Comprehensive evaluation of mapping complex traits in wheat using genome-wide association studies
Genome-wide association studies (GWAS) are effectively applied to detect the marker trait
associations (MTAs) using whole genome-wide variants for complex quantitative traits in …
associations (MTAs) using whole genome-wide variants for complex quantitative traits in …
Past and future of plant stress detection: an overview from remote sensing to positron emission tomography
A Galieni, N D'Ascenzo, F Stagnari… - Frontiers in Plant …, 2021 - frontiersin.org
Plant stress detection is considered one of the most critical areas for the improvement of
crop yield in the compelling worldwide scenario, dictated by both the climate change and the …
crop yield in the compelling worldwide scenario, dictated by both the climate change and the …
Automatic evaluation of wheat resistance to fusarium head blight using dual mask-RCNN deep learning frameworks in computer vision
In many regions of the world, wheat is vulnerable to severe yield and quality losses from the
fungus disease of Fusarium head blight (FHB). The development of resistant cultivars is one …
fungus disease of Fusarium head blight (FHB). The development of resistant cultivars is one …
[HTML][HTML] Proximal and remote sensing in plant phenomics: 20 years of progress, challenges, and perspectives
Plant phenomics (PP) has been recognized as a bottleneck in studying the interactions of
genomics and environment on plants, limiting the progress of smart breeding and precise …
genomics and environment on plants, limiting the progress of smart breeding and precise …
Leveraging image analysis for high-throughput plant phenotyping
The complex interaction between a genotype and its environment controls the biophysical
properties of a plant, manifested in observable traits, ie, plant's phenome, which influences …
properties of a plant, manifested in observable traits, ie, plant's phenome, which influences …
Capturing crop adaptation to abiotic stress using image-based technologies
Farmers and breeders aim to improve crop responses to abiotic stresses and secure yield
under adverse environmental conditions. To achieve this goal and select the most resilient …
under adverse environmental conditions. To achieve this goal and select the most resilient …
Ensemble feature selection for plant phenotyping: a journey from hyperspectral to multispectral imaging
Hyperspectral imaging is becoming an increasingly popular tool for high-throughput plant
phenotyping, because it provides remarkable insights about the health status of plants …
phenotyping, because it provides remarkable insights about the health status of plants …
Aerial hyperspectral imagery and deep neural networks for high-throughput yield phenotyping in wheat
Crop production needs to increase in a sustainable manner to meet the growing global
demand for food. To identify crop varieties with high yield potential, plant scientists and …
demand for food. To identify crop varieties with high yield potential, plant scientists and …
[HTML][HTML] Salinity tolerance mechanisms and their breeding implications
Background The era of first green revolution brought about by the application of chemical
fertilizers surely led to the explosion of food grains, but left behind the notable problem of …
fertilizers surely led to the explosion of food grains, but left behind the notable problem of …
Technical workflows for hyperspectral plant image assessment and processing on the greenhouse and laboratory scale
S Paulus, AK Mahlein - GigaScience, 2020 - academic.oup.com
Background The use of hyperspectral cameras is well established in the field of plant
phenotyping, especially as a part of high-throughput routines in greenhouses. Nevertheless …
phenotyping, especially as a part of high-throughput routines in greenhouses. Nevertheless …