[HTML][HTML] Sensing technologies for precision phenotyping in vegetable crops: current status and future challenges

P Tripodi, D Massa, A Venezia, T Cardi - Agronomy, 2018 - mdpi.com
Increasing the ability to investigate plant functions and structure through non-invasive
methods with high accuracy has become a major target in plant breeding and precision …

Digital applications and artificial intelligence in agriculture toward next-generation plant phenotyping

P Tripodi, N Nicastro, C Pane… - Crop and Pasture …, 2022 - CSIRO Publishing
In the upcoming years, global changes in agricultural and environmental systems will
require innovative approaches in crop research to ensure more efficient use of natural …

Phenotyping: new windows into the plant for breeders

M Watt, F Fiorani, B Usadel, U Rascher… - Annual review of …, 2020 - annualreviews.org
Plant phenotyping enables noninvasive quantification of plant structure and function and
interactions with environments. High-capacity phenotyping reaches hitherto inaccessible …

[HTML][HTML] Leveraging image analysis for high-throughput plant phenotyping

S Das Choudhury, A Samal, T Awada - Frontiers in plant science, 2019 - frontiersin.org
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 …

[HTML][HTML] Unlocking the potential of plant phenotyping data through integration and data-driven approaches

F Coppens, N Wuyts, D Inzé, S Dhondt - Current Opinion in Systems …, 2017 - Elsevier
Plant phenotyping has emerged as a comprehensive field of research as the result of
significant advancements in the application of imaging sensors for high-throughput data …

[HTML][HTML] AI, sensors and robotics in plant phenotyping and precision agriculture

Y Qiao, J Valente, D Su, Z Zhang, D He - Frontiers in Plant Science, 2022 - frontiersin.org
Plants and their production play an important role in retaining the sustainability for the
natural ecosystem and human beings' food security. With the increasing global population …

A review on sensing technologies for high-throughput plant phenotyping

Z Ma, R Rayhana, K Feng, Z Liu, G Xiao… - IEEE Open Journal …, 2022 - ieeexplore.ieee.org
The current epidemic, population growth, and decreasing arable lands lead to a severe food
crisis, which calls for productive and efficient agricultural methods to ensure a sustainable …

[HTML][HTML] Application of artificial intelligence in phenomics

S Nabwire, HK Suh, MS Kim, I Baek, BK Cho - Sensors, 2021 - mdpi.com
Plant phenomics has been rapidly advancing over the past few years. This advancement is
attributed to the increased innovation and availability of new technologies which can enable …

Engineering plants for tomorrow: how high-throughput phenotyping is contributing to the development of better crops

ZC Campbell, LM Acosta-Gamboa, N Nepal… - Phytochemistry …, 2018 - Springer
High-throughput plant phenotyping has been advancing at an accelerated rate as a
response to the need to fill the gap between genomic information and the plasticity of the …

A survey of ranging and imaging techniques for precision agriculture phenotyping

FY Narvaez, G Reina, M Torres-Torriti… - IEEE/ASME …, 2017 - ieeexplore.ieee.org
Agricultural production must double by 2050 in order to meet the expected food demand due
to population growth. Precision agriculture is the key to improve productivity and efficiency in …