High-throughput field crop phenotyping: current status and challenges

S Ninomiya - Breeding Science, 2022 - jstage.jst.go.jp
In contrast to the rapid advances made in plant genotyping, plant phenotyping is considered
a bottleneck in plant science. This has promoted high-throughput plant phenotyping (HTP) …

Unoccupied aerial systems imagery for phenotyping in cotton, maize, soybean, and wheat breeding

AW Herr, A Adak, ME Carroll, D Elango, S Kar… - Crop …, 2023 - Wiley Online Library
High‐throughput phenotyping (HTP) with unoccupied aerial systems (UAS), consisting of
unoccupied aerial vehicles (UAV; or drones) and sensor (s), is an increasingly promising …

[HTML][HTML] High-throughput field phenotyping of soybean: Spotting an ideotype

L Roth, C Barendregt, CA Bétrix, A Hund… - Remote Sensing of …, 2022 - Elsevier
Soybean is among the most important crops for food and feed production worldwide.
Sustainable and local production in regions with marginal climates requires cold-adapted …

How to make sense of 3D representations for plant phenotyping: a compendium of processing and analysis techniques

N Harandi, B Vandenberghe, J Vankerschaver… - Plant Methods, 2023 - Springer
Computer vision technology is moving more and more towards a three-dimensional
approach, and plant phenotyping is following this trend. However, despite its potential, the …

An overview of using unmanned aerial system mounted sensors to measure plant above-ground biomass

A Bazrafkan, N Delavarpour, PG Oduor, N Bandillo… - Remote Sensing, 2023 - mdpi.com
Conventional measurement methods for above-ground biomass (AGB) are time-consuming,
inaccurate, and labor-intensive. Unmanned aerial systems (UASs) have emerged as a …

Habitat highs and lows: Using terrestrial and UAV LiDAR for modelling avian species richness and abundance in a restored woodland

S Shokirov, T Jucker, SR Levick, AD Manning… - Remote Sensing of …, 2023 - Elsevier
Vegetation structure influences landscape use and habitat quality for many bird species.
Owing to the difficulties associated with collecting structural data from traditional field …

Satellite imagery for high-throughput phenotyping in breeding plots

F Pinto, M Zaman-Allah, M Reynolds… - Frontiers in Plant …, 2023 - frontiersin.org
Advances in breeding efforts to increase the rate of genetic gains and enhance crop
resilience to climate change have been limited by the procedure and costs of phenotyping …

Estimation of vegetative growth in strawberry plants using mobile LiDAR laser scanner

KK Saha, N Tsoulias, C Weltzien, M Zude-Sasse - Horticulturae, 2022 - mdpi.com
Monitoring of plant vegetative growth can provide the basis for precise crop management. In
this study, a 2D light detection and ranging (LiDAR) laser scanner, mounted on a linear …

Improving soybean yield prediction by integrating UAV nadir and cross-circling oblique imaging

G Sun, Y Zhang, H Chen, L Wang, M Li, X Sun… - European Journal of …, 2024 - Elsevier
High-throughput estimation of soybean yield using unmanned aerial vehicle (UAV) imagery
can help improve the efficiency of soybean breeding. Previous studies have mainly focused …

“Canopy fingerprints” for characterizing three-dimensional point cloud data of soybean canopies

TJ Young, TZ Jubery, CN Carley, M Carroll… - Frontiers in plant …, 2023 - frontiersin.org
Advances in imaging hardware allow high throughput capture of the detailed three-
dimensional (3D) structure of plant canopies. The point cloud data is typically post …