This can lead to serious health problems, including impaired physical and mental development, increased susceptibility to various diseases and even premature death.
The rising global population and the climate crisis are already adding to the issue of food security, so ensuring basic crops are as nutritious as possible is becoming increasingly relevant.
Conventional methods for measuring nutrient concentration typically involve collecting grain during the harvesting period and analyzing the samples in a laboratory. These methods are clearly too costly and time-consuming to be applied on a large scale.
In addition, as the nutrients are only measured after harvest, these methods preclude effective intervention with fertilizers while the crop is still growing.
However, the hyperspectral instrument carried on the Italian Space Agency's Prisma mission and the multispectral instrument carried on the Copernicus Sentinel-2 mission are sensitive to features related to the nutritional content, with their different spectral bands showing varying levels of sensitivity.
Mariana Belgiu, from the University of Twente, said, "These first attempts to estimate and predict micro-and macro-nutrient concentration of staple crops from Prisma and Sentinel-2 are indeed encouraging for some nutrients, such as potassium (K), phosphorous (P), magnesium (Mg) and iron.
"However, for other nutrients the feasibility remains an open question that needs further investigation. Thanks to ESA's Science for Society program, we have launched a follow-on project, EO4Nutri, to take this step."
ESA's Espen Volden noted, "We hope this research will eventually lead to farmers being able to intervene and boost the nutrient quality of grains early in the growing season, or for governments and food security organizations to plan other activities ensuring sufficient nutrients for vulnerable populations.
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