman, I. 1968

机译：宽容区域：文学概论。六。贝叶斯方法

Bayesian Approach in Agrochemical Surveys

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