Detecting leaf nitrogen content in wheat with canopy hyperspectrum under different soil backgrounds.

•Five types of spectral index were significantly affected by soil backgrounds.•Novel wavebands were extracted for LNC detecting using three different methods.•Newly developed CASI performances better as compared with other spectral indices.•The quantitative model was developed for LNC at wheat canopy scale under soil backgrounds.