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More complex disaggregation techniques use a wider range of ancillary data, for example crop-type maps to produce global N and P fertilizer application maps [ 8], or census data and land cover maps to produce rainfed and irrigated agriculture maps [ 9,42,43], which can then be used to map the cropping intensity of agriculture [ 44].
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