[HTML][HTML] A review of high-throughput field phenotyping systems: focusing on ground robots

R Xu, C Li - Plant Phenomics, 2022 - spj.science.org
Manual assessments of plant phenotypes in the field can be labor-intensive and inefficient.
The high-throughput field phenotyping systems and in particular robotic systems play an …

Three-dimensional photogrammetric mapping of cotton bolls in situ based on point cloud segmentation and clustering

S Sun, C Li, PW Chee, AH Paterson, Y Jiang… - ISPRS Journal of …, 2020 - Elsevier
Three-dimensional high throughput plant phenotyping techniques provide an opportunity to
measure plant organ-level traits which can be highly useful to plant breeders. The number …

Roadmap to high throughput phenotyping for plant breeding

JY Kim - Journal of Biosystems Engineering, 2020 - Springer
Background Population growth and climate uncertainty increase the demand for more food
to feed the world. Finding a new variety and discovering novel genetic traits that confer …

Development and evaluation of a self-propelled electric platform for high-throughput field phenotyping in wheat breeding trials

M Pérez-Ruiz, A Prior, J Martínez-Guanter… - … and Electronics in …, 2020 - Elsevier
The use of high-throughput phenotyping systems in crop research offers a powerful
alternative to traditional methods for understanding plant behaviours. These systems …

HyperRail: Modular, 3D printed, 1–100 m, programmable, and low-cost linear motion control system for imaging and sensor suites

JML Alcala, M Haagsma, CJ Udell, JS Selker - HardwareX, 2019 - Elsevier
Reliable, accurate, and affordable linear motion control systems for precision agriculture
applications are currently not easily accessible due to their elevated cost. Most systems …

Development of a high-throughput field phenotyping rover optimized for size-limited breeding fields as open-source hardware

K Kuroki, K Yan, H Iwata, KK Shimizu… - Breeding …, 2022 - jstage.jst.go.jp
Phenotyping is a critical process in plant breeding, especially when there is an increasing
demand for streamlining a selection process in a breeding program. Since manual …

A Review of Field Plant Phenotyping Platform, Sensing and Navigation Technology

Z Rui, Z Zhang, T Chen - … in Smart Agriculture: New Applications During …, 2024 - Springer
Genotype research has outpaced the exploration of phenotypes, exerting a notable impact
on the efficacy and quality of breeding practices. The absence of efficient, field-based, high …

PlotCam: A handheld proximal phenomics platform

MJ Morrison, AC Gahagan, T Hotte, MB Lefebvre… - Frontiers in …, 2023 - frontiersin.org
Future crop varieties must be higher yielding, stress resilient and climate agile to feed a
larger population, and overcome the effects of climate change. This will only be achieved by …

Design Considerations for In-Field Measurement of Plant Architecture Traits Using Ground-Based Platforms

P Pandey, S Young - High-Throughput Plant Phenotyping: Methods and …, 2022 - Springer
This work provides a high-level overview of system design considerations for measuring
plant architecture traits in row crops using ground-based, mobile platforms. High-throughput …

Design and Testing of Vehicle-Mounted Crop Growth Monitoring System

S Yu, Q Cao, Y Tian, Y Zhu, X Liu, J Ni, W Zhang… - Agronomy, 2024 - mdpi.com
The aim of this study was to overcome the impact of vibration generated by agricultural
machinery on the monitoring accuracy and performance of vehicle-mounted crop growth …