High-throughput estimation of crop traits: A review of ground and aerial phenotyping platforms

X Jin, PJ Zarco-Tejada, U Schmidhalter… - … and Remote Sensing …, 2020 - ieeexplore.ieee.org
Crop yields need to be improved in a sustainable manner to meet the expected worldwide
increase in population over the coming decades as well as the effects of anticipated climate …

Unmanned aerial vehicle remote sensing for field-based crop phenotyping: current status and perspectives

G Yang, J Liu, C Zhao, Z Li, Y Huang, H Yu… - Frontiers in plant …, 2017 - frontiersin.org
Phenotyping plays an important role in crop science research; the accurate and rapid
acquisition of phenotypic information of plants or cells in different environments is helpful for …

A rapid monitoring of NDVI across the wheat growth cycle for grain yield prediction using a multi-spectral UAV platform

MA Hassan, M Yang, A Rasheed, G Yang, M Reynolds… - Plant science, 2019 - Elsevier
Wheat improvement programs require rapid assessment of large numbers of individual plots
across multiple environments. Vegetation indices (VIs) that are mainly associated with yield …

Evaluation of hydroponic systems for the cultivation of Lettuce (Lactuca sativa L., var. Longifolia) and comparison with protected soil-based cultivation

M Majid, JN Khan, QMA Shah, KZ Masoodi… - Agricultural Water …, 2021 - Elsevier
The expansion of the earth's population has led to the overuse of land and water resources,
which has ultimately resulted in their scarcity. Changing climatic conditions and erratic …

Chlorophyll fluorescence analysis: a guide to good practice and understanding some new applications

EH Murchie, T Lawson - Journal of experimental botany, 2013 - academic.oup.com
Chlorophyll fluorescence is a non-invasive measurement of photosystem II (PSII) activity and
is a commonly used technique in plant physiology. The sensitivity of PSII activity to abiotic …

High throughput field phenotyping of wheat plant height and growth rate in field plot trials using UAV based remote sensing

FH Holman, AB Riche, A Michalski, M Castle… - Remote Sensing, 2016 - mdpi.com
There is a growing need to increase global crop yields, whilst minimising use of resources
such as land, fertilisers and water. Agricultural researchers use ground-based observations …

High throughput determination of plant height, ground cover, and above-ground biomass in wheat with LiDAR

JA Jimenez-Berni, DM Deery… - Frontiers in plant …, 2018 - frontiersin.org
Crop improvement efforts are targeting increased above-ground biomass and radiation-use
efficiency as drivers for greater yield. Early ground cover and canopy height contribute to …

A direct comparison of remote sensing approaches for high-throughput phenotyping in plant breeding

M Tattaris, MP Reynolds, SC Chapman - Frontiers in plant science, 2016 - frontiersin.org
Remote sensing (RS) of plant canopies permits non-intrusive, high-throughput monitoring of
plant physiological characteristics. This study compared three RS approaches using a low …

Proximal remote sensing buggies and potential applications for field-based phenotyping

D Deery, J Jimenez-Berni, H Jones, X Sirault… - Agronomy, 2014 - mdpi.com
The achievements made in genomic technology in recent decades are yet to be matched by
fast and accurate crop phenotyping methods. Such crop phenotyping methods are required …

Genome-wide association study for grain yield and related traits in an elite spring wheat population grown in temperate irrigated environments

S Sukumaran, S Dreisigacker, M Lopes… - Theoretical and applied …, 2015 - Springer
Key message Through genome-wide association study, loci for grain yield and yield
components were identified in chromosomes 5A and 6A in spring wheat (Triticum aestivum) …