Active Climate, Earth & Environment Chemistry

EARTHCODES: developing a novel open-source computing approach to evaluate the multi-process genesis of the sub-ridge mantle from multi-isotope data

In plain English

AI plain-English summary

Geochemists are building a piece of open-source software called Earthcodes that will let anyone—from a researcher in a low-income country to a scientist working from home—simulate the chemical history of the mantle beneath the ocean floor. The problem is that existing models of how mid-ocean ridge basalts form usually only consider one process at a time, such as crustal recycling, and ignore others like mantle depletion through melt extraction or variations in source age and melting rate. Earthcodes will combine existing open-source isotope datasets with new measurements of cerium isotopes—a sensitive tracer of mantle depletion—to test how multiple processes together produce the isotope variations seen in real rocks. If successful, the software will make geochemical analysis accessible to researchers without laboratory access and will provide the first integrated constraints on the relative importance of each process. The findings will also be used to evaluate 3D models of mantle convection, leading to a better estimate of how fast Earth’s mantle churns. This is fundamental science: it refines our understanding of how the planet’s interior works, with no immediate practical application.

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The global radiogenic isotope dataset of mantle-derived mid-oceanic ridge basalts (MORB) shows large-scale variations, providing an invaluable record of the thermochemical history of Earth's mantle. These variations are the conjugated, time-integrated product of secular crust-mantle fluxes, followed by thermodynamically variable melting. Existing models of MORB source formation rarely investigate multiple of these processes at once and mainly focus on mantle enrichment through crustal recycling. I propose to test whether source age, melting rate, and in particular secular mantle depletion through melt extraction can also explain the observed large-scale isotope variations. I will develop Earthcodes, a user-friendly, open-source software to thoroughly interpret radiogenic isotope data in terms of precursor processes. This in silico laboratory of the mantle-crust system will allow users to test geochemical hypotheses by investigating the effects of selected parameter variations on the resulting isotope systematics. This new method will use the large existing open-source datasets and make geochemistry accessible to researchers without a laboratory (e.g. in low and middle income countries) or limited by accessibility (e.g. handicap, home office). I will consolidate these datasets with the measurement of radiogenic Ce isotopes, a crucial tracer of mantle depletion, for a geographically representative selection of MORB samples. I am experienced with this under-used technique and will implement the protocols at Cardiff University. I will use Earthcodes to constrain the magnitude and relative importance of each process in generating the source of modern MORB and associated isotope systematics. I will work with geodynamicists at Cardiff University to evaluate existing 3D models of mantle convection against the new Earthcodes constraints on upper mantle geology. Findings will provide an improved estimate of the rate of Earth's mantle convection.

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Researchers

Morten Bugge Andersen (Principal Investigator)Paul Béguelin (Fellow)

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NSFGEO-NERC: Data Mining the Deep: Combining Geochemistry and Imaging Spectroscopy to Quantify Deep Hydrothermal Circulation at Mid-Ocean Ridges
Finding the missing evidence for Earth's magma ocean: a novel stable isotope approach

Original classification

Fellowship

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