A review of computer vision technologies for plant phenotyping
Plant phenotype plays an important role in genetics, botany, and agronomy, while the
currently popular methods for phenotypic trait measurement have some limitations in …
currently popular methods for phenotypic trait measurement have some limitations in …
[HTML][HTML] Robotic technologies for high-throughput plant phenotyping: Contemporary reviews and future perspectives
Phenotyping plants is an essential component of any effort to develop new crop varieties. As
plant breeders seek to increase crop productivity and produce more food for the future, the …
plant breeders seek to increase crop productivity and produce more food for the future, the …
High throughput analysis of leaf chlorophyll content in sorghum using RGB, hyperspectral, and fluorescence imaging and sensor fusion
Background Leaf chlorophyll content plays an important role in indicating plant stresses and
nutrient status. Traditional approaches for the quantification of chlorophyll content mainly …
nutrient status. Traditional approaches for the quantification of chlorophyll content mainly …
The intersection of nitrogen nutrition and water use in plants: new paths toward improved crop productivity
Water and nitrogen availability limit crop productivity globally more than most other
environmental factors. Plant availability of macronutrients such as nitrate is, to a large extent …
environmental factors. Plant availability of macronutrients such as nitrate is, to a large extent …
Close range hyperspectral imaging of plants: A review
P Mishra, MSM Asaari, A Herrero-Langreo… - Biosystems …, 2017 - Elsevier
Highlights•HSI is an automated, non-destructive and rapid alternative to explore plant
traits.•It acquires both chemical and structural information related with plant …
traits.•It acquires both chemical and structural information related with plant …
Contribution of remote sensing on crop models: a review
Crop growth models simulate the relationship between plants and the environment to predict
the expected yield for applications such as crop management and agronomic decision …
the expected yield for applications such as crop management and agronomic decision …
[HTML][HTML] High throughput in vivo analysis of plant leaf chemical properties using hyperspectral imaging
Image-based high-throughput plant phenotyping in greenhouse has the potential to relieve
the bottleneck currently presented by phenotypic scoring which limits the throughput of gene …
the bottleneck currently presented by phenotypic scoring which limits the throughput of gene …
Single-molecule sequencing and optical mapping yields an improved genome of woodland strawberry (Fragaria vesca) with chromosome-scale contiguity
Background Although draft genomes are available for most agronomically important plant
species, the majority are incomplete, highly fragmented, and often riddled with assembly …
species, the majority are incomplete, highly fragmented, and often riddled with assembly …
[HTML][HTML] High-throughput plant phenotyping platform (HT3P) as a novel tool for estimating agronomic traits from the lab to the field
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 …
growth driven by high-throughput phenotyping into the era of big data. However, access to …
A multi-sensor system for high throughput field phenotyping in soybean and wheat breeding
Collecting plant phenotypic data with sufficient resolution (in both space and time) and
accuracy represents a long standing challenge in plant science research, and has been a …
accuracy represents a long standing challenge in plant science research, and has been a …