sorghum

Detecting Sorghum Plant and Head Features from Multispectral UAV Imagery
In plant breeding, unmanned aerial vehicles (UAVs) carrying multispectral cameras have demonstrated increasing utility for …
DOI
Detecting Sorghum Plant and Head Features from Multispectral UAV Imagery
Integrating Crop Growth Models with Remote Sensing for Predicting Biomass Yield of Sorghum
Plant phenotypes are often descriptive, rather than predictive of crop performance. As a result, extensive testing is required in plant …
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Designing crops for adaptation to the drought and high‐temperature risks anticipated in future climates
Climate risks pervade agriculture and generate major consequences on crop production. We do not know what the next season will be like, …
DOI
A Weakly Supervised Deep Learning Framework for Sorghum Head Detection and Counting
The yield of cereal crops such as sorghum (Sorghum bicolor L. Moench) depends on the distribution of crop-heads in varying branching …
DOI
Estimation of plant height using a high throughput phenotyping platform based on unmanned aerial vehicle and self-calibration: Example for sorghum breeding
Plant height is an essential trait to evaluate in grain sorghum, being positively associated with potential grain yield. Standard …
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EasyPCC: Benchmark Datasets and Tools for High-Throughput Measurement of the Plant Canopy Coverage Ratio under Field Conditions
Understanding interactions of genotype, environment, and management under field conditions is vital for selecting new cultivars and …
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Quantifying high temperature risks and their potential effects on sorghum production in Australia
High temperatures across the Australian sorghum belt can reduce sorghum yields, but genotypic differences in heat tolerance could …
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Comparison of ground cover estimates from experiment plots in cotton, sorghum and sugarcane based on images and ortho-mosaics captured by UAV
Ground cover is an important physiological trait affecting crop radiation capture, water-use efficiency and grain yield. It is …
DOI
Heat stress effects on grain sorghum productivity – biology and modelling
Heat stress shock has been known to cause sterility in sorghum and the anticipated increasing frequency of heat shock events with …
Crop design for specific adaptation in variable dryland production environments
Climatic variability in dryland production environments (E) generates variable yield and crop production risks. Optimal combinations of …
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