[HTML][HTML] A review on beef cattle supplementation technologies
The increase in the worldwide population reflects the expansion of beef cattle production
and exportation. Although pasture is the world's primary feed source of cattle food, failures in …
and exportation. Although pasture is the world's primary feed source of cattle food, failures in …
Advancing skyborne technologies and high-resolution satellites for pasture monitoring and improved management: a review
MG Ogungbuyi, C Mohammed, I Ara, AM Fischer… - Remote Sensing, 2023 - mdpi.com
The timely and accurate quantification of grassland biomass is a prerequisite for sustainable
grazing management. With advances in artificial intelligence, the launch of new satellites …
grazing management. With advances in artificial intelligence, the launch of new satellites …
Predictive modeling of above-ground biomass in brachiaria pastures from satellite and UAV imagery using machine learning approaches
CI Alvarez-Mendoza, D Guzman, J Casas, M Bastidas… - Remote Sensing, 2022 - mdpi.com
Grassland pastures are crucial for the global food supply through their milk and meat
production; hence, forage species monitoring is essential for cattle feed. Therefore …
production; hence, forage species monitoring is essential for cattle feed. Therefore …
Machine learning models for dry matter and biomass estimates on cattle grazing systems
G Defalque, R Santos, D Bungenstab… - … and Electronics in …, 2024 - Elsevier
Monitoring pasture conditions contributes to the animals' decision-making process, avoiding
supplementation losses, and improving cattle performance. Environmental parameters and …
supplementation losses, and improving cattle performance. Environmental parameters and …
[HTML][HTML] Monitoring Cover Crop Biomass in Southern Brazil Using Combined PlanetScope and Sentinel-1 SAR Data
Precision agriculture integrates multiple sensors and data types to support farmers with
informed decision-making tools throughout crop cycles. This study evaluated Aboveground …
informed decision-making tools throughout crop cycles. This study evaluated Aboveground …
[HTML][HTML] Improvement of pasture biomass modelling using high-resolution satellite imagery and machine learning
MG Ogungbuyi, J Guerschman, AM Fischer… - Journal of …, 2024 - Elsevier
Robust quantification of vegetative biomass using satellite imagery using one or more forms
of machine learning (ML) has hitherto been hindered by the extent and quality of training …
of machine learning (ML) has hitherto been hindered by the extent and quality of training …
[HTML][HTML] Estimation, Spatiotemporal Dynamics, and Driving Factors of Grassland Biomass Carbon Storage Based on Machine Learning Methods: A Case Study of the …
Q Zhi, X Hu, P Wang, M Li, Y Ding, Y Wu, T Peng, W Li… - Remote Sensing, 2024 - mdpi.com
Precisely estimating the grassland biomass carbon storage is vital for evaluating grassland
carbon sequestration potential and the monitoring and management of grassland resources …
carbon sequestration potential and the monitoring and management of grassland resources …
Prediction of pasture yield using machine learning-based optical sensing: a systematic review
Accurate and reliable predictions of biomass yield are important for decision-making in
pasture management including fertilization, pest control, irrigation, grazing, and mowing …
pasture management including fertilization, pest control, irrigation, grazing, and mowing …
Canopy height and biomass prediction in Mombaça guinea grass pastures using satellite imagery and machine learning
IL Bretas, DSM Valente, TF De Oliveira… - Precision …, 2023 - Springer
Remote sensing can serve as a promising solution for monitoring spatio-temporal variability
in grasslands, providing timely information about different biophysical parameters. We …
in grasslands, providing timely information about different biophysical parameters. We …
Using sentinel-2 satellite images and machine learning algorithms to predict tropical pasture forage mass, crude protein, and fiber content
MHMR Fernandes, JS FernandesJunior, JM Adams… - Scientific Reports, 2024 - nature.com
Grasslands cover approximately 24% of the Earth's surface and are the main feed source for
cattle and other ruminants. Sustainable and efficient grazing systems require regular …
cattle and other ruminants. Sustainable and efficient grazing systems require regular …