Applied Geography

Against the backdrop of global digital transformation and the rapid diffusion of intelligent technologies, artificial intelligence industrial agglomeration (AIIA) has become an important force reshaping regional innovation (RI) patterns. Yet systematic evidence on how emerging industrial agglomeration affects RI remains limited. Using panel data for 287 prefecture-level cities in China from 2011 …

Rapid inter-day temperature fluctuations pose increasing risks to coupled human–environment systems, yet the spatiotemporal dynamics of public sensitivity to such variability remain poorly quantified. This study develops a geospatial–computational framework integrating deep learning-based social sensing with explainable machine learning. Analyzing approximately 1.9 million geotagged temperature-r…