Higher education in the new era sets out new requirements for geoscience talents' humanistic and academic education. Based on the process of geoscience talents' education, we discuss the significance and measures for humanistic education and academic spirit development in universities, i.e., to strengthen the guidance for development of professional basic qualities, to inherit and encourage the hard-working and innovative spirit of traditional geoscience workers, and to create a characteristic geoscience talents culture.