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Appendix S1 Geographic samples for maize and wheat metamodel development.

Appendix S2 Estimated average N fertilization across major crops.

Appendix S3 Irrigated fraction of maize and wheat.

Appendix S4 Maize and wheat density.

Appendix S5 Five-fold cross-validation statistics.

Appendix S6 Country-level N2O emission estimates for maize and wheat.

Appendix S7 Expanded partial dependence plots for soil organic carbon and N input.

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