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A new study – conducted by the University of Manchester and the University of Leeds – has identified two overlooked processes that play a dominant role in preserving organic carbon beneath the ocean floor; Sorption which the uptake of carbon by minerals and molecular transformation – the conversation of smaller, reactive molecules into larger, less reactive molecules.
This new understanding could inform strategies to limit carbon emissions from oceans, offering valuable tools in the fight against climate change.
“Understanding how and why carbon is stored in marine sediments is crucial if we are to harness or replicate these natural processes to combat climate change, ” said Lead researcher Dr Peyman Babakhani, a Lecturer in Geoenvironmental Engineering at The University of Manchester.
“Our findings shed light on mechanisms that were previously overlooked, offering new pathways for carbon management,” he added.
Over several years, the research team developed a comprehensive model that considers a wider range of carbon preservation processes than ever before. These include burial in sediments, hydrolysis (the breakdown of carbon in water), sorption (uptake of carbon by mineral surfaces), and molecular transformation (the formation of larger, less reactive molecules).
The researchers compared their model to real-world data collected from ocean sediments. The results found that carbon preservation efficiency was almost three times higher than previously calculated by other models.
They also found that their calculations better matched the real-world field data, providing more accurate predictions of how much organic carbon is stored under the sea. They then used artificial intelligence along with their model to find out which processes play the key roles.
Dr Babakhani added “It was amazing to see how the combination of a new numerical model, Monte Carlo, and artificial intelligence provided crucial insight into the preservation of organic matter in marine sediments that had been debated for decades.”
“AI, often seen as a black box, became a powerful tool when applied in the right way, helping us understand complex environmental processes.”
The study highlights the crucial role of sorption and molecular transformation in the carbon cycle. Together, these processes protect organic matter from degradation in the top layer of ocean sediment and transport it deeper. Over time, this preserved carbon can transform into oil or gas—preventing it from being released as carbon dioxide into the atmosphere.
The new insight and models may be used to investigate climate change mitigation strategies such as ocean fertilization.
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