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Multiple Cropping Index from Spot NDVI Time Series Using Wavelet Transform

机译:使用小波变换的点NDVI时间序列中的多个裁剪指数

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摘要

Multiple Cropping Index(MCI) is directly related to food security and the utilization efficiency of cultivated land.SPOT VGT NDVI time series data sets are not non-stationary and present short-term,seasonal and long-term variations.MCI from SPOT VGT NDVI in 2007 using Wavelet Transform (WT) has been implemented.Applying Wavelet Transform to denoise the multi-temporal remote sensing data,we can easily judge cropping pattern by smoothed NDVI values.At the same time,four mother wavelets have been compared and COIFLET has a better result.The study has proved the wavelet transform is an effective denoising tool for time series data.The MCI of the study area has a good consistency with the existed studies.
机译:多作物指数(MCI)与粮食安全和耕地的利用效率直接相关。SPOTVGT NDVI时间序列数据集不是固定的,并且存在短期,季节性和长期变化。SPOT VGT NDVI的MCI在2007年使用小波变换(WT)实现。应用小波变换去噪多时相遥感数据,我们可以通过平滑的NDVI值轻松判断裁剪模式。同时,比较了四个母小波,并通过COIFLET研究证明小波变换是一种有效的时间序列数据去噪工具。研究区域的MCI与已有研究具有很好的一致性。

著录项

  • 来源
  • 会议地点 Beijing(CN)
  • 作者单位

    The Lab of Resources Remote Sensing and Digital Agriculture,Ministry of Agriculture,Beijing 100081,P.R.China;

    Institute of Agricultural Resources and Regional Planning,Chinese Academy of Agricultural Sciences,Beijing 100081,P.R.China;

    The Lab of Resources Remote Sensing and Digital Agriculture,Ministry of Agriculture,Beijing 100081,P.R.China;

    Institute of Agricultural Resources and Regional Planning,Chinese Academy of Agricultural Sciences,Beijing 100081,P.R.China;

    The Lab of Resources Remote Sensing and Digital Agriculture,Ministry of Agriculture,Beijing 100081,P.R.China;

    Institute of Agricultural Resources and Regional Planning,Chinese Academy of Agricultural Sciences,Beijing 100081,P.R.China;

    The Lab of Resources Remote Sensing and Digital Agriculture,Ministry of Agriculture,Beijing 100081,P.R.China;

    Institute of Agricultural Resources and Regional Planning,Chinese Academy of Agricultural Sciences,Beijing 100081,P.R.China;

    The Lab of Resources Remote Sensing and Digital Agriculture,Ministry of Agriculture,Beijing 100081,P.R.China;

    Institute of Agricultural Resources and Regional Planning,Chinese Academy of Agricultural Sciences,Beijing 100081,P.R.China;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 土壤学;
  • 关键词

    Multiple Cropping Index (MCI); Wavelet Transform (WT); SPOT VGT; Huang-Huai-Hai Plain;

    机译:多作物指数(MCI);小波变换(WT); SPOT VGT;黄淮海平原;

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