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Predicting within-field variability in grain yield and protein content of winter wheat using UAV-based multispectral imagery and machine learning approaches

Prediction of crop yield and quality is an essential component of successful implementation of precision agriculture. Given the recent commercialization of low-cost multispectral cameras mounted on unmanned aerial vehicles and advances in machine learning techniques, prediction systems for crop char...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Xinbin Zhou, Yusuke Kono, Aung Win, Tsutomu Matsui, Takashi S. T. Tanaka
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Taylor & Francis Group 2020-09-01
Rangatū:Plant Production Science
Ngā marau:
Urunga tuihono:http://dx.doi.org/10.1080/1343943X.2020.1819165
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