Highlights
Long-term excessive nitrogen application promoted morphological characteristics, but suppressed physiological characteristics of maize root.
Excessive nitrogen application did not enhance post-silking nitrogen uptake and grain yield, thus reducing nitrogen use efficiency compared with local recommended level.
Combination of nitrogen application and maize cultivar achieved high grain yield and nitrogen use efficiency of maize via gains in root physiological characteristics.
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