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Editorial: Plant Phenotyping and Phenomics for Plant Breeding [PDF]
Frontiers in Plant Science, 2017 A major challenge for food production in the coming decades is to meet the food demands of a growing population (Beddington, 2010). The difficulty of expanding agricultural land, along with the effect of climate change and the increase in world population are the current societal changes that make necessary to accelerate research to improve yield ...
Lobos, Gustavo A +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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Predicting Plant Growth from Time-Series Data Using Deep Learning
Remote Sensing, 2021 Phenotyping involves the quantitative assessment of the anatomical, biochemical, and physiological plant traits. Natural plant growth cycles can be extremely slow, hindering the experimental processes of phenotyping.
Robail Yasrab +3 more
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Convolutional Neural Networks for Image-Based High-Throughput Plant Phenotyping: A Review
Plant Phenomics, 2020 Plant phenotyping has been recognized as a bottleneck for improving the efficiency of breeding programs, understanding plant-environment interactions, and managing agricultural systems.
Yu Jiang, Changying Li
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Nordic research infrastructures for plant phenotyping
Agricultural and Food Science, 2018 Plant phenomics refers to the systematic study of plant phenotypes. Together with closely monitored, controlled climates, it provides an essential component for the integrated analysis of genotype-phenotype-environment interactions.
Erik Alexandersson +3 more
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Frontiers in Plant Science, 2019 Crop yield is an essential measure for breeders, researchers, and farmers and is composed of and may be calculated by the number of ears per square meter, grains per ear, and thousand grain weight. Manual wheat ear counting, required in breeding programs
Pouria Sadeghi-Tehran +4 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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High-Throughput Field-Phenotyping Tools for Plant Breeding and Precision Agriculture
Agronomy, 2019 High-throughput field phenotyping has garnered major attention in recent years leading to the development of several new protocols for recording various plant traits of interest.
Aakash Chawade +5 more
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Phenotypic integration may constrain phenotypic plasticity in plants
Oikos, 2009 Phenotypic plasticity is essential for plant adaptation to changing environments but some factors limit its expression, causing plants to fail in producing the best phenotype for a given environment. Phenotypic integration refers to the pattern and magnitude of character correlations and it might play a role as an internal ...
Gianoli, E., Palacio-Lopez, K.
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