This article discusses the impact of automation on environmental sensing and the use of advanced technologies such as environmental sensor networks, unmanned aerial systems, robotics, and deep learning for data collection and analysis. The authors also highlight the role of transfer learning and edge computing in enhancing the efficiency and accuracy of these technologies.