Xiang Zhang Yao Yao Chenglong Yu Zhihui Hu Geyuan Zhu Mariko Shibasaki Liangyang Dai Yanduo Guo Qingfeng Guan Ryosuke Shibasaki a UrbanComp Lab, School of Geography and Information Engineering, China University of Geosciences, Wuhan, Hubei, Chinab LocationMind Institution, LocationMind Inc, Chiyoda, Tokyo, Japanc Hitotsubashi Institute for Advanced Study, Hitotsubashi University, Kunitachi, Tokyo, Japand School of Computer Science, China University of Geosciences, Wuhan, Chinae Faculty of Engineering, Reitaku University, Kashiwa, Chiba, Japanf Interfaculty Initiative in Information Studies & Graduate School of Interdisciplinary Information Studies, The University of Tokyo, Tokyo, JapanXiang Zhang is a graduate student at China University of Geosciences (Wuhan), China. His research interests include GeoAI and human mobility.Yao Yao is a Professor at China University of Geosciences (Wuhan) and Hitotsubashi University. His research interests include spatiotemporal big data mining, social geographic computing, and urban geographic information systems.Chenglong Yu is a graduate student at China University of Geosciences (Wuhan), China and an intern student at LocationMind Institute, LocationMind Inc., Japan. His research interests include GeoAI and Large Language Model.Zhihui Hu is a graduate student at China University of Geosciences (Wuhan), China. His research interests are geospatial big data mining and geospatial foundation modelling.Geyuan Zhu is a graduate student at China University of Geosciences (Wuhan), China and an intern student at LocationMind Institute, LocationMind Inc., Japan. His research interests are intelligent agriculture, and large language model.Mariko Shibasaki is a Consultant at LocationMind Institute, LocationMind Inc., Japan. She has received the master degree from the Graduate School of Frontier Sciences, the University of Tokyo. Her interest is application geospatial foundation models to sustainable and inclusive development involved with human society and the natural environment.Liangyang Dai is a graduate student at China University of Geosciences (Wuhan). His research interests are geospatial big data mining and health geography.Yanduo Guo is an undergraduate student at China University of Geosciences(Wuhan), China and an intern student at LocationMind Institute, LocationMind Inc., Japan. His research interests include GeoAI and retrieval-augmented large language models.Qingfeng Guan is a Professor at China University of Geosciences (Wuhan). His research interests include high-performance spatial intelligence computation and urban computing.Ryosuke Shibasaki is a Project Professor at the School of Interdisciplinary Information Studies at the University of Tokyo, Japan. His research interests cover mobile big data analysis, satellite/aerial imagery and sensor data analysis, including automated mapping with deep learning, human behavior modeling/simulation, and data assimilation of discrete moving objects.