Abstract The ability to generate physically plausible ensembles of variable sources is critical the optimization time domain survey cadences and training classification models on data sets with few no labels. Traditional augmentation techniques expand by reenvisioning observed exemplars, seeking simulate observations specific under different (exogenous) conditions. Unlike fully theory-driven mo...

Air quality monitoring in cities is significant for both human health and environment. Here, an innovative miniaturized active air sampler wearable by free-flying birds presented. The device integrates a GPS logger atmospheric calibrated sensors allowing high spatiotemporal resolution measurements of carbon dioxide (CO2) concentration, barometric pressure, temperature, relative humidity. A fiel...