Researchers have developed a novel method of using artificial intelligence and machine learning to make monitoring soil moisture more energy and cost efficient. The software learns over time how to make the best use of available network resources, which helps produce power efficient systems at a lower cost for large scale monitoring compared to the existing industry standards.