A review of estimation methods for aboveground biomass in grasslands using UAV
Grasslands are one of the world's largest ecosystems, accounting for 30% of total terrestrial
biomass. Considering that aboveground biomass (AGB) is one of the most essential …
biomass. Considering that aboveground biomass (AGB) is one of the most essential …
Improving accuracy of herbage yield predictions in perennial ryegrass with uav-based structural and spectral data fusion and machine learning
J Pranga, I Borra-Serrano, J Aper, T De Swaef… - Remote Sensing, 2021 - mdpi.com
High-throughput field phenotyping using close remote sensing platforms and sensors for
non-destructive assessment of plant traits can support the objective evaluation of yield …
non-destructive assessment of plant traits can support the objective evaluation of yield …
Image‐based high‐throughput phenotyping for the estimation of persistence of perennial ryegrass (Lolium perenne L.)—A review
Perennial ryegrass (Lolium perenne L.) is considered the most important pasture species in
temperate agriculture, with over six million hectares of sown area in Australia alone …
temperate agriculture, with over six million hectares of sown area in Australia alone …
Pasture Biomass Estimation Using Ultra-High-Resolution RGB UAVs Images and Deep Learning
The continuous assessment of grassland biomass during the growth season plays a vital
role in making informed, location-specific management choices. The implementation of …
role in making informed, location-specific management choices. The implementation of …
Breeding has selected for architectural and photosynthetic traits in lentils
Genetic progress in seed yield in lentils (Lens culinaris Medik) has increased by 1.1% per
year in Australia over the past 27 years. Knowing which plant traits have changed through …
year in Australia over the past 27 years. Knowing which plant traits have changed through …
Combining NDVI and bacterial blight score to predict grain yield in field pea
H Zhao, BR Pandey, M Khansefid… - Frontiers in Plant …, 2022 - frontiersin.org
Field pea is the most commonly grown temperate pulse crop, with close to 15 million tons
produced globally in 2020. Varieties improved through breeding are important to ensure …
produced globally in 2020. Varieties improved through breeding are important to ensure …
Within and combined season prediction models for perennial ryegrass biomass yield using ground-and air-based sensor data
PT Nguyen, F Shi, J Wang, PE Badenhorst… - Frontiers in Plant …, 2022 - frontiersin.org
Across-season biomass assessment is crucial in the cultivar selection process to accurately
evaluate the yield performance of lines under different growing conditions. However, it has …
evaluate the yield performance of lines under different growing conditions. However, it has …
A new method for extracting individual plant bio-characteristics from high-resolution digital images
The extraction of automated plant phenomics from digital images has advanced in recent
years. However, the accuracy of extracted phenomics, especially for individual plants in a …
years. However, the accuracy of extracted phenomics, especially for individual plants in a …
Deterministic and stochastic modelling of impacts from genomic selection and phenomics on genetic gain for perennial ryegrass dry matter yield
Increasing the efficiency of current forage breeding programs through adoption of new
technologies, such as genomic selection (GS) and phenomics (Ph), is challenging without …
technologies, such as genomic selection (GS) and phenomics (Ph), is challenging without …
Early indicators of declining pasture persistence: sensor-based tools for paddock-scale identification
C Jayasinghe, A Thomson, K Smith… - Crop and Pasture …, 2024 - CSIRO Publishing
Pasture persistence can be defined as the ability to maintain plant density and dry matter
production of sown species throughout the life of a sward, and it is important for the long …
production of sown species throughout the life of a sward, and it is important for the long …