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

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

High‐throughput phenotyping platforms for pulse crop biofortification

A Madurapperumage, MZ Naser… - Plants, People …, 2024 - Wiley Online Library
Societal Impact Statement Pulse crops, including dry pea, lentil, and chickpea, are rich
sources of protein, low digestible carbohydrates, and micronutrients. With the increasing …

[PDF][PDF] Temporal phenomic predictions from unoccupied aerial systems can outperform genomic predictions

A Adak, SC Murray, SL Anderson - G3, 2023 - academic.oup.com
A major challenge of genetic improvement and selection is to accurately predict individuals
with the highest fitness in a population without direct measurement. Over the last decade …

UAV‐based RGB imagery and ground measurements for high‐throughput phenotyping of senescence and QTL mapping in bread wheat

L Li, MA Hassan, J Song, Y Xie, A Rasheed… - Crop …, 2023 - Wiley Online Library
Sustainable wheat production is challenged by climate change events such as drought,
salinity, and heat stress. Senescence is a gradual programmed cell death trait occurring post …

Application of a U-Net Neural Network to the Puccinia sorghi–Maize Pathosystem

KL Holan, CH White, SA Whitham - Phytopathology®, 2024 - Am Phytopath Society
Computer vision approaches to analyze plant disease data can be both faster and more
reliable than traditional, manual methods. However, the requirement of manually annotating …

A greenhouse‐based high‐throughput phenotyping platform for identification and genetic dissection of resistance to Aphanomyces root rot in field pea

MAA Bari, D Fonseka, J Stenger… - The Plant Phenome …, 2023 - Wiley Online Library
Aphanomyces root rot (ARR) is a devastating disease in field pea (Pisum sativum L.) that
can cause up to 100% crop failure. Assessment of ARR resistance can be a rigorous, costly …

Temporal field phenomics allows discovery of nature AND nurture, so can we saturate the phenome?

SC Murray, A Adak, A Desalvio, H Lane - Authorea Preprints, 2022 - authorea.com
An organism's phenome results from expression of its genome (nature) under certain
environment and management effects (nurture) and interactions between these factors, as …

Cotton Chronology: Convolutional Neural Network Enables Single-Plant Senescence Scoring with Temporal Drone Images

AJ DeSalvio, MA Arik, SC Murray, O García-Ramos… - 2024 - researchsquare.com
Senescence is a degenerative biological process that affects most organisms. Timing of
senescence is critical for annual and perennial crops and is associated with yield and …

[HTML][HTML] Detección indirecta de parámetros fitosanitarios, fenológicos y productivos del cultivo de ají Cayenne mediante el uso de plataformas de fenotipado e …

MA Cortes Quiceno - repositorio.unal.edu.co
El ají (Capsicum annuum L.) es un cultivo relevante a nivel mundial, el cual en Colombia en
los últimos años se ha convertido en una alternativa productiva debido a sus usos …

[PDF][PDF] Andrew W. Herr1, Alper Adak2, Matthew E. Carroll3, Dinakaran Elango3, Soumyashree Kar3, Changying Li4, Sarah E. Jones3, Arron H. Carter1, Seth C …

S Sankaran, A Singh, AK Singh, AH Carter - researchgate.net
High throughput phenotyping (HTP) with unoccupied aerial systems (UAS), consisting of
unoccupied aerial vehicles (UAV, or drones) and sensor (s), is an increasingly promising …