Screening of maize haploid kernels based on near infrared spectroscopy quantitative analysis.

•A screening solution for maize haploid based on NIRS analysis is proposed.•A model monitoring and calibration solution based on small sample set is proposed.•The reason for the poor separability of the non-embryo side spectrum is analyzed.•The feasibility of the non-embryo side spectrum is verified by hyperspectral experiment.