期刊
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
卷 60, 期 -, 页码 -出版社
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TGRS.2021.3133017
关键词
Radar; Pipelines; Radar measurements; Yield estimation; Estimation; Radar remote sensing; Radar imaging; Classification; passive microwave remote sensing; precision agriculture (PA); precision viticulture (PV); radar imaging; radar polarimetry; remote sensing
This article discusses the use of a mobile millimeter-wave radar system for estimating vineyard yield. The study proposes a yield estimation method based on the classification of radar echoes measured for different grape varieties, meteorological conditions, and grape development stages. With yield estimation errors found to be lower than 10%, the radar technique is deemed suitable for precision viticulture applications.
This article reports the yield estimation of vineyards from using a mobile millimeter-wave radar system. The proximal radar sensor is a 122-GHz FM-CW radar mounted on a rover that moves along the furrows between vine plants. The proposed yield estimation is based on the classification of radar echoes measured for various grape varieties, for different meteorological conditions, and at different stages of grape development. As yield estimation errors are found to be lower than 10%, the proposed radar technique is suitable for precision viticulture applications.
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