[1]姜丽霞,那济海,朱海霞,等.基于Logistic方程的大豆产量预报方法[J].大豆科学,2008,27(03):414-419.[doi:10.11861/j.issn.1000-9841.2008.03.0414]
　JIANG Li-xia,NA Ji-hai,ZHU Hai-xia,et al.Method for Forecasting Soybean Yield Based on Logistic Equation[J].Soybean Science,2008,27(03):414-419.[doi:10.11861/j.issn.1000-9841.2008.03.0414]
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基于Logistic方程的大豆产量预报方法

《大豆科学》[ISSN:1000-9841/CN:23-1227/S] 卷: 第27卷 期数: 2008年03期 页码: 414-419 栏目: 出版日期: 2008-06-25
Title:
Method for Forecasting Soybean Yield Based on Logistic Equation
文章编号:
1000-9841(2008)03-0414-06
作者:
姜丽霞; 那济海; 朱海霞; 韩俊杰; 纪仰慧; 闫平; 王萍; 王晨轶; 李秀芬
黑龙江省气象科学研究所，黑龙江 哈尔滨 150030
Author(s):
JIANG Li-xia; NA Ji-hai; ZHU Hai-xia; HAN Jun-jie; JI Yang-hui; YAN Ping; WANG Ping; WANG Chen-yi;  LI Xiu-fen
Heilongjiang Provincial Institute of Meteorological Sciences，Harbin 150030，Heilongjiang，China
关键词:
大豆产量; 气象条件; 干物质积累量; 预报方法
Keywords:
Soybean yield; Climate conditions; Dry matter accumulation; Forecast model
DOI:
10.11861/j.issn.1000-9841.2008.03.0414
文献标志码:
A
摘要:
基于Logistic方程建立大豆干物质累积曲线用来描述大豆干物质累积过程，由于气候条件处于非理想状态，因此对其干物质累积过程进行气象条件订正，并分析干物质累积量与气候产量的关系。在以上分析的基础上，建立大豆农业气象产量预测模式。通过计算分析温度和水分订正系数发现：在不同热量带、不同年份、不同发育时段，温度和水分订正系数不同，说明温度和水分条件是影响大豆生长发育和产量形成的重要限制因子。利用大豆主产区2004~2006年的气象和产量资料进行预报，预报精确度在95.9%左右，且预测产量与实际产量相关性较好，R-2在0.903~0.948之间，通过α=0.01的显著性检验，说明模型预测的产量比较准确，模型可用。
Abstract:
The curve of soybean dry matter accumulation was founded to describe the process of soybean dry matter accumulation based on Logistic Equation.The climatic factors weren’t generally optimum state，so correct meteorological conditions to the process of soybean dry matter accumulation，and analyze the relationship between the accumulated quantity of crop dry matter and climatic yield.Base on above analysis to establish Agro-meteorological Yield Forecasted model.It was found that the correction coefficient of temperature and water varied with heat zones，years and developing stages，which indicate that temperature and water are both important limited factors affecting soybean growth as well as final yield.By using meteorological and yield data during 2004 to 2006 in main soybean production areas，the accuracy of forecasting reached 95.9％，and correlation between forecasted yield and official yield was well，which indicate that the forecasted yield of the model is accurate，and the model can be put into use.

参考文献/References:

[1]李剑萍.气象卫星作物长势监测及产量预报系统[J].气象科技，2002，30(2)：108-111.(Li J P.Meteorological satellite crop growing situation monitoring and yield forecast system［J］.Meteorological Science and Technology，2002，30(2)：108-111.)

[2]李郁竹，谭凯琰.华北地区玉米遥感估产方法的初步研究[J].应用气象学报，1995，6(增)：33-41.(Li Y Z，Tan K Y.A Preliminary study on the method for corn yeild estimation by remote for corn yield estimation by remote sensing in North China［J］.Quarterly Journal of Applied Meteorology，1995，6(Append)：33-41.)
[3]韩永翔，葛秉钧.甘肃省玉米产量的主成分分析[J].应用气象学报，1995，6(2)：252-256.(Han Y X，Ge B J.The principal component analysis for corn yield in Gansu Province［J］.Quarterly Journal of Applied Meteorology，1995，6(2)：252-256.)
[4]王建林，王宪彬，太华杰.中国粮食总产量预测方法研究[J].气象学报，2000，58(6)：738-744.(Wang J L，Wang X B，Tai H J.Study on the method of predicting food total output in China［J］.Actameteorologica Sinica，2000，58(6)：738-744.)
[5]邹永林，胡萌夫，高金成，等.镇江市小麦产量预报方法的研究——Baier-Robertsons模型的一种改进型 [J].气象，1988，14(1)：28-31.(Zou Y L.Hu M F，Gao J C，et al.Study on method of wheat yield forecast in Zhenjiang City—an improved mold of Baier-Robertsons Mold［J］.Meteorological Monthly，1988，14(1)：28-31.)
[6]顾本文，吉文娟.灰色关联度分析在云南小春作物产量预报中的应用[J].干旱地区农业研究，2006，24(3)：45-48.(Gu B W，Ji W J.Application of grey relational analysis in yield forecast of spring crop in Yunnan Province［J］.Agricultural Research in the Arid Areas，2006，24(3)：45-48.)
[7]张宇，王石立，王馥棠.气候变化对我国小麦发育及产量可能影响的模拟研究[J].应用气象学报，2000，11(3)：264-270.(Zhang Y，Wang S L，Wang F T.Research on the possible effects of climate change on growth and yield of wheat in China［J］.Quarterly Journal of Applied Meteorology，2000，11(3)：264-270.)
[8]赵四强.日本作物产量预报简介[J].气象，1985，11(3)：25-26.Zhao S Q.Brief introduction of crop yield forecast in Japan［J］.Meteorological Monthly，1985，11(3)：25-26.)
[9]Graybiu J S，Cox W J，Otis D J.Yield and quality of forage maize as influence by hybrid，planting date，and plant fensity［J］.Agronomy Journal，1991，83(3)： 559-563.
[10]Otto J.Helweg.Function of crop yield from applied water［J］.Agronomy Journal，1991，83(4)：769-773.
[11]陈立亭，孙玉亭，胡传第，等.黑龙江省气候与农业[M].北京：气象出版社，2000：76-77.(Cheng L T，Sun Y T，Hu C，et al.Climate and agriculture of Heilongjiang province［M］.Beijing： Meteorological Publishing Company,2000：76-77.)
[12]徐为根，申双和，姚克敏，等.不同水分处理下南京地区冬小麦耗水量特征及其模拟[J].气象科学，2002，22(2)：191-196.(Xu W G，Shen S H，Yao K M，et al.The character and simulation study of water consumption of winter wheat in Nanjing area In different soil water disposal［J］.Scientia Meteorologica Sinica，2002，22(2)：191-196.)
[13]陆葆跃.春玉米耗水量及其抗旱决策[J].南京气象学院学报，1994，(增刊)：9-11.(Lu B Y.Water consumption of spring corn and drought-relief measures［J］.Journal of Nanjing Institute of Meteorology，1994(Append)：9-11.)
[14]陈玉民.估算冬小麦旬平均日耗水量模型的初步研究[J].水利学报，1999(12)：49-54.(Chen Y M.Study on daily water consumption per ten-days mold of winter wheat［J］.Journal of Hydraulic Engineering，1989(12)：49-54.)
[15]朱自玺.棉花耗水规律与灌溉随机控制[J].应用气象学报，1998，9(4)：417-424.(Zhu Y X.Water consumption and stochastic control of orrigation for cotton［J］.Quarterly Applied Meteorology，1998，9(4)：417-424.)

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备注/Memo

基金项目：黑龙江省气象局重点项目资助项目(ZD2006-03)；中国气象局2007年多轨道业务建设资助项目。

作者简介：姜丽霞（1972-），女，高级工程师，硕士，研究方向主要为应用气象和气候资源研究。E-mail：jianglixia0326@yahoo.com.cn。

更新日期/Last Update: 2014-10-08