Unoccupied aerial systems imagery for phenotyping in cotton, maize, soybean, and wheat breeding
High‐throughput phenotyping (HTP) with unoccupied aerial systems (UAS), consisting of
unoccupied aerial vehicles (UAV; or drones) and sensor (s), is an increasingly promising …
unoccupied aerial vehicles (UAV; or drones) and sensor (s), is an increasingly promising …
Progress in the application of cnn-based image classification and recognition in whole crop growth cycles
The categorization and identification of agricultural imagery constitute the fundamental
requisites of contemporary farming practices. Among the various methods employed for …
requisites of contemporary farming practices. Among the various methods employed for …
[HTML][HTML] Global wheat head detection 2021: An improved dataset for benchmarking wheat head detection methods
Abstract The Global Wheat Head Detection (GWHD) dataset was created in 2020 and has
assembled 193,634 labelled wheat heads from 4700 RGB images acquired from various …
assembled 193,634 labelled wheat heads from 4700 RGB images acquired from various …
[HTML][HTML] High-throughput field phenotyping of soybean: Spotting an ideotype
Soybean is among the most important crops for food and feed production worldwide.
Sustainable and local production in regions with marginal climates requires cold-adapted …
Sustainable and local production in regions with marginal climates requires cold-adapted …
[HTML][HTML] An applied deep learning approach for estimating soybean relative maturity from UAV imagery to aid plant breeding decisions
For a global breeding organization, identifying the next generation of superior crops is vital
for its success. Recognizing new genetic varieties requires years of in-field testing to gather …
for its success. Recognizing new genetic varieties requires years of in-field testing to gather …
The numbers game of soybean breeding in the United States
CC Vieira, P Chen - Crop Breeding and Applied Biotechnology, 2021 - SciELO Brasil
Soybean [Glycine max (L.) Merr.] represents one of the most essential crops to the world's
economy and food security due to its unique seed composition. Public soybean breeding …
economy and food security due to its unique seed composition. Public soybean breeding …
Smart connected farms and networked farmers to improve crop production, sustainability and profitability
To meet the grand challenges of agricultural production including climate change impacts
on crop production, a tight integration of social science, technology and agriculture experts …
on crop production, a tight integration of social science, technology and agriculture experts …
Monitoring and zoning soybean maturity using UAV remote sensing
W Shi, Y Li, W Zhang, C Yu, C Zhao, J Qiu - Industrial Crops and Products, 2024 - Elsevier
Timely and accurate determination of the maturity status during the soybean harvest period
is crucial for devising strategic harvesting plans, significantly enhancing the intelligent …
is crucial for devising strategic harvesting plans, significantly enhancing the intelligent …
UAV-Based Remote Sensing for Soybean FVC, LCC, and Maturity Monitoring
Timely and accurate monitoring of fractional vegetation cover (FVC), leaf chlorophyll content
(LCC), and maturity of breeding material are essential for breeding companies. This study …
(LCC), and maturity of breeding material are essential for breeding companies. This study …
Predicting dry pea maturity using machine learning and advanced sensor fusion with unmanned aerial systems (UASs)
Maturity is an important trait in dry pea breeding programs, but the conventional process
predominately used to measure this trait can be time-consuming, labor-intensive, and prone …
predominately used to measure this trait can be time-consuming, labor-intensive, and prone …