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AVHRR compatible vegetation index derived from MERIS data

机译:从MERIS数据得出的AVHRR兼容植被指数

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摘要

The Advanced Very High Resolution Radiometer (AVHRR) compatible vegetation index derived from data of the MEdium Resolution Imaging Spectrometer (MERIS) is regarded as a continuity index for the well known Normalized Difference Vegetation Index (NDVI) derived from AVHRR with 300 meter resolution. For deriving the AVHRR compatible vegetation index MERIS full resolution (FR) top of atmosphere radiances (ESA L1b data) are used as input. The design of the "AVHRR compatible NDVI" is based on radiative transfer models for simulating the reflectance of the broad spectral channels of the NOAA - AVHRR and the narrow spectral bands of MERIS. Linear combinations of the MERIS reflectances in the red and near-infrared describe the AVHRR reflectance in channel 1 and 2. The weighting factors for adjusting the reflectances of both sensors are determined from the results of the modelling approach taking into account atmospheric effects by using the Simplified Method for Atmospheric Correction (SMAC), by regarding canopy and soil reflectance and transmission using the Scattering of Arbitrarily Inclined Leaf (SAIL) model and by calculating leaf reflectance and transmittance using the Stochastic model for Leaf Optical Properties Extended for fluorescence (SLOPE). The first validation results show good agreement between the AVHRR NDVI and the "AVHRR compatible NDVI". The mean difference between the two vegetation indices is of the order of 0.025 units. In 2005 the "AVHRR compatible NDVI" will be available for Europe as maximum value composite (daily, 10-days and monthly) on a regular basis from the German Aerospace Centre (DLR).
机译:从中等分辨率成像光谱仪(MERIS)的数据得出的与超高分辨率高分辨率辐射仪(AVHRR)兼容的植被指数被认为是从AVHRR得出的300米分辨率的标准化归一化植被指数(NDVI)的连续性指数。为了得出与AVHRR兼容的植被指数MERIS,将大气辐射的全分辨率(FR)上限(ESA L1b数据)用作输入。 “ AVHRR兼容NDVI”的设计基于辐射转移模型,用于模拟NOAA的宽光谱通道-AVHRR和MERIS的窄光谱带的反射率。红色和近红外MERIS反射率的线性组合描述了通道1和2中的AVHRR反射率。调整两个传感器的反射率的权重因子是根据建模方法的结果确定的,其中考虑了大气影响,方法是使用简化大气校正(SMAC)方法,使用任意倾斜叶片散射(SAIL)模型考虑冠层和土壤的反射率和透射率,并使用针对荧光扩展的叶片光学特性(SLOPE)的随机模型计算叶片的反射率和透射率。最初的验证结果表明,AVHRR NDVI与“ AVHRR兼容NDVI”之间具有良好的一致性。两种植被指数之间的平均差约为0.025个单位。 2005年,德国航空航天中心(DLR)会定期向欧洲提供“兼容AVHRR的NDVI”作为最大值组合(每天,每天10天和每月)。

著录项

  • 来源
    《International journal of remote sensing》 |2007年第4期|p.693-708|共16页
  • 作者

    K. P. GUENTHER; S. W. MAIER;

  • 作者单位

    German Aerospace Centre (DLR), German Remote Sensing Data Centre (DFD), Muenchnerstrasse 20, D - 82230 Wessling, Germany;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 遥感技术;
  • 关键词

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