Abstract: Artificial intelligence(AI) will affect various fields and professions. Geoinformatics and remote sensing are closed the field of artificial intelligence. Our discipline will have a good development chance, also face a big challenge. This paper firstly introduces the domain of AI and the fields related geoinformatics and remote sensing, then presents the progresses of photogrammetry and remote sen-sing applications based on computing vision and machine learning. Finally, some research progresses involved perceive and reasoning based on space-time big data have revealed the application prospect in sensing, perceive and reasoning for the nature and society based on space-time data from geoinforma-tics and remote sensing. A desire is to push the quick development of geoinformatics and remote sen-sing in AI era.