Senior Scientist, Swiss Data Science Centre
I joined ETH Zürich’s Swiss Data Science Center as a senior scientist in 2021, after working as a postdoctoral researcher at MIT, Empa, and the University of Innsbruck. I received my PhD in Atmospheric Science from the Max Planck Institute for Chemistry in 2012, and my Bachelor in Antarctic Science from the University of Tasmania in 2008. My research centers around data analytics and machine learning approaches in environmental sciences, in particular the use of novel isotopic measurements and modelling approaches in biogeosciences.
Denitrifying pathways dominate nitrous oxide emissions from managed grassland during drought and rewetting
Nitrous oxide is a powerful greenhouse gas whose atmospheric growth rate has accelerated over the past decade. Most anthropogenic N2O emissions result from nitrogen addition to soils through fertilization, which is converted to N2O via oxic nitrification and anoxic denitrification pathways. In situ, online isotopic measurements using spectroscopy can be used to understand soil N2O emission pathways and thus develop efficient, targeted mitigation strategies.
Isotopic measurements were used to understand N2O emission pathways under the influence of drought, which is expected to increase in frequency in many regions due to climate change. Drought-affected soils are expected to be well oxygenated; however, isotopic measurements showed that denitrifying pathways dominated N2O emissions during a severe drought applied to managed grassland. This was due to a reversible, drought-induced enrichment in nitrogen-bearing organic matter on soil microaggregates and suggested a strong role for chemo- or codenitrification. Throughout the post-drought rewetting period, denitrification dominated emissions, despite high variability in fluxes. Total N2O flux and denitrification contribution were significantly higher during rewetting than for control plots at the same soil moisture range. The observed feedbacks between precipitation changes induced by climate change and N2O emission pathways could account for some portion of the accelerating N2O growth rate observed over the past decade.