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Estimation of plot variability using unmanned aerial vehicle (UAV) for the wheat breeding trials
Gaps in breeders’ plots (spatial variability) are caused by multiple biotic and abiotic stresses (i.e. poor seed gemination, frost, …
Pengcheng Hu
,
Anton Wasson
,
Scott Chapman
,
Bangyou Zheng
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 …
Sambuddha Ghosal
,
Bangyou Zheng
,
Scott C. Chapman
,
Andries B. Potgieter
,
David R. Jordan
,
Xuemin Wang
,
Asheesh K. Singh
,
Arti Singh
,
Masayuki Hirafuji
,
Seishi Ninomiya
,
Baskar Ganapathysubramanian
,
Soumik Sarkar
,
Wei Guo
DOI
Pixel size of aerial imagery constrains the applications of unmanned aerial vehicle in crop breeding
Image analysis using proximal sensors can help accelerate the selection process in plant breeding and improve the breeding efficiency. …
Pengcheng Hu
,
Wei Guo
,
Scott C.Chapman
,
Yan Guo
,
Bangyou Zheng
DOI
Accuracy assessment of plant height using an unmanned aerial vehicle for quantitative genomic analysis in bread wheat
Background: Plant height is an important selection target since it is associated with yield potential, stability and particularly with …
Muhammad Adeel Hassan
,
Mengjiao Yang
,
Luping Fu
,
Awais Rasheed
,
Bangyou Zheng
,
Xianchun Xia
,
Yonggui Xiao
,
Zhonghu He
DOI
A new probabilistic forecasting model for canopy temperature with consideration of periodicity and parameter variation
Continuous measurement of canopy temperature is an important indicator of plant water status of crops and the ability to predict canopy …
Quanxi Shao
,
Michael Bange
,
James Mahan
,
Huidong Jin
,
Hizbullah Jamali
,
Bangyou Zheng
,
Scott C. Chapman
DOI
Characterization of peach tree crown by using high-resolution images from an unmanned aerial vehicle
In orchards, measuring crown characteristics is essential for monitoring the dynamics of tree growth and optimizing farm management. …
Yue Mu
,
Yuichiro Fujii
,
Daisuke Takata
,
Bangyou Zheng
,
Koji Noshita
,
Kiyoshi Honda
,
Seishi Ninomiya
,
Wei Guo
DOI
Efficient characterization of orchard tree using high resolution images from unmanned aerial vehicle An effective method for crown characteristics analysis in orchard using UAV images
[Background] In orchard, phenotyping the crown related characteristics (e.g. crown diameter and area) is important for monitoring the …
Yue Mu
,
Bangyou Zheng
,
Daisuke Takata
,
Yuichiro Fujii
,
Koji Noshita
,
Kiyoshi Honda
,
Seishi Ninomiya
,
Wei Guo
Estimation of aboveground biomass and leaf area for a wheat trial index using unmanned aerial vehicle
Aboveground biomass (AGB) and leaf area index (LAI) are very important in plant breeding and precision agriculture, as major indicators …
Pengcheng Hu
,
Scott Chapman
,
Warren Jin
,
Yan Guo
,
Bangyou Zheng
PhenoCopter: An cloud based solution for image processing captured by unmanned aerial vehicle in high throughput phenotyping
As the advances of technologies, unmanned aerial vehicles (UAV) are more convenient to capture images in large scale to extract crop …
Bangyou Zheng
,
Pengcheng Hu
,
Scott Chapman
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 …
Pengcheng Hu
,
Scott Chapman
,
Xuemin Wang
,
Andries Potgieter
,
Tao Duan
,
David Jordan
,
Yan Guo
,
Bangyou Zheng
DOI
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