ARIMA模型在河南省PDSI旱度模式预测中的应用(英文) |
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引用本文: | 厉玉昇. ARIMA模型在河南省PDSI旱度模式预测中的应用(英文)[J]. 农业科学与技术, 2016, 0(3): 760-764. DOI: 10.3969/j.issn.1009-4229.2016.03.060 |
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作者姓名: | 厉玉昇 |
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作者单位: | 河南省气象科学研究所,河南郑州,450003 |
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摘 要: | [目的]构建准确度较高的旱情预测模型。[方法]采用ARIMA回归模型,对已经建立的河南省帕默尔旱度模式(PDSI)时间序列进行分析建模,借助DPS数据处理软件构建未来干旱预测模型。[结果]通过选取合适的参数,能够较好地预测未来干旱发生的可能性。[结论]ARIMA模型在PDSI的干旱的分析和预测上具有一定的实用性和较好的预测精度。
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关 键 词: | ARIMA模型 PDSI 预测 应用 河南省 |
The Application of ARIMA Model in Forecasting of PDSI in Henan Province |
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Abstract: | Objective] The aim was to establish drought forecasting model with high precision. [Method] With an ARIMA regression model, the research performed Palmer Drought mode (PDSI) time series modeling analysis of Henan Province based on PDSI time series and DPS (Data Processing Software) in order to build drought forecasting model. [Result] It is feasible to perform drought forecasting with appropriate parameters. [Conclusion] ARIMA model is practical and more precise in PDSI-based drought analysis and forecasting. |
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Keywords: | ARIMA model PDSI Forecasting Application Henan Province |
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