AIMC Topic: Farms

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On-farm 3D images of beef cattle for the prediction of carcass classification traits and cold carcass weight.

Animal : an international journal of animal bioscience Apr 25, 2025
For beef cattle, subjective methods tend to be used on-farm for assessing readiness for slaughter. This means that the target classification grades cannot be accurately estimated, leading to over- and under-finished animals being sent to slaughter. T...
Male Animal Husbandry Farms Female Animals United Kingdom Abattoirs Red Meat Imaging, Three-Dimensional Body Weight Cattle
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Machine learning for predictive mapping of exceedance probabilities for potentially toxic elements in Czech farmland.

Journal of environmental management Mar 24, 2025
For efficient decision-making and optimal land management trajectories, information on soil properties in relation to safety guidelines should be processed from point inventories to surface predictive maps. For large-scale predictive mapping, very fe...
Machine Learning Probability Agriculture Soil Czech Republic Environmental Monitoring Soil Pollutants Farms
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A drop dispenser for simplifying on-farm detection of foodborne pathogens.

PloS one Dec 31, 2024
Nucleic-acid biosensors have emerged as useful tools for on-farm detection of foodborne pathogens on fresh produce. Such tools are specifically designed to be user-friendly so that a producer can operate them with minimal training and in a few simple...
Escherichia coli O157 Biosensing Techniques Nucleic Acid Amplification Techniques Foodborne Diseases Molecular Diagnostic Techniques Printing, Three-Dimensional Farms DNA, Bacterial Food Microbiology
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A Systematic Review and Meta-Analysis of the Efficacy of Biosecurity in Disease Prevention and Control in Livestock Farms in Africa.

Transboundary and emerging diseases Nov 14, 2024
In Africa, livestock production plays a crucial role for sustainable food security and economic growth. However, the development of this sector has been delayed by livestock diseases, one of the main constraints, which can cause important production ...
Animal Diseases Farms Africa Biosecurity Animals Animal Husbandry Livestock
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Inversion model of soil salinity in alfalfa covered farmland based on sensitive variable selection and machine learning algorithms.

PeerJ Sep 26, 2024
PURPOSE: Timely and accurate monitoring of soil salinity content (SSC) is essential for precise irrigation management of large-scale farmland. Uncrewed aerial vehicle (UAV) low-altitude remote sensing with high spatial and temporal resolution provide...
Soil Farms Environmental Monitoring Support Vector Machine China Neural Networks, Computer Machine Learning Algorithms Salinity Medicago sativa Remote Sensing Technology
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GooseDetect: A Fully Annotated Dataset for Lion-head Goose Detection in Smart Farms.

Scientific data Sep 7, 2024
Large datasets are required to develop Artificial Intelligence (AI) models in AI powered smart farming for reducing farmers' routine workload, this paper contributes the first large lion-head goose dataset GooseDetect, which consists of 2,660 images ...
Artificial Intelligence Animals Farms China Geese
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Assessing the risk of E. coli contamination from manure application in Chinese farmland by integrating machine learning and Phydrus.

Environmental pollution (Barking, Essex : 1987) Jun 7, 2024
This study aims to present a comprehensive study on the risks associated with the residual presence and transport of Escherichia coli (E. coli) in soil following the application of livestock manure in Chinese farmlands by integrating machine learning...
Agriculture Environmental Monitoring Escherichia coli Farms China Soil Microbiology Manure Machine Learning Soil Risk Assessment Livestock Animals
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Transforming Poultry Farming: A Pyramid Vision Transformer Approach for Accurate Chicken Counting in Smart Farm Environments.

Sensors (Basel, Switzerland) May 8, 2024
Smart farm environments, equipped with cutting-edge technology, require proficient techniques for managing poultry. This research investigates automated chicken counting, an essential part of optimizing livestock conditions. By integrating artificial...
Farms Agriculture Chickens Animals Animal Husbandry Artificial Intelligence Algorithms
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DairyCoPilot-Automated data compilation and analysis tools for DairyComp data assets.

PloS one Apr 18, 2024
Modern dairy farm management requires meaningful data and careful analysis to maximize profitability, cow health, and welfare. Current data platforms, such as DairyComp, lack robust integrated data analysis tools. Producers and consultants need dedic...
Milk Dairying Animals Female Farms Cattle
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Improvement of pasture biomass modelling using high-resolution satellite imagery and machine learning.

Journal of environmental management Mar 12, 2024
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 data. Here, we showcase how ML predictive demonstrably improves when...
Farms Australia Machine Learning Satellite Imagery Biomass
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