A team of researchers has developed a knowledge-guided machine learning algorithm that uses satellite measurements to provide much more precise estimates of soil moisture across the globe. The researchers hope the data can eventually help farmers make better decisions about when to sow crops or irrigate fields, explains one of the scientists behind the project.