The latest imaging techniques are investigated to detect early signs of crop water stress, allowing fast and non-destructive phenotyping in plants. Fluorescence ...
The water stress detection model was based on a supervised learning algorithm, gradient boosting decision tree (GBDT). The recognition accuracy of three water ...
Nov 17, 2023 · Imaging techniques offer a noninvasive and nondestructive method for plant stress detection. Depending on the range of the sensor, imaging can ...
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[107] proposed a method for detecting water stress in maize crops using drone-based hyperspectral imagery. The hyperspectral data from the influential ...
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Apr 30, 2024 · In this study, a novel early drought detection method for maize based on unmanned aerial vehicle (UAV) images and Yolov8+ is proposed. In the ...
“Identification of water-stressed area in maize crop using uav based remote sensing,” in 2020 IEEE India geoscience and remote sensing symposium (InGARSS).
Nov 17, 2023 · An original image dataset was created by acquiring 2703 RGB images of maize crops under natural daylight conditions to incorporate noise and ...
Early detection of water stress in maize based on digital images. Computers ... early detection of drought stress in maize using proximal scale digital images.
Oct 19, 2020 · ... based on thermal images with maize water status. ... Analysis of airborne optical and thermal imagery for detection of water stress symptoms.