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Research on Rice Yield Forecasting Model

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成果类型:
会议论文
作者:
Fang, Kui*;Ren, Qingshan;Feng, Xiangmei;Zhu, Xinghui
通讯作者:
Fang, Kui
作者机构:
[Zhu, Xinghui; Fang, Kui; Ren, Qingshan] Hunan Agr Univ, Coll Informat Sci & Technol, Changsha, Hunan, Peoples R China.
[Feng, Xiangmei] Hunan Agr Univ, Agr Informat Ctr, Changsha, Hunan, Peoples R China.
通讯机构:
[Fang, Kui] H
Hunan Agr Univ, Coll Informat Sci & Technol, Changsha, Hunan, Peoples R China.
语种:
英文
关键词:
meteorological factor;rice yield forecasting model;correlation analysis;multiple stepwise regressions
期刊:
PROCEEDINGS OF THE 2017 INTERNATIONAL CONFERENCE ON APPLIED MATHEMATICS, MODELING AND SIMULATION (AMMS 2017)
ISSN:
1951-6851
年:
2017
卷:
153
页码:
125-128
会议名称:
International Conference on Applied Mathematics, Modeling and Simulation (AMMS)
会议论文集名称:
Advances in Intelligent Systems Research
会议时间:
NOV 26-27, 2017
会议地点:
Shanghai, PEOPLES R CHINA
会议主办单位:
[Fang, Kui;Ren, Qingshan;Zhu, Xinghui] Hunan Agr Univ, Coll Informat Sci & Technol, Changsha, Hunan, Peoples R China.^[Feng, Xiangmei] Hunan Agr Univ, Agr Informat Ctr, Changsha, Hunan, Peoples R China.
主编:
Talu, S Hwang, FJ Jakobczak, DJ Esmaeili, A
出版地:
29 AVENUE LAVMIERE, PARIS, 75019, FRANCE
出版者:
ATLANTIS PRESS
ISBN:
978-94-6252-433-0
基金类别:
supported by the research and development key projects in Hunan Province(No 2016NK2118);national R&D key projects(No 2017YFD0301506)
机构署名:
本校为第一且通讯机构
院系归属:
信息科学技术学院
摘要:
The meteorological factors play an important role in rice yield. In this paper, according to the current agricultural meteorological factors on the impact of agricultural production, an the rice yield prediction model was established by using multiple stepwise regression analysis. The experimental results show that the average forecast accuracy is more than 98%, and the prediction result is consistent with the trend of the measured...

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