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  • 标题:Biophysical parameters mapping within the SPOT-5 Take 5 initiative
  • 本地全文:下载
  • 作者:Andrii Shelestov ; Andrii Kolotii ; Sergii Skakun
  • 期刊名称:European Journal of Remote Sensing
  • 电子版ISSN:2279-7254
  • 出版年度:2017
  • 卷号:50
  • 期号:In Progress
  • 页码:300-309
  • DOI:10.1080/22797254.2017.1324743
  • 摘要:ABSTRACT Leaf area index and Fraction of Absorbed Photosynthetically Active Radiation are important land biophysical parameters that enable monitoring and quantitative assessment of vegetation state. Remote sensing data from space can be used to estimate these parameters at regional and national scale. High temporal satellite imagery is usually required to capture main parameters of crop growth. In this paper, we assess efficiency of using satellite images at high spatial and temporal resolution acquired within the SPOT-5 Take 5 initiative for mapping biophysical parameters.
  • 关键词:LAI ; FAPAR ; biophysical parameters ; SPOT; 5 ; regression modeling ; machine learning
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