4 papers
A Hybrid Edge Cloud Digital Twin for Welfare-Constrained Control in Poultry Production
Suresh Neethirajan
Poultry production operates under tightly coupled environmental and biological dynamics, yet commercial climate control remains largely heuristic, limiting welfare assurance and op…
AI-Driven Carbon Monitoring: Transformer-Based Reconstruction of Atmospheric CO2 in Canadian Poultry Regions
Padmanabhan Jagannathan Prajesh, Kaliaperumal Ragunath, Miriam Gordon +2
Accurate mapping of column-averaged CO2 (XCO2) over agricultural landscapes is essential for guiding emission mitigation strategies. We present a Spatiotemporal Vision Transformer…
Satellite-Based Seasonal Fingerprinting of Methane Emissions from Canadian Dairy Farms Using Sentinel-5P
Padmanabhan Jagannathan Prajesh, Kaliaperumal Ragunath, Miriam Gordon +1
Methane (CH4) emissions from dairy farming are a significant but under-quantified component of agricultural greenhouse gases. This study provides a satellite-based assessment of da…
Mapping Methane -- The Impact of Dairy Farm Practices on Emissions Through Satellite Data and Machine Learning
Hanqing Bi, Suresh Neethirajan
This study investigates the correlation between dairy farm characteristics and methane concentrations as derived from satellite observations in Eastern Canada. Utilizing data from…