Perspectives for remote sensing with unmanned aerial vehicles in precision agriculture

WH Maes, K Steppe - Trends in plant science, 2019 - cell.com
Remote sensing with unmanned aerial vehicles (UAVs) is a game-changer in precision
agriculture. It offers unprecedented spectral, spatial, and temporal resolution, but can also …

A review on plant high-throughput phenoty** traits using UAV-based sensors

C ** for breeding lines require a lot of time, labor and cost. In
recent years, unmanned aerial system (UAS) has paved the way for the development of field …

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

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

Review on unmanned aerial vehicles, remote sensors, imagery processing, and their applications in agriculture

D Olson, J Anderson - Agronomy Journal, 2021 - Wiley Online Library
Unmanned aerial vehicles (UAV) and the sensors they can be equipped with are becoming
more technologically advanced and common place within the agricultural industry. The …

Advancements in imaging sensors and AI for plant stress detection: A systematic literature review

JJ Walsh, E Mangina, S Negrão - Plant Phenomics, 2024 - spj.science.org
Integrating imaging sensors and artificial intelligence (AI) have contributed to detecting plant
stress symptoms, yet data analysis remains a key challenge. Data challenges include …

Breeding to adapt agriculture to climate change: affordable phenoty** solutions

JL Araus, SC Kefauver - Current opinion in plant biology, 2018 - Elsevier
Highlights•Affordable approaches are available for all aspects of the phenoty**
pipeline.•Affordable and precise high-throughput phenoty** is not incompatible.•RGB …

Crop phenoty** in a context of global change: What to measure and how to do it

JL Araus, SC Kefauver, O Vergara‐Díaz… - Journal of Integrative …, 2022 - Wiley Online Library
High‐throughput crop phenoty**, particularly under field conditions, is nowadays
perceived as a key factor limiting crop genetic advance. Phenoty** not only facilitates …

[HTML][HTML] Farming and Earth Observation: Sentinel-2 data to estimate within-field wheat grain yield

J Segarra, JL Araus, SC Kefauver - International Journal of Applied Earth …, 2022 - Elsevier
Wheat grain yield (GY) is a crop feature of central importance affecting agricultural,
environmental, and socioeconomic sustainability worldwide. Hence, the estimation of within …

What is cost-efficient phenoty**? Optimizing costs for different scenarios

D Reynolds, F Baret, C Welcker, A Bostrom, J Ball… - Plant Science, 2019 - Elsevier
Progress in remote sensing and robotic technologies decreases the hardware costs of
phenoty**. Here, we first review cost-effective imaging devices and environmental …

Estimation of maize yield and effects of variable-rate nitrogen application using UAV-based RGB imagery

M Zhang, J Zhou, KA Sudduth, NR Kitchen - biosystems engineering, 2020 - Elsevier
Accurate crop yield estimation is important for agronomic and economic decision-making.
This study evaluated the performance of imagery data acquired using a unmanned aerial …