Presence and future of plant phenotyping approaches in biostimulant research and development
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Experimental Botany"
DOI: 10.1093/jxb/erac275
Abstract: High-throughput plant phenotyping can accelerate the development and characterization of new biostimulants. Contrarily, biostimulants can bring new challenges to plant phenotyping to develop complex approaches integrating -omics and data analysis. read more here.
Keywords: future plant; development; phenotyping approaches; plant ... See more keywords
Ensemble Feature Selection for Plant Phenotyping: A Journey From Hyperspectral to Multispectral Imaging
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2872801
Abstract: Hyperspectral imaging is becoming an increasingly popular tool for high-throughput plant phenotyping, because it provides remarkable insights about the health status of plants. Feature selection is a key component in a hyperspectral image analysis, largely… read more here.
Keywords: data set; plant phenotyping; selection; feature selection ... See more keywords
AI-Driven Pheno-Parenting: A Deep Learning Based Plant Phenotyping Trait Analysis Model on a Novel Soilless Farming Dataset
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3265195
Abstract: Agriculture 4.0 will be data-driven and utilise modern technology in order to monitor plant life cycles and traits, resulting in better yield. Pheno-parenting, a new concept, derives certain methodologies from plant phenotyping, which monitors plants… read more here.
Keywords: growth; driven pheno; analysis; pheno parenting ... See more keywords
A data workflow to support plant breeding decisions from a terrestrial field-based high-throughput plant phenotyping system
Sign Up to like & getrecommendations! Published in 2020 at "Plant Methods"
DOI: 10.1186/s13007-020-00639-9
Abstract: Field-based high-throughput plant phenotyping (FB-HTPP) has been a primary focus for crop improvement to meet the demands of a growing population in a changing environment. Over the years, breeders, geneticists, physiologists, and agronomists have been… read more here.
Keywords: throughput plant; based high; plant phenotyping; plant ... See more keywords
PhenoApp: A mobile tool for plant phenotyping to record field and greenhouse observations.
Sign Up to like & getrecommendations! Published in 2022 at "F1000Research"
DOI: 10.12688/f1000research.74239.2
Abstract: With the ongoing cost decrease of genotyping and sequencing technologies, accurate and fast phenotyping remains the bottleneck in the utilizing of plant genetic resources for breeding and breeding research. Although cost-efficient high-throughput phenotyping platforms are… read more here.
Keywords: tool; phenoapp mobile; plant phenotyping; plant ... See more keywords
Development of a plant conveyance system using an AGV and a self-designed plant-handling device: A case study of DIY plant phenotyping
Sign Up to like & getrecommendations! Published in 2022 at "Breeding Science"
DOI: 10.1270/jsbbs.21070
Abstract: Plant phenotyping technology has been actively developed in recent years, but the introduction of these technologies into the field of agronomic research has not progressed as expected, in part due to the need for flexibility… read more here.
Keywords: system; diy plant; plant; device ... See more keywords
3D modeling and reconstruction of plants and trees: A cross-cutting review across computer graphics, vision, and plant phenotyping
Sign Up to like & getrecommendations! Published in 2022 at "Breeding Science"
DOI: 10.1270/jsbbs.21074
Abstract: This paper reviews the past and current trends of three-dimensional (3D) modeling and reconstruction of plants and trees. These topics have been studied in multiple research fields, including computer vision, graphics, plant phenotyping, and forestry.… read more here.
Keywords: modeling reconstruction; plant; reconstruction plants; plant phenotyping ... See more keywords
Digital phenotyping and data analysis for plant breeding
Sign Up to like & getrecommendations! Published in 2022 at "Breeding Science"
DOI: 10.1270/jsbbs.72.1
Abstract: The life sciences have entered an era of big data analy‐ sis over the last decade. This is mainly due to the largescale acquisition of genome information by the advent of next generation sequencing technologies… read more here.
Keywords: article; digital phenotyping; data analysis; analysis ... See more keywords
Sensors for measuring plant phenotyping: A review
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Agricultural and Biological Engineering"
DOI: 10.25165/ijabe.v11i2.2696
Abstract: Food crisis is a matter of prime importance because it becomes more severe as the global population grows. Among the solutions to this crisis, breeding is deemed one of the most effective ways. However, traditional… read more here.
Keywords: plant phenotyping; plant; sensors measuring; phenotyping review ... See more keywords
High-Throughput Plant Phenotyping Platform (HT3P) as a Novel Tool for Estimating Agronomic Traits From the Lab to the Field
Sign Up to like & getrecommendations! Published in 2020 at "Frontiers in Bioengineering and Biotechnology"
DOI: 10.3389/fbioe.2020.623705
Abstract: Food scarcity, population growth, and global climate change have propelled crop yield growth driven by high-throughput phenotyping into the era of big data. However, access to large-scale phenotypic data has now become a critical barrier… read more here.
Keywords: plant phenotyping; throughput plant; throughput; phenotyping platform ... See more keywords
LiDAR Platform for Acquisition of 3D Plant Phenotyping Database
Sign Up to like & getrecommendations! Published in 2022 at "Plants"
DOI: 10.3390/plants11172199
Abstract: Currently, there are no free databases of 3D point clouds and images for seedling phenotyping. Therefore, this paper describes a platform for seedling scanning using 3D Lidar with which a database was acquired for use… read more here.
Keywords: lidar platform; database; platform acquisition; acquisition plant ... See more keywords