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气象:2021,47(12):1546-1554
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农业气象观测站冬小麦观测产量资料在产量预报业务中的应用研究
刘维,宋迎波
(国家气象中心,北京 100081)
Operational Application of Observed Yield of Winter Wheat from Agrometeorological Stations in Yield Prediction
LIU Wei,SONG Yingbo
(National Meteorological Centre, Beijing 100081)
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投稿时间:2021-02-08    修订日期:2021-06-11
中文摘要: 基于农业气象观测站冬小麦观测产量和观测站所在县统计部门公布产量,通过冬小麦种植面积加权集成到省级和全国尺度的观测及公布产量,对比分析两者产量序列差异,结合气候适宜指数方法开展全国尺度冬小麦观测和公布产量预报并对预报准确率进行对比分析。结果表明:除新疆外,各省(自治区)观测产量和公布产量相关性较好,且通过显著性水平检验;全国尺度观测产量与公布产量相关系数达到0.97,观测产量可以反映公布产量的变化规律。全国尺度观测和公布产量的气象产量增减趋势一致性较好,适宜开展产量预报业务;省级尺度观测产量则不适宜开展产量预报业务。基于观测产量和公布产量序列开展自身序列单产预报时,准确率均较高,且公布产量预报准确率普遍高于观测产量;利用观测产量对公布产量进行转换预报时,准确率有所下降。综合来说,由于观测产量实时性、客观性和代表性强,因此,开展基于观测产量序列的全国尺度冬小麦产量预报具有业务可行性,可以为作物产量预报提供新的数据支撑。
Abstract:The observed yields of winter wheat from 123 agrometeorological observation stations and the announced yield of winter wheat at county level, where the observation station is located, are used to integrate the observed yield and announced yield at provincial and national levels by the proportion of winter wheat planting area. And the observed yield and announced yield sequences of winter wheat are compared at provincial and national levels. The observed and announced yields of winter wheat at national level are predicted based on the climate suitability index forecast method. Also, the forecast accuracy of different yield sequences is analyzed. The results show that the observed yields are higher than the announced yields at provincial level in all provinces. The correlation coefficient between the observed and announced yields is good in each province and has passed the significant test except in Xinjiang. The correlation coefficient between the observed yield and announced yield at national level reaches 0.97, and the observed yield could reflect the characteristic of announced yield. Besides, the percent of consistency statistics of trend meteorological yield of observed and announced yields remains good at national level, so it is suitable to carry out yield prediction, but it is unsuitable to carry out yield prediction at province level due to the low percent. The accuracy of different yield sequences in forecasting their own sequences is high and the accuracy of announced yield is higher than the observed yield. However, the accuracy of the forecast conversion of the announced yield by using the observed yield would be reduced. Conclusively, it is feasible to carry out yield forecast at national level based on the observed yield series because of the real time, objectivity and representative of the observed yield. At the same time, the new yield series could provide new data support for yield prediction.
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基金项目:国家气象中心预报员专项(Y202117)和中国气象局创新发展专项共同资助
引用文本:
刘维,宋迎波,2021.农业气象观测站冬小麦观测产量资料在产量预报业务中的应用研究[J].气象,47(12):1546-1554.
LIU Wei,SONG Yingbo,2021.Operational Application of Observed Yield of Winter Wheat from Agrometeorological Stations in Yield Prediction[J].Meteor Mon,47(12):1546-1554.