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High-throughput phenotyping of nematode cysts. [PDF]
Front Plant Sci, 2022 The beet cyst nematode Heterodera schachtii is a plant pest responsible for crop loss on a global scale. Here, we introduce a high-throughput system based on computer vision that allows quantifying beet cyst nematode infestation and measuring phenotypic ...
Chen L +5 more
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Image-Based High-Throughput Phenotyping in Horticultural Crops. [PDF]
Plants (Basel), 2023 Plant phenotyping is the primary task of any plant breeding program, and accurate measurement of plant traits is essential to select genotypes with better quality, high yield, and climate resilience.
Abebe AM, Kim Y, Kim J, Kim SL, Baek J.
europepmc +2 more sources
RootBot: High‐throughput root stress phenotyping robot
Applications in Plant Sciences, 2023 Premise Higher temperatures across the globe are causing an increase in the frequency and severity of droughts. In agricultural crops, this results in reduced yields, financial losses, and increased food costs at the supermarket.
Mia Ruppel +8 more
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Horticultural Plant Journal, 2021 Phenomics is a new branch of science that provides high-throughput quantification of plant and animal traits at systems level. The last decade has witnessed great successes in high-throughput phenotyping of numerous morphological traits, yet major ...
Yanwei Li +6 more
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Advanced high-throughput plant phenotyping techniques for genome-wide association studies: A review
Journal of Advanced Research, 2022 Background: Linking phenotypes and genotypes to identify genetic architectures that regulate important traits is crucial for plant breeding and the development of plant genomics.
Qinlin Xiao +3 more
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Plant Methods, 2022 Background Roots are vital to plant performance because they acquire resources from the soil and provide anchorage. However, it remains difficult to assess root system size and distribution because roots are inaccessible in the soil.
Ashish B. Rajurkar +5 more
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Agriculture, 2022 Field phenotyping is a crucial process in crop breeding, and traditional manual phenotyping is labor-intensive and time-consuming. Therefore, many automatic high-throughput phenotyping platforms (HTPPs) have been studied.
Yixiang Huang +5 more
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A Review on Sensing Technologies for High-Throughput Plant Phenotyping
IEEE Open Journal of Instrumentation and Measurement, 2022 The current epidemic, population growth, and decreasing arable lands lead to a severe food crisis, which calls for productive and efficient agricultural methods to ensure a sustainable food supply for mankind.
Zhenyu Ma +6 more
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A Mixed Data-Based Deep Neural Network to Estimate Leaf Area Index in Wheat Breeding Trials [PDF]
, 2020 Remote and non-destructive estimation of leaf area index (LAI) has been a challenge in the last few decades as the direct and indirect methods available are laborious and time-consuming.
Apolo Apolo, Orly Enrique +3 more
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A Low-Cost Sensorized Vehicle for In-Field Crop Phenotyping
Applied Sciences, 2023 The development of high-throughput field phenotyping, which uses modern detection technologies and advanced data processing algorithms, could increase productivity and make in-field phenotypic evaluation more efficient by collecting large amounts of data
Francesca Antonucci +7 more
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