作物长势遥感监测指标的改进与比较分析

    Improvement and comparative analysis of indices of crop growth condition monitoring by remote sensing

    • 摘要: 为改善归一化植被指数(NDVI)作为遥感监测作物长势指标的性能,该文分析了归一化植被指数的内在设计缺陷,在不增加额外波段的情况下,以近红外波段和红色波段为基础引入一种新的作物长势遥感监测指标——GRNDVI。通过在像素和区域层次上同其他4种指数进行比较发现:GRNDVI能够改善归一化植被指数在低植被覆盖度时期/地区容易受到作物冠层土壤背景的影响,而在高植被覆盖度时期/地区又容易发生饱和现象的设计缺陷,可以作为遥感监测作物长势过程中替代归一化植被指数的指标。

       

      Abstract: For improving Normalized Differential Vegetation Index (NDVI), the limitation of NDVI when it was employed as the indicator of crop growth condition monitoring by remote sensing was analyzed in this paper. GRNDVI was promoted as the substitution of NDVI by just using red and near infrared bands. The pixel-level and image-level comparisons between the new index and other four counterparts (NDVI, SR, TDVI and RNDVI) illuminated that GRNDVI could cover the NDVI deficiencies, which meant that NDVI was sensitive to soil background at low vegetation canopy and easy to saturate at highly covered canopy. The results show the potential of using GRNDVI as the indicator of crop growth condition monitoring by remote sensing.

       

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