Remote sensing for agricultural applications: A meta-review

M Weiss, F Jacob, G Duveiller - Remote sensing of environment, 2020 - Elsevier
Agriculture provides humanity with food, fibers, fuel, and raw materials that are paramount
for human livelihood. Today, this role must be satisfied within a context of environmental …

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 …

Multi-sensor remote sensing for drought characterization: current status, opportunities and a roadmap for the future

W Jiao, L Wang, MF McCabe - Remote Sensing of Environment, 2021 - Elsevier
Satellite based remote sensing offers one of the few approaches able to monitor the spatial
and temporal development of regional to continental scale droughts. A unique element of …

Lidar sheds new light on plant phenomics for plant breeding and management: Recent advances and future prospects

S Jin, X Sun, F Wu, Y Su, Y Li, S Song, K Xu… - ISPRS Journal of …, 2021 - Elsevier
Plant phenomics is a new avenue for linking plant genomics and environmental studies,
thereby improving plant breeding and management. Remote sensing techniques have …

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 …

Field crop phenomics: enabling breeding for radiation use efficiency and biomass in cereal crops

RT Furbank, JA Jimenez‐Berni… - New …, 2019 - Wiley Online Library
Plant phenotyping forms the core of crop breeding, allowing breeders to build on
physiological traits and mechanistic science to inform their selection of material for crossing …

Biomass and crop height estimation of different crops using UAV-based LiDAR

J ten Harkel, H Bartholomeus, L Kooistra - Remote Sensing, 2019 - mdpi.com
Phenotyping of crops is important due to increasing pressure on food production. Therefore,
an accurate estimation of biomass during the growing season can be important to optimize …

[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 …

[HTML][HTML] Proximal and remote sensing in plant phenomics: 20 years of progress, challenges, and perspectives

H Tao, S Xu, Y Tian, Z Li, Y Ge, J Zhang, Y Wang… - Plant …, 2022 - cell.com
Plant phenomics (PP) has been recognized as a bottleneck in studying the interactions of
genomics and environment on plants, limiting the progress of smart breeding and precise …

Plant phenomics: An overview of image acquisition technologies and image data analysis algorithms

F Perez-Sanz, PJ Navarro, M Egea-Cortines - GigaScience, 2017 - academic.oup.com
The study of phenomes or phenomics has been a central part of biology. The field of
automatic phenotype acquisition technologies based on images has seen an important …