G2TT
来源类型Monograph (IIASA Interim Report)
规范类型报告
Weather Indicators and Crop Yields Analysis with Wavelets.
Kozlowski B
发表日期2007
出版者IIASA, Laxenburg, Austria: IR-07-038
出版年2007
语种英语
摘要This paper presents a case study and methods for trend and periodicity identification and for forecasting which are useful for determining the impact of weather factors to crop yields. These methods combine standard approaches with wavelet analysis in order to improve the results. Hence, a brief introduction to wavelet theory is included. All analyses provided in this research are conducted on United States weather and crop yields data. Where applicable, the results obtained with the use of standard methods are compared with those which are enforced by application of the wavelet transform, illustrated with examples, and evaluated.
主题Integrated Modeling Environment (IME)
关键词Trend analysis Seasonality identification Forecasting Impact Crop yields Weather factors Wavelet transform Haar basic wavelet function
URLhttp://pure.iiasa.ac.at/id/eprint/8419/
来源智库International Institute for Applied Systems Analysis (Austria)
资源类型智库出版物
条目标识符http://119.78.100.153/handle/2XGU8XDN/125585
推荐引用方式
GB/T 7714
Kozlowski B. Weather Indicators and Crop Yields Analysis with Wavelets.. 2007.
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