Thermal imaging: The digital eye facilitates high-throughput phenotyping traits of plant growth and stress responses
Plant phenotyping is important for plants to cope with environmental changes and ensure
plant health. Imaging techniques are perceived as the most critical and reliable tools for …
plant health. Imaging techniques are perceived as the most critical and reliable tools for …
[HTML][HTML] Crop water stress detection based on UAV remote sensing systems
H Dong, J Dong, S Sun, T Bai, D Zhao, Y Yin… - Agricultural Water …, 2024 - Elsevier
Agricultural water accounts for more than 70% of the total global water usage, and the
scarcity of global freshwater resources will largely limit global agricultural production …
scarcity of global freshwater resources will largely limit global agricultural production …
Faba bean above-ground biomass and bean yield estimation based on consumer-grade unmanned aerial vehicle RGB images and ensemble learning
Y Ji, R Liu, Y Xiao, Y Cui, Z Chen, X Zong, T Yang - Precision Agriculture, 2023 - Springer
Accurately and economically estimated crop above-ground biomass (AGB) and bean yield
(BY) are critical for cultivation management in precision agriculture. Unmanned aerial …
(BY) are critical for cultivation management in precision agriculture. Unmanned aerial …
Faba bean and pea harvest index estimations using aerial-based multimodal data and machine learning algorithms
Y Ji, Z Liu, Y Cui, R Liu, Z Chen, X Zong… - Plant …, 2024 - academic.oup.com
Early and high-throughput estimations of the crop harvest index (HI) are essential for crop
breeding and field management in precision agriculture; however, traditional methods for …
breeding and field management in precision agriculture; however, traditional methods for …
An overview of using unmanned aerial system mounted sensors to measure plant above-ground biomass
Conventional measurement methods for above-ground biomass (AGB) are time-consuming,
inaccurate, and labor-intensive. Unmanned aerial systems (UASs) have emerged as a …
inaccurate, and labor-intensive. Unmanned aerial systems (UASs) have emerged as a …
Evaluation of wheat genotypes under water regimes using hyperspectral reflectance and agro-physiological parameters via genotype by yield* trait approaches in …
Drought is an environmental abiotic stress that diminishes wheat production worldwide. In
the present study, we evaluated fifty bread wheat genotypes (arranged in alpha lattice …
the present study, we evaluated fifty bread wheat genotypes (arranged in alpha lattice …
A systematic review on the application of UAV-based thermal remote sensing for assessing and monitoring crop water status in crop farming systems
The accurate assessment and monitoring of crop water status is a critical component of
precision agriculture. Over the recent decade, unmanned aerial vehicles (UAVs) integrated …
precision agriculture. Over the recent decade, unmanned aerial vehicles (UAVs) integrated …
[PDF][PDF] Crop phenotyping studies with application to crop monitoring
Crop yield must urgently be sustainably increased to accommodate a rising global
population and anticipated climate change in the coming decades, in the face of plant …
population and anticipated climate change in the coming decades, in the face of plant …
Rapid evaluation of drought tolerance of winter wheat cultivars under water-deficit conditions using multi-criteria comprehensive evaluation based on UAV …
Y Wu, J Ma, W Zhang, L Sun, Y Liu, B Liu… - … and Electronics in …, 2024 - Elsevier
Unmanned aerial vehicle (UAV) multispectral and thermal images, combined with machine
learning models, have been widely used for high-throughput phenotyping of crop traits and …
learning models, have been widely used for high-throughput phenotyping of crop traits and …
Predicting F v /F m and evaluating cotton drought tolerance using hyperspectral and 1D-CNN
The chlorophyll fluorescence parameter Fv/Fm is significant in abiotic plant stress. Current
acquisition methods must deal with the dark adaptation of plants, which cannot achieve …
acquisition methods must deal with the dark adaptation of plants, which cannot achieve …