Grass and legume breeding matching the future needs of European grassland farming
Plant breeding can be pivotal to produce new grassland varieties with better adaptation to
changes in seasonal pattern and increased variability of temperature, precipitation and …
changes in seasonal pattern and increased variability of temperature, precipitation and …
Recent developments and potential of robotics in plant eco-phenotyping
L Yao, R Van De Zedde… - Emerging topics in life …, 2021 - portlandpress.com
Automated acquisition of plant eco-phenotypic information can serve as a decision-making
basis for precision agricultural management and can also provide detailed insights into plant …
basis for precision agricultural management and can also provide detailed insights into plant …
Applying RGB-and thermal-based vegetation indices from UAVs for high-throughput field phenotyping of drought tolerance in forage grasses
T De Swaef, WH Maes, J Aper, J Baert, M Cougnon… - Remote Sensing, 2021 - mdpi.com
The persistence and productivity of forage grasses, important sources for feed production,
are threatened by climate change-induced drought. Breeding programs are in search of new …
are threatened by climate change-induced drought. Breeding programs are in search of new …
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 …
Moisture content estimation and senescence phenotyping of novel Miscanthus hybrids combining UAV‐based remote sensing and machine learning
Miscanthus is a leading perennial biomass crop that can produce high yields on marginal
lands. Moisture content is a highly relevant biomass quality trait with multiple impacts on …
lands. Moisture content is a highly relevant biomass quality trait with multiple impacts on …
UAV Remote Sensing for High-Throughput Phenotyping and for Yield Prediction of Miscanthus by Machine Learning Techniques
Miscanthus holds a great potential in the frame of the bioeconomy, and yield prediction can
help improve Miscanthus' logistic supply chain. Breeding programs in several countries are …
help improve Miscanthus' logistic supply chain. Breeding programs in several countries are …
Development and application of image-based high-throughput phenotyping methodology for salt tolerance in lentils
R Dissanayake, HV Kahrood, AM Dimech, DM Noy… - Agronomy, 2020 - mdpi.com
Soil salinity is a major abiotic stress in Australian lentil-producing areas. It is therefore
imperative to identify genetic variation for salt tolerance in order to develop lentil varieties …
imperative to identify genetic variation for salt tolerance in order to develop lentil varieties …
[HTML][HTML] Perennial ryegrass biomass retrieval through multispectral UAV data
Frequent biomass measurement is a key activity for optimal perennial ryegrass (Lolium
perenne) management in intensive forage-based dairy operations. Due to the necessary …
perenne) management in intensive forage-based dairy operations. Due to the necessary …
Hybrid machine learning methods combined with computer vision approaches to estimate biophysical parameters of pastures
VR Franco, MC Hott, RG Andrade, L Goliatt - Evolutionary Intelligence, 2023 - Springer
With population growth, the search for technologies that enable improvements in production
respecting the environment and people's health has become an essential point for society …
respecting the environment and people's health has become an essential point for society …
Design of an unmanned ground vehicle and LiDAR pipeline for the high-throughput phenotyping of biomass in perennial ryegrass
P Nguyen, PE Badenhorst, F Shi, GC Spangenberg… - Remote Sensing, 2020 - mdpi.com
Perennial ryegrass biomass yield is an important driver of profitability for Australian dairy
farmers, making it a primary goal for plant breeders. However, measuring and selecting …
farmers, making it a primary goal for plant breeders. However, measuring and selecting …