Advances and challenges in sensor-based research in mobility, health, and place.

• Mobile sensing has transformed research in Mobility, Health, and Place. • It enables pervasive real-life measurements of personal behavior, context and health. • It enables the development of novel digital biomarkers and personalized intervention. • Classification of mobile sensing technologies and methods is proposed. • Issues remain in data collection and analysis to address uncertainties and biases.