Winter oilseed-rape yield estimates from hyperspectral radiometer measurements

Abstract

Spectral reflectance data can be used for estimation of plant biophysical parameterssuch as seed yield, related to the use of solar energy. A field experiment was conductedto investigate relationships between canopy reflectance and seed yield of winter oilseed rape sown on four different dates. Ground hyperspectral reflectance measurements were made using a hand-held radiometer and multispectral images were taken with a VIS-NIR camera. The different sowing dates generated a wide range of difference in crop spectral responseand seed yields. The strongest relationships (R2=0.87) between the yield and spectral data recorded by both sensors occurred at early flowering stages. Later, the presence of flowers caused a decline in the relationship between yield and spectral data especially in the visible (VIS) range. In the full flowering stage the strongest correlation(R2=0.72) with the yield showed vegetation indices of the near-infrared (NIR) bands.