Agriculture \& Environment

An optical trapezoid model for actual evapotranspiration and winter wheat yield estimation
In this study, a satellite-based actual evapotranspiration (ETa) estimation model, OPTRAM-ET, based on the optical trapezoid model …
DOI
Cassava detection under real field conditions using YOLOv5
Plant detection is a critical step in many farm-management tasks. Many object detection models lack robustness for plant detection in …
DOI
Improving the generalization ability of random forest for potato chlorophyll estimation through integrating experimental and simulated canopy spectral data
Machine learning (ML) combined with hyperspectral reflectance is a hot research topic in the field of vegetation traits monitoring. …
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Tracking wheat senescence based on UAV multispectral imaging
Crop senescence phenotyping usually relies on visual assessment, which, however, is time-consuming and cannot reflect the dynamic …
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UAS-based multispectral imaging and feature selection for yield prediction
Yield prediction of wheat using unmanned aerial systems requires the extraction of a few meaningful features from the images. To …
DOI