RESEARCH

Keywords: peatland greenhouse‑gas fluxes, eddy covariance, soil respiration mapping, satellite productivity, model–data fusion, uncertainty quantification, climate mitigation

I specialize in understanding carbon exchange in managed peatlands using multi‑scale observations and analytics. My work combines eddy covariance observations, soil respiration surveys, and remote sensing with machine learning and process‑based models to quantify controls on fluxes and reduce predictive uncertainty.

Current Projects

Interactive effects of management and climate on peatland function

Integrating tower, chamber, and satellite data to estimate annual CO₂ budgets and identify mitigation pathways across Irish peatlands.

Model–Data Fusion for Ecosystem Carbon

Using ML‑assisted calibration to constrain parameters in process models and evaluate future scenarios.